Synopsis
Information security is an important issue for any organization or individual to protect data and information from unauthorized access. Valuable data and information are kept in the system connected through the computer network and are needed to secure against the intruders. Data Mining techniques provides solution to overcome the above mentioned problem. This book explores various data mining techniques like C-4.5, CART, CHAID, QUEST, Random Forest etc. with special reference to feature selection and used to develop models. An attempt has been made to develop ensemble model also, models were tested with many benchmark data sets like spam e-mail, KDD99, NSL-KDD and verified with many classification measures. These models as classifier are required to be deployed in the network or individual computer which will classify unwanted data and will alarm to the users for taking appropriate action. A brief experimental work has been carried out with above benchmark data sets using data mining software like WEKA and Clementine.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Dr. H.S.Hota has obtained his Ph.D. degree from Guru Ghasidas University, Bilaspur and currently working as Head and Associate Professor (Computer Science) in the department of Computer Science and Application,Bilaspur University Bilaspur, India. He has published many research papers in reputed journals and having 15 years of teaching experience.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Data Mining for Information Security: An Experimental Approach
Edité par
LAP LAMBERT Academic Publishing Okt 2016, 2016
ISBN 10 : 3659951145
ISBN 13 : 9783659951145
Neuf
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Information security is an important issue for any organization or individual to protect data and information from unauthorized access. Valuable data and information are kept in the system connected through the computer network and are needed to secure against the intruders. Data Mining techniques provides solution to overcome the above mentioned problem. This book explores various data mining techniques like C-4.5, CART, CHAID, QUEST, Random Forest etc. with special reference to feature selection and used to develop models. An attempt has been made to develop ensemble model also, models were tested with many benchmark data sets like spam e-mail, KDD99, NSL-KDD and verified with many classification measures. These models as classifier are required to be deployed in the network or individual computer which will classify unwanted data and will alarm to the users for taking appropriate action. A brief experimental work has been carried out with above benchmark data sets using data mining software like WEKA and Clementine. 140 pp. Englisch. N° de réf. du vendeur 9783659951145
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Data Mining for Information Security: An Experimental Approach
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ISBN 13 : 9783659951145
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Hota H.S.Dr. H.S.Hota has obtained his Ph.D. degree from Guru Ghasidas University, Bilaspur and currently working as Head and Associate Professor (Computer Science) in the department of Computer Science and Application,Bilaspur Univ. N° de réf. du vendeur 158606983
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Data Mining for Information Security: An Experimental Approach
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ISBN 13 : 9783659951145
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Data Mining for Information Security: An Experimental Approach
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Data Mining for Information Security: An Experimental Approach
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LAP LAMBERT Academic Publishing Okt 2016, 2016
ISBN 10 : 3659951145
ISBN 13 : 9783659951145
Neuf
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -Information security is an important issue for any organization or individual to protect data and information from unauthorized access. Valuable data and information are kept in the system connected through the computer network and are needed to secure against the intruders. Data Mining techniques provides solution to overcome the above mentioned problem. This book explores various data mining techniques like C-4.5, CART, CHAID, QUEST, Random Forest etc. with special reference to feature selection and used to develop models. An attempt has been made to develop ensemble model also, models were tested with many benchmark data sets like spam e-mail, KDD99, NSL-KDD and verified with many classification measures. These models as classifier are required to be deployed in the network or individual computer which will classify unwanted data and will alarm to the users for taking appropriate action. A brief experimental work has been carried out with above benchmark data sets using data mining software like WEKA and Clementine.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 140 pp. Englisch. N° de réf. du vendeur 9783659951145
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Data Mining for Information Security: An Experimental Approach
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LAP LAMBERT Academic Publishing, 2016
ISBN 10 : 3659951145
ISBN 13 : 9783659951145
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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Information security is an important issue for any organization or individual to protect data and information from unauthorized access. Valuable data and information are kept in the system connected through the computer network and are needed to secure against the intruders. Data Mining techniques provides solution to overcome the above mentioned problem. This book explores various data mining techniques like C-4.5, CART, CHAID, QUEST, Random Forest etc. with special reference to feature selection and used to develop models. An attempt has been made to develop ensemble model also, models were tested with many benchmark data sets like spam e-mail, KDD99, NSL-KDD and verified with many classification measures. These models as classifier are required to be deployed in the network or individual computer which will classify unwanted data and will alarm to the users for taking appropriate action. A brief experimental work has been carried out with above benchmark data sets using data mining software like WEKA and Clementine. N° de réf. du vendeur 9783659951145
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Data Mining for Information Security: An Experimental Approach
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LAP LAMBERT Academic Publishing, 2016
ISBN 10 : 3659951145
ISBN 13 : 9783659951145
Neuf
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Taschenbuch. Etat : Neu. Data Mining for Information Security: An Experimental Approach | H. S. Hota (u. a.) | Taschenbuch | 140 S. | Englisch | 2016 | LAP LAMBERT Academic Publishing | EAN 9783659951145 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. N° de réf. du vendeur 102732324
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