Rule Induction
暂无分享,去创建一个
[1] Peter A. Flach,et al. Strongly Typed Inductive Concept Learning , 1998, ILP.
[2] Thomas G. Dietterich. What is machine learning? , 2020, Archives of Disease in Childhood.
[3] Jerzy W. Grzymala-Busse,et al. LERS-A System for Learning from Examples Based on Rough Sets , 1992, Intelligent Decision Support.
[4] orgTom Fawcett fawcett. Robust Classiication for Imprecise Environments , 1989 .
[6] Ehud Shapiro,et al. Algorithmic Program Debugging , 1983 .
[7] José Hernández-Orallo,et al. A Strong Complete Schmema for Inductive Functional Logic Programming , 1999, ILP.
[8] John W. Lloyd,et al. Classification of Individuals with Complex Structure , 2000, ICML.
[9] Peter Idestam-Almquist,et al. Generalization of Clauses under Implication , 1995, J. Artif. Intell. Res..
[10] Nicholas I. Fisher,et al. Bump hunting in high-dimensional data , 1999, Stat. Comput..
[11] Janusz Zalewski,et al. Rough sets: Theoretical aspects of reasoning about data , 1996 .
[12] Ryszard S. Michalski,et al. A Theory and Methodology of Inductive Learning , 1983, Artificial Intelligence.
[13] Jaime G. Carbonell,et al. Machine learning research , 1981, SGAR.
[14] Casimir A. Kulikowski,et al. Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems , 1990 .
[15] Heikki Mannila,et al. Fast Discovery of Association Rules , 1996, Advances in Knowledge Discovery and Data Mining.
[16] Benjamin W. Wah,et al. Principled Constructive Induction , 1989, IJCAI.
[17] Ehud Shapiro,et al. Inductive Inference of Theories from Facts , 1991, Computational Logic - Essays in Honor of Alan Robinson.
[18] Jerzy W. Grzymala-Busse,et al. Knowledge acquisition under uncertainty — a rough set approach , 1988, J. Intell. Robotic Syst..
[19] Stephen Muggleton,et al. To the international computing community: A new East-West challenge , 1994 .
[20] E. M. Hartwell. Boston , 1906 .
[21] Peter Clark,et al. Rule Induction with CN2: Some Recent Improvements , 1991, EWSL.
[22] Sašo Džeroski,et al. Using the m -estimate in rule induction , 1993 .
[23] David J. Spiegelhalter,et al. Machine Learning, Neural and Statistical Classification , 2009 .
[24] Céline Rouveirol. Flattening and Saturation: Two Representation Changes for Generalization , 2004, Machine Learning.
[25] Jerzy W. Grzymala-Busse,et al. A New Version of the Rule Induction System LERS , 1997, Fundam. Informaticae.
[26] Saso Dzeroski,et al. Inductive Logic Programming: Techniques and Applications , 1993 .
[27] Peter A. Flach. Simply logical - intelligent reasoning by example , 1994, Wiley professional computing.
[28] John H. Holland,et al. Induction: Processes of Inference, Learning, and Discovery , 1987, IEEE Expert.
[29] Ryszard S. Michalski,et al. The AQ15 Inductive Learning System: An Overview and Experiments , 1986 .
[30] Stefan Wrobel,et al. Inductive Logic Programming for Knowledge Discovery in Databases , 2001 .
[31] Usama M. Fayyad,et al. On the Handling of Continuous-Valued Attributes in Decision Tree Generation , 1992, Machine Learning.
[32] Saso Dzeroski,et al. The utility of background knowledge in learning medical diagnostic rules , 1993, Appl. Artif. Intell..
[33] Hendrik Blockeel,et al. Top-Down Induction of First Order Logical Decision Trees , 1998, AI Commun..
[34] D.E. Goldberg,et al. Classifier Systems and Genetic Algorithms , 1989, Artif. Intell..
[35] Luc Dehaspe,et al. Discovery of relational association rules , 2001 .
[36] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.
[37] N. Japkowicz. Learning from Imbalanced Data Sets: A Comparison of Various Strategies * , 2000 .
[38] Bojan Cestnik,et al. Estimating Probabilities: A Crucial Task in Machine Learning , 1990, ECAI.
[39] Ronald L. Rivest,et al. Learning decision lists , 2004, Machine Learning.
[40] M. Kirsten,et al. Distance based approaches to relational learning and clustering , 2001 .
[41] Peter A. Flach,et al. An extended transformation approach to inductive logic programming , 2001, ACM Trans. Comput. Log..
[42] Peter A. Flach. Predicate Invention in Inductive Data Engineering , 1993, ECML.
[43] Nada Lavrac,et al. The Multi-Purpose Incremental Learning System AQ15 and Its Testing Application to Three Medical Domains , 1986, AAAI.
[44] Peter A. Flach,et al. Rule induction for subgroup discovery with CN2-SD , 2002 .
[45] Peter Idestam-Almquist,et al. Generalization of clauses , 1993 .
[46] William W. Cohen. Fast Eeective Rule Induction , 1995 .
[47] Peter Clark,et al. The CN2 Induction Algorithm , 1989, Machine Learning.