SIAM Data Mining

Adversarial Machine Learning

Joseph, Anthony D.
Nelson, Blaine
Rubinstein, Benjamin I. P.
(+ 1 other)
Published: February 2019

High-Dimensional Probability

An Introduction with Applications in Data Science

Vershynin, Roman
Published: November 2018

Forbidden Configurations in Discrete Geometry

Eppstein, David
Published: June 2018

Predictive Statistics

Analysis and Inference beyond Models

Clarke, Bertrand S.
Clarke, Jennifer L.
Published: April 2018

Geoinformatics

Cyberinfrastructure for the Solid Earth Sciences

Keller, G. Randy
Baru, Chaitanya
Published: March 2018

Image Registration for Remote Sensing

Le Moigne, Jacqueline
Netanyahu, Nathan S.
Eastman, Roger D.
Published: March 2018

Remote Sensing of Landscapes with Spectral Images

A Physical Modeling Approach

Adams, John B.
Gillespie, Alan R.
Published: March 2018

Twitter as Data

Steinert-Threlkeld, Zachary C.
Published: January 2018

Numerical Linear Algebra

An Introduction

Wendland, Holger
Published: November 2017

Complex Networks

Principles, Methods and Applications

Latora, Vito
Nicosia, Vincenzo
Russo, Giovanni
Published: September 2017

Introduction to Data Science for Social and Policy Research

Collecting and Organizing Data with R and Python

Magallanes Reyes, Jose Manuel
Published: September 2017

Graphical Models for Categorical Data

Roverato, Alberto
Published: August 2017

Handbook for Applied Modeling: Non-Gaussian and Correlated Data

Riggs, Jamie D.
Lalonde, Trent L.
Published: August 2017

Topics at the Frontier of Statistics and Network Analysis

(Re)Visiting the Foundations

Kolaczyk, Eric D.
Published: August 2017

Probability and Computing

Randomization and Probabilistic Techniques in Algorithms and Data Analysis

Mitzenmacher, Michael
Upfal, Eli
Published: July 2017
2nd Edition

Fundamentals of Nonparametric Bayesian Inference

Ghosal, Subhashis
van der Vaart, Aad
Published: June 2017

Darkweb Cyber Threat Intelligence Mining

Robertson, John
Diab, Ahmad
Marin, Ericsson
(+ 4 others)
Published: May 2017

Bayesian Models for Astrophysical Data

Using R, JAGS, Python, and Stan

Hilbe, Joseph M.
de Souza, Rafael S.
Ishida, Emille E. O.
Published: April 2017

Long-Range Dependence and Self-Similarity

Pipiras, Vladas
Taqqu, Murad S.
Published: April 2017

Probability on Trees and Networks

Lyons, Russell
Peres, Yuval
Published: April 2017