Maytal Saar-Tsechansky
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More than words: Quantifying language to measure firms' fundamentals
PC Tetlock, M Saar‐Tsechansky, S Macskassy
The Journal of Finance 63 (3), 1437-1467, 2008
18682008
Handling missing values when applying classification models
M Saar-Tsechansky, F Provost
Journal of machine learning research 8 (Jul), 1623-1657, 2007
3692007
Active sampling for class probability estimation and ranking
M Saar-Tsechansky, F Provost
Machine learning 54 (2), 153-178, 2004
2372004
Active feature-value acquisition
M Saar-Tsechansky, P Melville, F Provost
Management Science 55 (4), 664-684, 2009
1072009
Active feature-value acquisition for classifier induction
P Melville, M Saar-Tsechansky, F Provost, R Mooney
Fourth IEEE International Conference on Data Mining (ICDM'04), 483-486, 2004
922004
A reinforcement learning approach to autonomous decision-making in smart electricity markets
M Peters, W Ketter, M Saar-Tsechansky, J Collins
Machine learning 92 (1), 5-39, 2013
802013
Active learning for probability estimation using Jensen-Shannon divergence
P Melville, SM Yang, M Saar-Tsechansky, R Mooney
European conference on machine learning, 268-279, 2005
692005
An expected utility approach to active feature-value acquisition
P Melville, M Saar-Tsechansky, F Provost, R Mooney
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
672005
Dj-mc: A reinforcement-learning agent for music playlist recommendation
E Liebman, M Saar-Tsechansky, P Stone
arXiv preprint arXiv:1401.1880, 2014
562014
Decision-centric active learning of binary-outcome models
M Saar-Tsechansky, F Provost
Information systems research 18 (1), 4-22, 2007
512007
Economical active feature-value acquisition through expected utility estimation
P Melville, F Provost, M Saar-Tsechansky, R Mooney
Proceedings of the 1st international workshop on Utility-based data mining …, 2005
442005
Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce
F Provost, P Melville, M Saar-Tsechansky
Proceedings of the ninth international conference on Electronic commerce …, 2007
292007
Adaptive mechanism design: a metalearning approach
D Pardoe, P Stone, M Saar-Tsechansky, K Tomak
Proceedings of the 8th international conference on Electronic commerce: The …, 2006
282006
Guest editorial: special issue on utility-based data mining
GM Weiss, B Zadrozny, M Saar-Tsechansky
Data Mining and Knowledge Discovery 17 (2), 129, 2008
272008
Adaptive auction mechanism design and the incorporation of prior knowledge
D Pardoe, P Stone, M Saar-Tsechansky, T Keskin, K Tomak
INFORMS Journal on Computing 22 (3), 353-370, 2010
192010
Using Retweets when Shape our Online Persona: A Topic Modeling Approach
H Geva, G Oestreicher-Singer, M Saar-Tsechansky
Available at SSRN 2759811, 2016
182016
Editor’s comments: The business of business data science in IS journals
M Saar-Tsechansky
MIS Quarterly 39 (4), iii-vi, 2015
182015
Information systems for a smart electricity grid: Emerging challenges and opportunities
W Ketter, J Collins, M Saar-Tsechansky, O Marom
ACM Transactions on Management Information Systems (TMIS) 9 (3), 1-22, 2018
162018
Collaborative information acquisition for data-driven decisions
D Kong, M Saar-Tsechansky
Machine learning 95 (1), 71-86, 2014
152014
Selective data acquisition for machine learning
J Attenberg, P Melville, F Provost, M Saar-Tsechansky
Cost-sensitive machine learning, 101, 2011
132011
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