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Learning Qualitative Models for Application to Scientific Discovery (2001)  (Make Corrections)  
Simon M. Garrett, George M. Coghill, Ross D. King



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Abstract: The ability to learn a model of a system from observations and background knowledge is central to intelligence. The automation of this process is a key research goal of Arti cial Intelligence. We present a modellearning system developed for application to scienti c discovery problems, where the models are scienti c hypotheses, and the observations are experiments. (Update)

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BibTeX entry:   (Update)

@misc{ garrett-learning,
  author = "Simon M. Garrett and George M. Coghill and Ross D. King",
  title = "Learning Qualitative Models for Application to Scientific Discovery",
  url = "citeseer.ist.psu.edu/garrett01learning.html" }
Citations (may not include all citations):
388   Inductive Logic Programming - Muggleton - 1992
277   Qualitative process theory (context) - Forbus - 1984
212   Abductive logic programming - Kakas, Kowalski et al. - 1992
201   Understanding line drawings of scenes with shadows - Waltz - 1975
149   New Generation Computing (context) - Muggleton, progol - 1995
77   Protein secondary structure prediction using logic-based mac.. (context) - Muggleton, King et al. - 1992
68   Version spaces: An approach to concept learning (context) - Mitchell - 1979
55   Automatic Methods of Inductive Inference (context) - Plotkin - 1971
53   Structure-activity relationships derived by machine learning.. (context) - King, Muggleton et al. - 1996
45   Finding frequent substructures in chemical compounds - Dehaspe, Toivonen et al. - 1998
40   Relating chemical activity to structure | an examination of .. - King, Sternberg et al. - 1995
35   Qualitative Reasoning (context) - Kuipers - 1994
34   Commonsense reasoning about causality: Deriving behavior fro.. (context) - Kuipers - 1984
33   System Identi cation: Theory for the User (context) - Ljung - 1999
33   Feature construction with inductive logic programming: A stu.. - Srinivasan, King - 1997
33   Feature construction with inductive logic programming: A stu.. - Srinivasan, King - 1999
31   Theories for mutagenicity: a study in rst-order and feature-.. (context) - Srinivasan, Muggleton et al. - 1996
22   Learning qualitative models of dynamic systems - Bratko, Muggleton - 1992
19   Dynamic across-time measurement interpretation - DeCoste - 1991
17   Automatic abduction of qualitative models - Kraan, Richards et al. - 1991
17   Discovering dynamics: from inductive logic programming to ma.. - Dzeroski, Todorovski - 1995
17   Discovering dynamics: from inductive logic programming to ma.. - Dzeroski - 1992
17   Application of machine learning to structural molecular biol.. (context) - Sternberg, King et al. - 1994
16   Ecient induction of logic programs (context) - Muggleton, Feng - 1990
16   Generalisation as search (context) - Mitchell - 1982
15   The Measurement of Power Spectra (context) - Blackman, Tukey - 1958
13   Abduction and Induction: Essays on their relation and integr.. - Flach, Kakas - 2000
10   Generating qualitative models from example behaviours (context) - Coiera - 1989
9   Qualitative simulation as causal explanation (context) - Kuipers - 1987
8   Metamodelling: Bond Graphs and Dynamic Systems (context) - Gawthrop, Smith - 1996
8   Qualitative physics using dimensional analysis (context) - Bhaskhar, Nigam - 1990
8   Continuous System Modelling (context) - Cellier - 1991
7   Learning qualitative models of dynamic systems - Hau, Coiera - 1993
5   Arti cial Intelligence (context) - Kuipers - 1986
4   The discovery of indicator variables for qsar using inductiv.. (context) - King, Srinivasan - 1997
4   Learning qualitative models for systems with multiple operat.. - Ramachandran, Mooney et al. - 1994
4   ukouclresearchareamachlearn Alephaleph toc (context) - web, comlab et al. - 2000
3   the use of machine learning to identify topological rules in.. (context) - King, Clark et al. - 1994
3   Learning qualitative models from example behaviours (context) - Coiera - 1989
2   Constructive and non-constructive asynchronous qualitative s.. (context) - Coghill, Chantler - 1999
2   Mycroft: A Framework for Constraint-Based Fuzzy Qualitative .. (context) - Coghill - 1996
2   Revising the logical foundations of inductive logic programm.. (context) - Yamamoto - 1999
2   Semi-quantitative system identi cation (context) - Kay, Rinner et al. - 2000
1   Principles of Automatic Control (context) - Healey - 1975
1   Mycroft: a framework for qualitative reasoning (context) - Coghill, Chantler - 1994
1   the relationship between model abstraction and causality: va.. - Iwasaki - 1990
1   See also de Kleer and Brown's rebuttal and Iwasaki and Simon.. (context) - Iwasaki, Simon et al. - 1986
1   Webber and Schmidt (context) - Keisler, An et al. - 1986
1   Drug design by machine learning | the use if inductive logic.. (context) - King, Muggleton et al. - 1992
1   A qualtiative physics based on con uences (context) - De Kleer, Brown - 1984
1   Qualitative system indenti cation: deriving structure from b.. (context) - Say, Kuru - 1996
1   Representation of process trends { part 1: a formal represen.. (context) - Cheung, Stephanopoulos - 1990
1   A Practical Guide to Computer Methods for Engineers (context) - Shoup - 1979
1   Representation of process trends { part 2: the problem of sc.. (context) - Cheung, Stephanopoulos - 1990
1   On learning qualitative models of qualitative and real-value.. (context) - Garrett, Coghill et al. - 2001
1   Modeling and a fragment assembing process (context) - Ahriz, Tomasena - 1999
1   Representation of process trends { part 3: multiscale extrac.. (context) - Bakshi, Stephanopoulos - 1994
1   Discovering the structure of partial di erential equations f.. (context) - Todorovski, Srinivasan et al. - 2000

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