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Über dieses Buch

The two volumes set LNCS 7653 and 7654 constitutes the refereed proceedings of the 4th International Conference on Computational Collective Intelligence, ICCCI, held in Ho Chi Minh City, Vietnam, in November 2012.

The 113 revised full papers presented were carefully reviewed and selected from 397 submissions. The papers are organized in topical sections on (Part I) knowledge integration; data mining for collective processing; fuzzy, modal, and collective systems; nature inspired systems; language processing systems; social networks and semantic web; agent and multi-agent systems; classification and clustering methods; modeling and optimization techniques for business intelligence; (Part II) multi-dimensional data processing; web systems; intelligent decision making; methods for scheduling; collective intelligence in web systems – web systems analysis; advanced data mining techniques and applications; cooperative problem solving; computational swarm intelligence; and semantic methods for knowledge discovery and communication

Inhaltsverzeichnis

Frontmatter

Multi-dimensional Data Processing

2012 | OriginalPaper | Buchkapitel

Generic Operations in the Structured Space of the Music

Tomasz Sitarek, Wladyslaw Homenda

2012 | OriginalPaper | Buchkapitel

Collective Cubing Platform towards Definition and Analysis of Warehouse Cubes

Duong Thi Anh Hoang, Ngoc Sy Ngo, Binh Thanh Nguyen

2012 | OriginalPaper | Buchkapitel

To Approach Cylindrical Coordinates to Represent Multivariable Spatio-temporal Data

Phuoc Vinh Tran

2012 | OriginalPaper | Buchkapitel

EFP-M2: Efficient Model for Mining Frequent Patterns in Transactional Database

Tutut Herawan, A. Noraziah, Zailani Abdullah, Mustafa Mat Deris, Jemal H. Abawajy

2012 | OriginalPaper | Buchkapitel

Improved Sammon Mapping Method for Visualization of Multidimensional Data

Halina Kwasnicka, Pawel Siemionko

2012 | OriginalPaper | Buchkapitel

Ontology Relation Alignment Based on Attribute Semantics

Marcin Mirosław Pietranik, Ngoc Thanh Nguyen

2012 | OriginalPaper | Buchkapitel

Data Deduplication Using Dynamic Chunking Algorithm

Young Chan Moon, Ho Min Jung, Chuck Yoo, Young Woong Ko

Web Systems

2012 | OriginalPaper | Buchkapitel

Applying MapReduce Framework to Peer-to-Peer Computing Applications

Huynh Tu Dang, Ha Manh Tran, Phach Ngoc Vu, An Truong Nguyen

2012 | OriginalPaper | Buchkapitel

Scalable Adaptation of Web Applications to Users’ Behavior

Krzysztof Węcel, Tomasz Kaczmarek, Agata Filipowska

2012 | OriginalPaper | Buchkapitel

OCE: An Online Colaborative Editor

César Andrés, Rui Abreu, Alberto Núñez

2012 | OriginalPaper | Buchkapitel

Construction of Semantic User Profile for Personalized Web Search

Mohammed Nazim Uddin, Trong Hai Duong, Visal Sean, Geun-Sik Jo

2012 | OriginalPaper | Buchkapitel

Link Prediction in Dynamic Networks of Services Emerging during Deployment and Execution of Web Services

Adam Grzech, Krzysztof Juszczyszyn, Paweł Stelmach, Łukasz Falas

2012 | OriginalPaper | Buchkapitel

Towards a Model of Context Awareness Using Web Services

Mahran Al-Zyoud, Imad Salah, Nadim Obeid

2012 | OriginalPaper | Buchkapitel

Short-Term Spatio-temporal Forecasts of Web Performance by Means of Turning Bands Method

Leszek Borzemski, Michal Danielak, Anna Kaminska-Chuchmala

2012 | OriginalPaper | Buchkapitel

Extreme Propagation in an Ad-Hoc Radio Network - Revisited

Przemysław Błaśkiewicz, Mirosław Kutyłowski, Wojciech Wodo, Kamil Wolny

2012 | OriginalPaper | Buchkapitel

A Model for the Performance Analysis of SPL-OBS Core Nodes with Deflection Routing

Dang Thanh Chuong, Vu Duy Loi, Vo Viet Minh Nhat

Intelligent Decision Making

2012 | OriginalPaper | Buchkapitel

Ordering of Potential Collaboration Options

Sylvia Encheva

2012 | OriginalPaper | Buchkapitel

Interface Design for Decision Systems

Ching-Shen Dong, Ananth Srinivasan

2012 | OriginalPaper | Buchkapitel

Opponent Modeling in Texas Hold’em Poker

Grzegorz Fedczyszyn, Leszek Koszalka, Iwona Pozniak-Koszalka

2012 | OriginalPaper | Buchkapitel

On Axiomatization of Power Index of Veto

Jacek Mercik

2012 | OriginalPaper | Buchkapitel

STRoBAC – Spatial Temporal Role Based Access Control

Kim Tuyen Le Thi, Tran Khanh Dang, Pierre Kuonen, Houda Chabbi Drissi

Methods for Scheduling

2012 | OriginalPaper | Buchkapitel

Rescheduling of Concurrently Flowing Cyclic Processes

Grzegorz Bocewicz, Zbigniew A. Banaszak

2012 | OriginalPaper | Buchkapitel

Comparison of Allocation Algorithms in Mesh Oriented Structures for Different Scheduling Techniques

Bartosz Bodzon, Leszek Koszalka, Iwona Pozniak-Koszalka, Andrzej Kasprzak

2012 | OriginalPaper | Buchkapitel

Reachability of Cyclic Steady States Space: Declarative Modeling Approach

Grzegorz Bocewicz, Robert Wójcik, Zbigniew A. Banaszak

Image and Video Processing

2012 | OriginalPaper | Buchkapitel

Caption Text and Keyframe Based Video Retrieval System

Dung Mai, Kiem Hoang

2012 | OriginalPaper | Buchkapitel

E-Commerce Video Annotation Using GoodRelations-Based LODs with Faceted Search in Smart TV Environment

Trong Hai Duong, Ahmad Nurzid Rosli, Visal Sean, Kee-Sung Lee, Geun-Sik Jo

2012 | OriginalPaper | Buchkapitel

Nearest Feature Line Discriminant Analysis in DFRCT Domain for Image Feature Extraction

Lijun Yan, Cong Wang, Jeng-Shyang Pan

Collective Intelligence in Web Systems – Web Systems Analysis

2012 | OriginalPaper | Buchkapitel

Adaptive Scheduling System Guaranteeing Web Page Response Times

Krzysztof Zatwarnicki

2012 | OriginalPaper | Buchkapitel

A Smart and Tangible AR Dress Fitting System

Heien-Kun Chiang, Long-Chyr Chang, Feng-Lan Kuo, Hui-Chen Huang

2012 | OriginalPaper | Buchkapitel

Consensus as a Tool for RESTful Web Service Identification

Adam Czyszczoń, Aleksander Zgrzywa

2012 | OriginalPaper | Buchkapitel

Detection of Tennis Court Lines for Sport Video Categorization

Kazimierz Choroś

Advanced Data Mining Techniques and Applications

2012 | OriginalPaper | Buchkapitel

The Application of Orthogonal Subspace Projection in Multi-spectral Images Processing for Cancer Recognition in Human Skin Tissue

Andrzej Zacher, Aldona Drabik, Jerzy Paweł Nowacki, Konrad Wojciechowski

2012 | OriginalPaper | Buchkapitel

Length and Coverage of Inhibitory Decision Rules

Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Marta Zielosko

2012 | OriginalPaper | Buchkapitel

Refining the Judgment Threshold to Improve Recognizing Textual Entailment Using Similarity

Quang-Thuy Ha, Thi-Oanh Ha, Thi-Dung Nguyen, Thuy-Linh Nguyen Thi

2012 | OriginalPaper | Buchkapitel

Optimization of β-Decision Rules Relative to Number of Misclassifications

Beata Marta Zielosko

2012 | OriginalPaper | Buchkapitel

Advance Missing Data Processing for Collaborative Filtering

Nguyen Cong Hoan, Vu Thanh Nguyen

2012 | OriginalPaper | Buchkapitel

Improving Nearest Neighbor Classification Using Particle Swarm Optimization with Novel Fitness Function

Ali Adeli, Ahmad Ghorbani-Rad, M. Javad Zomorodian, Mehdi Neshat, Saeed Mozaffari

2012 | OriginalPaper | Buchkapitel

Sentiment Classification: A Combination of PMI, SentiWordNet and Fuzzy Function

Anh-Dung Vo, Cheol-Young Ock

2012 | OriginalPaper | Buchkapitel

Interestingness Measures for Classification Based on Association Rules

Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh

2012 | OriginalPaper | Buchkapitel

MSGPs: A Novel Algorithm for Mining Sequential Generator Patterns

Thi-Thiet Pham, Jiawei Luo, Tzung-Pei Hong, Bay Vo

2012 | OriginalPaper | Buchkapitel

A Genetic Algorithm with Elite Mutation to Optimize Cruise Area of Mobile Sinks in Hierarchical Wireless Sensor Networks

Mong-Fong Horng, Yi-Ting Chen, Shu-Chuan Chu, Jeng-Shyang Pan, Bin-Yih Liao, Jang-Pong Hsu, Jia-Nan Lin

Cooperative Problem Solving

2012 | OriginalPaper | Buchkapitel

An Algebraic Structure for Duration Automata

Bui Vu Anh, Phan Trung Huy

2012 | OriginalPaper | Buchkapitel

Study of the Migration Scheme Influence on Performance of A-Teams Solving the Job Shop Scheduling Problem

Piotr Jędrzejowicz, Izabela Wierzbowska

2012 | OriginalPaper | Buchkapitel

A New Cooperative Search Strategy for Vehicle Routing Problem

Dariusz Barbucha

2012 | OriginalPaper | Buchkapitel

A-Team for Solving the Resource Availability Cost Problem

Piotr Jędrzejowicz, Ewa Ratajczak-Ropel

2012 | OriginalPaper | Buchkapitel

Agent-Based Approach to RBF Network Training with Floating Centroids

Ireneusz Czarnowski, Piotr Jędrzejowicz

Computational Swarm Intelligence

2012 | OriginalPaper | Buchkapitel

New Differential Evolution Selective Mutation Operator for the Nash Equilibria Problem

Urszula Boryczka, Przemysław Juszczuk

2012 | OriginalPaper | Buchkapitel

Ant Colony Decision Forest Meta-ensemble

Urszula Boryczka, Jan Kozak

2012 | OriginalPaper | Buchkapitel

Ant Colony System with Selective Pheromone Memory for TSP

Rafał Skinderowicz

2012 | OriginalPaper | Buchkapitel

Ant Colony Optimization for the Pareto Front Approximation in Vehicle Navigation

Wojciech Bura, Mariusz Boryczka

2012 | OriginalPaper | Buchkapitel

A Hybrid Discrete Particle Swarm Optimization with Pheromone for Dynamic Traveling Salesman Problem

Urszula Boryczka, Łukasz Strąk

2012 | OriginalPaper | Buchkapitel

A Modified Shuffled Frog Leaping Algorithm with Genetic Mutation for Combinatorial Optimization

Kaushik Kumar Bhattacharjee, Sarada Prasad Sarmah

Semantic Methods for Knowledge Discovery and Communication

2012 | OriginalPaper | Buchkapitel

Integrating Curriculum and Instruction System Based on Objective Weak Tie Approach

Chia-Ling Hsu, Hsuan-Pu Chang, Ren-Her Wang, Shiu-huang Su Hsu

2012 | OriginalPaper | Buchkapitel

Business Opportunity: The Weak-Tie Roaming among Tribes

Chao-Fu Hong, Mu-Hua Lin, Hsiao-Fang Yang

2012 | OriginalPaper | Buchkapitel

Emerging Technology Exploration Using Rare Information Retrieval and Link Analysis

Tzu-Fu Chiu, Chao-Fu Hong, Yu-Ting Chiu

2012 | OriginalPaper | Buchkapitel

Introducing Fuzzy Labels to Agent-Generated Textual Descriptions of Incomplete City-Traffic States

Grzegorz Popek, Ryszard Kowalczyk, Radosław P. Katarzyniak

Backmatter

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