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Lou, Zhi-Yin
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1

Using Explainable Boosting Machines (EBMs) to Detect Common..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Chen, Zhi ; Tan, Sarah ; Nori, Harsha... - p. 534-551 , 2021
Link: https://doi.org/10.1007/..
 
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2

Mechanism and Applications of Electric and Magnetic Modes o..:

, In: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA),
Lou, Qun ; Xue, Chunhua ; Yin, Jiexi. - p. 138-140 , 2023
Link: https://doi.org/10.1109/..
 
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3

Remote Sensing Monitoring Analysis of Typical Islands in Pa..:

, In: Materials in Environmental Engineering,
Gao, Yang ; Wu, Zhi-Feng ; Lou, Quan-Sheng... - p. 1155-1168 , 2017
Link: https://doi.org/10.1515/..
 
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4

Feedback Stabilization of a class of Nonlinear Systems Usin..:

, In: 2023 35th Chinese Control and Decision Conference (CCDC),
Lou, Zhi-E ; Li, Rong ; Zhu, Quanmin. - p. 3211-3215 , 2023
Link: https://doi.org/10.1109/..
 
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5

Event-triggered H∞ filtering for a class of singular system..:

, In: 2021 China Automation Congress (CAC),
Shi, Susu ; Lin, Jinxing ; Lou, Zhi-E - p. 7662-7667 , 2021
Link: https://doi.org/10.1109/..
 
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6

Immersion and invariance stabilization of switched nonlinea..:

, In: 2016 35th Chinese Control Conference (CCC),
Lou, Zhi-E ; Zhao, Jun - p. 1617-1620 , 2016
Link: https://doi.org/10.1109/..
 
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7

Frontline Management of Elderly Acute Myeloid Leukemia Inel..:

, In: Pathogenesis and Treatment of Leukemia,
Lou, Yin-Jun ; Jin, Jie ; Zhu, Hong-Hu - p. 111-118 , 2023
Link: https://doi.org/10.1007/..
 
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8

Feature Augmentation with Reinforcement Learning:

, In: 2022 IEEE 38th International Conference on Data Engineering (ICDE),
Liu, Jiabin ; Chai, Chengliang ; Luo, Yuyu... - p. 3360-3372 , 2022
Link: https://doi.org/10.1109/..
 
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9

Efficiently Training Intelligible Models for Global Explana..:

, In: Proceedings of the 29th ACM International Conference on Information & Knowledge Management,
Lou, Yin ; Wang, Yongliang ; Liang, Shiwei. - p. 2637-2644 , 2020
Link: https://dl.acm.org/doi/1..
 
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10

Axiomatic Interpretability for Multiclass Additive Models:

, In: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining,
Zhang, Xuezhou ; Tan, Sarah ; Koch, Paul... - p. 226-234 , 2019
Link: https://dl.acm.org/doi/1..
 
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11

Distill-and-Compare : Auditing Black-Box Models Using Tr..:

, In: Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society,
Tan, Sarah ; Caruana, Rich ; Hooker, Giles. - p. 303-310 , 2018
Link: https://dl.acm.org/doi/1..
 
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12

BDT : Gradient Boosted Decision Tables for High Accuracy..:

, In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,
Lou, Yin ; Obukhov, Mikhail - p. 1893-1901 , 2017
Link: https://dl.acm.org/doi/1..
 
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13

Intelligible Models for HealthCare : Predicting Pneumoni..:

, In: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,
Caruana, Rich ; Lou, Yin ; Gehrke, Johannes... - p. 1721-1730 , 2015
Link: https://dl.acm.org/doi/1..
 
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14

Query Workloads for Data Series Indexes:

, In: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,
Zoumpatianos, Kostas ; Lou, Yin ; Palpanas, Themis. - p. 1603-1612 , 2015
Link: https://dl.acm.org/doi/1..
 
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15

Accurate intelligible models with pairwise interactions:

, In: Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining,
Lou, Yin ; Caruana, Rich ; Gehrke, Johannes. - p. 623-631 , 2013
Link: https://dl.acm.org/doi/1..
 
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