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Learning Analytics
Urban congestion is a growing and seemingly intractable problem. This award-winning paper interweaves traffic data collection with data mining and operations research techniques to quantify the value of dynamic and time-sensitive information in city logistics.
The techniques and methods presented for knowledge elicitation, model construction and verification, modeling techniques and... Læs mere
Statistical Decision Problems presents a quick and concise introduction into the theory of risk, deviation and error measures that play a key role in statistical decision problems.
This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications.
Advances in Computational Algorithms and Data Analysis offers state of the art tremendous advances in computational algorithms and data analysis.... Læs mere
Data Mining and Applications in Genomics contains the data mining algorithms and their applications in genomics, with frontier case studies based on the recent and current works at the University of Hong Kong and the Oxford University Computing Laboratory, University of Oxford.
This book proposes a number of techniques to perform data mining tasks in a privacy-preserving way. The survey information included with each chapter is unique in terms of its focus on introducing the different topics more comprehensively.
This volume explains the benefits of using advanced analytics in technology industries like computer, telecommunication, aerospace, electronics,... Læs mere
The text discusses the fundamentals, frameworks, and practical applications of cognitive and smart computing in diverse areas such... Læs mere
This handbook offers a examination of the changing landscape of cybersecurity, exploring the challenges and solutions that... Læs mere
Managing and Mining Graph Data is a comprehensive survey book in graph management and mining. It contains extensive surveys on a variety of important graph topics such as... Læs mere