Recent Submissions

  • Large-Scale Graph Processing Using Apache Giraph

    Sakr, Sherif; Orakzai, Faisal Moeen; Abdelaziz, Ibrahim; Khayyat, Zuhair (Springer International Publishing AG, 2017-01-07)
    This book takes its reader on a journey through Apache Giraph, a popular distributed graph processing platform designed to bring the power of big data processing to graph data. Designed as a step-by-step self-study guide for everyone interested in large-scale graph processing, it describes the fundamental abstractions of the system, its programming models and various techniques for using the system to process graph data at scale, including the implementation of several popular and advanced graph analytics algorithms.
  • Regularity Theory for Mean-Field Game Systems

    Gomes, Diogo A.; Pimentel, Edgard A.; Voskanyan, Vardan K. (Springer Nature, 2016-09-14)
    Beginning with a concise introduction to the theory of mean-field games (MFGs), this book presents the key elements of the regularity theory for MFGs. It then introduces a series of techniques for well-posedness in the context of mean-field problems, including stationary and time-dependent MFGs, subquadratic and superquadratic MFG formulations, and distinct classes of mean-field couplings. It also explores stationary and time-dependent MFGs through a series of a-priori estimates for solutions of the Hamilton-Jacobi and Fokker-Planck equation. It shows sophisticated a-priori systems derived using a range of analytical techniques, and builds on previous results to explain classical solutions. The final chapter discusses the potential applications, models and natural extensions of MFGs. As MFGs connect common problems in pure mathematics, engineering, economics and data management, this book is a valuable resource for researchers and graduate students in these fields.
  • Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data

    Chikalov, Igor; Lozin, Vadim V.; Lozina, Irina I.; Moshkov, Mikhail; Nguyen, Hungson; Skowron, Andrzej; Zielosko, Beata (2013)
  • Distributed Strategic Learning for Wireless Engineers

    Tembine, Hamidou (CRC Press, 2012-05-18)
  • Average Time Complexity of Decision Trees

    Chikalov, Igor (Springer Berlin Heidelberg, 2011)