Symbolic and neural learning algorithms: an experimental comparison (1991)

by Jude W. Shavlik , Raymond J. Mooney , Geoffrey G. Towell
Venue:Machine Learning
Citations:99 - 6 self

Active Bibliography

7 Constructing New Attributes for Decision Tree Learning – Zijian Zheng - 1996
4 Scalability Of Machine Learning Algorithms – Georgios Paliouras - 1993
44 An Extensible Meta-Learning Approach for Scalable and Accurate Inductive Learning – Philip Kin-Wah Chan - 1996
69 Extracting Comprehensible Models from Trained Neural Networks – W. Craven - 1996
146 Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey – Sreerama K. Murthy - 1997
Machine Learning: An Annotated Bibliography for the 1995 AI & . . . – David W. Aha - 1995
9 Generativity and Systematicity in Neural Network Combinatorial Learning – Olivier Brousse - 1993
14 Induction over the unexplained: Using overly-general domain theories to aid concept learning – Raymond J. Mooney - 1993
82 Induction of Oblique Decision Trees – David Heath, Simon Kasif, Steven Salzberg - 1993
12 A comprehensive case study: An examination of machine learning and connectionist algorithms – Frederick Zarndt - 1995
198 The Extraction of Refined Rules from Knowledge-Based Neural Networks – Geoffrey G. Towell, Jude W. Shavlik - 1993
1 Paradigms for Machine Learning – Jeffrey C. Schlimmer, Pat Langley - 1991
52 Combining Explanation-Based and Neural Learning: An Algorithm and Empirical Results – Jude W. Shavlik, Geoffrey G. Towell - 1989
38 Simplifying Decision Trees: A Survey – Leonard A. Breslow, David W. Aha - 1996
By – Georgios Paliouras - 1993
4 On the Development of Inductive Learning Algorithms: Generating Flexible and Adaptable Concept Representations – Ricardo Vilalta - 1998
14 Some Experiments with a Hybrid Model for Learning Sequential Decision Making – Ron Sun, Todd Peterson - 1998
8 A Hybrid Architecture for Situated Learning of Reactive Sequential Decision Making – Ron Sun, Todd Peterson, Edward Merrill - 1999
17 A Subsymbolic+Symbolic Model for Learning Sequential Navigation – Ron Sun, Todd Peterson - 1997