Ebook: Computational Collective Intelligence. Technologies and Applications: 4th International Conference, ICCCI 2012, Ho Chi Minh City, Vietnam, November 28-30, 2012, Proceedings, Part I
Author: Adrianna Kozierkiewicz-Hetmańska (auth.) Ngoc-Thanh Nguyen Kiem Hoang Piotr Jȩdrzejowicz (eds.)
- Tags: Artificial Intelligence (incl. Robotics), Data Mining and Knowledge Discovery, Information Storage and Retrieval, Information Systems Applications (incl. Internet), User Interfaces and Human Computer Interaction, Computer Imaging Vision
- Series: Lecture Notes in Computer Science 7653
- Year: 2012
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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
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.
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.
Content:
Front Matter....Pages -
Comparison of One-Level and Two-Level Consensuses Satisfying the 2-Optimality Criterion....Pages 1-10
A Heuristic Method for Collaborative Recommendation Using Hierarchical User Profiles....Pages 11-20
Solving Conflict on Collaborative Knowledge via Social Networking Using Consensus Choice....Pages 21-30
Integrating Multiple Experts for Correction Process in Interactive Recommendation Systems....Pages 31-40
Modeling Collaborative Knowledge of Publishing Activities for Research Recommendation....Pages 41-50
A New Approach for Problem of Sequential Pattern Mining....Pages 51-60
Robust Human Detection Using Multiple Scale of Cell Based Histogram of Oriented Gradients and AdaBoost Learning....Pages 61-71
Discovering Time Series Motifs Based on Multidimensional Index and Early Abandoning....Pages 72-82
A Hybrid Approach of Pattern Extraction and Semi-supervised Learning for Vietnamese Named Entity Recognition....Pages 83-93
Information Extraction from Geographical Overview Maps....Pages 94-103
Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor....Pages 104-113
A Tree-Based Approach for Mining Frequent Weighted Utility Itemsets....Pages 114-123
A Novel Trajectory Privacy-Preserving Future Time Index Structure in Moving Object Databases....Pages 124-134
Summarizing Knowledge Base with Modal Conditionals....Pages 135-144
Modeling PVT Properties of Crude Oil Systems Based on Type-2 Fuzzy Logic Approach and Sensitivity Based Linear Learning Method....Pages 145-155
On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory....Pages 156-165
Comparison of Fuzzy Combiner Training Methods....Pages 166-173
An Axiomatic Model for Merging Stratified Belief Bases by Negotiation....Pages 174-184
From Fuzzy Cognitive Maps to Granular Cognitive Maps....Pages 185-193
Bayesian Vote Weighting in Crowdsourcing Systems....Pages 194-203
Recognition Task with Feature Selection and Weighted Majority Voting Based on Interval-Valued Fuzzy Sets....Pages 204-209
On Quadrotor Navigation Using Fuzzy Logic Regulators....Pages 210-219
An Analysis of Change Trends by Predicting from a Data Stream Using Genetic Fuzzy Systems....Pages 220-229
On C-Learnability in Description Logics....Pages 230-238
Query-Subquery Nets....Pages 239-248
An Approach to Extraction of Linguistic Recommendation Rules – Application of Modal Conditionals Grounding....Pages 249-258
Paraconsistent Artificial Neural Networks and AD Analysis – Improvements....Pages 259-267
Classification of Tuberculosis Digital Images Using Hybrid Evolutionary Extreme Learning Machines....Pages 268-277
Comparison of Nature Inspired Algorithms Applied in Student Courses Recommendation....Pages 278-287
Ten Years of Weakly Universal Cellular Automata in the Hyperbolic Plane....Pages 288-297
Optimizing Communication Costs in ACODA Using Simulated Annealing: Initial Experiments....Pages 298-307
Robust Plagiary Detection Using Semantic Compression Augmented SHAPD....Pages 308-317
Words Context Analysis for Improvement of Information Retrieval....Pages 318-325
Mediating Accesses to Multiple Information Sources in a Multi-lingual Application....Pages 326-334
Classification of Speech Signals through Ant Based Clustering of Time Series....Pages 335-343
A Neuronal Approach to the Statistical Image Reconstruction from Projections Problem....Pages 344-353
Ripple Down Rules for Vietnamese Named Entity Recognition....Pages 354-363
Induction of Dependency Structures Based on Weighted Projection....Pages 364-374
Smart Access to Big Data Storage – Android Multi-language Offline Dictionary Application....Pages 375-384
STARS: Ad-Hoc Peer-to-Peer Online Social Network....Pages 385-394
Social Filtering Using Social Relationship for Movie Recommendation....Pages 395-404
An Intelligent RDF Management System with Hybrid Querying Approach....Pages 405-414
Cross-Organisational Decision Support: An Agent-Enabled Approach....Pages 415-424
The Semantics of Norms Mining in Multi-agent Systems....Pages 425-435
MAScloud: A Framework Based on Multi-Agent Systems for Optimizing Cost in Cloud Computing....Pages 436-445
A Computational Trust Model with Trustworthiness against Liars in Multiagent Systems....Pages 446-455
Color Image Segmentation Based on the Block Homogeneity....Pages 456-464
Finite Automata with Imperfect Information as Classification Tools....Pages 465-474
Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images....Pages 475-484
An Approach to Determine the Number of Clusters for Clustering Algorithms....Pages 485-494
Fuzzy Classification Method in Credit Risk....Pages 495-504
Preventing Attacks by Classifying User Models in a Collaborative Scenario....Pages 505-514
Hierarchical Clustering through Bayesian Inference....Pages 515-524
An Approach to Improving Quality of Crawlers Using Na?ve Bayes for Classifier and Hyperlink Filter....Pages 525-535
Network Intrusion Detection Based on Multi-Class Support Vector Machine....Pages 536-543
Solving Nurse Rostering Problems by a Multiobjective Programming Approach....Pages 544-552
Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors....Pages 553-562
Back Matter....Pages -
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.
Content:
Front Matter....Pages -
Comparison of One-Level and Two-Level Consensuses Satisfying the 2-Optimality Criterion....Pages 1-10
A Heuristic Method for Collaborative Recommendation Using Hierarchical User Profiles....Pages 11-20
Solving Conflict on Collaborative Knowledge via Social Networking Using Consensus Choice....Pages 21-30
Integrating Multiple Experts for Correction Process in Interactive Recommendation Systems....Pages 31-40
Modeling Collaborative Knowledge of Publishing Activities for Research Recommendation....Pages 41-50
A New Approach for Problem of Sequential Pattern Mining....Pages 51-60
Robust Human Detection Using Multiple Scale of Cell Based Histogram of Oriented Gradients and AdaBoost Learning....Pages 61-71
Discovering Time Series Motifs Based on Multidimensional Index and Early Abandoning....Pages 72-82
A Hybrid Approach of Pattern Extraction and Semi-supervised Learning for Vietnamese Named Entity Recognition....Pages 83-93
Information Extraction from Geographical Overview Maps....Pages 94-103
Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor....Pages 104-113
A Tree-Based Approach for Mining Frequent Weighted Utility Itemsets....Pages 114-123
A Novel Trajectory Privacy-Preserving Future Time Index Structure in Moving Object Databases....Pages 124-134
Summarizing Knowledge Base with Modal Conditionals....Pages 135-144
Modeling PVT Properties of Crude Oil Systems Based on Type-2 Fuzzy Logic Approach and Sensitivity Based Linear Learning Method....Pages 145-155
On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory....Pages 156-165
Comparison of Fuzzy Combiner Training Methods....Pages 166-173
An Axiomatic Model for Merging Stratified Belief Bases by Negotiation....Pages 174-184
From Fuzzy Cognitive Maps to Granular Cognitive Maps....Pages 185-193
Bayesian Vote Weighting in Crowdsourcing Systems....Pages 194-203
Recognition Task with Feature Selection and Weighted Majority Voting Based on Interval-Valued Fuzzy Sets....Pages 204-209
On Quadrotor Navigation Using Fuzzy Logic Regulators....Pages 210-219
An Analysis of Change Trends by Predicting from a Data Stream Using Genetic Fuzzy Systems....Pages 220-229
On C-Learnability in Description Logics....Pages 230-238
Query-Subquery Nets....Pages 239-248
An Approach to Extraction of Linguistic Recommendation Rules – Application of Modal Conditionals Grounding....Pages 249-258
Paraconsistent Artificial Neural Networks and AD Analysis – Improvements....Pages 259-267
Classification of Tuberculosis Digital Images Using Hybrid Evolutionary Extreme Learning Machines....Pages 268-277
Comparison of Nature Inspired Algorithms Applied in Student Courses Recommendation....Pages 278-287
Ten Years of Weakly Universal Cellular Automata in the Hyperbolic Plane....Pages 288-297
Optimizing Communication Costs in ACODA Using Simulated Annealing: Initial Experiments....Pages 298-307
Robust Plagiary Detection Using Semantic Compression Augmented SHAPD....Pages 308-317
Words Context Analysis for Improvement of Information Retrieval....Pages 318-325
Mediating Accesses to Multiple Information Sources in a Multi-lingual Application....Pages 326-334
Classification of Speech Signals through Ant Based Clustering of Time Series....Pages 335-343
A Neuronal Approach to the Statistical Image Reconstruction from Projections Problem....Pages 344-353
Ripple Down Rules for Vietnamese Named Entity Recognition....Pages 354-363
Induction of Dependency Structures Based on Weighted Projection....Pages 364-374
Smart Access to Big Data Storage – Android Multi-language Offline Dictionary Application....Pages 375-384
STARS: Ad-Hoc Peer-to-Peer Online Social Network....Pages 385-394
Social Filtering Using Social Relationship for Movie Recommendation....Pages 395-404
An Intelligent RDF Management System with Hybrid Querying Approach....Pages 405-414
Cross-Organisational Decision Support: An Agent-Enabled Approach....Pages 415-424
The Semantics of Norms Mining in Multi-agent Systems....Pages 425-435
MAScloud: A Framework Based on Multi-Agent Systems for Optimizing Cost in Cloud Computing....Pages 436-445
A Computational Trust Model with Trustworthiness against Liars in Multiagent Systems....Pages 446-455
Color Image Segmentation Based on the Block Homogeneity....Pages 456-464
Finite Automata with Imperfect Information as Classification Tools....Pages 465-474
Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images....Pages 475-484
An Approach to Determine the Number of Clusters for Clustering Algorithms....Pages 485-494
Fuzzy Classification Method in Credit Risk....Pages 495-504
Preventing Attacks by Classifying User Models in a Collaborative Scenario....Pages 505-514
Hierarchical Clustering through Bayesian Inference....Pages 515-524
An Approach to Improving Quality of Crawlers Using Na?ve Bayes for Classifier and Hyperlink Filter....Pages 525-535
Network Intrusion Detection Based on Multi-Class Support Vector Machine....Pages 536-543
Solving Nurse Rostering Problems by a Multiobjective Programming Approach....Pages 544-552
Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors....Pages 553-562
Back Matter....Pages -
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