| 期刊論文| 1. | Perkowitz, Mike、Etzioni, Oren(2000)。Adaptive Web sites。Communications of the ACM，43(8)，152-158。   | | 2. | Lopez De Mantaras, R.(1991)。A Distance-Based Attribute Selection Measure for Decision Tree Induction。Machine Learning，6，81-92。 | | 3. | Karypis, G.、Han, E.-H.、Kumar, V.(1999)。CHAMELEON: Hierarchical Clustering Using Dynamic Modeling。Computer，32，68-75。 | | 4. | Gordon, Diana F.、Desjardins, Marie(1995)。Evaluation and Selection of Biases in Machine Learning。Machine Learning，20(1/2)，5-22。 | | 5. | Gennari, J.、Langley, P.、Fisher, D.(1989)。Models of incremental concept formation。Artificial Intelligence，40，11-61。 | | 6. | Perkowitz, Mike、Etzioni, Oren(2000)。Towards adaptive web sites: Conceptual framework and case study。Artificial Intelligence，118(1/2)，245-275。 | | 7. | Fisher, D.(1987)。Knowledge acquisition via incremental conceptual clustering。Machine Learning，2，139-172。 | | 8. | Chen, Ming-Syan、Han, Jiawei、Yu, Philip S.(1996)。Data Mining: An Overview from a Database Perspective。IEEE Transactions on Knowledge and Data Engineering，8(6)，866-883。 | | 9. | Quinlan, J. R.(1986)。Induction of Decision Trees。Machine Learning，1(1)，81-106。 | 會議論文| 1. | Umanol, M.、Okamoto, H.、Hatono, I.、Tamura, H.、Kawachi, F.、Umedzu, S.、Kinoshita, J.(1994)。Fuzzy decision trees by fuzzy ID3 algorithm and its application to diagnosis systems。The Third IEEE Conference on Fuzzy Systems: IEEE World Congress on Computational Intelligence，2113-2118。 | | 2. | Sheikholeslami, G.、Chatterjee, S.、Zhang, A.(1998)。WaveCluster: A multi-resolution clustering approach for very large spatial databases。The 24rd International Conference on Very Large Data Bases (VLDB'98)。New York。428-439。 | | 3. | Rastogi, R.、Shim, K.(1998)。Public: A decision tree classifier that integrates building and pruning。The 24th International Conference on Very Large Databases，404-415。 | | 4. | Kalles, D.、Papagelis, A.(2000)。GATree: Genetically Evolved Decision Trees。12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000)，203-206。 | | 5. | Ng, R.、Han, J.(1994)。Efficient and Effective Clustering Method for Spatial Data Mining。1994 International Conference Very Large Data Bases。Santiago。144-155。 | | 6. | Mehta, M.、Agrawal, R.、Rissanen, J.(1996)。SLIQ: A Fast Scalable Classifier for Data Mining。The Fifth Int'l Conference on Extending Database Technology，18-32。 | | 7. | Hinneburg、Keim, D. A.(1998)。An efficient approach to Clustering in Large multimedia Databases with Noise。KDD98，58-65。 | | 8. | Han, J.(2000)。From Data Mining To Web Mining: An Overview。Conference tutorial, 2000 Int. Database Systems Conf, (IDS'2000)。Hong Kong。 | | 9. | Guha, S.、Rastogi, R.、Shim, K.(1999)。ROCK: A Robust Clustering Algorithm For Categorical Attribute。The 15th International Conference on Data Engineering, ICDE-99’，345-366。 | | 10. | Guha, S.、Rastogi, R.、Shim, K.(1998)。Cure: An efficient clustering algorithm for large databases。SIGMOD'98，73-84。 | | 11. | Gehrke, J.、Ramakrishnan, R.、Ganti, V.(1998)。Rainforest: A framework for fast decision tree construction of large datasets。The 24th International Conference on Very Large Databases，416-427。 | | 12. | Ester, Martin、Kriegel, Hans-Peter(1996)。A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise。KDD'96，96-226。 | | 13. | Ester, M.、Kriegel, H.-P.、Xu, X.(1995)。Knowledge discovery in large spatial databases: Focusing techniques for efficient class identification。SSD'95，67-82。 | | 14. | Dengel, A.、Dubiel, F.(1995)。Clustering and Classification of Document Structure: A machine Learning Approach。The Third International Conference on Document Analysis and Recognition, 1995，587-591。 | | 15. | Chen, M.-S.(1998)。On the Evaluation of Using Multiple Attributes for Mining Classification Rules。IEEE Internal Conf. On Tools and Artificial Intelligence，130-137。 | | 16. | Bradly, P. S.、Fayyad, U.、Riena, C.(1998)。Scaling clustering algorithms to large databases。The Fourth International Conference on Knowledge Discovery and Data Mining。 | | 17. | Ankerst, M.、Breunig, M.、Kriegel, H.-P.、Sander, J.(1999)。Optics: Ordering points to identify the clustering structure。SIGMOD'99，49-60。 | | 18. | Ankerst, M.、Elsen, C.、Ester, M.、Kriegel, H.-P.(1999)。Visual Classification: An Interactive Approach to Decision Tree Construction。5th Int. Conf. on Knowledge Discovery and Data Mining (KDD'99)。San Diego。392-396。 | | 19. | Agrawal, R.、Gehrke, J.、Gunopulos, D.、Raghavan, R.(1998)。Automatic subspace clustering of high dimensional data for data mining applications。SlGMOD'98，94-105。 | | 20. | Zhang, Tian、Ramakrishnan, Raghu、Livny, Miron(1996)。BIRCH: An Efficient Data Clustering Method for Very Large Databases。SIGMOD Conf.，103-114。 | | 21. | Shafer, J. C.、Agrawal, R.、Mehta, M.(1996)。SPRINT: A Scalable Parallel Classifier for Data Mining。The 22th Int'l Conference on Very Large Databases，544-555。 | | 22. | MacQueen, J. B.(1967)。Some Methods for Classification and Analysis of Multivariate Observations。The Fifth Berkeley Symposium on Mathematical Statistics and Probability，281-297。 | | 23. | Agrawal, R.、Ghosh, S.、Imielinski, T.、Iyer, B.、Swami, A.(1992)。An Interval Classifier for Database Mining Applications。The 18th International Conference on Very Large Databases，560-573。 | | 24. | Wang, W.、Yang, J.、Muntz, R.(1997)。STING: A Statistical Information Grid Approach to Spatial Data Mining。The 23rd International Conference on Very Large Data Bases，186-195。 | 圖書| 1. | Kaufman, L.、Rousseeuw, P. J.(1990)。Finding Groups in Data: an Introduction to Cluster Analysis。John Wiley & Sons。 | | 2. | Han, J.、Kamber, M.(2000)。Data Mining: Concepts and Techniques。Morgan Kaufmann。 | | 3. | Breiman, L.、Friedman, J.、Olshen, R.、Stone, C.(1984)。Classification and Regression Trees。Wadsworth International Group。 | | 4. | Steinberg, D.、Colla, P. L.(1995)。CART: Tree-Structured Nonparametric Data Analysis。San Diego, CA：Salford Systems。 | | 5. | Quinlan, J. Rose(1993)。C4.5: Programs for Machine Learning。Morgan Kaufmann Publishers。 | | 6. | Piatetsky-Shapiro, G.、Frawley, W. J.(1991)。Knowledge Discovery in Databases。Cambridge, MA：AAAI。 | 圖書論文| 1. | Quinlan, J. R.(1979)。Discovering rules from large collections of examples: a case study。Expert Systems in the Microelectronic Age。Edinburgh Scotland：Edinburgh University Press。 | | 2. | Huang, Zhexue(1998)。Extensions to the K-Means Algorithm For Clustering large Data sets with Categorical values。Data mining and knowledge discovery。 | |