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Diverse Rule Sets

Diverse Rule Sets

17 June 2020
Guangyi Zhang
Aristides Gionis
ArXiv (abs)PDFHTML

Papers citing "Diverse Rule Sets"

11 / 11 papers shown
Biological and Radiological Dictionary of Radiomics Features: Addressing
  Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version
  PM1.0
Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0
Mohammad R. Salmanpour
Sajad Amiri
Sara Gharibi
Ahmad Shariftabrizi
Yixi Xu
William B. Weeks
Arman Rahmim
Ilker Hacihaliloglu
MedIm
421
6
0
14 Dec 2024
Minimising changes to audit when updating decision trees
Minimising changes to audit when updating decision trees
Anj Simmons
Scott Barnett
Anupam Chaudhuri
Sankhya Singh
Shangeetha Sivasothy
205
0
0
29 Aug 2024
CURLS: Causal Rule Learning for Subgroups with Significant Treatment
  Effect
CURLS: Causal Rule Learning for Subgroups with Significant Treatment Effect
Jiehui Zhou
Linxiao Yang
Xingyu Liu
Xinyue Gu
Lin Sun
Wei Chen
CML
222
1
0
01 Jul 2024
Efficient Exploration of the Rashomon Set of Rule Set Models
Efficient Exploration of the Rashomon Set of Rule Set Models
Martino Ciaperoni
Han Xiao
Aristides Gionis
330
9
0
05 Jun 2024
Probabilistic Truly Unordered Rule Sets
Probabilistic Truly Unordered Rule Sets
Lincen Yang
M. Leeuwen
312
2
0
18 Jan 2024
On Finding Bi-objective Pareto-optimal Fraud Prevention Rule Sets for
  Fintech Applications
On Finding Bi-objective Pareto-optimal Fraud Prevention Rule Sets for Fintech ApplicationsKnowledge Discovery and Data Mining (KDD), 2023
Chengyao Wen
Yin Lou
204
1
0
02 Nov 2023
Personalized Interpretable Classification
Personalized Interpretable Classification
Zengyou He
Yifan Tang
Yifan Tang
Lianyu Hu
Yan Liu
Yan Liu
247
0
0
06 Feb 2023
Concise and interpretable multi-label rule sets
Concise and interpretable multi-label rule setsIndustrial Conference on Data Mining (IDM), 2022
Martino Ciaperoni
Han Xiao
Aristides Gionis
251
1
0
04 Oct 2022
Truly Unordered Probabilistic Rule Sets for Multi-class Classification
Truly Unordered Probabilistic Rule Sets for Multi-class Classification
Lincen Yang
M. Leeuwen
262
16
0
17 Jun 2022
Learning Interpretable Decision Rule Sets: A Submodular Optimization
  Approach
Learning Interpretable Decision Rule Sets: A Submodular Optimization ApproachNeural Information Processing Systems (NeurIPS), 2022
Fan Yang
Kai He
Linxiao Yang
Hongxia Du
Jingbang Yang
Bo Yang
Liangcheng Sun
248
28
0
08 Jun 2022
Better Short than Greedy: Interpretable Models through Optimal Rule
  Boosting
Better Short than Greedy: Interpretable Models through Optimal Rule BoostingSDM (SDM), 2021
Mario Boley
Simon Teshuva
P. L. Bodic
Geoffrey I. Webb
342
7
0
21 Jan 2021
1
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