Computational statistics, machine learning and information science

Physical Perspectives on Computation, Computational Perspectives on Physics

Cuffaro, Michael E.
Fletcher, Samuel C.
Published: Not yet published - available from July 2018

A First Course in Statistical Programming with R

Braun, W. John
Murdoch, Duncan J.
Published: July 2016Published: July 2016
2nd Edition

Algorithms and Models for Network Data and Link Analysis

Fouss, François
Saerens, Marco
Shimbo, Masashi
Published: July 2016Published: December 2016

Data Management Essentials Using SAS and JMP

Kezik, Julie
Hill, Melissa
Published: June 2016Published: June 2016

Statistical Methods for Recommender Systems

Agarwal, Deepak K.
Chen, Bee-Chung
Published: February 2016

Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis

Starck, Jean-Luc
Murtagh, Fionn
Fadili, Jalal
Published: October 2015
2nd Edition

Probabilistic Forecasting and Bayesian Data Assimilation

Reich, Sebastian
Cotter, Colin
Published: August 2015Published: June 2015Published: June 2015

Analytic Pattern Matching

From DNA to Twitter

Jacquet, Philippe
Szpankowski, Wojciech
Published: June 2015Published: July 2015

Mining of Massive Datasets

Leskovec, Jure
Rajaraman, Anand
Ullman, Jeffrey David
Published: December 2014Published: November 2014
2nd Edition

An Introduction to Sparse Stochastic Processes

Unser, Michael
Tafti, Pouya D.
Published: October 2014Published: August 2014

Performance Analysis of Complex Networks and Systems

Van Mieghem, Piet
Published: June 2014Published: May 2014

Bayesian Reasoning and Machine Learning

Barber, David
Published: March 2012Published: June 2012

Bayesian Time Series Models

Barber, David
Cemgil, A. Taylan
Chiappa, Silvia
Published: September 2011Published: March 2012

Numerical Methods of Statistics

Monahan, John
Published: August 2011
2nd Edition

Numerical Methods of Statistics

Monahan, John F.
Published: April 2011Published: April 2011Published: May 2011
2nd Edition

Modern Signal Processing

Rockmore, Daniel N.
Healy, Jr, Dennis M.
Published: November 2010Published: April 2004

Numerical Methods of Statistics

Monahan, John F.
Published: May 2012

Data Analysis and Graphics Using R

An Example-Based Approach

Maindonald, John
Braun, W. John
Published: June 2010Published: May 2010
3rd Edition

Sparse Image and Signal Processing

Wavelets, Curvelets, Morphological Diversity

Starck, Jean-Luc
Murtagh, Fionn
Fadili, Jalal M.
Published: May 2010

An Introduction to Statistical Signal Processing

Gray, Robert M.
Davisson, Lee D.
Published: February 2010Published: January 2005Published: February 2007