Knowledge mining using intelligent agents:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
London
Imperial College Pr.
2011
|
| Schriftenreihe: | Advances in computer science and engineering
v. 6 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references 1. Theoretical foundations of knowledge mining and intelligent agent / S. Dehuri and S.-B. Cho -- 2. The use of evolutionary computation in knowledge discovery : The example of intrusion detection systems / S.X. Wu and W. Banzhaf -- 3. Evolution of neural network and polynomial network / B.B. Misra, P.K. Dash and G. Panda -- 4. Design of alloy steels using multi-objective optimization / M. Chen, V. Kadirkamanathan and P.J. Fleming -- 5. An extended Bayesian/HAPSO intelligent method in intrusion detection system / S. Dehuri and S. Tripathy -- 6. Mining knowledge from network intrusion data using data mining techniques / M. Panda and M.R. Patra -- 7. Particle swarm optimization for multi-objective optimal operational planning of energy plants / Y. Fukuyama, H. Nishida and Y. Todaka -- 8. Soft computing for feature selection / A.K. Jagadev, S. Devi and R. Mall -- 9. Optimized polynomial fuzzy swarm net for classification / B.B. Misra, P.K. Dash and G. Panda -- 10. Software testing using genetic algorithms / M. Ray and D.P. Mohapatra Knowledge Mining Using Intelligent Agents explores the concept of knowledge discovery processes and enhances decision-making capability through the use of intelligent agents like ants, termites and honey bees. In order to provide readers with an integrated set of concepts and techniques for understanding knowledge discovery and its practical utility, this book blends two distinct disciplines - data mining and knowledge discovery process, and intelligent agents-based computing (swarm intelligence and computational intelligence). For the more advanced reader, researchers, and decision/policy-makers are given an insight into emerging technologies and their possible hybridization, which can be used for activities like dredging, capturing, distributions and the utilization of knowledge in their domain of interest (i.e. business, policy-making, etc.). By studying the behavior of swarm intelligence, this book aims to integrate the computational intelligence paradigm and intelligent distributed agents architecture to optimize various engineering problems and efficiently represent knowledge from the large gamut of data |
| Beschreibung: | 1 Online-Ressource (x, 313 pages) |
| ISBN: | 184816386X 1848163878 9781848163867 9781848163874 |
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| spelling | Knowledge mining using intelligent agents editors, Satchidananda Dehuri, Sung-Bae Cho London Imperial College Pr. 2011 1 Online-Ressource (x, 313 pages) txt rdacontent c rdamedia cr rdacarrier Advances in computer science and engineering v. 6 Includes bibliographical references 1. Theoretical foundations of knowledge mining and intelligent agent / S. Dehuri and S.-B. Cho -- 2. The use of evolutionary computation in knowledge discovery : The example of intrusion detection systems / S.X. Wu and W. Banzhaf -- 3. Evolution of neural network and polynomial network / B.B. Misra, P.K. Dash and G. Panda -- 4. Design of alloy steels using multi-objective optimization / M. Chen, V. Kadirkamanathan and P.J. Fleming -- 5. An extended Bayesian/HAPSO intelligent method in intrusion detection system / S. Dehuri and S. Tripathy -- 6. Mining knowledge from network intrusion data using data mining techniques / M. Panda and M.R. Patra -- 7. Particle swarm optimization for multi-objective optimal operational planning of energy plants / Y. Fukuyama, H. Nishida and Y. Todaka -- 8. Soft computing for feature selection / A.K. Jagadev, S. Devi and R. Mall -- 9. Optimized polynomial fuzzy swarm net for classification / B.B. Misra, P.K. Dash and G. Panda -- 10. Software testing using genetic algorithms / M. Ray and D.P. Mohapatra Knowledge Mining Using Intelligent Agents explores the concept of knowledge discovery processes and enhances decision-making capability through the use of intelligent agents like ants, termites and honey bees. In order to provide readers with an integrated set of concepts and techniques for understanding knowledge discovery and its practical utility, this book blends two distinct disciplines - data mining and knowledge discovery process, and intelligent agents-based computing (swarm intelligence and computational intelligence). For the more advanced reader, researchers, and decision/policy-makers are given an insight into emerging technologies and their possible hybridization, which can be used for activities like dredging, capturing, distributions and the utilization of knowledge in their domain of interest (i.e. business, policy-making, etc.). By studying the behavior of swarm intelligence, this book aims to integrate the computational intelligence paradigm and intelligent distributed agents architecture to optimize various engineering problems and efficiently represent knowledge from the large gamut of data Computer science COMPUTERS / Database Management / Data Mining bisacsh Computational intelligence fast Data mining fast Intelligent agents (Computer software) fast Swarm intelligence fast Informatik Data mining Intelligent agents (Computer software) Computational intelligence Swarm intelligence Agent Informatik (DE-588)4455835-1 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Agent Informatik (DE-588)4455835-1 s Data Mining (DE-588)4428654-5 s 2\p DE-604 Dehuri, Satchidananda Sonstige oth Cho, Sung-Bae Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=374806 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Knowledge mining using intelligent agents Computer science COMPUTERS / Database Management / Data Mining bisacsh Computational intelligence fast Data mining fast Intelligent agents (Computer software) fast Swarm intelligence fast Informatik Data mining Intelligent agents (Computer software) Computational intelligence Swarm intelligence Agent Informatik (DE-588)4455835-1 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4455835-1 (DE-588)4428654-5 (DE-588)4143413-4 |
| title | Knowledge mining using intelligent agents |
| title_auth | Knowledge mining using intelligent agents |
| title_exact_search | Knowledge mining using intelligent agents |
| title_full | Knowledge mining using intelligent agents editors, Satchidananda Dehuri, Sung-Bae Cho |
| title_fullStr | Knowledge mining using intelligent agents editors, Satchidananda Dehuri, Sung-Bae Cho |
| title_full_unstemmed | Knowledge mining using intelligent agents editors, Satchidananda Dehuri, Sung-Bae Cho |
| title_short | Knowledge mining using intelligent agents |
| title_sort | knowledge mining using intelligent agents |
| topic | Computer science COMPUTERS / Database Management / Data Mining bisacsh Computational intelligence fast Data mining fast Intelligent agents (Computer software) fast Swarm intelligence fast Informatik Data mining Intelligent agents (Computer software) Computational intelligence Swarm intelligence Agent Informatik (DE-588)4455835-1 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Computer science COMPUTERS / Database Management / Data Mining Computational intelligence Data mining Intelligent agents (Computer software) Swarm intelligence Informatik Agent Informatik Data Mining Aufsatzsammlung |
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