Methods and systems for case retrieval exploiting the case structure

Synopsis While case retrieval mostly uses attribute comparisons, many other possibilities exist. The case similarity concepts described in the literature that are based on more elaborate structural properties are classified into five groups: restricted geometric relationships; graphs; semantic nets; model-based similarities ; hierarchically structured similarities. A short overview on attribute-based systems and some complementary issues round up the report.

[1]  Michael D. Brown.  A Memory Model for Case Retrieval by Activation Passing , 1994 .

[2]  Koton Phyllis,et al.  Using experience in learning and problem solving , 1988 .

[3]  Barbara Hayes-Roth,et al.  Retrieving Semantically Distant Analogies with Knowledge-Directed Spreading Activation , 1994, AAAI.

[4]  Katia Sycara,et al.  CADET: a case-based synthesis tool for engineering design , 1991 .

[5]  Valerie Cross,et al.  Fuzzy information retrieval , 1994, Journal of Intelligent Information Systems.

[6]  Piero P. Bonissone,et al.  Similarity Measures for Case-Based Reasoning Systems , 1992, IPMU.

[7]  M. Curie,et al.  A case-based reasoning system independant of a representation of cases in terms of features , 1993 .

[8]  Vijay V. Raghavan,et al.  Design and evaluation of algorithms for image retrieval by spatial similarity , 1995, TOIS.

[9]  Euripides G. M. Petrakis,et al.  Similarity Searching in Large Image DataBases , 1994 .

[10]  J. Shewchuk,et al.  Geometric Similarity Metrics for Case-Based Reasoning , 1994 .

[11]  Michael McGill,et al.  Introduction to Modern Information Retrieval , 1983 .

[12]  David W. Aha,et al.  Stratified Case-Based Reasoning: Reusing Hierarchical Problem Solving Episodes , 1995, IJCAI.

[13]  Anthony E. Cawkell.  Picture-queries and picture databases , 1993, J. Inf. Sci..

[14]  James A. Hendler,et al.  The case for structure-based representations , 1995 .

[15]  Dragutin Petkovic,et al.  Query by Image and Video Content: The QBIC System , 1995, Computer.

[16]  Janet L. Kolodner,et al.  Case-Based Reasoning , 1988, IJCAI 1989.

[17]  David Stuart Robertson,et al.  Use of Case-Based Reasoning in the Domain of Building Regulations , 1994, EWCBR.

[18]  Kristian J. Hammond,et al.  CHEF: A Model of Case-Based Planning , 1986, AAAI.

[19]  Farhi Marir,et al.  Case-based reasoning: a categorized bibliography , 1994, The Knowledge Engineering Review.

[20]  N. Sheibani,et al.  Paris , 1894, The Hospital.

[21]  Brian Falkenhainer,et al.  The Structure-Mapping Engine: Algorithm and Examples , 1989, Artif. Intell..

[22]  Haym Hirsh,et al.  Learning prototype-selection rules for case-based iterative design , 1994, Proceedings of the Tenth Conference on Artificial Intelligence for Applications.

[23]  Peter Willett,et al.  Similarity Searching in Databases of Three-Dimensional Molecules and Macromolecules. , 1993 .

[24]  Barbara Hayes-Roth,et al.  Retrieving semantically distant analogies , 1994 .

[25]  Kurt Mehlhorn,et al.  Data Structures and Algorithms 2: Graph Algorithms and NP-Completeness , 1984, EATCS Monographs on Theoretical Computer Science.

[26]  Georg Gati,et al.  Further annotated bibliography on the isomorphism disease , 1979, J. Graph Theory.

[27]  Ralph Bergmann,et al.  Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks , 1993, EWCBR.

[28]  John E. Hopcroft,et al.  Linear time algorithm for isomorphism of planar graphs (Preliminary Report) , 1974, STOC '74.

[29]  David Stuart Robertson,et al.  KICS: a knowledge-intensive case-based reasoning system for statutory building regulations and case histories , 1993, ICAIL '93.

[30]  Michel Jaczynski,et al.  Fuzzy Logic for the Retrieval Step of a Case-Based Reasoner , 1994 .

[31]  Ernesto Costa,et al.  A Similarity Metric for Retrieval of Cases Imperfectly Explained , 1993, EWCBR.

[32]  Vincent Aleven,et al.  A Logical Representation for Relevance Criteria , 1993, EWCBR.

[33]  Karen Zita Haigh,et al.  Route Planning by Analogy , 1995, ICCBR.

[34]  David W. Aha,et al.  Weighting Features , 1995, ICCBR.

[35]  Horst Bunke,et al.  Subgraph Isomorphism in Polynomial Time , 1995 .

[36]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[38]  Friedrich Gebhardt,et al.  Evaluation of retrieval methods in case-based design , 1994 .

[39]  Jörg Walter Schaaf,et al.  "Fish and Sink" - An Anytime-Algorithm to Retrieve Adequate Cases , 1995, ICCBR.

[40]  Donato Malerba,et al.  A syntactic distance for partially matching learned concepts against noisy structural object descriptions , 1991 .

[41]  Francesco Ricci,et al.  Learning a Local Similarity Metric for Case-Based Reasoning , 1995, ICCBR.

[42]  Jude Shavlik,et al.  Finding Genes by Case-Based Reasoning in the Presence of Noisy Case Boundaries * , 1991 .

[43]  Farhi Marir,et al.  Case-based reasoning: A review , 1994, The Knowledge Engineering Review.

[44]  James A. Hendler,et al.  Evaluating a Case-Based Planning System * , 1994 .

[45]  Sara Shatford Layne,et al.  Some Issues in the Indexing of Images , 1994, J. Am. Soc. Inf. Sci..

[46]  Igor Jurisica,et al.  Context-Based Similarity Applied to Retrieval of Relevant Cases , 1994 .

[47]  Yiyu Yao,et al.  On modeling information retrieval with probabilistic inference , 1995, TOIS.