| Description |
xiii, 328 pages : illustrations ; 25 cm |
| Contents |
Introduction to agent mining interaction and integration / Longbing Cao -- Towards the integration of multiagent applications and data mining / Célia Ghedini Ralha -- Agent-based distributed data mining: a survey / Chayapol Moemeng [and others] -- Exploiting swarm behaviour of simple agents for clustering web users' session data / Shafiq Alam, Gillian Dobbie, and Patricia Riddle -- Mining temporal patterns to improve agents behavior: two case studies / Philippe Fournier-Viger [and others] -- A multi-agent system for extracting and analysing users' interaction in a collaborative knowledge management system / Doina Alexandra Dumitrescu, Ruth Cobos and Jaime Moreno-Llorena -- Towards information enrichment through recommendation sharing / Li-Tung Weng [and others] -- A multiagent-based intrusion detection system with the support of multi-class supervised classification / Mei-Ling Shyu and Varsha Sainani -- Automatic web data extraction based on genetic algorithms and regular expressions / David F. Barrero, David Camacho, and María D. R-Moreno -- Establishment and maintenance of a knowledge network by means of agents and implicit data / Jaime Moreno-Klorena, Xavier Alamán, and Ruth Cobos -- Equipping intelligent agents with commonsense knowledge acquired from search query logs: results from an exploratory story / Markus Strohmaier, Mark Kröll, and Peter Prettenhoffer -- A multi-agent learning paradigm for medical data mining diagnostic workbench / Sam Chao and Fai Wong -- The EMADS extendible multi-agent data mining framework / Kamal Ali Albashiri and Frans Coenen -- A multiagent approach to adaptive continuous analysis of streaming data in complex uncertain environments / Igor Kiselev and Reda Alhajj -- Multiagent systems for large data clustering / T. Ravindra Babu, M. Narasimha Murty, and S.V. Subrahmanya -- A multiagent, multiobjective clustering algorithm / Daniela S. Santos, Denise de Oliveira, and Ana L.C. Bazzan -- Integration of agents and data mining in interactive web environment for psychometric diagnostics / Velibor Ilić -- A multi-agent framwork for anomalies detection on distributed firewalls using data mining techniques / Kamel Karoui, Fakher Ben Ftima, and Henda Ben Ghezala -- Competitive-cooperative automated reasoning from distributed and multiple source of data / Amin Milani Fard -- Normative multi-agent enriched data mining to support e-citizens / Stanislaw A.B. Stane and Mariusz Zytniewsk -- CV-Muzar-- the virtual community environment that uses multiagent systems for formation of groups / Ana Carolina Bertoletti De Marchi and Márcia Cristina Moraes -- Agent based video contents identification and data mining using watermark based filtering / HeungKyu Lee |
| Summary |
Reports on the research and development progress in promoting the synergism of two cutting-edge technologies - agents and data mining. This title presents the methodologies, algorithms and systems that integrate these two technologies |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Data mining.
|
|
Business -- Data processing.
|
| Author |
Cao, Longbing, 1969-
|
| ISBN |
9781441905215 hardback |
|
1441905219 hardback |
|
