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More About This Textbook
Overview
The two-volume set LNCS 5990 and LNCS 5991 constitutes the refereed proceedings of the Second International Conference on Intelligent
Information and Database Systems, ACIIDS 2010, held in Hue City,
Vietnam, in March 2010.
The 94 revised papers presented presented together with 2 keynote lectures were carefully reviewed and selected from 330 initial submissions. The papers are thematically divided into two volumes; the first includes all the contributions mainly related with intelligent database systems, data warehouses and data mining, intelligent information retrieval, technologies for intelligent information systems,
and applications of intelligent systems. The second volume collects the papers related with Web-based systems for data management, autonomous systems, collaborative systems, tools and applications, multiple model approach to machine learning, and modeling and optimization techniques in information systems, database systems and industrial systems.
Product Details
Table of Contents
Keynote Speeches
Selected Problems of the Static Complex Systems Identification Jerzy Swiatek 1
Combining and Integrating Advanced IT-Concepts with Semantic Web Technology Mashups Architecture Case Study Amin Anjomshoaa A Min Tjoa Andreas Hubmer 13
Intelligent Database Systems
Web Page Augmentation with Client-Side Mashups as Meta-Querying Stephan Hagemann Gottfried Vossen 23
Soft Computing Techniques for Intrusion Detection of SQL-Based Attacks Jaroslaw Skaruz Jerzy Pawel Nowacki Aldona Drabik Franciszek Seredynski Pascal Bouvry 33
Efficiently Querying XML Documents Stored in RDBMS in the Presence of Dewey-Based Labeling Scheme Moad Maghaydah Mehmet A. Orgun 43
From Data Mining to User Models in Evolutionary Databases César Andrés Manuel Núñez Yaofeng Zhang 54
How to Construct State Registries-Matching Undeniability with Public Security Przemyslaw Kubiak Miroslaw Kutylowski Jun Shao 64
Data Warehouses and Data Mining
Regions of Interest in Trajectory Data Warehouse Marcin Gorawski Pawel Jureczek 74
AFOPT-Tax: An Efficient Method for Mining Generalized Frequent Itemsets Yu Xing Mao Bai Le Shi 82
A Novel Method to Find Appropriate ε for DBSCAN Jamshid Esmaelnejad Jafar Habibi Soheil Hassas Yeganeh 93
Towards Semantic Preprocessing for Mining Sensor Streams from Heterogeneous Environments Jason J. Jung 103
HOT aSAX: A Novel Adaptive Symbolic Representation for Time Series Discords Discovery Ninh D. Pham Quang Loc Le Tran Khanh Dang 113
The Vector Space Models for Finding Co-occurrence Names as Aliases in Thai Sports News Thawatchai Suwanapong Thanaruk Theeramunkong Ekawit Nantajeewarawat 122
Efficiently Mining High Average Utility Itemsets with a Tree Structure Chun-Wei Lin Tzung-Pei Hong Wen-Hsiang Lu 131
Intelligent Information Retrieval
Human Activity Mining Using Conditional Radom Fields and Self-Supervised Learning Nguyen Minh The Takahiro Kawamura Hiroyuki Nakagawa Ken Nakayama Yasuyuki Tahara Akihiko Ohsuga 140
Visualization of Influenza Protein Segment HA in Manifold Space Cheng-Yuan Liou Wei-Chen Cheng 150
Multimodal sn,k-Grams: A Skipping-Based Similarity Model in Information Retrieval Pakinee Aimmanee Thanaruk Theeramunkong 159
Going Beyond the Surrounding Text to Semantically Annotate and Search Digital Images Shahrul Azman Noah Datul Aida Ali Arifah Che Alhadi Junaidah Mohamad Kassim 169
Context Oriented Analysis of Web 2.0 Social Network Contents - MindMeister Use-Case Amin Anjomshoaa Khue Vo Sao A Min Tjoa Edgar Weippl Michael Hollauf 180
Technologies for Intelligent Information Systems
Generation of a FIR Filter by Means of a Neural Network for Improvement of the Digital Images Obtained Using the Acquisition Equipment Based on the Low Quality CCD Structurecture Jakub Peksinski Grzegorz Mikolajczak 190
Robust Fuzzy Clustering Using Adaptive Fuzzy Meridians Tomasz Przybyla Janusz Jezewski Janusz Wróbel Krzysztof Horoba 200
An Ambient Agent Model Incorporating an Adaptive Model for Environmental Dynamics Jan Treur Muhammad Umair 210
A New Algorithm for Divisible Load Scheduling with Different Processor Available Times Amin Shokripour Mohamed Othman Hamidah Ibrahim 221
Evolutionary Computational Intelligence in Solving the Fractional Differential Equations Muhammad Asif Zahoor Raja Junaid Ali Khan I.M. Qureshi 231
A Neural Network Optimization-Based Method of Image Reconstruction from Projections Robert Cierniak 241
Entrance Detection of Buildings Using Multiple Cues Suk-Ju Kang Hoang-Hon Trinh Dae-Nyeon Kim Kang-Hyun Jo 251
Spectrum Sharing with Buffering in Cognitive Radio Networks Chau Pham Thi Hong Youngdoo Lee Insoo Koo 261
Extracting Chemical Reactions from Thai Text for Semantics-Based Information Retrieval Peerasak Intarapaiboon Ekawit Nantajeewarawat Thanaruk Theeramunkong 271
Coalition Formation Using Combined Deterministic and Evolutionary Approach Halina Kwasnicka Wojciech Gruszczyk 282
Applications of Intelligent Systems
A New CBIR System Using SIFT Combined with Neural Network and Graph-Based Segmentation Nguyen Due Anh Pham The Bao Bui Ngoc Nam Nguyen Huy Hoang 294
Computer-Aided Car Over-Taking System Magdalena Baranska 302
Learning Model for Reducing the Delay in Traffic Grooming Optimization Viet Minh Nhat Vo 308
Power Load Forecasting Using Data Mining and Knowledge Discovery Technology Yongli Wang Dongxiao Niu Yakun Wang 319
A Collaborative Framework for Multiagent Systems Moamin Ahmed Mohd Sharifuddin Ahmad Mohd Zaliman M. Yusoff 329
Solving Unbounded Knapsack Problem Based on Quantum Genetic Algorithms Rung-Ching Chen Yun-Hou Huang Ming-Hsien Lin 339
Detecting Design Pattern Using Subgraph Discovery Ming Qiu Qingshan Jiang An Gao Ergan Chen Di Qiu Shang Chai 350
A Fuzzy Time Series-Based Neural Network Approach to Option Price Forecasting Yungho Leu Chien-Pang Lee Chen-Chia Hung 360
Integrated Use of Artificial Neural Networks and Genetic Algorithms for Problems of Alarm Processing and Fault Diagnosis in Power Systems Paulo Cícero Fritzen Ghendy Cardoso Jr. João Montagner Zauk Adriano Peres de Morais Ubiratan H. Bezerra Joaquim A.P.M. Beck 370
Using Data from an AMI-Associated Sensor Network for Mudslide Areas Identification Cheng-Jen Tang Miau Ru Dai 380
Semantic Web Service Composition System Supporting Multiple Service Description Languages Nhan Cach Dang Duy Ngan Le Thanh Tho Quan Minh Nhut Nguyen 390
Forecasting Tourism Demand Based on Improved Fuzzy Time Series Model Hung-Lieh Chou Jr-Shian Chen Ching-Hsue Cheng Hia Jong Teoh 399
Weighted Fuzzy Time Series Forecasting Model Jia- Wen Wang Jing- Wei Liu 408
A System for Assisting English Oral Proficiency - A Case Study of the Elementary Level of General English Proficiency Test (GEPT) in Taiwan Chien-Hsien Huang Huey-Ming Lee 416
Verification of Stored Security Data in Computer System Heng-Sheng Chen Tsang- Yean Lee Huey-Ming Lee 426
Ant Colony Clustering Using Mobile Agents as Ants and Pheromone Masashi Mizutani Munehiro Takimoto Yasushi Kambayashi 435
Mining Source Codes to Guide Software Development Sheng-Kuei Hsu Shi-Jen Lin 445
Forecasting Stock Market Based on Price Trend and Variation Pattern Ching-Hsue Cheng Chung-Ho Su Tai-Liang Chen Hung-Hsing Chiang 455
Intelligent Prebuffering Using Position Oriented Database for Mobile Devices Ondrej Krejcar 465
Author Index 475