Learning causal patterns: Making a transition from data-driven to theorydriven learning (1994)

by Michael Pazzani
Venue:Machine Learning
Citations:5 - 0 self

Active Bibliography

14 Induction over the unexplained: Using overly-general domain theories to aid concept learning – Raymond J. Mooney - 1993
140 The Utility of Knowledge in Inductive Learning – Michael Pazzani, Dennis Kibler - 1992
110 Theory Refinement Combining Analytical and Empirical Methods – Dirk Ourston, Raymond Mooney - 1994
6 Grammatically Biased Learning: Learning Horn Theories Using an Explicit Antecedent Description Language – William W. Cohen - 1991
Learning Flexible Concepts Using A Two-Tiered Representation – R. S. Michalski, F. Bergadano, S. Matwin, J. Zhang - 1993
3 Learning as Knowledge Integration – Kenneth S. Murray - 1995
Machine Learning: An Annotated Bibliography for the 1995 AI & . . . – David W. Aha - 1995
13 Inductive Learning of Characteristic Concept Descriptions from Small Sets of Classified Examples – Werner Emde - 1994
22 Student Modeling and Machine Learning – Raymund Sison , et al. - 1998
Models and Moves The Role of Causal and Epistemic Complexity in Students ’ Understanding of Science – David N. Perkins, Tina A. Grotzer - 2001
1 Can Being Scared Cause Tummy Aches? Naive Theories, Ambiguous Evidence, and Preschoolers ’ Causal Inferences – Laura E. Schulz, Elizabeth Baraff Bonawitz, Thomas L. Griffiths
2 Use of Domain Knowledge in Constructive Induction – James P. Callan - 1990
95 A theory of causal learning in children: Causal maps and Bayes nets – Alison Gopnik, Clark Glymour, David M. Sobel, Laura E. Schulz, Tamar Kushnir, David Danks - 2004
Scientific Discovery in the Layperson – Michael J. Pazzani, Margot Flowers
35 Integrating Inductive Neural Network Learning and Explanation-Based Learning – Sebastian B. Thrun, Tom M. Mitchell - 1993
43 Learning Two-Tiered Descriptions of Flexible Concepts: The Poseidon Systems – F. Bergadano, S. Matwin, R. S. Michalski, J. Zhang - 1992
13 A computational theory of learning causal relationships – Michael Pazzani - 1991
11 Schema Acquisition From a Single Example – Woo-kyoung Ahn, William F. Brewer, Raymond J. Mooney - 1992
1 Using data and theory in multistrategy (mis)concept(ion) discovery – Raymund Sison, Masayuki Numao, Masamichi Shimura - 1997