Sciweavers

113
Voted
ICML
1997
IEEE
16 years 3 months ago
An adaptation of Relief for attribute estimation in regression
Heuristic measures for estimating the quality of attributes mostly assume the independence of attributes so in domains with strong dependencies between attributes their performanc...
Marko Robnik-Sikonja, Igor Kononenko
93
Voted
ICML
1997
IEEE
16 years 3 months ago
Learning String Edit Distance
Eric Sven Ristad, Peter N. Yianilos
108
Voted
ICML
1997
IEEE
16 years 3 months ago
Automatic Rule Acquisition for Spelling Correction
This paper describes a new approach to automatically learning linguistic knowledge for spelling correction. A major feature of this approach is the fact that the acquired knowledg...
Lidia Mangu, Eric Brill
78
Voted
ICML
1997
IEEE
16 years 3 months ago
Hierarchically Classifying Documents Using Very Few Words
Daphne Koller, Mehran Sahami
121
Voted
ICML
1997
IEEE
16 years 3 months ago
A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization
The Rocchio relevance feedback algorithm is one of the most popular and widely applied learning methods from information retrieval. Here, a probabilistic analysis of this algorith...
Thorsten Joachims
ICML
1997
IEEE
16 years 3 months ago
Learning Belief Networks in the Presence of Missing Values and Hidden Variables
In recent years there has been a flurry of works on learning probabilistic belief networks. Current state of the art methods have been shown to be successful for two learning scen...
Nir Friedman
97
Voted
ICML
1997
IEEE
16 years 3 months ago
Expected Mistake Bound Model for On-Line Reinforcement Learning
Claude-Nicolas Fiechter
109
Voted
ICML
1997
IEEE
16 years 3 months ago
Robot Learning From Demonstration
The goal of robot learning from demonstration is to have a robot learn from watching a demonstration of the task to be performed. In our approach to learning from demonstration th...
Christopher G. Atkeson, Stefan Schaal
122
Voted
ICML
1998
IEEE
16 years 3 months ago
Teaching an Agent to Test Students
Gheorghe Tecuci, Harry Keeling