Imbalanced learning : foundations, algorithms, and applications /

• Άλλοι συγγραφείς: He, Haibo, 1976- (Επιμελητής έκδοσης), Ma, Yunqian (Επιμελητής έκδοσης)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, New Jersey : John Wiley & Sons, Inc., [2013]
• Θέματα: Data mining.; Information resources > Evaluation.; Information resources management.; System analysis > Mathematical models.; COMPUTERS > Database Management > Data Mining.; Electronic books.

Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, and defense, to name a few. The first comprehensive look at this new branch of machine learning, this volume offers a critical review of the...