The wave of data breaches raises two pressing questions: Why dont we defend our networks better? And, what practical incentives can we create to improve our defenses? This book answers those questions....Lasīt vairāk
Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criteri...Lasīt vairāk
This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recogniti...Lasīt vairāk
Sērija : Wiley Series on Parallel and Distributed Computing
(Izdošanas datums: 21-Apr-2015, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781119010258)
Defines the notion of an activity model learned from sensor data and presents key algorithms that form the core of the field Activity Learning: Discovering, Recognizing and Predicting Human Behavior from Sensor Data provides an in-depth look at...Lasīt vairāk
(Izdošanas datums: 21-Oct-2014, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781118914564)
Combined classifiers, which are central to the ubiquitous performance of pattern recognition and machine learning, are generally considered more accurate than single classifiers....Lasīt vairāk
Sērija : Wiley Series on Methods and Applications in Data Mining
(Izdošanas datums: 11-Jul-2014, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781118874059)
The field of data mining lies at the confluence of predictive analytics, statistical analysis, and business intelligence. Due to the ever-increasing complexity and size of data sets and the wide range of applications in computer science, business, a...Lasīt vairāk
This book introduces the semantic aspects of natural language processing and its applications. Topics covered include: measuring word meaning similarity, multi-lingual querying, and parametric theory, named entity recognition, semantics, query langu...Lasīt vairāk
