Book Series

• Springer book series on Knowledge Systems (Call for Proposals)
• Annual Review of Intelligent Informatics (World Scientific)

ML Resources: Journals & Special Issues

Suggestions welcome

• ACM SIGBIO Newsletter
  • Biomedical Knowledge Discovery and Data Mining (Warren T. Jones; due 30 June 1998)
• ACM Transactions on Internet Technology
  • Special Issue: Machine Learning for the Internet (due 1 May 2002; Flake, Frasconi, Giles, and Maggini)
• Adaptive Behavior
  • Complete Agent Learning in Complex Environments (Maja J Mataric)
• Applied Artificial Intelligence
  • First-Order Knowledge Discovery in Databases (Fuernkranz & Pfahringer; due 30 April 1997)
• Applied Intelligence
  • Interactive Case-Based Reasoning (Aha & Munoz-Avila; appeared in 2001)
  • Soft Computing in Case-Based Reasoning (Dillon, Pal, and Shiu; submissions due 30 Jan 2002)
  • CBR in the Health Sciences (Bichindaritz & Montani; Spring 2007)
• Artificial Intelligence
  • Relevance (Russ Greiner, 1998)
  • Reformulation (Eds. Ellman & Giunchiglia; due 1 October 2001)
• AI Applications: Natural Resources, Agriculture, and Environmental Science
• AIEDAM: AI for Engineering Design, Analysis, and Manufacturing
  • ML in Design (Duffy, Goel, & Brown; due 27 June 1997)
  • Special Issue on AI in Equipment Service (due 10 November 2000)
  • Learning and Creativity in Design (Duffy & Brazier; due 1 September 2003; 11/04, v18(5))
• AI for Engineering, Design, Analysis and Manufacturing
• AI in Medicine
  • Special Issue on Case-Based Reasoning (Robert Macura)
  • Special Issue on Knowledge-Based Neurocomputing in Medicine (Ian Cloete & Karl Rohr; due 31 August 2001)
• Artificial Intelligence Review
  • Lazy Learning (David W. Aha)
  • Issues on the Application of Data Mining (Julio Ortega)
  • Data Mining on the Internet (due 30 January 1998)
  • AI Approaches to User Requirements Elicitation for E-Commerce (Eds: Robin Burke, Padraig Cunningham; due 30 November 2001)
  • AI Approaches to User Requirements Elicitation for E-Commerce (R. Burke & P. Cunningham; due 30 November 2001)
• Automated Software Engineering
  • Special Issue on Inductive Programming (Pierre Flener and Derek Partridge; volume 8, number 2)
• Autonomous Robots
  • Learning in Autonomous Robots (Hexmoor & Mataric; due 1 September 1997)
• Cognitive Science Quarterly
• Cognitive Systems
• Cognitive Systems Research
• Computing and Information Sciences
• Computational Intelligence
  • Maintaining Case-Based Reasoning Systems (Leake, Smyth, Wilson, and Yang; due 31 May 2000)
    • Issue Information
  • Business Agents and the Semantic Web (Ali A. Ghorbani; due 14 November 2003)
  • Learning to Improve Reasoning (Rogers and Upal; due 1 August 2004)
• Connection Science
  • Adaptive Robots (Carme Torras, due 15 March 1999)
• Data Mining and Knowledge Discovery
  • Free (first) sample issue (as of 6/97)
  • Instance Selection (H. Liu & H. Motoda; due 18 September 1999)
  • Integration of Data Mining with Database Technology (S. Chaudhuri)
  • Scalable High-Performance Computing for KDD (Stolorz & Musick)
  • Inductive Logic Programming and Knowledge Discovery in Databases (Dzeroski & Lavrac; due 15 February 1998)
  • Scalable Parallel and Distributed Data Mining (Guo and Grossman)
• Decision Support Systems Journal
  • Knowledge Discovery and Its Applications to Business Decision Making (Alex Tuzhilin; due 31 May 1996)
• Electronic Commerce Research and Applications
• Electronic Transactions on Artificial Intelligence (ETAI)
• Expert Update (A publication of the UK Specialist Group on Expert Systems)
• Evaluation of Intelligent Systems
• Evolutionary Computation
  • Evolution, Learning, and Instinct: 100 Years of the Baldwin Effect (Turney, Whitley, and Anderson)
  • Evolutionary Methods for Program Induction (Peter Angeline & Una-May O'Reilly)
  • Advances in Genetic Algorithms: Research Trends and Perspectives (Booker & Riolo; due 1 March 1999)
• Fundamenta Informaticae
  • Special Issue: Mining Graphs, Trees and Sequences (De Raedt, Washio, & Kok; due 19 March 2004
• Future Generation Computer Systems
  • Ant Colony Optimization (Marco Dorigo, due 31 May 1998)
• Genetic Programming and Evolvable Machines
  • Biological applications of Evolutionary Computation (James A. Foster; due 15 February 2003)
• IEEE Computer
  • Special Issue on Web Intelligence (Zhong et al.; due 1 February 2002; October 2002 publication goal)
• IEEE Expert
  • Feature Transformation and Subset Selection (Huan Liu and Hiroshi Motoda; submissions due 30 April 1997)
• IEEE Intelligent Systems Magazine
  • Special issue on Data Mining (late 1999) (David Waltz, Se June Hong)
• IEEE SMC Transactions
  • Autonomous Learning Robots (Vol.26, No.3, June 1996, Marco Dorigo)
• IEEE Transactions on Knowledge and Data Engineering (Data mining section)
  • Connectionist Models for Learning in Structured Domains (Marco Gori, due 30 July 1999)
• IEEE Transactions on Neural Networks
  • Neural Networks and Hybrid Intelligent Models: Foundations, Theory, and Applications (due 28 Feb 1997; C. Lee Giles, Ron Sun, Jacek M. Zurada)
• Informatica: Data Mining Metrics (Xindong Wu, Matjaz Gams)
• Information Software and Technology
  • Knowledge Discovery and Data Mining (Bell & Roberts; due 15 February 1998)
• Intelligent Data Analysis (Netherlands URL)
• IJCAI
  • Intelligent Adaptive Agents (Ibrahim Imam; submissions due 10 April 1997)
• Journal of Cognitive Systems Research
• International Journal of Computational Intelligence
• International Journal of Computational Intelligence and Applications
• International Journal on Engineering Applications of Artificial Intelligence
  • Case-Based Reasoning for Engineering Applications (Ralph Bergmann; due 26 February 1999)
  • Machine Learning and Data Mining
• International Journal of Human-Computer Studies/Knowledge Acquisition
  • Additional information
    • Academic Press's IJHCS home page
    • Using Explicit Ontologies in KBS Development
  • Machine Discovery (Vincent Corruble, due 1 March 1999)
• Journal of Complex Systems
• Journal of Information Retrieval
  • Special Issue: Web Information Retrieval (due 28 March 2004)
• Journal of Integrated Computer Aided Engineering
  • Current Trends and Applications of Machine Learning in Engineering and Industry (Engels and Verdenius; due 1 October 1998)
• Intelligence (psychology)
• International Journal of Manufacturing Technology Management
  • AI in Manufacturing Management (Kobbacy & Vadera)
• Journal of American Society for Information Science
  • Data Mining
• Journal of Artificial Intelligence Research
• Journal of Computer-Aided Civil and Infrastructure Engineering
  • Micocomputers in Civil Engineering Special Issue on Machine Learning (Yoram Reich)
    • Yoram's abstract and review paper
• Journal of Computational Intelligence in Finance
  • Financial News Analysis using Distributed Data Mining (Obradovic and Rubin, due 15 September 1998)
• Journal of Intelligent Information Systems: Data Mining (Jiawei Han; due 1 November 1996)
• Journal of Integrated Computer Aided Engineering
  • Applied Machine Learning: Current Trends and Applications in Engineering and Industry (Engels and Verdenius)
• Journal of the Learning Sciences
• Journal of Logic Programming
  • Inductive Logic Programming (David Page) (Submission deadline: 16 September 1996)
• Journal of Machine Learning Research
  • Special Issues
    • Variable and Feature Selection (I.Guyon and A.Elisseeff, due 15 May 2002)
• Journal of Management Information Systems
  • Special Section on Data Mining and Knowledge Discovery (1 March and 1 June 1998)
• Journal of Scheduling
  • Special Issue on Expert Systems and Machine Learning in Scheduling (Ed.: Sanja Petrovic; due 31 January 2003)
• Journal of Statistical Software (Electronic)
• Journal of Experimental & Theoretical Artificial Intelligence
  • Memory-Based Language Processing (Walter Daelemans, due 1 September 1998)
• Journal of Web Semantics (3/05)
• Knowledge Engineering Review
• Knowledge and Information Systems
• KI (German)
  • January 1996 special issue on CBR (Bartsch-Spoerl & Wess)
• Knowledge-based Systems (KBS) (Elsevier)
  • Special Issue on AI in Knowledge Management (due 31 December 1999; Tsui, Garner, and Staab)
• SIG Explorations (SIKDD)
  • Special Issue on Online, Interactive, Anytime Data Mining (M. Zaki; due 7 December 2001)
  • Special Issue on Microarray Data Mining (Eds.: Piatetsky-Shapiro & Tamayo; due 10 October 2003)
• Machine Learning
  • Machine Learning Online (Kluwer)
  • Applications of Machine Learning and the Knowledge Discovery Process (Kohavi & Provost)
  • Automata Induction, Grammar Inference, and Language Acquisition (Honavar & Higuera)
  • Context Sensitivity and Concept Drift (Kubat and Widmer; due 9/15/97)
  • Data Mining Lessons Learned (Lavrac, Motoda, Fawcett; due 7 April 2003)
  • Inductive Logic Programming (Srinivasan, Camacho, & King; due 15 March 2005)
  • Inductive Logic Programming and Relational Learning (Stan Matwin; due 10 March 2003)
  • Inductive Transfer (Lorien Pratt & Sebastian Thrun)
  • Integrating Multiple Learned Models for Improving and Scaling Machine Learning Algorithms (deadline: 1 October 1997; Chan, Stolfo & Wolpert)
  • Learning in Speech and Language Technologies (Fung & Roth; due 8 October 2003)
  • Learning with Probabilistic Representations (Pat Langley)
  • Machine Learning in Information Retrieval (Carbonell, Yang, and Cohen)
  • Multi-Relational Data Mining and Statistical Relational Learning (Blockeel, Jensen, and Kramer; due 30 June 2004)
  • Natural Language Learning (Cardie & Mooney; due 1 December 1997)
  • Probabilistic Graphical Models for Classification (Larra=F1aga, Lozano, Pe=F1a, & Inza; due 29 February 2004)
  • Reinforcement Learning (Satinder Singh, due 1 March 1999)
  • Unsupervised Learning (Doug Fisher, due 2/8/99)
• Methods of Information in Medicine
  • Special Issue: Applications of Intelligent Data Analysis in Medicine (Bellazzi & Zupan)
• Minds and Machines
  • Special Issue: Machine Learning as Experimental Philosophy of Science (Eds.: Korb and Bensusan; due 1 December 2003)
• Multimedia Tools and Applications
  • Content-Based Multimedia Indexing and Retrieval (V14, 2, June 2001; C.Djeraba (Ed.))
• Pattern Analysis and Applications (Springer-Verlag)
• Pattern Recognition
  • What is Inductive Learning: On the Foundations of Pattern Recognition, AI, and Cognitive Science ( Lev Goldfarb)
• SIGART Bulletin
• User Modeling and User-adapted Interaction
  • Machine Learning for User Modelling (Geoff Webb)
• Web Intelligence and Agent Systems
  • Web Intelligence and Agent Systems: An International Journal
• Web Semantices: Science, Services and Agents on the World Wide Web (4/04)