Instance-based learning algorithms (1991)

by David W. Aha , Dennis Kibler , Marc K. Albert
Venue:Machine Learning
Citations:1053 - 18 self

Active Bibliography

26 Prototype Selection for Composite Nearest Neighbor Classifiers – David B. Skalak - 1997
Machine Learning: An Annotated Bibliography for the 1995 AI & . . . – David W. Aha - 1995
29 The omnipresence of case-based reasoning in science and application – David W. Aha - 1998
k. Results indicate that this procedure is very effective in estimating good feature weights (Table 4.8). Particularly the results obtained in the – Banded Sinusoidal Tasks - 1994
AN INTEGRATED INSTANCE-BASED LEARNING ALGORITHM – D. Randall, Wilson, Tony R. Martinez
24 An Integrated Instance-Based Learning Algorithm – D. Randall Wilson, Tony R. Martinez - 2000
86 Unifying instance–based and rule–based induction – Pedro Domingos, J. Mooney - 1996
Adaptive Agents for Information Retrieval and Data-Driven Knowledge Discovery – Jihoon Yang - 1999
44 An Extensible Meta-Learning Approach for Scalable and Accurate Inductive Learning – Philip Kin-Wah Chan - 1996
1 Paradigms for Machine Learning – Jeffrey C. Schlimmer, Pat Langley - 1991
11 The RISE 2.0 System: A Case Study in Multistrategy Learning – Pedro Domingos - 1995
A Lazy Model-Based Approach to On-Line Classification – Gabor Melli - 1998
Modelling Functions From Sample Data With Classification Applications – Sirpa Helena Saarinen - 1994
199 Improved heterogeneous distance functions – D. Randall Wilson, Tony R. Martinez - 1997
6 Memory-Based Language Processing. Introduction to the Special Issue – Walter Daelemans - 1999
2 TreeTalk: Memory-based word phonemisation – Walter Daelemans, Antal van den Bosch - 2001
7 Constructing New Attributes for Decision Tree Learning – Zijian Zheng - 1996
35 Nearest neighbor classification from multiple feature subsets – Stephen D. Bay - 1999
80 Meta-Learning in Distributed Data Mining Systems: Issues and Approaches – Andreas L. Prodromidis, Philip K. Chan, Salvatore J. Stolfo - 2000