New Trends in Computational Collective Intelligence
Title | New Trends in Computational Collective Intelligence PDF eBook |
Author | David Camacho |
Publisher | Springer |
Pages | 210 |
Release | 2014-09-10 |
Genre | Technology & Engineering |
ISBN | 3319107747 |
This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques. Computational Collective Intelligence methods and algorithms are one the current trending research topics from areas related to Artificial Intelligence, Soft Computing or Data Mining among others. Computational Collective Intelligence is a rapidly growing field that is most often understood as an AI sub-field dealing with soft computing methods which enable making group decisions and processing knowledge among autonomous units acting in distributed environments. Web-based Systems, Social Networks, and Multi-Agent Systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. The chapters included in this volume cover a selection of topics and new trends in several domains related to Collective Computational Intelligence: Language and Knowledge Processing, Data Mining Methods and Applications, Computer Vision, and Intelligent Computational Methods. This book will be useful for graduate and PhD students in computer science as well as for mature academics, researchers and practitioners interested in the methods and applications of collective computational intelligence in order to create new intelligent systems.
Advances in Computational Collective Intelligence
Title | Advances in Computational Collective Intelligence PDF eBook |
Author | Ngoc-Thanh Nguyen |
Publisher | Springer Nature |
Pages | 430 |
Release | |
Genre | |
ISBN | 3031702484 |
Computational Collective Intelligence
Title | Computational Collective Intelligence PDF eBook |
Author | Ngoc Thanh Nguyen |
Publisher | Springer |
Pages | 578 |
Release | 2018-08-27 |
Genre | Computers |
ISBN | 3319984438 |
This two-volume set (LNAI 11055 and LNAI 11056) constitutes the refereed proceedings of the 10th International Conference on Collective Intelligence, ICCCI 2018, held in Bristol, UK, in September 2018 The 98 full papers presented were carefully reviewed and selected from 240 submissions. The conference focuses on knowledge engineering and semantic web, social network analysis, recommendation methods and recommender systems, agents and multi-agent systems, text processing and information retrieval, data mining methods and applications, decision support and control systems, sensor networks and internet of things, as well as computer vision techniques.
Computational Collective Intelligence
Title | Computational Collective Intelligence PDF eBook |
Author | Manuel Núñez |
Publisher | Springer |
Pages | 668 |
Release | 2015-09-09 |
Genre | Computers |
ISBN | 3319243063 |
This two-volume set (LNAI 9329 and LNAI 9330) constitutes the refereed proceedings of the 7th International Conference on Collective Intelligence, ICCCI 2014, held in Madrid, Spain, in September 2015. The 110 full papers presented were carefully reviewed and selected from 186 submissions. They are organized in topical sections such as multi-agent systems; social networks and NLP; sentiment analysis; computational intelligence and games; ontologies and information extraction; formal methods and simulation; neural networks, SMT and MIS; collective intelligence in Web systems – Web systems analysis; computational swarm intelligence; cooperative strategies for decision making and optimization; advanced networking and security technologies; IT in biomedicine; collective computational intelligence in educational context; science intelligence and data analysis; computational intelligence in financial markets; ensemble learning; big data mining and searching.
Transactions on Computational Collective Intelligence III
Title | Transactions on Computational Collective Intelligence III PDF eBook |
Author | Ngoc Thanh Nguyen |
Publisher | Springer |
Pages | 223 |
Release | 2011-06-01 |
Genre | Computers |
ISBN | 3642199682 |
These Transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the Semantic Web, social networks and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This third issue contains a collection of 10 articles selected from high-quality submissions addressing advances in the foundations and applications of computational collective intelligence.
Computational Collective Intelligence. Technologies and Applications
Title | Computational Collective Intelligence. Technologies and Applications PDF eBook |
Author | Ngoc Thanh Nguyen |
Publisher | Springer |
Pages | 588 |
Release | 2012-11-28 |
Genre | Computers |
ISBN | 3642346308 |
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
Computational Collective Intelligence. Technologies and Applications
Title | Computational Collective Intelligence. Technologies and Applications PDF eBook |
Author | Costin Badica |
Publisher | Springer |
Pages | 761 |
Release | 2013-09-03 |
Genre | Computers |
ISBN | 3642404952 |
This book constitutes the thoroughly refereed conference proceedings of the 5th International Conference on Computational Collective Intelligence, ICCCI 2013, held in Craiova, Romania, in September 2013. The 72 revised full papers presented were carefully selected from numerous submissions. Conference papers are organized in 16 technical sessions, covering the following topics: intelligent e-learning, classification and clustering methods, web intelligence and interaction, agents and multi-agent systems, social networks, intelligent knowledge management, language processing systems, modeling and optimization techniques, evolutionary computation, intelligent and group decision making, swarm intelligence, data mining techniques and applications, cooperative problem solving, collective intelligence for text mining and innovation, collective intelligence for social understanding and mining, and soft methods in collective intelligence.