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Publications of Shaul Markovitch Coauthored with: Saher Esmeir

1. Saher Esmeir and Shaul Markovitch. Anytime Learning of Anycost Classifiers. Machine Learning, 82:445-473 2011.[abstract][pdf]
2. Saher Esmeir and Shaul Markovitch. Anytime Induction of Low-cost, Low-error Classifiers: a Sampling-based Approach. Journal of Artificial Intelligence Research, 33:1-31 2008.[abstract][pdf]
3. Saher Esmeir and Shaul Markovitch. Anytime Induction of Cost-sensitive Trees. In Proceedings of The 21st Conference on Neural Information Processing Systems (NIPS-2007), Vancouver, Canada, 2007.[abstract][pdf]
4. Saher Esmeir and Shaul Markovitch. Anytime Learning of Decision Trees. Journal of Machine Learning Research, 8:891-933 2007.[abstract][pdf]
5. Saher Esmeir and Shaul Markovitch. Occam's Razor Just Got Sharper. In Proceedings of The Twentieth International Joint Conference for Artificial Intelligence, 768-773 Hyderabad, India, 2007.[abstract][pdf]
6. Saher Esmeir and Shaul Markovitch. When a Decision Tree Learner Has Plenty of Time. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, 1597-1600 Boston, MA, 2006.[abstract][pdf]
7. Saher Esmeir and Shaul Markovitch. Anytime Induction of Decision Trees: an Iterative Improvement Approach. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, 348-355 Boston, MA, 2006.[abstract][pdf]
8. Saher Esmeir and Shaul Markovitch. Interruptible Anytime Algorithms for Iterative Improvement of Decision Trees. In Proceedings of the 1st international workshop on Utility-based data mining, 78-85 Chicago, Illinois, 2005.[abstract][pdf]
9. Saher Esmeir and Shaul Markovitch. Lookahead-based Algorithms for Anytime Induction of Decision Trees. In Proceedings of The Twenty-First International Conference on Machine Learning, 257-264 Banff, Alberta, Canada, 2004.Morgan Kaufmann[abstract][pdf]

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