Computational Collective Intelligence 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part II
Saved in:
| Main Authors | , , , |
|---|---|
| Format | eBook Conference Proceeding |
| Language | English |
| Published |
Cham
Springer International Publishing AG
2018
Springer International Publishing |
| Edition | 1 |
| Series | Lecture Notes in Computer Science |
| Subjects | |
| Online Access | Get full text |
| ISBN | 3319984454 9783319984452 |
| ISSN | 0302-9743 1611-3349 |
| DOI | 10.1007/978-3-319-98446-9 |
Cover
| Author | Nguyen, Ngoc Thanh Khan, Zaheer Pimenidis, Elias Trawiński, Bogdan |
|---|---|
| Author_xml | – sequence: 1 fullname: Nguyen, Ngoc Thanh – sequence: 2 fullname: Pimenidis, Elias – sequence: 3 fullname: Khan, Zaheer – sequence: 4 fullname: Trawiński, Bogdan |
| BookMark | eNo1kM1OwzAQhA0URFv6ANx6QZxM17HjnyONClSqxAVxtezYqQLGLknK8-O2cFrpW83szkzQKKboEbol8EAAxEIJiSmmRGElGeNYnaFZZjSTI1DnaEw4IZhSpi7Q5H9RshEaA4UCK8HoFZoQKIEQ4Byu0azvPwCgAKk4E2N0V6Wv3X4wQ5uiCfMqheDrof3x83UcfAjt1sfa36DLxoTez_7mFL0_rd6qF7x5fV5XjxtsCCNMYAf5H9o4xqlzxpYWCk5Lq8By5gpbSmGsVV5J1zQm33eykNZA7YRwouCWTtHiZNzvujZufadtSp-9JqAPneicX1Odg-pjBVplxf1JsevS9973g_YHSe3j0JmgV8uKUxBQEvoLO45bgw |
| ContentType | eBook Conference Proceeding |
| Copyright | Springer Nature Switzerland AG 2018 |
| Copyright_xml | – notice: Springer Nature Switzerland AG 2018 |
| DEWEY | 006.3 |
| DOI | 10.1007/978-3-319-98446-9 |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Computer Science |
| EISBN | 9783319984469 3319984462 |
| EISSN | 1611-3349 |
| Edition | 1 |
| Editor | Nguyen, Ngoc Thanh Khan, Zaheer Pimenidis, Elias Trawiński, Bogdan |
| Editor_xml | – sequence: 1 givenname: Ngoc Thanh surname: Nguyen fullname: Nguyen, Ngoc Thanh email: Ngoc-Thanh.Nguyen@pwr.edu.pl organization: Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam – sequence: 2 givenname: Elias surname: Pimenidis fullname: Pimenidis, Elias email: elias.pimenidis@uwe.ac.uk organization: Department of Computer Science and Creative Technologies, University of the West of England, Bristol, United Kingdom – sequence: 3 givenname: Zaheer surname: Khan fullname: Khan, Zaheer email: zaheer2.khan@uwe.ac.uk organization: Department of Computer Science and Creative Technologies, University of the West of England, Bristol, United Kingdom – sequence: 4 givenname: Bogdan surname: Trawiński fullname: Trawiński, Bogdan email: Bogdan.Trawinski@pwr.wroc.pl organization: Faculty of Computer Science and Management, Wrocław University of Science and Technology, Wrocław, Poland |
| ExternalDocumentID | 472194 EBC6307051 |
| GroupedDBID | 0D6 0DA 38. AABBV ACOUV AEDXK AEJLV AEKFX AEZAY ALMA_UNASSIGNED_HOLDINGS ANXHU BBABE BICGV BJAWL BUBNW CVGDX CZZ EDOXC FOYMO I4C IEZ NQNQZ OEBZI SBO TPJZQ TSXQS Z5O Z7R Z7S Z7U Z7V Z7W Z7X Z7Y Z7Z Z81 Z82 Z83 Z84 Z85 Z87 Z88 -DT -GH -~X 1SB 29L 2HA 2HV 5QI 875 AASHB ABMNI ACGFS ADCXD AEFIE EJD F5P FEDTE HVGLF LAS LDH P2P RIG RNI RSU SVGTG VI1 ~02 |
| ID | FETCH-LOGICAL-a14147-d06113fd463ddab5b02635b90b64d2b587abb9e98dffa647d828ba0cd77d726b3 |
| ISBN | 3319984454 9783319984452 |
| ISSN | 0302-9743 |
| IngestDate | Wed Oct 30 02:25:00 EDT 2024 Fri May 30 22:03:12 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| LCCallNum_Ident | Q334-342 |
| Language | English |
| LinkModel | OpenURL |
| MeetingName | International Conference on Computational Collective Intelligence |
| MergedId | FETCHMERGED-LOGICAL-a14147-d06113fd463ddab5b02635b90b64d2b587abb9e98dffa647d828ba0cd77d726b3 |
| OCLC | 1050110660 |
| PQID | EBC6307051 |
| PageCount | 536 |
| ParticipantIDs | springer_books_10_1007_978_3_319_98446_9 proquest_ebookcentral_EBC6307051 |
| PublicationCentury | 2000 |
| PublicationDate | 2018 |
| PublicationDateYYYYMMDD | 2018-01-01 |
| PublicationDate_xml | – year: 2018 text: 2018 |
| PublicationDecade | 2010 |
| PublicationPlace | Cham |
| PublicationPlace_xml | – name: Cham |
| PublicationSeriesSubtitle | Lecture Notes in Artificial Intelligence |
| PublicationSeriesTitle | Lecture Notes in Computer Science |
| PublicationSeriesTitleAlternate | Lect.Notes Computer |
| PublicationYear | 2018 |
| Publisher | Springer International Publishing AG Springer International Publishing |
| Publisher_xml | – name: Springer International Publishing AG – name: Springer International Publishing |
| RelatedPersons | Kleinberg, Jon M. Mattern, Friedemann Naor, Moni Mitchell, John C. Terzopoulos, Demetri Steffen, Bernhard Pandu Rangan, C. Kanade, Takeo Kittler, Josef Weikum, Gerhard Hutchison, David Tygar, Doug |
| RelatedPersons_xml | – sequence: 1 givenname: David surname: Hutchison fullname: Hutchison, David organization: Lancaster University, Lancaster, United Kingdom – sequence: 2 givenname: Takeo surname: Kanade fullname: Kanade, Takeo organization: Carnegie Mellon University, Pittsburgh, USA – sequence: 3 givenname: Josef surname: Kittler fullname: Kittler, Josef organization: University of Surrey, Guildford, United Kingdom – sequence: 4 givenname: Jon M. surname: Kleinberg fullname: Kleinberg, Jon M. organization: Cornell University, Ithaca, USA – sequence: 5 givenname: Friedemann surname: Mattern fullname: Mattern, Friedemann organization: ETH Zurich, Zurich, Switzerland – sequence: 6 givenname: John C. surname: Mitchell fullname: Mitchell, John C. organization: Stanford University, Stanford, USA – sequence: 7 givenname: Moni surname: Naor fullname: Naor, Moni organization: Dept Applied Math & Computer Science, Weizmann Institute of Science, Rehovot, Israel – sequence: 8 givenname: C. surname: Pandu Rangan fullname: Pandu Rangan, C. organization: Indian Institute of Technology Madras, Chennai, India – sequence: 9 givenname: Bernhard surname: Steffen fullname: Steffen, Bernhard organization: TU Dortmund University, Dortmund, Germany – sequence: 10 givenname: Demetri surname: Terzopoulos fullname: Terzopoulos, Demetri organization: University of California, Los Angeles, USA – sequence: 11 givenname: Doug surname: Tygar fullname: Tygar, Doug organization: University of California, Berkeley, USA – sequence: 12 givenname: Gerhard surname: Weikum fullname: Weikum, Gerhard organization: Max Planck Institute for Informatics, Saarbrücken, Germany |
| SSID | ssj0002089647 ssj0002792 |
| Score | 2.3986366 |
| SourceID | springer proquest |
| SourceType | Publisher |
| SubjectTerms | Algorithm Analysis and Problem Complexity Artificial Intelligence Artificial intelligence-Congresses Computer Appl. in Administrative Data Processing Computer Science Computer software-Congresses Special Purpose and Application-Based Systems |
| Subtitle | 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part II |
| TableOfContents | 3.4 Graphical Representation of Rules Clusters 3.3 Real-World Applications for Group Affect in Complex Decision-Making -- 4 Conclusion -- Acknowledgements -- References -- Parallel GEP Ensemble for Classifying Big Datasets -- 1 Introduction -- 2 GEP Ensemble Based on Stack Generalization Concept -- 2.1 Binary Classification -- 2.2 Multi-class Classification -- 3 Implementation -- 4 Experiment -- 5 Conclusions -- References -- A-Team Solving Distributed Resource-Constrained Multi-project Scheduling Problem -- 1 Introduction -- 2 Problem Formulation -- 3 A-Team Based MAS for Solving the DRCMPSP -- 3.1 JABAT Environment -- 3.2 JABAT for Solving the DRCMPSP -- 4 Computational Experiment -- 4.1 Problem Instances -- 4.2 Settings -- 4.3 Results -- 5 Conclusions and Future Work -- References -- Complex Decision Systems -- Solving the Uncapacitated Traveling Purchaser Problem with the MAX-MIN Ant System -- 1 Introduction -- 2 Related Work -- 3 ACO for the U-TPP -- 3.1 Dynamic Multi-dimensional Anamorphic Traveling Ants -- 3.2 Local Search -- 3.3 Proposed Algorithm -- 4 Experiments -- 5 Summary -- References -- Experimental Implementation of Web-Based Knowledge Base Verification Module -- 1 Introduction -- 2 Background Information -- 2.1 Anomalies in the Rule Knowledge Bases -- 2.2 Anomalies Detecting Methods and Related Works -- 3 Tools, Methods and Experiments -- 3.1 The KBExplorer System -- 3.2 Methods -- 3.3 Experiments -- 4 Conclusions -- References -- Methods of Rule Clusters' Representation in Domain Knowledge Bases -- 1 Introduction -- 2 Hierarchical Structure of a Knowledge Base -- 2.1 Agglomerative Hierarchical Clustering Algorithm -- 2.2 Clustering Parameters -- 3 Representation of Clusters by Using Their Representatives -- 3.1 Cluster Representatives Methods in the Literature -- 3.2 Proposed Approach -- 3.3 Numerical Characteristics of Rules Clusters Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Decision Support and Control Systems -- Design of Recursive Digital Filters with Penalized Spline Method -- Abstract -- 1 Introduction -- 2 Approaches to Problem Solution -- 3 Using a P-spline as a Digital Filter -- 4 Examining Frequency and Time Responses of a Recursive Spline Filter -- 5 Results of Computational Experiment -- 6 Conclusion -- Acknowledgment -- References -- An Adaptive Temporal-Causal Network Model for Decision Making Under Acute Stress -- Abstract -- 1 Introduction -- 2 Neurological Principles -- 3 The Adaptive Temporal-Causal Network Model -- 4 Example Simulation -- 5 Verification of the Network Model by Mathematical Analysis -- 6 Discussion -- References -- Chess Problem: CSA Algorithm Based on Simulated Annealing and Experimentation System -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Algorithms -- 5 Experimentation System -- 6 Investigation -- 6.1 Experiment 1. Tuning of CSA Algorithm -- 6.2 Experiment 2. Comparing the Algorithms -- 7 Conclusion -- Acknowledgement -- References -- Single Machine Weighted Tardiness Problem: An Algorithm and Experimentation System -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 AIT Algorithm for Solving the Problem -- 5 Experimentation System -- 6 Investigation -- 6.1 Experiment Design -- 6.2 Influence of Inner Parameters -- 6.3 Comparison of Algorithms -- 7 Conclusion -- Acknowledgement -- References -- Large-Scale Evolutionary Optimization Using Multi-Layer Strategy Differential Evolution -- Abstract -- 1 Introduction -- 2 Classic Differential Evolution -- 3 Differential Evolution Strategies -- 4 Multi-Layer Strategies Differential Evolution -- 5 Experiments and Results -- 6 Conclusion -- Appendix: The Benchmark Functions Suite -- References Proposition of a BDI-Based Distributed Partitioning Approach for a Multirobot System -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Proposed Approach -- 3.1 The Know-How and the BDI Model -- 3.2 The Partitioning Algorithm -- 4 Simulation Results and Discussion -- 5 Conclusion and Future Work -- References -- Diversifying Search in Bee Algorithms for Numerical Optimisation -- 1 Introduction -- 2 Relevant Works -- 3 Honeybee-Inspired Algorithms -- 3.1 Bees Algorithm (BA) -- 3.2 ABC Algorithm -- 4 Algorithms Revised -- 4.1 Bees Algorithm Revised (rBA) -- 4.2 ABC Algorithm Revised (rABC) -- 4.3 Hybrid Bees Algorithm (Hybrid) -- 5 Experimental Results -- 6 Conclusions -- References -- Solving the Quadratic Assignment Problem (QAP) Through a Fine-Grained Parallel Genetic Algorithm Implemented on GPUs -- 1 Introduction -- 1.1 Background -- 1.2 Quadratic Assignment Problem (QAP) -- 1.3 Parallel Genetic Algorithms -- 1.4 Local Search Heuristics 2-opt -- 1.5 Graphics Processing Units (GPUs) -- 2 Proposed Approach -- 3 Experiments -- 3.1 Experimental Setup -- 3.2 Results -- 4 Conclusions and Future Works -- References -- A New Distance Function for Consensus Determination in Decision Support Systems -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Basic Notions -- 4 Distance Function -- 5 Research Experiment -- 6 Conclusions -- References -- Cooperative Strategies for Decision Making and Optimization -- Hitchcock Birds Inspired Algorithm -- Abstract -- 1 Introduction -- 2 Alfred Hitchcock and the Birds -- 3 Hitchcock Birds Inspired Algorithm -- 3.1 Lurking -- 3.2 Attack -- 3.3 Stagnation and Reorganization -- 3.4 Algorithm -- 4 Results -- 5 Conclusions -- References -- Solving DVRPTW by a Multi-agent System with Vertical and Horizontal Cooperation -- 1 Introduction -- 2 Problem Formulation -- 3 Agent-Based Approach to DVRPTW OPC UA Communication Traffic Control for Analogue Values in an Automation Device with Embedded OPC UA Servers -- Abstract -- 1 Introduction -- 2 OPC UA Standard -- 3 Test Environment -- 4 Test Results -- 4.1 Test Block One -- 4.2 Test Block Two -- 5 Discussion -- 6 Conclusion -- Acknowledgements -- References -- Application of Decision Trees for Quality Management Support -- Abstract -- 1 Introduction -- 2 Information Flow in ISA95-Based Manufacturing Execution Systems -- 3 Description of the ISA 95-Based Workflow in the Production of Electronic Devices -- 4 Application of Decision Trees to Support Workflow Scheduling -- 5 Conclusions -- Acknowledgements -- References -- Heuristic Algorithm for a Personalised Student Timetable -- 1 Introduction -- 2 Literature Review -- 3 Problem Description -- 4 Proposed Solution -- 5 Heuristic Algorithm -- 6 Results -- 7 Conclusion -- References -- A Flexible Evolutionary Algorithm for Task Allocation in Multi-robot Team -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Problem Description and Mathematical Formulation -- 4 Proposed Evolutionary Algorithm -- 4.1 Chromosome Representation -- 4.2 Variation Operators -- 4.3 Fitness Function -- 4.4 Penalty Function -- 5 Experiments and Validation Scheme -- 5.1 Experimental Setup -- 5.2 Validations -- 6 Results -- 7 Conclusion and Future Work -- References -- Predictive Memetic Algorithm (PMA) for Combinatorial Optimization in Dynamic Environments -- 1 Introduction -- 2 Problem Definition -- 3 Related Work -- 4 Dynamic Landscapes -- 5 Proposed Predictive MA -- 6 Experimental Results -- 7 Conclusion and Future Work -- References -- Modeling Competitive Game Players with a Positioning Strategy in the Great Turtle Race -- 1 Introduction -- 2 Rules and Strategies -- 3 Experimental Evaluation of Five Strategies -- 4 Conclusions and Future Work -- References 3.1 Agents and Communication Between Them -- 3.2 Simulation and Problem Solving -- 4 Computational Experiment -- 5 Conclusions -- References -- Cluster-Based Instance Selection for the Imbalanced Data Classification -- Abstract -- 1 Introduction -- 2 Problem Formulation -- 3 An Approach to the Cluster-Based Instance Selection for the Imbalanced Data -- 3.1 Instance Selection and Data Clustering -- 3.2 The Agent-Based Framework for Instance Selection -- 4 Computational Experiment -- 5 Conclusions -- References -- Building Collaboration in Multi-agent Systems Using Reinforcement Learning -- 1 Introduction -- 2 Background -- 3 Collaborating Agents with Q Learning -- 3.1 Particle Swarm Optimisation (PSO) -- 3.2 Q Learning -- 3.3 Swarms of Learning Agents -- 4 Scanning Disastrous Area with Swarm of Learning Agents -- 5 Experimental Results -- 5.1 Approximation and Evaluation -- 5.2 Individuals' Learning Behaviour -- 6 Conclusions -- References -- The Shapley Value for Multigraphs -- Abstract -- 1 Introduction -- 2 Shapley Value in Co-operative Games -- 3 Co-operative Approach to Multigraph -- 4 Shapley Value for Multigraph -- 5 Example -- 6 Conclusions and Future Considerations -- References -- Group Affect in Complex Decision-Making: Theory and Formalisms from Psychology and Computer Science -- Abstract -- 1 Introduction -- 2 The Role of Affect in Decision-Making -- 2.1 Affective Impact on Individual Behavior Level -- 2.2 Affective Impact on Collective Behavior Level -- 3 Computational Models Integrating Group Affect in the Decision-Making Process -- 3.1 Main Theories and Formalisms from Psychology and Computer Science -- 3.2 Comparison of Different Computational Models of Group Affect and Decision-Making -- 3.2.1 Computational Model from Mass Psychology: Psychological Model -- 3.2.2 Computational Models from Social Neuroscience: IMPACT and ASCRIBE |
| Title | Computational Collective Intelligence |
| URI | https://ebookcentral.proquest.com/lib/[SITE_ID]/detail.action?docID=6307051 http://link.springer.com/10.1007/978-3-319-98446-9 |
| Volume | 11056 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NS8MwFA86L3pR58T5RQ8KglTaJk2TgwcdkzHG8DDHbqVp0uMGbl78631Jmn6MHdRLKaV07ftlL-_z9xC6K2SCc8UCn-fgmxDFCp_HMfYDSWSewBLjmanyndLRBxkv4kU9o8h0l2zEU_69s6_kP6jCNcBVd8n-AdnqoXABzgFfOALCcNwyfnfuM3Yig4vmmRCA0V5lb4jl2bRqQ9MZr58nZcJgutqYOqxHN9PB_cWbMYCQbcUAXAxwK4pYB7JaTiPGuq-OkLgZV8SgGMG1sLpGWV1INcMhtoyilbIEe4zuVL3NagvdGaV_gvq83meq6j8CXicn-2g_YUEHHbwMx5N5FReLAsYNxVm5m2qCQ5sJsi-o-3PcB1hix8YHubR1yRzcepGWC7GV9TbGxOwE9eo2S--9AvYU7allFx07TLwSky46apBGnqH7FuxeDbvXhL2H5m_D2WDkl8Mu_CwkIUl8CZZViAtJKJYyE7EINE-Q4IGgREYiZkkmBFecyaLIQEISfGWRBblMEplEVOBz1FmuluoCebkeKkDAsixIQLJQMRXBUyLt2ma5pKyPPCeK1OTky0LgdPg6oHoTiMM-enAiSvUd69TxW4NgU5yCYFMj2JRf_v7WK3RYL99r1Nl8fqkbMOo24rZcBz-BS0Hk |
| linkProvider | Library Specific Holdings |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=Computational+Collective+Intelligence&rft.series=Lecture+Notes+in+Computer+Science&rft.date=2018-01-01&rft.pub=Springer+International+Publishing&rft.isbn=9783319984452&rft.issn=0302-9743&rft.eissn=1611-3349&rft.volume=11056&rft_id=info:doi/10.1007%2F978-3-319-98446-9&rft.externalDocID=472194 |
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Fmedia.springernature.com%2Fw306%2Fspringer-static%2Fcover-hires%2Fbook%2F978-3-319-98446-9 |