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Publications about 'inductive logic programming'
Books
  1. Shan-Hwei Nienhuys-Cheng and Ronald de Wolf. Foundations of Inductive Logic Programming. Springer-Verlag, New York, 1997.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


  2. Ehud Y. Shapiro. Algorithmic Program Debugging. MIT Press, 1983.
    Keywords: logic programming, inductive logic programming, honours reading. [bibtex-entry]


Journal Articles and Chapters
  1. Luc de Raedt and Kristian Kersting. Probabilistic Inductive Logic Programming. In Luc De Raedt, Paolo Frasconi, Kristian Kersting, and Stephen Muggleton, editors,Probabilistic Inductive Logic Programming - Theory and Applications, Lecture Notes in Computer Science, pages 1--27. Springer, 2008.
    Keywords: inductive logic programming, logic programming, honours reading. [bibtex-entry]


  2. Jiefei Ma, Alessandra Russo, Krysia Broda, and Keith Clark. DARE: A System for Distributed Abductive Reasoning. Autonomous Agents and Multi-Agent Systems, 16(3):271--297, 2008.
    Keywords: abductive logic programming, inductive logic programming, machine learning, honours reading. [bibtex-entry]


  3. Barbara Morawska. General E-unification with Eager Variable Elimination and a Nice Cycle Rule. Journal of Automated Reasoning, 39(1):77--106, 2007.
    Note: TY - JOUR.
    Keywords: model theory, inductive logic programming, unification, honours reading. [abstract] [download paper ] [bibtex-entry]


  4. Liviu Panait and Sean Luke. Cooperative Multi-Agent Learning: The State of the Art. Autonomous Agents and Multi-Agent Systems, 11(3):387--434, 2005.
    Keywords: machine learning, inductive logic programming, honours reading, agents. [bibtex-entry]


  5. Liviu Panait and Sean Luke. Cooperative Multi-Agent Learning: The State of the Art. Autonomous Agents & Multi-Agent Systems, 11(3):387--434, 2005.
    Keywords: inductive logic programming, machine learning, honours reading. [bibtex-entry]


  6. Alejandro Guerra-Hernandez, Amal El Fallah-Seghrouchni, and Henry Soldano. Learning in BDI Multi-Agent Systems. Lecture Notes in Computer Science, 3259:218--233, 2004.
    Keywords: BDI, inductive logic programming, abductive logic programming, honours reading. [bibtex-entry]


  7. A. Srinivasan. Extracting context-sensitive models in inductive logic programming. Machine Learning, 44(3):301--324, 2001.
    Note: Times Cited: 0 Article English Cited References Count: 37 446qq.
    Keywords: inductive logic programming, unification, honours reading. [abstract] [download paper ] [bibtex-entry]


  8. Peter A. Flach. On the Logic of Hypothesis Generation. In Peter A. Flach and Antonis C. Kakas, editors,Abduction and Induction: Essays on Their Relation and Integration, pages 89--106. Kluwer Academic Publishers, 2000.
    Keywords: inductive logic programming, abductive logic programming, honours reading. [bibtex-entry]


  9. Peter A. Flach and Antonis C. Kakas. Abductive and Inductive Reasoning: Background and Issues. In Peter A. Flach and Antonis C. Kakas, editors,Abduction and Induction: Essays on Their Relation and Integration, pages 1--27. Kluwer Academic Publishers, 2000.
    Keywords: inductive logic programming, abductive logic programming, honours reading. [bibtex-entry]


  10. Nicolas Lachiche. Abduction and Induction From a Non-Monotonic Reasoning Perspective. In Peter A. Flach and Antonis C. Kakas, editors,Abduction and Induction: Essays on Their Relation and Integration, pages 107--116. Kluwer Academic Publishers, 2000.
    Keywords: abductive logic programming, inductive logic programming, machine learning, honours reading. [bibtex-entry]


  11. Evelina Lamma, Paola Mello, Michela Milano, and Fabrizio Riguzzi. Integrating Induction and Abduction in Logic Programming. Information Sciences, 116(1):25--54, 1999.
    Keywords: logic programming, inductive logic programming, abductive logic programming, honours reading. [bibtex-entry]


  12. Stephen Muggleton. Inductive Logic Programming: Issues, Results and the Challenge of Learning Language in Logic. Artificial Intelligence, 114(1-2):283--296, 1999.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


  13. Chiaki Sakama. Some Properties of Inverse Resolution in Normal Logic Programs. Lecture Notes in Computer Science, 1634(1999):279--290, 1999.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


  14. Sandip Sen and Gerhard Weiss. Learning in Multiagent Systems. In Gerhard Weiss, editor,Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence, pages 259--298. MIT Press, Cambridge, MA, USA, 1999.
    Keywords: machine learning, inductive logic programming, honours reading, agents. [bibtex-entry]


  15. Gerhard Weiss and Pierre Dillenbourg. What is 'multi' in Multiagent Learning?. In Pierre Dillenbourg, editor,Collaborative learning. Cognitive and computational approaches, pages 64--80. Pergamon Press, 1999.
    Keywords: machine learning, inductive logic programming, honours reading, agents. [bibtex-entry]


  16. David Carmel and Shaul Markovitch. Model-based Learning of Interaction Strategies in Multiagent Systems. Journal of Experimental and Theoretical Artificial Intelligence, 10(3):309--332, 1998.
    Keywords: model theory, machine learning, inductive logic programming, honours reading. [bibtex-entry]


  17. R. J. Mooney. Inductive logic programming for natural language processing. Inductive Logic Programming, 1314:3--22, 1997.
    Note: Times Cited: 1 Lecture Notes in Artificial Intelligence Article English Cited References Count: 63 Bn72g.
    Keywords: inductive logic programming, computational linguistics, honours reading. [abstract] [download paper ] [bibtex-entry]


  18. A. R. Pearce and T. Caelli. Relational Evidence Theory and Schematic Interpretation. In T. Caelli and W. F. Bischof, editors,Machine Learning and Image Interpretation, pages 67--118. New York, USA, 1997.
    Keywords: graph theory, inductive logic programming, agentlab. [download paper ] [bibtex-entry]


  19. Stephen Muggleton. Inverse Entailment and Progol. New Generation Computing, Special issue on Inductive Logic Programming, 13:245--286, 1995.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


  20. Walter F. Bischof and Terry Caelli. Learning Structural Descriptions of Patterns: A New Technique for Conditional Clustering and Rule Generation. Pattern Recognition, 27(5):689--97, 1994.
    Keywords: machine learning, inductive logic programming, honours reading. [bibtex-entry]


  21. Yves Deville and Kung-Kiu Lau. Logic Program Synthesis. Journal of Logic Programming, 19/20:321--350, 1994.
    Keywords: logic programming, inductive logic programming, honours reading. [bibtex-entry]


  22. Jörg-Uwe Kietz and Saso Dzeroski. Inductive Logic Programming and Learnability. SIGART Bulletin, 5(1):22--32, 1994.
    Keywords: inductive learning, inductive logic programming, honours reading. [bibtex-entry]


  23. Raymond J. Mooney and John M. Zelle. Integrating ILP and EBL. SIGART Bulletin, 5(1):12--21, 1994.
    Keywords: inductive logic programming, machine learning, honours reading. [bibtex-entry]


  24. Stephen Muggleton and Luc De Raedt. Inductive Logic Programming: Theory and Methods. Journal of Logic Programming, 19/20:629--679, 1994.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


  25. Saso Dzeroski and Nada Lavrac. Inductive Learning in Deductive Databases. IEEE Transactions on Knowledge and Data Engineering, 5(6):939--949, 1993.
    Keywords: inductive logic programming, honours reading, databases. [bibtex-entry]


  26. Stephen Muggleton. Inductive Logic Programming. In Stephen Muggleton, editor,Inductive Logic Programming, volume 38 of The APIC Series, pages 1--27. Academic Press, 1992.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


  27. Stephen Muggleton and C. Feng. Efficient Induction in Logic Programs. In Stephen Muggleton, editor,Inductive Logic Programming, pages 281--298. Academic Press, 1992.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


  28. J. R. Quinlan. Learning logical definitions from relations. Machine Learning, 5:239--266, 1990.
    Keywords: inductive logic programming, machine learning, honours reading. [bibtex-entry]


  29. Gordon D. Plotkin. A further note on inductive generalization. Machine Intelligence, 6:101--124, 1979.
    Keywords: inductive logic programming, generalisation, honours reading. [bibtex-entry]


  30. Gordon D. Plotkin. A further note on inductive generalization. Machine Intelligence, 6:101--124, 1971.
    Keywords: inductive logic programming, generalisation, honours reading. [bibtex-entry]


  31. Gordon D. Plotkin. A note on inductive generalization. Machine Intelligence, 5:153--163, 1970.
    Keywords: inductive logic programming, generalisation, honours reading. [bibtex-entry]


Conference Proceedings
  1. Jian Huang and Adrian R. Pearce. Collaborative inductive logic programming for path planning. In Manuela M. Veloso, editor, Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), volume 1, Hyderabad, India, pages 1327--1332, 2007. IJCAI.
    Keywords: agentlab, agent programming languages, inductive logic programming, honours reading, collaborative logic programming, NOSA. [download paper ] [bibtex-entry]


  2. Jian Huang and Adrian R. Pearce. Toward inductive logic programming for collaborative problem solving. In Silvia Ceballos, editor, IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT-06), Hong Kong, pages 284--290, 2006. IEEE Computer Society Press.
    Keywords: agentlab, agent programming languages, inductive logic programming, honours reading, collaborative logic programming, NOSA. [download paper ] [bibtex-entry]


  3. Jian Huang and Adrian R. Pearce. Distributed Interactive Learning in Multi-Agent Systems. In National Conference on Artificial Intelligence (AAAI-06), Boston, pages 666--671, 2006. AAAI.
    Keywords: agent programming languages, agentlab, inductive logic programming, honours reading, collaborative logic programming, NOSA. [download paper ] [bibtex-entry]


  4. U. Endriss, P. Mancarella, F. Sadri, G. Terreni, and F. Toni. The CIFF Proof Procedure for Abductive Logic Programming with Constraints. In José Júlio Alferes and João Leite, editors, Logics in Artificial Intelligence: 9th European Conference, JELIA 2004,, Lisbon, Portugal, pages 266--278, 2004. Springer Verlag.
    Keywords: modal logic, logic programming, honours reading, agent programming languages, inductive logic programming. [abstract] [bibtex-entry]


  5. D. Kazakov and D. Kudenko. Machine learning and inductive logic programming for multi-agent systems. In Multi-Agent Systems and Applications, 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School, EASSS 2001, , Lecture Notes in Artificial Intelligence, Volume 2086, Prague, Czech Republic, pages 246--270, 2001. Springer Verlag.
    Keywords: inductive logic programming, machine learning, agents, honours reading. [bibtex-entry]


  6. A. R. Pearce and T. Caelli. The CLARET Algorithm. In Research and Development in Knowledge Discovery and Data Mining, Lecture Notes in Artificial Intelligence, volume 1394, pages 407--408, 1998. Springer-Verlag.
    Keywords: graph theory, machine learning, inductive logic programming, agentlab. [bibtex-entry]


  7. Adrian Pearce, Terry Caelli, and Walter Bischof. CLARET: A new Relational Learning Algorithm for Interpretation in Spatial Domains. In Proceedings of the Fourth International Conference on Control, Automation, Robotics and Vision (ICARV'96), Singapore, pages 650--654, 1996.
    Keywords: graph theory, machine learning, inductive logic programming, agentlab. [bibtex-entry]


  8. J. R. Josephson. Inductive Generalizations are Abductions. In Position paper for the Workshop on Abductive and Inductive Reasoning, 1994.
    Keywords: abductive logic programming, inductive logic programming, philosophy, honours reading. [bibtex-entry]


  9. J. R. Quinlan and R. M. Cameron-Jones. FOIL: A midterm report. In P. B Brazdil, editor, Machine Learning (ECML-93) European Conference on Machine Learning Proceedings; Vienna, Austria, Berlin, Germany, pages 3--20, 1993. Springer-Verlag.
    Keywords: machine learning, inductive logic programming, honours reading. [bibtex-entry]


  10. Claude Sammut. The origins of inductive logic programming: A prehistoric tale. In Inductive Logic Programming (ILP) '93 Workshop, pages 127--147, 1993.
    Keywords: inductive logic programming, honours reading. [bibtex-entry]


Tehnical Reports
  1. John Bell. A Pragmatic Theory of Induction. Technical report July 28, Department of Computer Science, Queen Mary, University of London, July 2003.
    Note: Earlier versions were presented at the ECAI 2000 workshop Scientific Reasoning in Philosophy and AI , the Context 2001 workshop Contexts in Logics, and ECAI 2002.
    Keywords: inductive logic programming, causality, honours reading. [abstract] [bibtex-entry]


  2. John W. Lloyd. Knowledge Representation, Computation, and Learning in Higher-order Logic. Technical report draft 10/2/02, Computer Sciences Laboratory, Research School of Information Sciences and Engineering, Australian National University, 10/2/02 2002.
    Keywords: inductive logic programming, higher order logic. [bibtex-entry]


Miscellaneous
  1. Alejandro Guerra-Hernandez, Amal El Fallah-Seghrouchni, and Henry Soldano. Distributed Learning in Intentional BDI Multi-Agent Systems, 2004.
    Keywords: BDI, inductive logic programming, honours reading, machine learning. [bibtex-entry]



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Bibliography last modified: Fri Aug 6 11:18:02 2010 translated from BibTEX by bibtex2html