Conceptual clustering
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External links
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References
- Biswas, G.; Weinberg, J. B.; Fisher, Douglas H. (1998). "Iterate: A conceptual clustering algorithm for data mining". IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 28: 100–111.
- Carpineto, C.; Romano, G. (1993). "Galois: An order-theoretic approach to conceptual clustering". Proceedings of 10th International Conference on Machine Learning, Amherst: 33–40.
- Fisher, Douglas H. (1987). "Knowledge acquisition via incremental conceptual clustering". Machine Learning 2: 139–172. doi:.
- Fisher, Douglas H.; Langley, Patrick W. (1986). "Conceptual clustering and its relation to numerical taxonomy". Gale, W. A. (Ed.) Artificial Intelligence and Statistics: 77–116, Reading, MA: Addison-Wesley.
- Fisher, Douglas H.; Pazzani, Michael J. (1991). "Computational models of concept learning". Fisher, D. H.; Pazzani, M. J.; Langley, P. (Eds.) Concept Formation: Knowledge and Experience in Unsupervised Learning: 3–43, San Mateo, CA: Morgan Kaufmann.
- Gennari, John H.; Langley, Patrick W.; Fisher, Douglas H. (1989). "Models of incremental concept formation". Artificial Intelligence 40: 11–61. doi:.
- Hanson, S. J.; Bauer, M. (1989). "Conceptual clustering, categorization, and polymorphy". Machine Learning 3: 343–372. doi:.
- Jonyer, I.; Cook, D. J.; Holder, L. B. (2001). "Graph-based hierarchical conceptual clustering". Journal of Machine Learning Research 2: 19–43. doi:.
- Lebowitz, M. (1987). "Experiments with incremental concept formation". Machine Learning 2: 103–138. doi:.
- Michalski, R. S. (1980). "Knowledge acquisition through conceptual clustering: A theoretical framework and an algorithm for partitioning data into conjunctive concepts". International Journal of Policy Analysis and Information Systems 4: 219–244.
- Michalski, R. S.; Stepp, R. E. (1983). "Learning from observation: Conceptual clustering". Michalski, R. S.; Carbonell, J. G.; Mitchell, T. M. (Eds.) Machine Learning: An Artificial Intelligence Approach: 331–363, Palo Alto, CA: Tioga.
- Stepp, R. E.; Michalski, R. S. (1986). "Conceptual clustering: Inventing goal-oriented classifications of structured objects". Michalski, R. S.; Carbonell, J. G.; Mitchell, T. M. (Eds.) Machine Learning: An Artificial Intelligence Approach: 471–498, Los Altos, CA: Morgan Kaufmann.
- Talavera, L.; Béjar, J. (2001). "Generality-based conceptual clustering with probabilistic concepts". IEEE Transactions on Pattern Analysis and Machine Intelligence 23: 196–206. doi:.
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