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Biologically-inspired techniques for...

Alam, Shafiq, (1980-)

Biologically-inspired techniques for knowledge discovery and data mining /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Biologically-inspired techniques for knowledge discovery and data mining /Shafiq Alam, Gillian Dobbie, Yun Sing Koh, and Saeed ur Rehman, editors.
其他作者:	Alam, Shafiq,
出版者:	Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pa., 17033, USA) :IGI Global,[2014]
面頁冊數:	1 online resource (375 pages) :ill.
標題:	Data mining.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6078-6
ISBN:	9781466660793 (ebook)

Biologically-inspired techniques for knowledge discovery and data mining /
Biologically-inspired techniques for knowledge discovery and data mining /Shafiq Alam, Gillian Dobbie, Yun Sing Koh, and Saeed ur Rehman, editors. - Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pa., 17033, USA) :IGI Global,[2014] - 1 online resource (375 pages) :ill.

Includes bibliographical references.

Biologically inspired techniques for data mining: a brief overview of particle swarm optimization for KDD / Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Saeed ur Rehman -- Probabilistic control and swarm dynamics in mobile robots and ants / Eugene Kagan, Alexander Rybalov, Alon Sela, Hava Siegelmann, Jennie Steshenko -- A measure optimized cost-sensitive learning framework for imbalanced data classification / Peng Cao, Osmar Zaiane, Dazhe Zhao -- Towards an improved ensemble learning model of artificial neural networks: lessons learned on using randomized numbers of hidden neurons / Fatai Anifowose, Jane Labadin, Abdulazeez Abdulraheem -- Ant programming algorithms for classification / Juan Luis Olmo, Jose Raul Romero, Sebastian Ventura -- Machine fault diagnosis and prognosis using self-organizing map / Kesheng Wang, Zhenyou Zhang, Yi Wang -- An enhanced artificial bee colony optimizer for predictive analysis of heating oil prices using least squares support vector machines / Zuriani Mustaffa, Yuhanis Yusof, Siti Sakira Kamaruddin -- Comparison of linguistic summaries and fuzzy functional dependencies related to data mining / Miroslav Hudec, Miljan Vucetic, Mirko Vujosevic -- Application of artificial neural network and genetic programming in civil engineering / Pijush Samui, Dhruvan Choubisa, Akash Sharda -- A promising direction towards automatic construction of relevance measures / Lucianne Varn, Kourosh Neshatian -- Adaptive scheduling for real-time distributed systems / Apurva Shah -- Discovery of emergent sorting behavior using swarm intelligence and grid-enabled genetic algorithms / Dimitris Kalles, Alexis Kaporis, Vassiliki Mperoukli, Anthony Chatzinouskas -- Application of biologically inspired techniques for industrial and environmental research via air quality monitoring network / Tianxing Cai -- Online prediction of blood glucose levels using genetic algorithm / Khaled Eskaf, Tim Ritchings, Osama Bedawy -- Security of wireless devices using biological-inspired RF fingerprinting technique / Saeed ur Rehman, Shafiq Alam, Iman T. Ardekani.

Restricted to subscribers or individual electronic text purchasers.

"This book highlights contemporary findings in the area of biologically-inspired techniques in data mining domains and their implementation in real-life problems"--Provided by publisher.

Mode of access: World Wide Web.

ISBN: 9781466660793 (ebook)

LCCN: 2014007987Subjects--Topical Terms:

184440
Data mining.

LC Class. No.: QA76.9.D343 / B56 2014e

Dewey Class. No.: 006.3/82

Biologically-inspired techniques for knowledge discovery and data mining /
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300 $a 1 online resource (375 pages) : $b ill.
504 $a Includes bibliographical references.
505 0 $a Biologically inspired techniques for data mining: a brief overview of particle swarm optimization for KDD / Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Saeed ur Rehman -- Probabilistic control and swarm dynamics in mobile robots and ants / Eugene Kagan, Alexander Rybalov, Alon Sela, Hava Siegelmann, Jennie Steshenko -- A measure optimized cost-sensitive learning framework for imbalanced data classification / Peng Cao, Osmar Zaiane, Dazhe Zhao -- Towards an improved ensemble learning model of artificial neural networks: lessons learned on using randomized numbers of hidden neurons / Fatai Anifowose, Jane Labadin, Abdulazeez Abdulraheem -- Ant programming algorithms for classification / Juan Luis Olmo, Jose Raul Romero, Sebastian Ventura -- Machine fault diagnosis and prognosis using self-organizing map / Kesheng Wang, Zhenyou Zhang, Yi Wang -- An enhanced artificial bee colony optimizer for predictive analysis of heating oil prices using least squares support vector machines / Zuriani Mustaffa, Yuhanis Yusof, Siti Sakira Kamaruddin -- Comparison of linguistic summaries and fuzzy functional dependencies related to data mining / Miroslav Hudec, Miljan Vucetic, Mirko Vujosevic -- Application of artificial neural network and genetic programming in civil engineering / Pijush Samui, Dhruvan Choubisa, Akash Sharda -- A promising direction towards automatic construction of relevance measures / Lucianne Varn, Kourosh Neshatian -- Adaptive scheduling for real-time distributed systems / Apurva Shah -- Discovery of emergent sorting behavior using swarm intelligence and grid-enabled genetic algorithms / Dimitris Kalles, Alexis Kaporis, Vassiliki Mperoukli, Anthony Chatzinouskas -- Application of biologically inspired techniques for industrial and environmental research via air quality monitoring network / Tianxing Cai -- Online prediction of blood glucose levels using genetic algorithm / Khaled Eskaf, Tim Ritchings, Osama Bedawy -- Security of wireless devices using biological-inspired RF fingerprinting technique / Saeed ur Rehman, Shafiq Alam, Iman T. Ardekani.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book highlights contemporary findings in the area of biologically-inspired techniques in data mining domains and their implementation in real-life problems"--Provided by publisher.
530 $a Also available in print.
538 $a Mode of access: World Wide Web.
650 0 $a Data mining. $3 184440
650 0 $a Database searching. $3 189403
650 0 $a Biologically-inspired computing. $3 283996
700 1 $a Alam, Shafiq, $d 1980- $e editor. $3 695392
700 1 $a Dobbie, Gillian, $e editor. $3 695393
700 1 $a Koh, Yun Sing, $d 1978- $3 618219
700 1 $a Rehman, Saeed ur, $e editor. $3 695394
856 4 1 $3 Chapter PDFs via platform: $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6078-6