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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



Knowledge Integration

2012 | OriginalPaper | Buchkapitel

Comparison of One-Level and Two-Level Consensuses Satisfying the 2-Optimality Criterion

Adrianna Kozierkiewicz-Hetmańska

2012 | OriginalPaper | Buchkapitel

A Heuristic Method for Collaborative Recommendation Using Hierarchical User Profiles

Marcin Maleszka, Bernadetta Mianowska, Ngoc-Thanh Nguyen

2012 | OriginalPaper | Buchkapitel

Solving Conflict on Collaborative Knowledge via Social Networking Using Consensus Choice

Quoc Uy Nguyen, Trong Hai Duong, Sanggil Kang

2012 | OriginalPaper | Buchkapitel

Integrating Multiple Experts for Correction Process in Interactive Recommendation Systems

Xuan Hau Pham, Jason J. Jung, Ngoc-Thanh Nguyen

2012 | OriginalPaper | Buchkapitel

Modeling Collaborative Knowledge of Publishing Activities for Research Recommendation

Tin Huynh, Kiem Hoang

Data Mining for Collective Processing

2012 | OriginalPaper | Buchkapitel

A New Approach for Problem of Sequential Pattern Mining

Thanh-Trung Nguyen, Phi-Khu Nguyen

2012 | OriginalPaper | Buchkapitel

Robust Human Detection Using Multiple Scale of Cell Based Histogram of Oriented Gradients and AdaBoost Learning

Van-Dung Hoang, My-Ha Le, Kang-Hyun Jo

2012 | OriginalPaper | Buchkapitel

Discovering Time Series Motifs Based on Multidimensional Index and Early Abandoning

Nguyen Thanh Son, Duong Tuan Anh

2012 | OriginalPaper | Buchkapitel

A Hybrid Approach of Pattern Extraction and Semi-supervised Learning for Vietnamese Named Entity Recognition

Duc-Thuan Vo, Cheol-Young Ock

2012 | OriginalPaper | Buchkapitel

Information Extraction from Geographical Overview Maps

Roman Pawlikowski, Krzysztof Ociepa, Urszula Markowska-Kaczmar, Pawel B. Myszkowski

2012 | OriginalPaper | Buchkapitel

Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor

Bogusław Cyganek, Michał Woźniak

2012 | OriginalPaper | Buchkapitel

A Tree-Based Approach for Mining Frequent Weighted Utility Itemsets

Bay Vo, Bac Le, Jason J. Jung

2012 | OriginalPaper | Buchkapitel

A Novel Trajectory Privacy-Preserving Future Time Index Structure in Moving Object Databases

Trong Nhan Phan, Tran Khanh Dang

Fuzzy, Modal and Collective Systems

2012 | OriginalPaper | Buchkapitel

Summarizing Knowledge Base with Modal Conditionals

Grzegorz Skorupa, Radosław Katarzyniak

2012 | OriginalPaper | Buchkapitel

Modeling PVT Properties of Crude Oil Systems Based on Type-2 Fuzzy Logic Approach and Sensitivity Based Linear Learning Method

Ali Selamat, S. O. Olatunji, Abdul Azeez Abdul Raheem

2012 | OriginalPaper | Buchkapitel

On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory

Agnieszka Jastrzebska, Wladyslaw Homenda

2012 | OriginalPaper | Buchkapitel

Comparison of Fuzzy Combiner Training Methods

Tomasz Wilk, Michał Woźniak

2012 | OriginalPaper | Buchkapitel

An Axiomatic Model for Merging Stratified Belief Bases by Negotiation

Trong Hieu Tran, Quoc Bao Vo

2012 | OriginalPaper | Buchkapitel

From Fuzzy Cognitive Maps to Granular Cognitive Maps

Witold Pedrycz, Wladyslaw Homenda

2012 | OriginalPaper | Buchkapitel

Bayesian Vote Weighting in Crowdsourcing Systems

Manas S. Hardas, Lisa Purvis

2012 | OriginalPaper | Buchkapitel

Recognition Task with Feature Selection and Weighted Majority Voting Based on Interval-Valued Fuzzy Sets

Robert Burduk

2012 | OriginalPaper | Buchkapitel

On Quadrotor Navigation Using Fuzzy Logic Regulators

Boguslaw Szlachetko, Michal Lower

2012 | OriginalPaper | Buchkapitel

An Analysis of Change Trends by Predicting from a Data Stream Using Genetic Fuzzy Systems

Bogdan Trawiński, Tadeusz Lasota, Magdalena Smętek, Grzegorz Trawiński

2012 | OriginalPaper | Buchkapitel

On C-Learnability in Description Logics

Ali Rezaei Divroodi, Quang-Thuy Ha, Linh Anh Nguyen, Hung Son Nguyen

2012 | OriginalPaper | Buchkapitel

Query-Subquery Nets

Linh Anh Nguyen, Son Thanh Cao

2012 | OriginalPaper | Buchkapitel

An Approach to Extraction of Linguistic Recommendation Rules – Application of Modal Conditionals Grounding

Radosław P. Katarzyniak, Dominik Więcek

Nature Inspired Systems

2012 | OriginalPaper | Buchkapitel

Paraconsistent Artificial Neural Networks and AD Analysis – Improvements

Jair Minoro Abe, Helder Frederico S. Lopes, Kazumi Nakamatsu

2012 | OriginalPaper | Buchkapitel

Classification of Tuberculosis Digital Images Using Hybrid Evolutionary Extreme Learning Machines

Ebenezer Priya, Subramanian Srinivasan, Swaminathan Ramakrishnan

2012 | OriginalPaper | Buchkapitel

Comparison of Nature Inspired Algorithms Applied in Student Courses Recommendation

Janusz Sobecki

2012 | OriginalPaper | Buchkapitel

Ten Years of Weakly Universal Cellular Automata in the Hyperbolic Plane

Maurice Margenstern

2012 | OriginalPaper | Buchkapitel

Optimizing Communication Costs in ACODA Using Simulated Annealing: Initial Experiments

Costin Bădică, Sorin Ilie, Mirjana Ivanović

Language Processing Systems

2012 | OriginalPaper | Buchkapitel

Robust Plagiary Detection Using Semantic Compression Augmented SHAPD

Dariusz Ceglarek, Konstanty Haniewicz, Wojciech Rutkowski

2012 | OriginalPaper | Buchkapitel

Words Context Analysis for Improvement of Information Retrieval

Julian Szymański

2012 | OriginalPaper | Buchkapitel

Mediating Accesses to Multiple Information Sources in a Multi-lingual Application

Kazuhiro Kuwabara, Shingo Kinomura

2012 | OriginalPaper | Buchkapitel

Classification of Speech Signals through Ant Based Clustering of Time Series

Krzysztof Pancerz, Arkadiusz Lewicki, Ryszard Tadeusiewicz, Jarosław Szkoła

2012 | OriginalPaper | Buchkapitel

A Neuronal Approach to the Statistical Image Reconstruction from Projections Problem

Robert Cierniak, Anna Lorent

2012 | OriginalPaper | Buchkapitel

Ripple Down Rules for Vietnamese Named Entity Recognition

Dat Ba Nguyen, Son Bao Pham

2012 | OriginalPaper | Buchkapitel

Induction of Dependency Structures Based on Weighted Projection

Alina Wróblewska, Adam Przepiórkowski

2012 | OriginalPaper | Buchkapitel

Smart Access to Big Data Storage – Android Multi-language Offline Dictionary Application

Erkhembayar Gantulga, Ondrej Krejcar

Social Networks and Semantic Web

2012 | OriginalPaper | Buchkapitel

STARS: Ad-Hoc Peer-to-Peer Online Social Network

Quang Long Trieu, Tran Vu Pham

2012 | OriginalPaper | Buchkapitel

Social Filtering Using Social Relationship for Movie Recommendation

Inay Ha, Kyeong-Jin Oh, Myung-Duk Hong, Geun-Sik Jo

2012 | OriginalPaper | Buchkapitel

An Intelligent RDF Management System with Hybrid Querying Approach

Jangsu Kihm, Minho Bae, Sanggil Kang, Sangyoon Oh

Agent and Multi-agent Systems

2012 | OriginalPaper | Buchkapitel

Cross-Organisational Decision Support: An Agent-Enabled Approach

Ching-Shen Dong, Gabrielle Peko, David Sundaram

2012 | OriginalPaper | Buchkapitel

The Semantics of Norms Mining in Multi-agent Systems

Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha

2012 | OriginalPaper | Buchkapitel

MAScloud: A Framework Based on Multi-Agent Systems for Optimizing Cost in Cloud Computing

Alberto Núñez, César Andrés, Mercedes G. Merayo

2012 | OriginalPaper | Buchkapitel

A Computational Trust Model with Trustworthiness against Liars in Multiagent Systems

Manh Hung Nguyen, Dinh Que Tran

Classification and Clustering Methods

2012 | OriginalPaper | Buchkapitel

Color Image Segmentation Based on the Block Homogeneity

Chang Min Park

2012 | OriginalPaper | Buchkapitel

Finite Automata with Imperfect Information as Classification Tools

Wladyslaw Homenda, Witold Pedrycz

2012 | OriginalPaper | Buchkapitel

Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images

Bartosz Krawczyk, Paweł Filipczuk, Michał Woźniak

2012 | OriginalPaper | Buchkapitel

An Approach to Determine the Number of Clusters for Clustering Algorithms

Dinh Thuan Nguyen, Huan Doan

2012 | OriginalPaper | Buchkapitel

Fuzzy Classification Method in Credit Risk

Hossein Yazdani, Halina Kwasnicka

2012 | OriginalPaper | Buchkapitel

Preventing Attacks by Classifying User Models in a Collaborative Scenario

César Andrés, Alberto Núñez, Manuel Núñez

2012 | OriginalPaper | Buchkapitel

Hierarchical Clustering through Bayesian Inference

Michal Spytkowski, Halina Kwasnicka

2012 | OriginalPaper | Buchkapitel

An Approach to Improving Quality of Crawlers Using Naïve Bayes for Classifier and Hyperlink Filter

Huu-Thien-Tan Nguyen, Duy-Khanh Le

Modelling and Optimization Techniques for Business Intelligence

2012 | OriginalPaper | Buchkapitel

Network Intrusion Detection Based on Multi-Class Support Vector Machine

Anh Vu Le, Hoai An Le Thi, Manh Cuong Nguyen, Ahmed Zidna

2012 | OriginalPaper | Buchkapitel

Solving Nurse Rostering Problems by a Multiobjective Programming Approach

Viet Nga Pham, Hoai An Le Thi, Tao Pham Dinh

2012 | OriginalPaper | Buchkapitel

Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors

Piotr Kulczycki, Malgorzata Charytanowicz


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