Design and Implementation of Data Mining Tools

Based on the authors' own research work, this book explains how to create and employ systems and tools for intrusion detection, Web page surfing prediction, and image classification. Focusing on three applications of data mining, the book takes a practical approach to the subject. A hands-on guide, it discusses the performance results, limitations, and unique contributions of data mining systems. It provides essential information for technologists to decide on the tools to select for a particular application, for developers to focus on alternative designs if an approach is unsuitable, and for managers to choose whether to proceed with a data mining project.

Sommario

Data Mining Techniques and Applications. Data Mining Tool for Intrusion Detection. Data Mining Tool for Web Page Surfing Prediction. Data Mining Tool for Image Classification. Appendix. Index.

Info autore

Thuraisingham, Bhavani; Khan, Latifur; Awad, Mamoun; Wang, Lei

Dettagli sul prodotto

• Autori: Mamoun Awad, Awad Mamoun, Latifur Khan, Khan Latifur, Bhavani Thuraisingham, Bhavani (The University of Texas At Thuraisingham, Thuraisingham Bhavani, Lei Wang, Wang Lei
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 19.09.2019
• EAN: 9780367385552
• ISBN: 978-0-367-38555-2
• Pagine: 272
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Linguaggi di programmazione; Software Engineering, COMPUTERS / Software Development & Engineering / General, COMPUTERS / Information Technology, computer science, Databases, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Database Administration & Management