BooksAvailable

Online books

Dale Carnegie Golden Book for Communication

Foundations and Trends in IR

List of books available (In the IRKM library @ E2 477)

• Text Mining: Classification, Clustering and Applications

Edited by: Ashok Srivastav and Mehran Sahami

• Convex Optimization
  Stephen Boyd and Lieven Vandenberghe
• Causality: Models, Reasoning, and Inference
  Judea Pearl
• Information Theory, Inference & Learning Algorithms
  David J. C. MacKay
• Knowledge Engineering and Management: The CommonKADS Methodology
  Guus Schreiber
• Learning Bayesian Networks
  Richard E. Neapolitan
• Matrix Computations
  Gene H. Golub
• Modeling the Internet and the Web: Probabilistic Methods and Algorithms
  Pierre Baldi et al.
• Statistical Inference
  George Casella et al.
• The Craft of Research
  Wayne C. Booth et al.
• Computational Linguistics Journals
  Vol: 32 (Issues 1 & 3) Vol: 31 (Issues 1, 2 & 3)
• ICML 2007 Conference Proceedings
• Proceedings of the 30th annual international ACM SIGIR conference

List of books available (Ask Yi for her copy or borrow from the Science & Engineering library)

• Pattern Recognition and Machine Learning
  Christopher Bishop
• Neural Information Processing Systems Conference Proceeding 2006
  Bernhard Schölkopf et al.
• Machine Learning for Multimedia Content Analysis
  Yihong Gong et al
• Applied Bayesian Modeling
  Peter Congdon
• Learning in Graphical Models
  Michael I. Jordan
• Foundations of Statistical Natural Language Processing
  Christopher D. Manning et al.
• Introduction to Data Mining
  Pang-Ning Tan et al.
• Principles of Data Mining
  David J. Hand et al.
• Mining the Web
  Soumen Chakrabarti
• All of Statistics, A Concise Course in Statistical Inference
  Larry Wasserman
• Statistical Decision Theory and Bayesian Analysis
  James O. Berger
• Modern Information Retrieval
  Ricardo Baeza-Yates et al.
• Text Mining
  Weiss et al.
• Machine Learning
  Tom M. Mitchell
• A course in Approximation Theory
  E. Ward Cheney
• Introduction to Algorithms
  Thomas H. Cormen
• Forecasting and Time Series - An Applied Approach
  Bruce L. Bowerman
• Differential Geometry of Curves and Surfaces
  Manfredo Do Carmo
• An introduction to Stochastic Processes
  Edward P. C. Kao
• Real and Complex Analysis
  Walter Rudin
• Beyond Bullet Points
  Cliff Atkinson
• In the Line of Fire, How to Handle Tough Quesitons... When it Counts
  Jerry Weissman
• Numerical Analysis: Mathematics of Scientific Computing
  David R. Kincaid
• All the Mathematics You Missed
  Thomas A. Garrity
• MicroEconomic Theory
  Andreu Mas-Colell et al.
• Probabilistic Networks and Expert Systems
  Robert G. Cowell