23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Introduction to Probability

textbook

Anderson, David F.
Seppäläinen, Timo
Valkó, Benedek
Published: December 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

textbook

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

Fundamentals of Nonparametric Bayesian Inference

Award Winner

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

Human and Machine Hearing

Extracting Meaning from Sound

Award Winner

Lyon, Richard F.
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

Award Winner

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

(1 reviews)

Get Funded: An Insider's Guide to Building An Academic Research Program

Trew, Robert J.
Published: April 2017

Probability on Trees and Networks

Lyons, Russell
Peres, Yuval
Published: April 2017

(1 reviews)

Random Graphs and Complex Networks

Hofstad, Remco van der
Published: December 2016

The Structure and Dynamics of Cities

Urban Data Analysis and Theoretical Modeling

Barthelemy, Marc
Published: November 2016

Basic Concepts in Data Structures

Klein, Shmuel Tomi
Published: October 2016

Financial Analytics with R

Building a Laptop Laboratory for Data Science

Bennett, Mark J.
Hugen, Dirk L.
Published: October 2016

(4 reviews)

Turing's Imitation Game

Conversations with the Unknown

Warwick, Kevin
Shah, Huma
Published: September 2016

Compact Data Structures

A Practical Approach

Navarro, Gonzalo
Published: September 2016

Twenty Lectures on Algorithmic Game Theory

Roughgarden, Tim
Published: September 2016

Computer Age Statistical Inference

Algorithms, Evidence, and Data Science

Award Winner

Efron, Bradley
Hastie, Trevor
Published: July 2016