Bayesian networks : Dynamic Bayesian Networks Representation, Inference And Learning - Kevin Patrick Murphy Learning Bayesian Networks - Neapolitan R. E.
computer vision : Computer Modeling and Simulation Techniques for Computer Vision Problems - Ming-Chin Lu Computer Vision - Linda Shapiro Computer Vision 2d ed - Dand h Ballard Computer Vision A Modern Approach - Forsyth , Ponce Computer Vision and Applications A Guide for Students and Practitioners - Bernd Jahne Feature Extraction in Computer Vision and Image Processing - Mark S. Nixon Fundamentals of Computer Vision - Mubarak Shah Handbook of Computer Vision Algorithms in Image Algebra, 2nd Ed - Gerhard X. Ritter Handbook of Computer Vision and Applications Volume 1 Sensors and Imaging - Bernd Jahne Handbook of Computer Vision and Applications Volume 2 Signal Processing and Pattern Recognition - - Bernd Jahne Handbook of Computer Vision and Applications Volume 3 Systems and Applications - Bernd Jahne Handbook Of Mathematical Models In Computer Vision - Nikos Paragios Multiple View Geometry in Computer Vision 2ed - Hartley R., Zisserman A Vision with Direction A Systematic Introduction to Image Processing and Computer Vision - Josef Bigun
Evolutionary computation : Data Mining Using Grammar Based Genetic Programming and Applications - Wong, Cheung Evolutionary Computation for Modeling and Optimization - Daniel Ashlock Evolutionary computation, vol.1 basic algorithms and operators - Baeck T., Fogel D.B., Michalewicz Z Evolutionary computation, vol.2 advanced algorithms and operators - Baeck T., Fogel D.B., Michalewicz Z FRONTIERS OF EVOLUTIONARY COMPUTATION - Anil Menon Genetic Programming An Introduction On the Automatic Evolution of Computer Programs and its Applications - Morgan Kaufmann Genetic programming Complex adaptive systems - Koza J.R. Genetic Programming Theory and Practice II - John Koza The Handbook of Evolutionary Computation - Kenneth De Jong
Fuzzy systems : FLEXIBLE NEURO-FUZZY SYSTEMS Structures, Learning and Performance Evaluation - Leszek Rutkowski Fusion Of Neural Networks, Fuzzy Systems And Genetic Algorithms - Lakhmi C. Jain , N.M. Martin Fuzzy Control Systems Design and Analysis A Linear Matrix Inequality Approach - Kazuo Tanaka, Hua O. Wang Fuzzy Logic in Embedded Microcomputers and Control Systems - Walter Banks Fuzzy Sets And Fuzzy Information Granulation Theory - lotfi Zadeh FUZZY SETS AND FUZZY LOGIC Theory and Applications - GEORGE J. KLIR , BO YUAN Fuzzy Sets And Systems Theory And Applications - Didier Dubois , Henri Prade FUZZY SETS AND THEIR APPLICATIONS TO COGNITIVE AND DECISION PROCESSES - Lotfi A. Zadeh , King-Sun Fu Neuro-Fuzzy and Soft Computing A Computational Approach to Learning and Machine Intelligence - Jyh-Shing Roger Jang Simulating Continuous Fuzzy Systems - James J. Buckley
General : Advances in Applied Artificial Intelligence - John Fulcher Advances in Artificial Intelligence – SBIA 2004 - Ana L.C. Bazzan , Sofiane Labidi Agent-Oriented Programming - From Prolog to Guarded Definite Clauses - Matthew M. Huntbach Artificial Intelligence A Modern Approach - Stuart J. Russell , Peter Norvig Artificial Intelligence and Soft Computing Behavioral and Cognitive Modeling of the Human Brain - Konar Amit ARTIFICIAL INTELLIGENCE and SOFTWARE ENGINEERING Understanding the Promise of the Future - Derek Partridge Artificial Intelligence Applications and Innovations - Bramer Max Artificial Intelligence Strategies, Applications, and Models Through Search 2d ed - Christopher Thornton Artificial Intelligence Through Prolog - Neil C Rowe Artificial Intelligence Today Recent Trends and Development - Manuela Veloso Artificial Intelligence, Structures And Strategies For Complex Problem Solving 3rd ed - George F Luger Computational Intelligence An Introduction - Andries P. Engelbrecht Computational Intelligence For Decision Support - Chen Computational Intelligence In Control - Masoud Mohammadian Computational Intelligence in Manufacturing Handbook - Jun Wang COMPUTATIONAL LINGUISTICSModels, Resources, Applications - Igor A. Bolshakov , Alexander Gelbukh Computational Web Intelligence Intelligent Technology for Web Applications - Y.-Q. Zhang Data Mining with Computational Intelligence - Lipo Wang , Xiuju Fu Essentials of Programming Languages 2d ed - Daniel P. FriedmanMitchell WandChristopher T. Haynes Intelligent Information Integration for the Semantic Web - Ubbo Visser Methods And Applications Of Artificial Intelligence - Themistoklis Panayiotopoulos Multiagent systems a modern approach to distributed artificial intelligence - Gerhard Weiss Practical Artificial Intelligence Programming in Java - Mark Watson PROLOG PROGRAMMING FOR ARTIFICIAL INTELLIGENCE - lvan Bratko The Elements of Artificial Intelligence Using Lisp - Steven L. Tanimoto The International Dictionary Of Artificial Intelligence - William Raynor
Intelligent Systems : Hybrid architectures for intelligent systems - Lotfi A. Zadeh Intelligent Communication Systems - Nobuyoshi Terashima Intelligent Systems for Engineers and Scientists 2d ed - Adrian A. Hopgood Intelligent Systems Fusion, Tracking, and Control - GeeWah Ng
Knowledge representation : Knowledge representation reasoning and declarative problem solving with Answer sets - Chitta Baral
Knowledge-based systems : Artificial Intelligence and Expert Systems for Engineers - Krishnamoorthy , S. Rajeev Building Expert Systems in Prolog - Dennis Merritt Fuzzy Expert Systems and Fuzzy Reasoning - William Siler The handbook of applied expert systems - Jay Liebowitz
Machine learning : An Introduction to Support Vector Machines and Other Kernel-based Learning Methods - Nello Cristianini , John Shawe Data Mining Practical Machine Learning Tools and Techniques 2d ed - Morgan Kaufmann Introduction to Machine Learning - Nils J Nilsson Machine Learning - Tom Mitchell Machine Learning And Its Applications - Georgios Paliouras Machine Learning in Computer Vision - N. SEBE Machine Learning, Game Play, and Go - David Stoutamire Machine Learning, Neural And Statistical Classification - Michie , Spiegelhalter , Taylor PROBLEM SOLVING WITH REINFORCEMENT LEARNING - Gavin Adrian Rummery Reinforcement Learning An Introduction - Richard S. Sutton , Andrew G. Barto Statistical Machine Learning For Information Retrieval - Adam Berger
Pattern recognition : An Introduction to Pattern Recognition - Michael Alder Evolutionary Synthesis of Pattern Recognition Systems - Bir Bhanu Introduction to Statistical Pattern Recognition 2nd Ed - Keinosuke Fukunaga Particle Swarm Optimization Methods for Pattern Recognition and Image Processing - Mahamed G. H. Omran Pattern recognition and image preprocessing 2nd ed -Sing T. Bow Pattern Recognition in Speech and Language Processing - WU CHOU Pattern Recognition with Neural Networks in C++ - Abhijit S. Pandya, Robert B. Macy Statistical Pattern Recognition 2nd Ed - Andrew R. Webb
natural language processing : Formal Syntax and Semantics of Programming Languages - Kenneth Slonneger Foundations of Statistical Natural Language Processing - Christopher D. Manning Natural Language Processing for Online Applications Text Retrieval,Extraction and Categorization - Peter Jackson , Isabelle Moulinier Ontological Semantics - Sergei Nirenburg , Victor Raskin Speech and Language Processing An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition - D
Neural networks : An Introduction to Neural Networks - Patrick van der Smagt Analysis And Applications Of Artificial Neural Networks - LPG Veelenturf Artificial Neural Networks - Colin Fyfe Artificial Neural Networks in Real-life Applications - Juan R. Rabunal C++ Neural Networks and Fuzzy Logic - Valluru B. Rao Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering - Nikola Kazabov Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms Industrial Applications - Lakhmi C. Jain , N.M. Martin Kalman Filtering and Neural Networks - Simon Haykin Machine Learning, Neural And Statistical Classification - Cc Taylor Methods and Procedures for the Verification and Validation of Artificial Neural Networks - Brian J. Taylor Neural Networks - A Comprehensive Foundation - Simon Haykin Neural Networks Algorithms, Applications,and Programming Techniques - James A. Freeman Programming Neural Networks in Java - JeffHeaton RECENT ADVANCES IN ARTIFICIAL NEURAL NETWORKS Design and Applications - Lakhmi Jain Recurrent Neural Networks Design And Applications - L.R. Medsker Static and Dynamic Neural Networks From Fundamentals to Advanced Theory - Madan M. Gupta, Liang Jin, Noriyasu Homma The Handbook Of Brain Theory And Neural Networks 2Nd Ed - Michael A Arbib
Soft Computing : Foundations Of Soft Case-based Reasoning - SANKAR K. PAL Intelligent Control Systems Using Soft Computing Methodologies - Ali Zilouchian Learning And Soft Computing - Support Vector Machines, Neural Networks, And Fuzzy Logic Models - Vojislav Kecman
Swarm Intelligence : Swarm intelligence - James Kennedy
Lisp :
A Practical Theory of Programming - Eric C.R. Hehner An Introduction To Programming In Emacs Lisp, 2Nd Ed - Robert J. Chassell Basic Lisp Techniques - David J. Cooper Common Lisp - A Gentle Introduction To Symbolic Computation - David S. Touretzky Common Lisp - An Interactive Approach - STUART C. SHAPIRO Common Lisp the Language, 2nd Edition - Guy L. Steele How to Design Programs An Introduction to Computing and Programming - Matthias Felleisen lisp book - Gary D. Knott On LISP Advanced Techniques for Common LISP - Paul Graham Practical Common Lisp - Peter Seibel Successful Lisp How to Understand and Use Common Lisp - David B. Lamkins Writing GNU Emacs Extensions - Bob Glickstein
Scheme : An Introduction to Scheme and its Implementation Concrete Abstractions An Introduction to Computer Science Using Scheme - Max Hailperin, Barbara Kaiser, and Karl Knight Programming In Scheme - Eisenberg , Abelson Simply Scheme Introducing Computer Science 2d ed - Brian Harvey , Matthew Wright Teach Yourself Scheme in Fixnum Days - Dorai Sitaram The Scheme Programming Language 3rd ed - Kent Dybvig
Prolog : Adventure in Prolog - Amzi Learn Prolog Now! - Patrick Blackburn, Johan Bos , Kristina Striegnitz Logic, Programming and Prolog 2d ed - Ulf Nilsson , Jan Maluszynski Prolog and Natural Language Analysis - Fernando C. N. Pereira , Stuart M. Shieber Prolog Programming A First Course - Paul Brna The Art of Prolog 2nd Ed - Leon Sterling , Ehud Shapiro