Spam Classification: Radix Encoded Fragmented Database Approach - Softcover

Sharma, Kapil; Jatana, Nishtha; Bala, Manju

Softcover

ISBN 10: 3639708008 ISBN 13: 9783639708004

Verlag: VDM Verlag, 2015

Inhaltsangabe

Spam or unsolicited email has become a major problem for companies and private users. The problems associated with spam and various approaches that attempt to deal with it, have been presented here. Statistical classifiers are one such group of methods that show adequate performance in filtering spam, based upon the previous knowledge gathered through collected and classified emails. Learning algorithms that uses the Naive Bayesian classifier have shown promising results in separating spam from legitimate mail. An encoded and fragmented database approach that resembles radix sort technique has been proposed and applied for first time to improve Paul Graham's Naive Bayes machine learning algorithm for spam filtering.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr. Kapil Sharma, M.Sc., PhD. RN is currently working as Associate Professor in Medical-Surgical Nursing at Dayanand Medical College and Hospital (DMC&H), College of Nursing, Ludhiana, Punjab, India. He is a prolific writer and published and presented a number of papers in International and National Journals.

Details zur Ausgabe

• Verlag: VDM Verlag
• Erscheinungsdatum: 2015
• Sprache: Englisch
• ISBN 10: 3639708008
• ISBN 13: 9783639708004
• Einband: Taschenbuch
• Anzahl der Seiten: 80
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland