Active Feature-Value Acquisition
Data up to Jan 2025
Total Citations Per Year
Abstract
References (41)
Statistical Learning Theory
1999 • 27,709 citations
C4.5: Programs for Machine Learning
1992 • 24,077 citations
UCI Repository of machine learning databases
1998 • 10,520 citations
Design Science in Information Systems Research
2004 • 8,318 citations
Design science in information systems research
2004 • 7,919 citations
Data mining
2002 • 5,170 citations
Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning
1993 • 2,809 citations
Irrelevant Features and the Subset Selection Problem
1994 • 2,394 citations
Some aspects of the sequential design of experiments
1952 • 2,215 citations
Theory of optimal experiments
1972 • 2,133 citations
Theory of Optimal Experiments.
1972 • 1,916 citations
Statistical Learning Theory
1999 • 1,645 citations
Untitled
1994 • 1,315 citations
Untitled
1997 • 1,123 citations
Untitled
1997 • 1,007 citations
Toward Optimal Active Learning through Sampling Estimation of Error Reduction
2001 • 844 citations
Improving generalization with active learning
1994 • 691 citations
Knowledge and Cognition
1975 • 483 citations
Types of Cost in Inductive Concept Learning
2002 • 335 citations
Bargaining and group decision making
1960 • 327 citations
Handling Missing Values when Applying Classification Models
2007 • 297 citations
Information Acquisition and the Adoption of New Technology
1985 • 252 citations
Untitled
2000 • 241 citations
Problem solving and rule induction: A unified view.
1974 • 240 citations
Bargaining and Group Decision Making, Experiments in Bilateral Monopoly
1960 • 239 citations
Active Sampling for Class Probability Estimation and Ranking
2004 • 193 citations
Learning cost-sensitive active classifiers☆☆This extends the short conference paper [19].
2002 • 164 citations
Crafting Papers on Machine Learning
2000 • 155 citations
A model of decision-making with sequential information-acquisition (Part 1)
1986 • 102 citations
Active Feature-Value Acquisition for Classifier Induction
2005 • 80 citations
Budgeted learning of nailve-bayes classifiers
2002 • 78 citations
A model of decision-making with sequential information-acquisition (part 2)
1987 • 72 citations
Selectively Acquiring Customer Information: A New Data Acquisition Problem and an Active Learning-Based Solution
2006 • 64 citations
An Expected Utility Approach to Active Feature-Value Acquisition
2006 • 63 citations
On active learning for data acquisition
2003 • 59 citations
Two case studies in cost-sensitive concept acquisition
1990 • 52 citations
Sequential decision models for expert system optimization
1997 • 43 citations
Selectively acquiring ratings for product recommendation
2007 • 30 citations
Optimizing Expert Systems: Heuristics for Efficiently Generating Low-Cost Information Acquisition Strategies
1999 • 13 citations
Active sampling for detecting irrelevant features
2006 • 11 citations
Active Data Acquisition with Incomplete Data
2005 • 1 citations
Cited By (0)
No citing papers found in database