Morgan & Claypool:
- Active Learning
- Algorithms for Reinforcement Learning
- Analyzing Analytics
- Automatic Detection of Verbal Deception
- Bayesian Analysis in Natural Language Processing
- Essentials of Game Theory: A Concise Multidisciplinary Introduction
- General Game Playing
- Graph Mining: Laws, Tools, and Case Studies
- Graph-Based Semi-Supervised Learning
- Human Computation
- Introduction to Intelligent Systems in Traffic and Transportation
- Introduction to Semi-Supervised Learning
- Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition
- Learning with Support Vector Machines
- Linguistic Structure Prediction
- Metric Learning
- Mining Latent Entity Structures
- Modeling and Data Mining in Blogosphere
- Natural Language Processing for Social Media
- Probabilistic Approaches to Recommendations
- Robot Learning from Human Teachers
- Semi-Supervised Learning and Domain Adaptation in Natural Language Processing
- Sentiment Analysis and Opinion Mining
- Statistical Language Models for Information Retrieval
- Statistical Relational Artificial Intelligence
- Syntax-based Statistical Machine Translation
- Trading Agents
Use “MLCON16” to save 20% off through December 31st, 2016: http://store.morganclaypool.
Cambridge University Press:
- Agarwal & Chen, Statistical Methods For Recommender Systems
- Bennett & Hugen, Financial Analytics with R
- Efron & Hastie, Computer Age Statistical Inference
- Flach, Machine Learning
- Fouss et al, Algorithms and Models for Network Data and Link Analysis
- Guenin e al, A Gentle Introduction to Optimization
- Leskovec et al, Mining of Massive Data Sets
- Warwick & Shah, Turing’s Imitation Game
Additional Machine Learning & Aritificial Intelligence Books on Display
- How to Create a Mind: The Secret of Human Thought Revealed, Kurzweil, Ray
- The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World, Domingos, Pedro
- Overcomplicated: Technology at the Limits of Comprehension, Arbesman, Samuel
- Artificial Intelligence Simplified: Understanding Basic Concepts, George, Dr Binto
- Rise of the Robots: Technology and the Threat of a Jobless Future, Ford, Martin
- Superintelligence: Paths, Dangers, Strategies, Bostrom, Nick
- Our Final Invention: Artificial Intelligence and the End of the Human Era, Barrat, James
- The Age of Spiritual Machines: When Computers Exceed Human Intelligence, Kurzweil, Ray
- Artificial Intelligence: The Basics, Warwick, Kevin
- The Singularity Is Near: When Humans Transcend Biology, Kurzweil, Ray
- The Inevitable: Understanding the 12 Technological Forces That Will Shape Our Future, Kelly, Kevin
- Our Robots, Ourselves: Robotics and the Myths of Autonomy, Mindell, David A.
