Category: Books- Big Data, Data Analytics, Data Mining, Data Management, Artificial Intelligence, Machine Learning, Deep Learning

Dynamic Information Retrieval Modeling

Dynamic Information Retrieval Modeling Synthesis Lectures on Information Concepts, Retrieval, and Services Morgan & Claypool Publishers June 2016, 144 pages, (doi:10.2200/S00718ED1V01Y201605ICR049) Grace Hui Yang Georgetown University Marc Sloan University College London Jun Wang University...

Statistical Reinforcement Learning: Modern Machine Learning Approaches

Statistical Reinforcement Learning: Modern Machine Learning Approaches Masashi Sugiyama March 16, 2015 by Chapman and Hall/CRC Reference – 206 Pages – 114 B/W Illustrations ISBN 9781439856895 – CAT# K12676 Series: Chapman & Hall/CRC Machine Learning...

Machine Learning: An Algorithmic Perspective, Second Edition

Machine Learning: An Algorithmic Perspective, Second Edition Stephen Marsland  October 8, 2014 by Chapman and Hall/CRC Reference – 457 Pages – 205 B/W Illustrations ISBN 9781466583283 – CAT# K18981 Series: Chapman & Hall/CRC Machine Learning...

Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

Statistical Relational Artificial Intelligence: Logic, Probability, and Computation Synthesis Lectures on Artificial Intelligence and Machine Learning March 2016, 189 pages, (doi:10.2200/S00692ED1V01Y201601AIM032) Luc De Raedt, KU Leuven, Belgium Kristian Kersting,Technical University of Dortmund, Germany Sriraam...

Exploratory Causal Analysis with Time Series Data

Exploratory Causal Analysis with Time Series Data Synthesis Lectures on Data Mining and Knowledge Discovery March 2016, 147 pages, (doi:10.2200/S00707ED1V01Y201602DMK012) James M. McCracken George Mason University Abstract Many scientific disciplines rely on observational data...