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      • conf/icdm/BindraPUT12
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    Ashish Bindra, Srinivasulu Pokuri, Krishna Uppala, Ankur Teredesai:
    Distributed Big Advertiser Data Mining. ICDM Workshops 2012: 914
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      • conf/icfhr/UchidaIYCF12
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    Seiichi Uchida, Ryosuke Ishida, Akira Yoshida, Wenjie Cai, Yaokai Feng:
    Character Image Patterns as Big Data. ICFHR 2012: 479-484
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      dblp key:

      • conf/ichit/Kim12e
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    Byung-Joo Kim:
    A Classifier for Big Data. ICHIT (2) 2012: 505-512
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      • conf/ichit/LeePS12
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    Sangdo Lee, Hyoungyill Park, Yongtae Shin:
    Cloud Computing Availability: Multi-clouds for Big Data Service. ICHIT (2) 2012: 799-806
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      • conf/icinco/RadacBPPDPS12
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    Mircea-Bogdan Radac, Bogdan-Alexandru Bigher, Radu-Emil Precup, Emil M. Petriu, Claudia-Adina Dragos, Stefan Preitl, Alexandra-Iulia Stînean:
    Data-based Tuning of PI Controllers for Vertical Three-Tank Systems. ICINCO (1) 2012: 31-39
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      • conf/icml/KleinerTSJ12
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    Ariel Kleiner, Ameet Talwalkar, Purnamrita Sarkar, Michael I. Jordan:
    The Big Data Bootstrap. ICML 2012
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      • conf/icmlc/MaSY12
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    Cheng-Long Ma, Xufeng Shang, Yubo Yuan:
    A three-dimensional display for big data sets. ICMLC 2012: 1541-1545
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      • conf/icnc/MounceJBB12
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    Stephen R. Mounce, Henriette S. Jensen, Catherine A. Biggs, Joby B. Boxall:
    Data mining T-RFLP profiles from urban water system sampling using self-organizing maps. ICNC 2012: 212-216
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      • conf/ieeevast/ZhangSBMSPWLK12
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    Leishi Zhang, Andreas Stoffel, Michael Behrisch, Sebastian Mittelstädt, Tobias Schreck, René Pompl, Stefan Weber, Holger Last, Daniel A. Keim:
    Visual analytics for the big data era - A comparative review of state-of-the-art commercial systems. IEEE VAST 2012: 173-182
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      • conf/ieeevast/CookGWCHLNP12
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    Kristin A. Cook, Georges G. Grinstein, Mark A. Whiting, Michael Cooper, Paul R. Havig, Kristen Liggett, Bohdan A. Nebesh, Celeste Lyn Paul:
    VAST Challenge 2012: Visual analytics for big data. IEEE VAST 2012: 251-255
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      • conf/ieeevast/Abousalh-NetoK12
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    Nascif A. Abousalh-Neto, Sumeyye Kazgan:
    Big data exploration through visual analytics. IEEE VAST 2012: 285-286
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      • conf/ieeevast/JonkerLSC12
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    David Jonker, Scott Langevin, Peter Schretlen, Casey M. Canfield:
    Agile visual analytics for banking cyber "big data". IEEE VAST 2012: 299-300
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      • conf/ieeevast/TakedaKKOM12
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    Shinnosuke Takeda, Aimi Kobayashi, Hiroaki Kobayashi, Saori Okubo, Kazuo Misue:
    Irregular Trend Finder: Visualization tool for analyzing time-series big data. IEEE VAST 2012: 305-306
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      dblp key:

      • conf/ifip12/Shi12
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    Zhongzhi Shi:
    Big Data Mining in the Cloud. Intelligent Information Processing 2012: 13-14
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      • conf/igarss/BignamiBCGKMPSS12
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    Christian Bignami, Sven Borgstrom, Marco Chini, Francesco Guglielmino, Christodoulos Kyriakopoulos, Daniele Melini, Giuseppe Puglisi, Valeria Siniscalchi, Salvatore Stramondo:
    Joint inversion of the 2011 Tohoku (Japan) earthquake from dinsar and GPS data. IGARSS 2012: 1186-1189
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      • conf/igarss/BignamiRCN12
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    Christian Bignami, Joel Ruch, Marco Chini, Marco Neri:
    Volcanic product detection after the 2010 Merapi eruption by using VHR SAR data. IGARSS 2012: 1337-1340
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      dblp key:

      • conf/iiswc/Holmes12
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    David R. Holmes:
    Keynote address: Clinical Decision Support: The challenge of big data and big computation. IISWC 2012: 118
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      • conf/iiwas/HuCLM12
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    Bo Hu, Nuno Carvalho, Loredana Laera, Takahide Matsutsuka:
    Towards big linked data: a large-scale, distributed semantic data storage. iiWAS 2012: 167-176
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      • conf/imis/DiazJLR12
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    Martin Diaz, Gonzalo Juan, Oikawa Lucas, Alberto Ryuga:
    Big Data on the Internet of Things: An Example for the E-health. IMIS 2012: 898-900
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      • conf/ipps/ZhongHZLFC12
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    Yunqin Zhong, Jizhong Han, Tieying Zhang, Zhenhua Li, Jinyun Fang, Guihai Chen:
    Towards Parallel Spatial Query Processing for Big Spatial Data. IPDPS Workshops 2012: 2085-2094
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      • conf/iq/Madnick12
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    Stuart E. Madnick:
    BIG Data Must Overcome BIG Data Quality Challenges. ICIQ 2012
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      • conf/iri/LeeBRKTM12
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    Gordon K. Lee, Elisa Bertino, Stuart Harvey Rubin, Taghi M. Khoshgoftaar, Bhavani M. Thuraisingham, James D. McCaffrey:
    Panel: Using information re-use and integration principles in big data. IRI 2012
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      • conf/isipers/SpyratosS12
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    Nicolas Spyratos, Tsuyoshi Sugibuchi:
    Parallelism and Rewriting for Big Data Processing. ISIP 2012: 11-20
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      dblp key:

      • conf/ispass/MeisnerWW12
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    David Meisner, Junjie Wu, Thomas F. Wenisch:
    BigHouse: A simulation infrastructure for data center systems. ISPASS 2012: 35-45
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      dblp key:

      • conf/kdd/Jordan12
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    Michael I. Jordan:
    Divide-and-conquer and statistical inference for big data. KDD 2012: 4
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      dblp key:

      • conf/kdd/GopalkrishnanSLG12
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    Vivekanand Gopalkrishnan, David M. Steier, Harvey Lewis, James Guszcza:
    Big data, big business: bridging the gap. BigMine 2012: 7-11
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      dblp key:

      • conf/kdd/ZhangLP12
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    Junbo Zhang, Tianrui Li, Yi Pan:
    Parallel rough set based knowledge acquisition using MapReduce from big data. BigMine 2012: 20-27
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      dblp key:

      • conf/kdd/YangF12
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    Hang Yang, Simon Fong:
    Incrementally optimized decision tree for noisy big data. BigMine 2012: 36-44
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      dblp key:

      • conf/kdd/XueSLXZS12
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    Zhenghua Xue, Geng Shen, Jianhui Li, Qian Xu, Yang Zhang, Jing Shao:
    Compression-aware I/O performance analysis for big data clustering. BigMine 2012: 45-52
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      dblp key:

      • conf/kdd/WangYWW12
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    Huan Wang, Yanwei Yu, Qin Wang, Yadong Wan:
    A density-based clustering structure mining algorithm for data streams. BigMine 2012: 69-76
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      dblp key:

      • conf/kdd/MagnussonK12
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    Jonathan Magnusson, Tor Kvernvik:
    Subscriber classification within telecom networks utilizing big data technologies and machine learning. BigMine 2012: 77-84
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      • conf/kdd/HoiWZJ12
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    Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin:
    Online feature selection for mining big data. BigMine 2012: 93-100
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      dblp key:

      • conf/kdd/HawwashN12
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    Basheer Hawwash, Olfa Nasraoui:
    Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream. BigMine 2012: 109-117
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      dblp key:

      • conf/kdd/HeCZ12
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    Huijun He, Mingmin Chi, Wenqiang Zhang:
    A kernel fused perceptron for the online classification of large-scale data. BigMine 2012: 118-124
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      • conf/kdd/Kitsuregawa12
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    Masaru Kitsuregawa:
    Building an engine for big data. KDD 2012: 223
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      • conf/leet/DumitrasE12
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    Tudor Dumitras, Petros Efstathopoulos:
    Ask WINE: Are We Safer Today? Evaluating Operating System Security through Big Data Analysis. LEET 2012
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      • conf/medes/MequanintBLC12
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    Dessalegn Mequanint, Lionel Brunie, Mulugeta Libsie, David Coquil:
    A latency hiding framework for enhanced ubiquitous access to big data in a constrained digital ecosystem: application to digital medical archives. MEDES 2012: 80-87
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      dblp key:

      • conf/mhci/PoppingaCBMBHRM12
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    Benjamin Poppinga, Henriette Cramer, Matthias Böhmer, Alistair Morrison, Frank Bentley, Niels Henze, Mattias Rost, Florian Michahelles:
    Research in the large 3.0: app stores, wide distribution, and big data in MobileHCI research. Mobile HCI (Companion) 2012: 241-244
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      dblp key:

      • conf/middleware/FuJX12
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    Yinjin Fu, Hong Jiang, Nong Xiao:
    A Scalable Inline Cluster Deduplication Framework for Big Data Protection. Middleware 2012: 354-373
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      dblp key:

      • conf/mm/SinghGJ12
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    Vivek K. Singh, Mingyan Gao, Ramesh Jain:
    Situation recognition: an evolving problem for heterogeneous dynamic big multimedia data. ACM Multimedia 2012: 1209-1218
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      • conf/mobide/ShekharGEY12
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    Shashi Shekhar, Viswanath Gunturi, Michael R. Evans, KwangSoo Yang:
    Spatial big-data challenges intersecting mobility and cloud computing. MobiDE 2012: 1-6
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      dblp key:

      • conf/mss/BigelowBBC12
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    David O. Bigelow, Scott A. Brandt, John Bent, Hsing-bung Chen:
    Valmar: High-bandwidth real-time streaming data management. MSST 2012: 1-6
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      dblp key:

      • conf/nsdi/CostaDRO12
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    Paolo Costa, Austin Donnelly, Antony I. T. Rowstron, Greg O'Shea:
    Camdoop: Exploiting In-network Aggregation for Big Data Applications. NSDI 2012: 29-42
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      dblp key:

      • conf/pods/Chaudhuri12
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    Surajit Chaudhuri:
    What next?: a half-dozen data management research goals for big data and the cloud. PODS 2012: 1-4
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      dblp key:

      • conf/pricai/NohuddinCCS12
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    Puteri N. E. Nohuddin, Frans Coenen, Rob Christley, Wataru Sunayama:
    Identification and Visualisation of Pattern Migrations in Big Network Data. PRICAI 2012: 883-886
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      dblp key:

      • conf/rcdl/Kalinichenko12
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    Leonid A. Kalinichenko:
    Инициатива Больших данных: программы, платформы, прогнозы (Big Data Initiative: Programs, Platforms and Forecasts). RCDL 2012: 63
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      dblp key:

      • conf/rcdl/Pivovarov12
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    Andrey Pivovarov:
    Технологии Oracle для работы с Большими Данными (Oracle for Big Data). RCDL 2012: 64
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      dblp key:

      • conf/rcdl/Gorchinskaja12
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    Olga Gorchinskaja:
    Oracle для анализа и исследования Больших Данных (Oracle Technologies for Analysis and Study of Big Data). RCDL 2012: 65-66
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      dblp key:

      • conf/rcis/SimoninBG12
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    Jacques Simonin, Sébastien Bigaret, Julie Gourmelen:
    A data warehouse logical design method based on the alignment with business processes. RCIS 2012: 1-12
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      dblp key:

      • conf/sacmat/BhattiLBGB12
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    Rafae Bhatti, Ryan LaSalle, Rob Bird, Tim Grance, Elisa Bertino:
    Emerging trends around big data analytics and security: panel. SACMAT 2012: 67-68
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      • conf/sc/KaushikN12
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    Rini T. Kaushik, Klara Nahrstedt:
    T: a data-centric cooling energy costs reduction approach for big data analytics cloud. SC 2012: 52
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      • conf/sc/SchmidtOCP12
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    Drew Schmidt, George Ostrouchov, Wei-Chen Chen, Pragneshkumar B. Patel:
    Tight Coupling of R and Distributed Linear Algebra for High-Level Programming with Big Data. SC Companion 2012: 811-815
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      • conf/sc/DeMarDGMRW12
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    Phil DeMar, David Dykstra, Gabriele Garzoglio, P. Mhashikar, Anupam Rajendran, Wenji Wu:
    Abstract: Networking Research Activities at Fermilab for Big Data Analysis. SC Companion 2012: 1398-1399
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      • conf/sc/DemarDGMRW12
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    Phillip J. DeMar, David Dykstra, Gabriele Garzoglio, Parag Mhashilkar, Anupam Rajendran, Wenji Wu:
    Poster: Big Data Networking at Fermilab. SC Companion 2012: 1400
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      • conf/sc/KalimGBF12
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    Umar Kalim, Mark K. Gardner, Eric J. Brown, Wu-chun Feng:
    Abstract: Cascaded TCP: BIG Throughput for BIG DATA Applications in Distributed HPC. SC Companion 2012: 1420-1421
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      • conf/sc/KalimGBF12a
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    Umar Kalim, Mark K. Gardner, Eric J. Brown, Wu-chun Feng:
    Poster: Cascaded TCP: BIG Throughput for BIG DATA Applications in Distributed HPC. SC Companion 2012: 1422
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      dblp key:

      • conf/sc/KlimentovVDWPYZT12
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    Alexei Klimentov, A. Vaniachine, Kaushik De, T. Wenaus, S. Panitkin, Dantong Yu, Gergely V. Záruba, M. Titov:
    Abstract: PanDA: Next Generation Workload Management and Analysis System for Big Data. SC Companion 2012: 1521-1522
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      dblp key:

      • conf/sc/DeKPTVWYZ12
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    Kaushik De, Alexei Klimentov, S. Panitkin, M. Titov, A. Vaniachine, T. Wenaus, D. Yu, Gergely V. Záruba:
    Poster: PanDA: Next Generation Workload Management and Analysis System for Big Data. SC Companion 2012: 1523
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      dblp key:

      • conf/sc/MongaPG12
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    Inder Monga, Eric Pouyoul, Chin Guok:
    Software-Defined Networking for Big-Data Science - Architectural Models from Campus to the WAN. SC Companion 2012: 1629-1635
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      dblp key:

      • conf/sc/Xu12
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    Zhiwei Xu:
    High-Performance Techniques for Big Data Computing in Internet Services. SC Companion 2012: 1861-1895
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      dblp key:

      • conf/sigir/Baeza-YatesM12
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    Ricardo A. Baeza-Yates, Yoelle Maarek:
    (Big) usage data in web search. SIGIR 2012: 1181-1182
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      dblp key:

      • conf/sigmod/ChengQR12
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    Yu Cheng, Chengjie Qin, Florin Rusu:
    GLADE: big data analytics made easy. SIGMOD Conference 2012: 697-700
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      dblp key:

      • conf/smps/Hall12
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    Lawrence O. Hall:
    Exploring Big Data with Scalable Soft Clustering. SMPS 2012: 11-15
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      dblp key:

      • conf/socialcom/0002CTS12
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    Wenbo Wang, Lu Chen, Krishnaprasad Thirunarayan, Amit P. Sheth:
    Harnessing Twitter "Big Data" for Automatic Emotion Identification. SocialCom/PASSAT 2012: 587-592
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      dblp key:

      • conf/tabletop/Leftheriotis12
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    Ioannis Leftheriotis:
    Scalable interaction design for collaborative visual exploration of big data. ITS 2012: 271-276
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      dblp key:

      • conf/tpctc/BaruBNPR12
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    Chaitanya K. Baru, Milind A. Bhandarkar, Raghunath Othayoth Nambiar, Meikel Poess, Tilmann Rabl:
    Setting the Direction for Big Data Benchmark Standards. TPCTC 2012: 197-208
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      dblp key:

      • conf/vnc/GorcitzJSAWWCF12
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    Raul Adrian Gorcitz, Yesid Jarma, Prométhée Spathis, Marcelo Dias de Amorim, Ryuji Wakikawa, John Whitbeck, Vania Conan, Serge Fdida:
    Vehicular carriers for big data transfers (Poster). VNC 2012: 109-114
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      dblp key:

      • conf/wbdb/Poess12
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    Meikel Poess:
    TPC's Benchmark Development Model: Making the First Industry Standard Benchmark on Big Data a Success. WBDB 2012: 1-10
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      dblp key:

      • conf/wbdb/RablJ12
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    Tilmann Rabl, Hans-Arno Jacobsen:
    Big Data Generation. WBDB 2012: 20-27
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      dblp key:

      • conf/wbdb/ChenRK12
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    Yanpei Chen, Francois Raab, Randy H. Katz:
    From TPC-C to Big Data Benchmarks: A Functional Workload Model. WBDB 2012: 28-43
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      dblp key:

      • conf/wbdb/JiaZZWGSZZ12
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    Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang:
    The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. WBDB 2012: 44-59
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      dblp key:

      • conf/wbdb/Glavic12
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    Boris Glavic:
    Big Data Provenance: Challenges and Implications for Benchmarking. WBDB 2012: 72-80
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      dblp key:

      • conf/wbdb/ShekharEGYC12
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    Shashi Shekhar, Michael R. Evans, Viswanath Gunturi, KwangSoo Yang, Daniel Cintra Cugler:
    Benchmarking Spatial Big Data. WBDB 2012: 81-93
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      dblp key:

      • conf/wbdb/RablGHCRPJ12
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    Tilmann Rabl, Ahmad Ghazal, Minqing Hu, Alain Crolotte, Francois Raab, Meikel Poess, Hans-Arno Jacobsen:
    BigBench Specification V0.1 - BigBench: An Industry Standard Benchmark for Big Data Analytics. WBDB 2012: 164-201
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      dblp key:

      • conf/wicsa/Miner12
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    Donald Miner:
    Unified analytics platform for big data. WICSA/ECSA Companion Volume 2012: 176
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      dblp key:

      • conf/wicsa/BegoliH12
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    Edmon Begoli, James L. Horey:
    Design Principles for Effective Knowledge Discovery from Big Data. WICSA/ECSA 2012: 215-218
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      dblp key:

      • conf/wise/NepalB12
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    Surya Nepal, Athman Bouguettaya:
    Big Data and Cloud. WISE Workshops 2012: 237
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      dblp key:

      • conf/wise/Sayar12
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    Ahmet Sayar:
    A Service Oriented Framework for Animating Big Spatiotemporal Datasets. WISE Workshops 2012: 238-250
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      dblp key:

      • conf/wise/ZhuLX12
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    Feng Zhu, Jie Liu, Lijie Xu:
    A Fast and High Throughput SQL Query System for Big Data. WISE 2012: 783-788
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      dblp key:

      • journals/procedia/Sato-Ilic12
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    Mika Sato-Ilic:
    Preface to Part III Adaptive Big Data Analytics. Complex Adaptive Systems 2012: 211
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      dblp key:

      • books/daglib/p/RubelKBKWHHB12
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    Oliver Rübel, Soile V. E. Keränen, Mark D. Biggin, David W. Knowles, Gunther H. Weber, Hans Hagen, Bernd Hamann, E. Wes Bethel:
    Linking Advanced Visualization and MATLAB for the Analysis of 3D Gene Expression Data. Visualization in Medicine and Life Sciences II 2012: 267-285
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      dblp key:

      • books/sp/edp12/Chester12
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    Jeff Chester:
    Cookie Wars: How New Data Profiling and Targeting Techniques Threaten Citizens and Consumers in the "Big Data" Era. European Data Protection 2012: 53-77
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      dblp key:

      • conf/bigda/2012
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    Srinath Srinivasa, Vasudha Bhatnagar:
    Big Data Analytics, First International Conference, BDA 2012, New Delhi, India, December 24-26, 2012. Proceedings. Lecture Notes in Computer Science 7678, Springer 2012, ISBN 978-3-642-35541-7 [contents]
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      dblp key:

      • conf/kdd/2012bigmine
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    Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
    Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2012, Beijing, China, August 12, 2012. ACM 2012, ISBN 978-1-4503-1547-0 [contents]
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      • conf/semweb/2012sersy
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    Marco de Gemmis, Tommaso Di Noia, Pasquale Lops, Thomas Lukasiewicz, Giovanni Semeraro:
    Proceedings of the International Workshop on Semantic Technologies meet Recommender Systems & Big Data, Boston, USA, November 11, 2012. CEUR Workshop Proceedings 919, CEUR-WS.org 2012 [contents]
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      dblp key:

      • journals/corr/abs-1202-1367
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    Karissa McKelvey, Alex Rudnick, Michael Conover, Filippo Menczer:
    Visualizing Communication on Social Media: Making Big Data Accessible. CoRR abs/1202.1367 (2012)
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      • journals/corr/abs-1202-3451
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    Fionn Murtagh, Pedro Contreras:
    The Future of Search and Discovery in Big Data Analytics: Ultrametric Information Spaces. CoRR abs/1202.3451 (2012)
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      dblp key:

      • journals/corr/abs-1203-0160
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    Yingyi Bu, Vinayak R. Borkar, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan:
    Scaling Datalog for Machine Learning on Big Data. CoRR abs/1203.0160 (2012)
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      dblp key:

      • journals/corr/abs-1203-3764
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    Naveen Ashish, Antarip Biswas, Sumit Das, Saurav Nag, Rajiv Pratap:
    The Abzooba Smart Health Informatics Platform (SHIP) TM - From Patient Experiences to Big Data to Insights. CoRR abs/1203.3764 (2012)
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      dblp key:

      • journals/corr/abs-1207-2867
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    Ajay Kumar, Seema Bawa:
    Distributed and Big Data Storage Management in Grid Computing. CoRR abs/1207.2867 (2012)
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      • journals/corr/abs-1207-3923
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    Norman Gray, Tobia Carozzi, Graham Woan:
    Managing Research Data in Big Science. CoRR abs/1207.3923 (2012)
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      dblp key:

      • journals/corr/abs-1208-4167
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    Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen, Sergio Gómez-Villamor, Victor Muntés-Mulero, Serge Mankowskii:
    Solving Big Data Challenges for Enterprise Application Performance Management. CoRR abs/1208.4167 (2012)
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      dblp key:

      • journals/corr/abs-1208-4174
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    Yanpei Chen, Sara Alspaugh, Randy H. Katz:
    Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads. CoRR abs/1208.4174 (2012)
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      • journals/corr/abs-1210-3171
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    Hadassa Daltrophe, Shlomi Dolev, Zvi Lotker:
    Data Interpolation: An Efficient Sampling Alternative for Big Data Aggregation. CoRR abs/1210.3171 (2012)
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      • journals/corr/abs-1210-7350
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    Gilad Mishne, Jeff Dalton, Zhenghua Li, Aneesh Sharma, Jimmy Lin:
    Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture. CoRR abs/1210.7350 (2012)
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      • journals/corr/abs-1211-0970
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    Márton Mestyán, Taha Yasseri, János Kertész:
    Early Prediction of Movie Box Office Success based on Wikipedia Activity Big Data. CoRR abs/1211.0970 (2012)
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      dblp key:

      • journals/corr/abs-1212-0873
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    Peter Richtárik, Martin Takác:
    Parallel Coordinate Descent Methods for Big Data Optimization. CoRR abs/1212.0873 (2012)
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      dblp key:

      • journals/ercim/Atkins12
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    Daniel E. Atkins:
    Data Stewardship in the Age of Big Data. ERCIM News 2012(89) (2012)
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      dblp key:

      • journals/ercim/BonelliPC12
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    Giulia Bonelli, Mario Paolucci, Rosaria Conte:
    Crime and Corruption Observatory: Big Questions behind Big Data. ERCIM News 2012(89) (2012)
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      dblp key:

      • journals/ercim/CandelaCP12
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    Leonardo Candela, Donatella Castelli, Pasquale Pagano:
    Managing Big Data through Hybrid Data Infrastructures. ERCIM News 2012(89) (2012)
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      • journals/ercim/FernandezMA12
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    Javier D. Fernández, Miguel A. Martínez-Prieto, Mario Arias:
    Scalable Management of Compressed Semantic Big Data. ERCIM News 2012(89) (2012)
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      • journals/ercim/GulisanoJPSV12
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    Vincenzo Gulisano, Ricardo Jiménez-Peris, Marta Patiño-Martínez, Claudio Soriente, Patrick Valduriez:
    A Big Data Platform for Large Scale Event Processing. ERCIM News 2012(89) (2012)
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      • journals/ercim/Idreos12
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    Stratos Idreos:
    Cracking Big Data. ERCIM News 2012(89) (2012)
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    Ross King, Rainer Schmidt, Christoph Becker, Sven Schlarb:
    SCAPE: Big Data Meets Digital Preservation. ERCIM News 2012(89) (2012)
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      • journals/ercim/LunguNS12
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    Mircea Lungu, Oscar Nierstrasz, Niko Schwarz:
    Big Software Data Analysis. ERCIM News 2012(89) (2012)
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    Thorsten Schuett, Guillaume Pierre:
    ConPaaS, an Integrated Cloud Environment for Big Data. ERCIM News 2012(89) (2012)
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      • journals/ercim/ThanosMK12
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    Costantino Thanos, Stefan Manegold, Martin L. Kersten:
    Big Data - Introduction to the special theme. ERCIM News 2012(89) (2012)
  • 2011
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      • journals/biodb/GubermanAA11
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    Jonathan M. Guberman, Jiye Ai, Olivier Arnaiz, Joachim Baran, Andrew Blake, Richard A. Baldock, Claude Chelala, David Croft, Anthony Cros, Rosalind J. Cutts, A. Di Génova, Simon A. Forbes, Takatomo Fujisawa, Emanuela Gadaleta, David M. Goodstein, Gunes Gundem, Bernard Haggarty, Syed Haider, Matthew Hall, Todd W. Harris, Robin Haw, S. Hu, Simon J. Hubbard, Jack Hsu, Vivek Iyer, Philip Jones, Toshiaki Katayama, Rhoda Kinsella, Lei Kong, Daniel Lawson, Yong Liang, Núria López-Bigas, J. Luo, Michael J. Lush, Jeremy C. Mason, Francois Moreews, Nelson Ndegwa, Darren J. Oakley, Christian Perez-Llamas, Michael Primig, Elena Rivkin, S. Rosanoff, Rebecca Shepherd, Reinhard Simon, William C. Skarnes, Damian Smedley, Linda Sperling, William Spooner, Peter Stevenson, Kevin R. Stone, Jon W. Teague, Jun Wang, Jianxin Wang, Brett Whitty, David Tai Wai Wong, Marie Wong-Erasmus, Long Yao, Ken Youens-Clark, Christina K. Yung, Junjun Zhang, Arek Kasprzyk:
    BioMart Central Portal: an open database network for the biological community. Database 2011 (2011)
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      • journals/biodb/Perez-LlamasGL11
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    Christian Perez-Llamas, Gunes Gundem, Núria López-Bigas:
    Integrative Cancer Genomics (IntOGen) in Biomart. Database 2011 (2011)
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      • journals/bioinformatics/RodelspergerKBHBBCSR11
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    Christian Rödelsperger, Peter Krawitz, Sebastian Bauer, Jochen Hecht, Abigail W. Bigham, Michael Bamshad, Birgit Jonske de Condor, Michal R. Schweiger, Peter N. Robinson:
    Identity-by-descent filtering of exome sequence data for disease-gene identification in autosomal recessive disorders. Bioinformatics 27(6): 829-836 (2011)
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      • journals/bmcbi/RanganathanSKRNT11
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    Shoba Ranganathan, Christian Schönbach, Janet Kelso, Burkhard Rost, Sheila Nathan, Tin Wee Tan:
    Towards big data science in the decade ahead from ten years of InCoB and the 1st ISCB-Asia Joint Conference. BMC Bioinformatics 12(S-13): S1 (2011)
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      • journals/cse/AlexanderHS11
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    Francis J. Alexander, Adolfy Hoisie, Alexander S. Szalay:
    Big Data [Guest editorial]. Computing in Science and Engineering 13(6): 10-13 (2011)
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      • journals/datamine/MueenKZCWS11
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    Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu, Sydney Cash, M. Brandon Westover, Nima Bigdely Shamlo:
    A disk-aware algorithm for time series motif discovery. Data Min. Knowl. Discov. 22(1-2): 73-105 (2011)
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      • journals/gpb/ZhangLLPZYH11
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    Tongwu Zhang, Yingfeng Luo, Kan Liu, Linlin Pan, Bing Zhang, Jun Yu, Songnian Hu:
    BIGpre: A Quality Assessment Package for Next-Generation Sequencing Data. Genomics, Proteomics & Bioinformatics 9(6): 238-244 (2011)
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      • journals/pvldb/Campbell11
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    David Campbell:
    Is It Still "Big Data" If It Fits In My Pocket? PVLDB 4(11): 694 (2011)
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      • journals/sigmod/BizerBBE11
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    Christian Bizer, Peter A. Boncz, Michael L. Brodie, Orri Erling:
    The meaningful use of big data: four perspectives - four challenges. SIGMOD Record 40(4): 56-60 (2011)
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      • journals/wpc/CampoB11
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    Adrià Tauste Campo, Ezio Biglieri:
    Asymptotic Capacity of Static Multiuser Channels Under Optimal User Identification and Data Detection. Wireless Personal Communications 58(3): 409-419 (2011)
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      • conf/ausdm/Abbass11
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    Hussein Abbass:
    Mining Big Data Streams: The Fallacy of Blind Correlation and the Importance of Models. AusDM 2011: 5
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      • conf/bibm/HuangMKWJKBH11
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    Min-Yu Huang, Lester W. Mackey, Soile V. E. Keränen, Gunther H. Weber, Michael I. Jordan, David W. Knowles, Mark D. Biggin, Bernd Hamann:
    Visually Relating Gene Expression and in vivo DNA Binding Data. BIBM 2011: 586-589
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      • conf/cidr/HerodotouLLBDCB11
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    Herodotos Herodotou, Harold Lim, Gang Luo, Nedyalko Borisov, Liang Dong, Fatma Bilgen Cetin, Shivnath Babu:
    Starfish: A Self-tuning System for Big Data Analytics. CIDR 2011: 261-272
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      • conf/cikm/SelvarajBSS11
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    Sathiya Keerthi Selvaraj, Bigyan Bhar, Sundararajan Sellamanickam, Shirish Krishnaj Shevade:
    Semi-supervised SVMs for classification with unknown class proportions and a small labeled dataset. CIKM 2011: 653-662
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      dblp key:

      • conf/cloud/HuaiLZX011
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    Yin Huai, Rubao Lee, Simon Zhang, Cathy H. Xia, Xiaodong Zhang:
    DOT: a matrix model for analyzing, optimizing and deploying software for big data analytics in distributed systems. SoCC 2011: 4
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      dblp key:

      • conf/cmg/Jonas11
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    Jeff Jonas:
    Big Data, New Physics, and Geospatial Super-Food. Int. CMG Conference 2011
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      • conf/cmg/Pentakalos11
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    Odysseas I. Pentakalos:
    Processing Big Data on the Cloud. Int. CMG Conference 2011
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      • conf/dbsocial/SilbersteinMR11
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    Adam Silberstein, Ashwin Machanavajjhala, Raghu Ramakrishnan:
    Feed following: the big data challenge in social applications. DBSocial 2011: 1-6
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      dblp key:

      • conf/dolap/CuzzocreaSD11
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    Alfredo Cuzzocrea, Il-Yeol Song, Karen C. Davis:
    Analytics over large-scale multidimensional data: the big data revolution! DOLAP 2011: 101-104
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      • conf/edbt/AgrawalDA11
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    Divyakant Agrawal, Sudipto Das, Amr El Abbadi:
    Big data and cloud computing: current state and future opportunities. EDBT 2011: 530-533
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      • conf/fusion/NagaoKNH11
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    Hiromichi Nagao, Naoki Kobayashi, Shin'ya Nakano, Tomoyuki Higuchi:
    Fault parameter estimation with data assimilation on infrasound variations due to big earthquakes. FUSION 2011: 1-6
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      • conf/hotcloud/DaiHH0L11
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    Jinquan Dai, Jie Huang, Shengsheng Huang, Bo Huang, Yan Liu:
    HiTune: Dataflow-Based Performance Analysis for Big Data Cloud. HotCloud 2011
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      dblp key:

      • conf/huc/CramerRBS11
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    Henriette S. M. Cramer, Mattias Rost, Frank Bentley, David A. Shamma:
    2nd workshop on research in the large. using app stores, wide distribution channels and big data in ubicomp research. Ubicomp 2011: 619-620
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      • conf/igarss/CheLD11
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    Tao Che, Xin Li, Liyun Dai:
    Monitoring freeze-up and break-up dates of Northern Hemisphere big lakes using passive microwave remote sensing data. IGARSS 2011: 3191-3193
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      • conf/lcn/BigwoodtVAB11
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    Greg Bigwoodt, Aline Carneiro Viana, Marcelo Dias de Amorim, Mathias Boc:
    Collaborative data collection in global sensing systems. LCN 2011: 243-246
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      • conf/retis/RamanathanGA11
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    Shalini Ramanathan, Savita Goel, Subramanian Alagumalai:
    Comparison of Cloud database: Amazon's SimpleDB and Google's Bigtable. ReTIS 2011: 165-168
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      • conf/services/KohlweySTM11
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    Edmund Kohlwey, Abel Sussman, Jason Trost, Amber Maurer:
    Leveraging the Cloud for Big Data Biometrics: Meeting the Performance Requirements of the Next Generation Biometric Systems. SERVICES 2011: 597-601
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      dblp key:

      • conf/urai/YuMBM11
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    Wonpil Yu, Hyungpil Moon, Geoffrey Biggs, Raj Madhavan:
    Progress on standard development of map data representation. URAI 2011: 770-771
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      • conf/usenix/DaiHH0L11
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    Jinquan Dai, Jie Huang, Shengsheng Huang, Bo Huang, Yan Liu:
    HiTune: Dataflow-Based Performance Analysis for Big Data Cloud. USENIX Annual Technical Conference 2011
  • 2010
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      • journals/biodb/VohraHHKB10
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    Shabana Vohra, Benjamin A. Hall, Daniel A. Holdbrook, Syma Khalid, Philip C. Biggin:
    Bookshelf: a simple curation system for the storage of biomolecular simulation data. Database 2010 (2010)
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      • journals/bioinformatics/KentZBHK10
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    W. James Kent, Ann S. Zweig, Galt P. Barber, Angie S. Hinrichs, Donna Karolchik:
    BigWig and BigBed: enabling browsing of large distributed datasets. Bioinformatics 26(17): 2204-2207 (2010)
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      • journals/bmcbi/AswaniKBFKBBT10
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    Anil Aswani, Soile V. E. Keränen, James Brown, Charless C. Fowlkes, David W. Knowles, Mark D. Biggin, Peter Bickel, Claire J. Tomlin:
    Nonparametric identification of regulatory interactions from spatial and temporal gene expression data. BMC Bioinformatics 11: 413 (2010)
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      • journals/bmcbi/CoxPB10
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    Murray P. Cox, Daniel A. Peterson, Patrick J. Biggs:
    SolexaQA: At-a-glance quality assessment of Illumina second-generation sequencing data. BMC Bioinformatics 11: 485 (2010)
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      dblp key:

      • journals/cbm/SoriaGAGPRMBBLEBBE10
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    Daniele Soria, Jonathan M. Garibaldi, Federico Ambrogi, Andrew R. Green, Des Powe, Emad Rakha, R. Douglas Macmillan, Roger W. Blamey, Graham R. Ball, Paulo J. G. Lisboa, Terence A. Etchells, Patrizia Boracchi, Elia Biganzoli, Ian O. Ellis:
    A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients. Comp. in Bio. and Med. 40(3): 318-330 (2010)
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      • journals/cim/LisboaVTNCMB10
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    Paulo J. G. Lisboa, Alfredo Vellido, Roberto Tagliaferri, Francesco Napolitano, Michele Ceccarelli, José David Martín-Guerrero, Elia Biganzoli:
    Data Mining in Cancer Research [Application Notes]. IEEE Comp. Int. Mag. 5(1): 14-18 (2010)
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      dblp key:

      • journals/dlib/Morris10
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    Carol Minton Morris:
    Cloud Computing, Big Data, and Open Access at EDUCAUSE 2009. D-Lib Magazine 16(1/2) (2010)
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      • journals/ijsnet/BigriggMG10
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    Michael W. Bigrigg, H. Scott Matthews, James H. Garrett Jr.:
    Fault perturbations in building sensor network data streams. IJSNet 7(3): 152-161 (2010)
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      • journals/ijsnet/ZennaroB10
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    Marco Zennaro, Antoine B. Bagula:
    Design of a flexible and robust gateway to collect sensor data in intermittent power environments. IJSNet 8(3/4): 172-181 (2010)
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      • journals/pvldb/AgrawalDA10
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    Divyakant Agrawal, Sudipto Das, Amr El Abbadi:
    Big Data and Cloud Computing: New Wine or just New Bottles?. PVLDB 3(2): 1647-1648 (2010)
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      • journals/tcbb/RubelWHBBFHKEKMHH10
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    Oliver Rübel, Gunther H. Weber, Min-Yu Huang, E. Wes Bethel, Mark D. Biggin, Charless C. Fowlkes, Cris L. Luengo Hendriks, Soile V. E. Keränen, Michael B. Eisen, David W. Knowles, Jitendra Malik, Hans Hagen, Bernd Hamann:
    Integrating Data Clustering and Visualization for the Analysis of 3D Gene Expression Data. IEEE/ACM Trans. Comput. Biology Bioinform. 7(1): 64-79 (2010)
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      • conf/3pgcic/BessisAFNX10
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    Nik Bessis, Eleana Asimakopoulou, Tim French, Peter Norrington, Fatos Xhafa:
    The Big Picture, from Grids and Clouds to Crowds: A Data Collective Computational Intelligence Case Proposal for Managing Disasters. 3PGCIC 2010: 351-356
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      • conf/cibb/BassaniACB10
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    Niccoló Bassani, Federico Ambrogi, Danila Coradini, Elia Biganzoli:
    Use of Biplots and Partial Least Squares Regression in Microarray Data Analysis for Assessing Association between Genes Involved in Different Biological Pathways. CIBB 2010: 123-134
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      dblp key:

      • conf/ecai/LinC10
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    Frank Lin, William W. Cohen:
    A Very Fast Method for Clustering Big Text Datasets. ECAI 2010: 303-308
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      • conf/ieeevast/Amaral10
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    Luis A. Nunes Amaral:
    Keynote address: How will big pictures emerge from a sea of [...] biological data? IEEE VAST 2010
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      • conf/igarss/DurbinTDD10
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    Phillip Durbin, Curt Tilmes, Brian Duggan, Bigyani Das:
    OMI Near Real Time data processing. IGARSS 2010: 586-588
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      • conf/igarss/NirchioPRSPTCTMAABBBBNCCCCDCDFFGILMMMNPRSSTVZ10
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    Francesco Nirchio, Gianfranco Pandiscia, Giovanni Ruggieri, Rosalia Santoleri, Nadia Pinardi, Paolo Trivero, Chiara Castellani, Francesco Tataranni, Andrea Masini, Maria Adamo, R. Archetti, Walter Biamino, F. Bignami, E. Bohm, M. Borasi, B. Buongiorno Nardelli, M. Cavagnero, F. Colao, S. Colella, G. Coppini, V. Debettio, Giacomo De Carolis, M. De Dominicis, V. Forneris, F. Fontebasso, A. Griffa, R. Iacono, E. Lombardi, S. Marullo, G. Manzella, A. Mercatini, E. Napolitano, A. Pisano, F. Reseghetti, R. Sorgente, M. Sprovieri, G. Terranova, G. Volpe, E. Zambianchi:
    Contribution of Cosmo/SkyMed data into PRIMI: A pilot project on marine oil pollution. results after one year of operations. IGARSS 2010: 4799-4802
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      • conf/ijcnn/BassaniACBB10
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    Niccoló Bassani, Federico Ambrogi, Danila Coradini, Patrizia Boracchi, Elia Biganzoli:
    Complementary use of cluster analysis and biplots to discover and validate patterns of gene expression in microarray data. IJCNN 2010: 1-7
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      • conf/mcs/SamadzadeganBR10
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    Farhad Samadzadegan, Behnaz Bigdeli, Pouria Ramzi:
    A Multiple Classifier System for Classification of LIDAR Remote Sensing Data Using Multi-class SVM. MCS 2010: 254-263
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      • conf/mss/BigelowBBC10
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    David O. Bigelow, Scott A. Brandt, John Bent, Hsing-bung Chen:
    Mahanaxar: Quality of service guarantees in high-bandwidth, real-time streaming data storage. MSST 2010: 1-11
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      • conf/sede/ViswanathanS10
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    Ganesh Viswanathan, Markus Schneider:
    BigCube: A Metamodel for Managing Multidimensional Data. SEDE 2010: 237-242
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      • conf/sigmod/Amer-YahiaDKKF10
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    Sihem Amer-Yahia, AnHai Doan, Jon M. Kleinberg, Nick Koudas, Michael J. Franklin:
    Crowds, clouds, and algorithms: exploring the human side of "big data" applications. SIGMOD Conference 2010: 1259-1260
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      • conf/sigsoft/Eagle10
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    Nathan Eagle:
    Big data, global development, and complex social systems. SIGSOFT FSE 2010: 3-4
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      • journals/procedia/RubelABBCCDEFGHHHKKHMMMP10
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    Oliver Rübel, Sean Ahern, E. Wes Bethel, Mark D. Biggin, Hank Childs, Estelle Cormier-Michel, Angela H. DePace, Michael B. Eisen, Charless C. Fowlkes, Cameron G. R. Geddes, Hans Hagen, Bernd Hamann, Min-Yu Huang, Soile V. E. Keränen, David W. Knowles, Cris L. Luengo Hendriks, Jitendra Malik, Jeremy S. Meredith, Peter Messmer, Prabhat:
    Coupling visualization and data analysis for knowledge discovery from multi-dimensional scientific data. ICCS 2010: 1757-1764
  • 2009
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      • journals/cacm/Jacobs09
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    Adam Jacobs:
    The pathologies of big data. Commun. ACM 52(8): 36-44 (2009)
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      • journals/csda/LamaBB09
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    Nicola Lama, Patrizia Boracchi, Elia Biganzoli:
    Exploration of distributional models for a novel intensity-dependent normalization procedure in censored gene expression data. Computational Statistics & Data Analysis 53(5): 1906-1922 (2009)
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      • journals/csda/AmbrogiBB09
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    Federico Ambrogi, Elia Biganzoli, Patrizia Boracchi:
    Estimating crude cumulative incidences through multinomial logit regression on discrete cause-specific hazards. Computational Statistics & Data Analysis 53(7): 2767-2779 (2009)
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      • journals/ijista/BigriggMG09
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    Michael W. Bigrigg, H. Scott Matthews, James H. Garrett Jr.:
    Imputation of missing sensor data values using in-exact replicas. IJISTA 7(1): 4-23 (2009)
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      • journals/ijkesdp/FernandesFJELBB09
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    Ana S. Fernandes, José Manuel Fonseca, Ian H. Jarman, Terence A. Etchells, Paulo J. G. Lisboa, Elia Biganzoli, Chris Bajdik:
    Evaluation of missing data imputation in longitudinal cohort studies in breast cancer survival. IJKESDP 1(3): 257-276 (2009)
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      • journals/jaise/NaeemB09
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    Usman Naeem, John Bigham:
    Activity recognition in the home using a hierarchal framework with object usage data. JAISE 1(4): 335-350 (2009)
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      • journals/jasis/VibertRBRGR09
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    Nicolas Vibert, Christine Ros, Ludovic Le Bigot, Mélanie Ramond, Jérôme Gatefin, Jean-François Rouet:
    Effects of domain knowledge on reference search with the PubMed database: An experimental study. JASIST 60(7): 1423-1447 (2009)
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      • journals/jbi/PaolettiCMBCPM09
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    Matteo Paoletti, Gianna Camiciottoli, Eleonora Meoni, Francesca Bigazzi, Lucia Cestelli, Massimo Pistolesi, Carlo Marchesi:
    Explorative data analysis techniques and unsupervised clustering methods to support clinical assessment of Chronic Obstructive Pulmonary Disease (COPD) phenotypes. Journal of Biomedical Informatics 42(6): 1013-1021 (2009)
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      • journals/pvldb/CohenDDHW09
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    Jeffrey Cohen, Brian Dolan, Mark Dunlap, Joseph M. Hellerstein, Caleb Welton:
    MAD Skills: New Analysis Practices for Big Data. PVLDB 2(2): 1481-1492 (2009)
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      • journals/queue/Jacobs09
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    Adam Jacobs:
    The Pathologies of Big Data. ACM Queue 7(6): 10 (2009)
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      dblp key:

      • conf/icb/FrancoMM09
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    Annalisa Franco, Dario Maio, Davide Maltoni:
    The Big Brother Database: Evaluating Face Recognition in Smart Home Environments. ICB 2009: 142-150
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      • conf/icccn/ZennaroB09
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    Marco Zennaro, Antoine B. Bagula:
    Design of a Flexible and Reliable Gateway to Collect Sensor Data in Intermittent Power Environments. ICCCN 2009: 1-6
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      • conf/icdm/MueenKS09
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    Abdullah Mueen, Eamonn J. Keogh, Nima Bigdely Shamlo:
    Finding Time Series Motifs in Disk-Resident Data. ICDM 2009: 367-376
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      dblp key:

      • conf/igarss/PierdiccaPBTL09
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    Nazzareno Pierdicca, Luca Pulvirenti, Christian Bignami, Francesca Ticconi, Marco Laurenti:
    High Resolution Mapping of Soil Moisture by SAR: Data Integration and Exploitation of Prior Information. IGARSS (4) 2009: 960-963
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      • conf/ijcnn/BiganzoliAB09
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    Elia Biganzoli, Federico Ambrogi, Patrizia Boracchi:
    Partial logistic artificial neural networks (PLANN) for flexible modeling of censored survival data. IJCNN 2009: 340-346
  • 2008
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      • journals/debu/Holstege08
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    Mary Holstege:
    Big, Fast XQuery: Enabling Content Applications. IEEE Data Eng. Bull. 31(4): 41-48 (2008)
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      • journals/esi/NativiCDB08
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    Stefano Nativi, John Caron, Ben Domenico, Lorenzo Bigagli:
    Unidata's Common Data Model mapping to the ISO 19123 Data Model. Earth Science Informatics 1(2): 59-78 (2008)
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      • journals/tocs/ChangDGHWBCFG08
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    Fay Chang, Jeffrey Dean, Sanjay Ghemawat, Wilson C. Hsieh, Deborah A. Wallach, Michael Burrows, Tushar Chandra, Andrew Fikes, Robert E. Gruber:
    Bigtable: A Distributed Storage System for Structured Data. ACM Trans. Comput. Syst. 26(2) (2008)
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      • conf/acl/MairesseW08
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    François Mairesse, Marilyn A. Walker:
    Trainable Generation of Big-Five Personality Styles through Data-Driven Parameter Estimation. ACL 2008: 165-173
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      • conf/gem/AlisobhaniMNB08
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    Seyed Reza Alisobhani, Ferial Mehrabanpoor, Yaser Nosrati, Bahram Sadeghi Bigham:
    Data Encryption Based On Protein Synthesis. GEM 2008: 278-283
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      • conf/icmla/SoriaGBE08
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    Daniele Soria, Jonathan M. Garibaldi, Elia Biganzoli, Ian O. Ellis:
    A Comparison of Three Different Methods for Classification of Breast Cancer Data. ICMLA 2008: 619-624
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      • conf/icmla/FernandesJEFBBL08
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    Ana S. Fernandes, Ian H. Jarman, Terence A. Etchells, José Manuel Fonseca, Elia Biganzoli, Chris Bajdik, Paulo J. G. Lisboa:
    Missing Data Imputation in Longitudinal Cohort Studies: Application of PLANN-ARD in Breast Cancer Survival. ICMLA 2008: 644-649
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      dblp key:

      • conf/icpr/TeferiB08
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    Dereje Teferi, Josef Bigün:
    Evaluation protocol for the DXM2VTS database and performance comparison of face detection and face tracking on video. ICPR 2008: 1-4
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      • conf/micro/TiwariAMVS08
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    Mohit Tiwari, Banit Agrawal, Shashidhar Mysore, Jonathan Valamehr, Timothy Sherwood:
    A small cache of large ranges: Hardware methods for efficiently searching, storing, and updating big dataflow tags. MICRO 2008: 94-105
  • 2007
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      • journals/csda/FournierRBNIW07
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    B. Fournier, N. Rupin, M. Bigerelle, D. Najjar, A. Iost, R. Wilcox:
    Estimating the parameters of a generalized lambda distribution. Computational Statistics & Data Analysis 51(6): 2813-2835 (2007)
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      • journals/csda/BacciniBLLS07
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    Michela Baccini, Annibale Biggeri, Corrado Lagazio, Aitana Lertxundi, Marc Saez:
    Parametric and semi-parametric approaches in the analysis of short-term effects of air pollution on health. Computational Statistics & Data Analysis 51(9): 4324-4336 (2007)
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      • journals/csda/LawsonSKBM07
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    Andrew B. Lawson, Silvia Simeon, Martin Kulldorff, Annibale Biggeri, Corrado Magnani:
    Line and point cluster models for spatial health data. Computational Statistics & Data Analysis 51(12): 6027-6043 (2007)
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      • journals/csda/AmbrogiLBB07
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    Federico Ambrogi, Nicola Lama, Patrizia Boracchi, Elia Biganzoli:
    Selection of artificial neural network models for survival analysis with Genetic Algorithms. Computational Statistics & Data Analysis 52(1): 30-42 (2007)
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      • journals/datascience/OnsrudC07
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    Harlan Onsrud, James Campbell:
    Big Opportunities in Access to "Small Science" Data. Data Science Journal 6: 58-66 (2007)
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      • journals/debu/FranklinHM07
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    Michael J. Franklin, Joseph M. Hellerstein, Samuel Madden:
    Thinking Big About Tiny Databases. IEEE Data Eng. Bull. 30(3): 37-48 (2007)
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      • journals/oir/Jacso07c
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    Péter Jacsó:
    How big is a database versus how is a database big. Online Information Review 31(4): 533-536 (2007)
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      • journals/prl/TeferiB07
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    Dereje Teferi, Josef Bigün:
    Damascening video databases for evaluation of face tracking and recognition - The DXM2VTS database. Pattern Recognition Letters 28(15): 2143-2156 (2007)
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      • journals/tit/BiglieriL07
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    Ezio Biglieri, Marco Lops:
    Multiuser Detection in a Dynamic Environment- Part I: User Identification and Data Detection. IEEE Transactions on Information Theory 53(9): 3158-3170 (2007)
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      • conf/dfg/RubelWHBKFHDSEBHMKH07
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    Oliver Rübel, Gunther H. Weber, Min-Yu Huang, E. Wes Bethel, Soile V. E. Keränen, Charless C. Fowlkes, Cris L. Luengo Hendriks, Angela H. DePace, L. Simirenko, Michael B. Eisen, Mark D. Biggin, Hans Hagen, Jitendra Malik, David W. Knowles, Bernd Hamann:
    PointCloudXplore 2: Visual Exploration of 3D Gene Expression. Visualization of Large and Unstructured Data Sets 2007: 125-137
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      • conf/igarss/NativiBMMB07
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    Stefano Nativi, Lorenzo Bigagli, Paolo Mazzetti, Ugo Mattia, Enrico Boldrini:
    Discovery, query and access services for imagery, gridded and coverage data a clearinghouse solution. IGARSS 2007: 4021-4024
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      • conf/ijcnn/LisboaBTEJAA07
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    Paulo J. G. Lisboa, Elia Biganzoli, Azzam F. Taktak, Terence A. Etchells, Ian H. Jarman, M. S. Hane Aung, Federico Ambrogi:
    Assessing flexible models and rule extraction from censored survival data. IJCNN 2007: 1663-1668
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      • journals/corr/abs-0705-3344
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    Ezio Biglieri, Marco Lops:
    Multiuser detection in a dynamic environment Part I: User identification and data detection. CoRR abs/0705.3344 (2007)
  • 2006
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    Marta Blangiardo, Simona Toti, Betti Giusti, Rosanna Abbate, Alberto Magi, Filippo Poggi, Luciana Rossi, Francesca Torricelli, Annibale Biggeri:
    Using a calibration experiment to assess gene-specific information: full Bayesian and empirical Bayesian models for two-channel microarray data. Bioinformatics 22(1): 50-57 (2006)
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    John Bigham, David Gamez, Xuan Jin, Chris I. Phillips:
    Test data for anomaly detection in the electricity infrastructure. IJCIS 2(4): 396-411 (2006)
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    Afrin Naz, Krishna M. Kavi, Wentong Li, Philip H. Sweany:
    Tiny split data-caches make big performance impact for embedded applications. J. Embedded Computing 2(2): 207-219 (2006)
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      • conf/iccS/WuYLWZ06
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    Haiping Wu, Hongliang Yu, Bigang Li, Wei Xue, Weimin Zheng:
    A Database Redo Log System Based on Virtual Memory Disk. International Conference on Computational Science (3) 2006: 656-662
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      • conf/ifip11-9/PollittW06
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    Mark Pollitt, Anthony Whitledge:
    Exploring Big Haystacks: Data Mining and Knowledge Management. IFIP Int. Conf. Digital Forensics 2006: 67-76
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      • conf/igarss/DomenicoCDNB06
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    Ben Domenico, John Caron, Ethan Davis, Stefano Nativi, Lorenzo Bigagli:
    GALEON: Standards-based Web Services for Interoperability among Earth Sciences Data Systems. IGARSS 2006: 313-316
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      • conf/osdi/ChangDGHWBCFG06
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    Fay Chang, Jeffrey Dean, Sanjay Ghemawat, Wilson C. Hsieh, Deborah A. Wallach, Michael Burrows, Tushar Chandra, Andrew Fikes, Robert Gruber:
    Bigtable: A Distributed Storage System for Structured Data (Awarded Best Paper!). OSDI 2006: 205-218
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      • conf/sede/Tiwana06
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    Shahzad Majeed Tiwana:
    SlidingCubes- Mining for Bigger Dense Regions in Sparse Data Cubes. SEDE 2006: 246-252
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      • conf/setn/HadzilacosKPX06
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    Thanasis Hadzilacos, Dimitris Kalles, Christos Pierrakeas, Michalis Nik Xenos:
    On Small Data Sets Revealing Big Differences. SETN 2006: 512-515
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      • conf/vissym/RubelWKFHSSEBHSMKH06
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    Oliver Rübel, Gunther H. Weber, Soile V. E. Keränen, Charless C. Fowlkes, Cris L. Luengo Hendriks, L. Simirenko, N. Y. Shah, Michael B. Eisen, Mark D. Biggin, Hans Hagen, Damir Sudar, Jitendra Malik, David W. Knowles, Bernd Hamann:
    PointCloudXplore: Visual Analysis of 3D Gene Expression Data Using Physical Views and Parallel Coordinates. EuroVis 2006: 203-210
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      • conf/vissym/BiglerGGHP06
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    James Bigler, James Guilkey, Christiaan P. Gribble, Charles D. Hansen, Steven G. Parker:
    A Case Study: Visualizing Material Point Method Data. EuroVis 2006: 299-306
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      • conf/wsc/AndersonBBDHLP06
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    Kay S. Anderson, Joseph P. Bigus, Eric Bouillet, Parijat Dube, Nagui Halim, Zhen Liu, Dimitrios E. Pendarakis:
    SWORD: scalable and flexible workload generator for distributed data processing systems. Winter Simulation Conference 2006: 2109-2116
  • 2005
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    Adam A. Margolin, Joel Greshock, Tara L. Naylor, Yael Mosse, John M. Maris, Graham Bignell, Alexander I. Saeed, John Quackenbush, Barbara L. Weber:
    CGHAnalyzer: a stand-alone software package for cancer genome analysis using array-based DNA copy number data. Bioinformatics 21(15): 3308-3311 (2005)
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    Leon Goldovsky, Paul Janssen, Dag G. Ahrén, Benjamin Audit, Ildefonso Cases, Nikos Darzentas, Anton J. Enright, Núria López-Bigas, José M. Peregrín-Alvarez, Mike Smith, Sophia Tsoka, Victor Kunin, Christos A. Ouzounis:
    CoGenT++: an extensive and extensible data environment for computational genomics. Bioinformatics 21(19): 3806-3810 (2005)
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      • journals/jgo/Bartholomew-BiggsUZ05
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    Mike C. Bartholomew-Biggs, Z. J. Ulanowski, S. Zakovic:
    Using Global Optimization for a Microparticle Identification Problem with Noisy Data. J. Global Optimization 32(3): 325-347 (2005)
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    Jacalyn M. Huband, James C. Bezdek, Richard J. Hathaway:
    bigVAT: Visual assessment of cluster tendency for large data sets. Pattern Recognition 38(11): 1875-1886 (2005)
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      • journals/socnet/Assche05
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    Simona Bignami-Van Assche:
    Network stability in longitudinal data: A case study from rural Malawi. Social Networks 27(3): 231-247 (2005)
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      • conf/damon/CarmeanFKPR05
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    Doug Carmean, Babak Falsafi, Bradley C. Kuszmaul, Jignesh M. Patel, Kenneth A. Ross:
    Architecture-Conscious Databases: sub-optimization or the next big leap? DaMoN 2005
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      • conf/or/BrandlKS05
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    Bernd Brandl, Christian Keber, Matthias G. Schuster:
    Data Mining for Big Data Macroeconomic Forecasting: A Complementary Approach to Factor Models. OR 2005: 483-488
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      • series/class/RachevSBF05
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    Svetlozar T. Rachev, Stoyan V. Stoyanov, Almira Biglova, Frank J. Fabozzi:
    An Empirical Examination of Daily Stock Return Distributions for U.S. Stocks. Data Analysis and Decision Support 2005: 269-281
  • 2004
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      • conf/dexaw/BigagliNMV04
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    Lorenzo Bigagli, Stefano Nativi, Paolo Mazzetti, G. Villoresi:
    GI-Cat: a Web Service for Dataset Cataloguing Based on ISO 19115. DEXA Workshops 2004: 846-850
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      • conf/dolap/CostaM04
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    Marco Costa, Henrique Madeira:
    Handling big dimensions in distributed data warehouses using the DWS technique. DOLAP 2004: 31-37
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      • conf/igarss/BignamiCPS04
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    Christian Bignami, Marco Chini, Nazzareno Pierdicca, Salvatore Stramondo:
    Comparing and combining the capability of detecting earthquake damages in urban areas using SAR and optical data. IGARSS 2004
  • 2003
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      • journals/csda/BiggeriDLB03
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    Annibale Biggeri, E. Dreassi, Corrado Lagazio, Dankmar Böhning:
    A transitional non-parametric maximum pseudo-likelihood estimator for disease mapping. Computational Statistics & Data Analysis 41(3-4): 617-629 (2003)
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      • journals/csda/BoracchiBM03
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    Patrizia Boracchi, Elia Biganzoli, Ettore Marubini:
    Joint modelling of cause-specific hazard functions with cubic splines: an application to a large series of breast cancer patients. Computational Statistics & Data Analysis 42(1-2): 243-262 (2003)
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      • journals/nar/KarsentyBTLMHCSJCFWPDFBZBNG03
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    Emmanuelle Karsenty, Emmanuel Barillot, Gwenola Tosser-Klopp, Yvette Lahbib-Mansais, Denis Milan, Francois Hatey, Susanna Cirera, Milena Sawera, Claus B. Jørgensen, Bhanu Chowdhary, Merete Fredholm, Klaus Wimmers, Siriluck Ponsuksili, Roberta Davoli, Luca Fontanesi, Silvia Braglia, Paolo Zambonelli, Daniele Bigi, Stefan Neuenschwander, Joël Gellin:
    The GENETPIG database: a tool for comparative mapping in pig (Sus scrofa). Nucleic Acids Research 31(1): 138-141 (2003)
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      • journals/tgrs/PuGBL03
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    Ruiliang Pu, Peng Gong, Greg S. Biging, Mirta Rosa Larrieu:
    Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index. IEEE T. Geoscience and Remote Sensing 41(4): 916-921 (2003)
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      • journals/tgrs/BryantMMHTMB03
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    Ross Bryant, M. Susan Moran, Stephen A. McElroy, Chandra D. Holifield, Kurtis J. Thome, Tomoaki Miura, Stuart F. Biggar:
    Data continuity of Earth Observing 1 (EO-1) Advanced Land I satellite imager (ALI) and Landsat TM and ETM+. IEEE T. Geoscience and Remote Sensing 41(6): 1204-1214 (2003)
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      • journals/tgrs/GongPBL03
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    Peng Gong, Ruiliang Pu, Greg S. Biging, Mirta Rosa Larrieu:
    Estimation of forest leaf area index using vegetation indices derived from Hyperion hyperspectral data. IEEE T. Geoscience and Remote Sensing 41(6): 1355-1362 (2003)
  • 2002
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      • journals/ijcim/NdiayeBCB02
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    Djibril Ndiaye, Michel Bigand, Didier Corbeel, Jean Pierre Bourey:
    Information system for production engineering: contribution to maintaining consistency of composite data using an object-oriented approach. Int. J. Computer Integrated Manufacturing 15(3): 233-241 (2002)
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      • journals/imds/BiggartG02
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    Timothy B. Biggart, Vidyaranya B. Gargeya:
    Impact of JIT on inventory to sales ratios. Industrial Management and Data Systems 102(4): 197-202 (2002)
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      • journals/nn/BiganzoliBM02
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    Elia Biganzoli, Patrizia Boracchi, Ettore Marubini:
    A general framework for neural network models on censored survival data. Neural Networks 15(1): 209-218 (2002)
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      • conf/pet/IlievS02
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    Alexander Iliev, Sean W. Smith:
    Prototyping an Armored Data Vault: Rights Management on Big Brother's Computer. Privacy Enhancing Technologies 2002: 144-159
  • 2001
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      • journals/bib/MarcotteD01
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    Edward M. Marcotte, Shailesh V. Date:
    Exploiting Big Biology: Integrating Large-scale Biological Data for Function Inference. Briefings in Bioinformatics 2(4): 363-374 (2001)
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      • conf/cascon/PetrazickisS01
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    Leons Petrazickis, Bradley Steinfeld:
    Crunching big data in the cloud with Hadoop and BigInsights. CASCON 2001: 334-335
  • 2000
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      • conf/icpr/MatasHJKLKTPTYSCGABBM00
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    Jiri Matas, Miroslav Hamouz, Kenneth Jonsson, Josef Kittler, Yongping Li, Constantine Kotropoulos, Anastasios Tefas, Ioannis Pitas, Teewoon Tan, Hong Yan, Fabrizio Smeraldi, N. Capdevielle, Wulfram Gerstner, Yousri Abdeljaoued, Josef Bigün, S. Ben-Yacoub, E. Mayoraz:
    Comparison of Face Verification Results on the XM2VTS Database. ICPR 2000: 4858-4863
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      • conf/mva/BigorgneAD00
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    Erwan Bigorgne, Catherine Achard, Jean Devars:
    Local Zernike Moments Vector for Content-Based Queries in Image Data Base. MVA 2000: 327-330
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      • conf/para/AdlerBFHLLLRSSSSSSSUVW00
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    C. Adler, J. Berger, D. Flierl, H. Helstrup, J. S. Lange, J. Lien, Volker Lindenstruth, Dieter Röhrich, D. Schmischke, M. W. Schulz, B. Skaali, H. K. Sollveit, Timm M. Steinbeck, R. Stock, C. Struck, K. Ullaland, Anders Strand Vestbø, Arne Wiebalck:
    From the Big Bang to Massive Data Flow: Parallel Computing in High Energy Physics Experiments. PARA 2000: 333-341
  • 1999
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      • conf/itc/Biggs99
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    Nathan Biggs:
    STIL: the device-oriented database for the test development lifecycle. ITC 1999: 1149
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      • conf/visualization/KenwrightBBHLU99
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    David N. Kenwright, David C. Banks, Steve Bryson, Robert Haimes, Robert van Liere, Samuel P. Uselton:
    Automation or Interaction: What's Best for Big Data? IEEE Visualization 1999: 491-495
  • 1998
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      • journals/debu/ManberB98
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    Udi Manber, Peter A. Bigot:
    Connecting Diverse Web Search Facilities. IEEE Data Eng. Bull. 21(2): 21-27 (1998)
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    John van den Hoven:
    Data Marts: Plan Big, Build Small. IS Management 15(1): 1-3 (1998)
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      dblp key:

      • conf/pkdd/BigolinM98
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    Nara Martini Bigolin, Christophe Marsala:
    Fuzzy Spatial OQL for Fuzzy Knowledge Discovery in Databases. PKDD 1998: 246-254
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      • conf/syben/HoltzHK98
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    Klaus Holtz, Eric Holtz, Diana Kalienky:
    Advanced Data Compression Promises the next big Leap in Network Performance. SYBEN 1998: 540-557
  • 1997
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      dblp key:

      • journals/jasis/Schroeder97
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    Alan T. Schroeder Jr.:
    Data Mining with Neural Networks: Solving Business Problems from Application Development to Decision Support, by Joseph P. Bigus. JASIS 48(9): 862-863 (1997)
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      dblp key:

      • conf/ida/McGeochPC97
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    Catherine C. McGeoch, Doina Precup, Paul R. Cohen:
    How to Find Big-Oh in Your Data Set (and How Not to). IDA 1997: 41-52
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      • conf/ismb/BiggsPB97
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    John Biggs, Calton Pu, Philip E. Bourne:
    Code Generation through Annotation of Macromolecular Structure Data. ISMB 1997: 52-55
  • 1996
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      dblp key:

      • conf/dpc/Lunin96
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    Lois F. Lunin:
    The Big Picture: Selection and Design Issues for Image Information Systems. Data Processing Clinic 1996: 0-
  • 1995
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      • journals/dss/AlstyneBM95
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    Marshall Van Alstyne, Erik Brynjolfsson, Stuart E. Madnick:
    Why not one big database? Principles for data ownership. Decision Support Systems 15(4): 267-284 (1995)
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      dblp key:

      • journals/sigact/Papadimitriou95
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    Christos H. Papadimitriou:
    Database metatheory: asking the big queries. SIGACT News 26(3): 13-30 (1995)
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      • conf/pods/Papadimitriou95
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    Christos H. Papadimitriou:
    Database Metatheory: Asking the Big Queries. PODS 1995: 1-10
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      dblp key:

      • conf/vldb/BrownS95
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    Paul Brown, Michael Stonebraker:
    BigSur: A System For the Management of Earth Science Data. VLDB 1995: 720-728
  • 1994
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      dblp key:

      • conf/dbsec/McDermott94
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    John P. McDermott:
    The b²/c³ Problem: How Big Buffers Overcome Convert Channel Cynicism in Trusted Database Systems. DBSec 1994: 111-122
  • 1993
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      dblp key:

      • conf/hpts/Vaskevitch93
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    David Vaskevitch:
    The Bigger the Application, The Smaller the Database, Smaller is Even more Beautiful than we think. HPTS 1993: 0-
  • 1992
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      dblp key:

      • conf/sec/Janczewski92
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    Lech J. Janczewski:
    Data Security Model for Branch Offices of Big Organisations. SEC 1992: 153-164
  • 1989
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      dblp key:

      • journals/jcisd/HellerSB89
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    Stephen R. Heller, Karen Scott, Douglas W. Bigwood:
    The need for data evaluation of physical and chemical properties of pesticides: the ARS pesticide properties database. Journal of Chemical Information and Computer Sciences 29(3): 159-162 (1989)
  • 1987
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      • journals/debu/BiggerstaffEHKRW87
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    Ted J. Biggerstaff, Clarence A. Ellis, Frank G. Halasz, Charles Kellogg, Charles Richter, Dallas E. Webster:
    Information Management Challenges in the Software Design Process. IEEE Data Eng. Bull. 10(1): 24-31 (1987)
  • 1986
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      dblp key:

      • conf/srds/Taylor86
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    David J. Taylor:
    How Big Can An Atomic Action Be? Symposium on Reliability in Distributed Software and Database Systems 1986: 121-124
  • 1984
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      dblp key:

      • journals/jsac/BiglieriGGL84
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    Ezio Biglieri, Allen Gersho, Richard D. Gitlin, Tong Leong Lim:
    Adaptive Cancellation of Nonlinear Intersymbol Interference for Voiceband Data Transmission. IEEE Journal on Selected Areas in Communications 2(5): 765-777 (1984)
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      • conf/icc/GershoB84
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    Allen Gersho, Ezio Biglieri:
    Adaptive Cancellation of Channel Nonlinearities For Data Transmission. ICC (3) 1984: 1239-1242