Cost-sensitive feature acquisition and classification
Data up to Jan 2025
Total Citations Per Year
Abstract
References (26)
Maximum Likelihood from Incomplete Data Via the EM Algorithm
1977 • 46,601 citations
A tutorial on hidden Markov models and selected applications in speech recognition
1989 • 22,242 citations
Neural networks for pattern recognition
1994 • 19,343 citations
Proceedings of the 25th international conference on Machine learning
2008 • 6,663 citations
Planning and acting in partially observable stochastic domains
1998 • 3,984 citations
Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids
2005 • 3,777 citations
Proceedings of the International Joint Conference on Artificial Intelligence 2007
2007 • 2,265 citations
On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes
2001 • 1,818 citations
The Complexity of Markov Decision Processes
1987 • 1,326 citations
Point-based value iteration: an anytime algorithm for POMDPs
2003 • 947 citations
A Variational Baysian Framework for Graphical Models
1999 • 714 citations
Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm
1995 • 560 citations
2002 IEEE International Conference On Robotics And Automation
2002 • 549 citations
Value-Function Approximations for Partially Observable Markov Decision Processes
2000 • 518 citations
Proceedings of the 22nd international conference on Machine learning
2005 • 509 citations
Untitled
1997 • 301 citations
An Input Output HMM Architecture
1994 • 272 citations
Capturing agent autonomy in roles and XML
2003 • 174 citations
Bayesian Model Selection for Support Vector Machines, Gaussian Processes and Other Kernel Classifiers
1999 • 106 citations
From Lasso regression to Feature vector machine
2005 • 93 citations
Variational Bayes for continuous hidden Markov models and its application to active learning
2006 • 71 citations
Learning active classifiers
1996 • 29 citations
Assessing Approximations for Gaussian Process Classification
2005 • 29 citations
Autonomous robotic meteorite identification in Antarctica
2002 • 26 citations
Fast inference and learning in large-state-space HMMs
2005 • 21 citations
Decision-theoretic active sensing for autonomous agents
2003 • 18 citations
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