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Tong Wang
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Jahr
A Bayesian Framework for Learning Rule Sets for Interpretable Classification
T Wang, C Rudin, F Doshi, Y Liu, E Klampfl, P MacNeille
Journal of Machine Learning Research 18 (70), 1-37, 2017
397*2017
Learning to detect patterns of crime
T Wang, C Rudin, D Wagner, R Sevieri
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013
1822013
A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations
C Chen, K Lin, C Rudin, Y Shaposhnik, S Wang, T Wang
Decision Support Systems, 2021
172*2021
Gaining Free or Low-Cost Transparency with Interpretable Partial Substitute
T Wang
International Conference on Machine Learning, 6505-6514, 2019
83*2019
Same-day delivery with fair customer service
X Chen, T Wang, BW Thomas, MW Ulmer
European journal of operational research 308 (2), 738-751, 2023
56*2023
Hybrid Predictive Model: When an Interpretable Model Collaborates with a Black-box Model
T Wang, Q Lin
Journal of Machine Learning Research 22, 2021
562021
On the design of network coding for multiple two-way relaying channels
Z Ding, T Wang, M Peng, W Wang, KK Leung
IEEE Transactions on Wireless Communications 10 (6), 1820-1832, 2011
532011
Outcomes associated with peripherally inserted central catheters in hospitalised children: a retrospective 7-year single-centre experience
A Badheka, J Bloxham, A Schmitz, B Freyenberger, T Wang, S Rampa, ...
BMJ open 9 (8), e026031, 2019
472019
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects
T Wang, C Rudin
INFORMS Journal on Computing, 2022
41*2022
Finding patterns with a rotten core: Data mining for crime series with cores
T Wang, C Rudin, D Wagner, R Sevieri
Big Data 3 (1), 3-21, 2015
402015
Detecting patterns of crime with series finder
T Wang, C Rudin, D Wagner, R Sevieri
Twenty-Seventh AAAI Conference on Artificial Intelligence Late Breaking, 2013
402013
Paralanguage classifier (PARA): An algorithm for automatic coding of paralinguistic nonverbal parts of speech in text
AW Luangrath, Y Xu, T Wang
Journal of Marketing Research 60 (2), 388-408, 2023
372023
Multi-value Rule Sets for Interpretable Classification with Feature-Efficient Representations
T Wang
(NeurIPS) Conference on Neural Information Processing Systems, 10858--10868, 2018
34*2018
Network coded storage with multi-resolution codes
M Medard, UJ Ferner, T Wang
US Patent 9,607,003, 2017
292017
Learning optimized Or's of And's
T Wang, C Rudin
arXiv preprint arXiv:1511.02210, 2015
292015
ProtoryNet-interpretable text classification via prototype trajectories
D Hong, T Wang, S Baek
Journal of Machine Learning Research 24 (264), 1-39, 2023
27*2023
Dental anomaly detection using intraoral photos via deep learning
R Ragodos, T Wang, C Padilla, JT Hecht, FA Poletta, IM Orioli, CJ Buxó, ...
Scientific Reports 12 (1), 1-1, 2022
252022
Evaluating the Effectiveness of Marketing Campaigns for Malls Using A Novel Interpretable Machine Learning Model
T Wang, C He, F Jin, YJ Hu
Information Systems Research, 2021
242021
Interpretable Companions for Black-Box Models
D Pan, T Wang, S Hara
AISTATS, 2020
202020
Augmented Fairness: An Interpretable Model Augmenting Decision-Makers' Fairness
T Wang, M Saar-Tsechansky
arXiv preprint arXiv:2011.08398, 2020
142020
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