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LoRMIkA: Local rule-based model interpretability with k-optimal associations

Information sciences, 2020-11, Vol.540, p.221-241

2020

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An improved incremental algorithm for mining weighted class-association rules

International journal of business intelligence and data mining, 2018, Vol.13 (1/2/3), p.291

2018

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Interpretable regularized class association rules algorithm for classification in a categorical data space

Information sciences, 2019-05, Vol.483, p.313-331

2019

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Association rules and prediction of transportation mode choice: Application to national travel survey data

Transportation research. Part C, Emerging technologies, 2023-05, Vol.150, p.104086, Article 104086

2023

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CARs-RP: Lasso-based class association rules pruning

International journal of business intelligence and data mining, 2021, Vol.18 (2), p.197

2021

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Predictability-based collective class association rule mining

Expert systems with applications, 2017-08, Vol.79, p.1-7

2017

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Analysis of motorcycle accidents using association rule mining-based framework with parameter optimization and GIS technology

Journal of safety research, 2020-12, Vol.75, p.292-309

2020

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A Method for Query Top-K Rules from Class Association Rule Set

Intelligent Information and Database Systems, 2016, Vol.9621, p.644-653

2016

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CfExplainer: Explainable just-in-time defect prediction based on counterfactuals

The Journal of systems and software, 2024-12, Vol.218, p.112182, Article 112182

2024

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Classification based on association rules: A lattice-based approach

Expert systems with applications, 2012-10, Vol.39 (13), p.11357-11366

2012

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Unobtrusive Mattress-Based Identification of Hypertension by Integrating Classification and Association Rule Mining

Sensors (Basel, Switzerland), 2019-03, Vol.19 (7), p.1489

2019

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A novel method for constrained class association rule mining

Information sciences, 2015-11, Vol.320, p.107-125

2015

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An Efficient Method for Associative Classification using Jaccard Measure

International journal of recent technology and engineering, 2019-11, Vol.8 (2S11), p.3448-3453

2019

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Improved imputation of rule sets in class association rule modeling: application to transportation mode choice

Transportation (Dordrecht), 2023-02, Vol.50 (1), p.63-106

2023

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Heuristics for interesting class association rule mining a colorectal cancer database

Information processing & management, 2020-05, Vol.57 (3), p.102207, Article 102207

2020

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Symbolic interpretation of artificial neural networks based on multiobjective genetic algorithms and association rules mining

Applied soft computing, 2018-11, Vol.72, p.177-188

2018

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Distance based clustering of class association rules to build a compact, accurate and descriptive classifier

Computer Science and Information Systems, 2021-10, Vol.18 (3), p.791-811

2021

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Class-Association-Rules Pruning by the Profitability-of-Interestingness Measure: Case Study of an Imbalanced Class Ratio in a Breast Cancer Dataset

Journal of advances in information technology, 2021-08, Vol.12 (3)

Liewlom, Peera

2021

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Scalability achievements for enumerative biclustering with online partitioning: Case studies involving mixed-attribute datasets

Engineering applications of artificial intelligence, 2021-04, Vol.100, p.104147, Article 104147

2021

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Efficient mining of class association rules with the itemset constraint

Knowledge-based systems, 2016-07, Vol.103, p.73-88

2016

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CAR-Miner: An efficient algorithm for mining class-association rules

Expert systems with applications, 2013-05, Vol.40 (6), p.2305-2311

2013

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ACMKC: A Compact Associative Classification Model Using K-Modes Clustering with Rule Representations by Coverage

Mathematics (Basel), 2023-09, Vol.11 (18), p.3978

2023

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Breast Cancer Classification: Using Hybrid Technique (Association Rules and Deep Neural Network)

Journal of physics. Conference series, 2019-09, Vol.1294 (4), p.42009

2019

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An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming

IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews, 2011-01, Vol.41 (1), p.130-139

2011

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Efficient method for updating class association rules in dynamic datasets with record deletion

Applied intelligence (Dordrecht, Netherlands), 2018-06, Vol.48 (6), p.1491-1505

2018

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LoRMIkA: Local rule-based model interpretability with k-optimal associations

An improved incremental algorithm for mining weighted class-association rules

Interpretable regularized class association rules algorithm for classification in a categorical data space

Association rules and prediction of transportation mode choice: Application to national travel survey data

CARs-RP: Lasso-based class association rules pruning

Predictability-based collective class association rule mining

Analysis of motorcycle accidents using association rule mining-based framework with parameter optimization and GIS technology

A Method for Query Top-K Rules from Class Association Rule Set

CfExplainer: Explainable just-in-time defect prediction based on counterfactuals

Classification based on association rules: A lattice-based approach

Unobtrusive Mattress-Based Identification of Hypertension by Integrating Classification and Association Rule Mining

A novel method for constrained class association rule mining

An Efficient Method for Associative Classification using Jaccard Measure

Improved imputation of rule sets in class association rule modeling: application to transportation mode choice

Heuristics for interesting class association rule mining a colorectal cancer database

Symbolic interpretation of artificial neural networks based on multiobjective genetic algorithms and association rules mining

Distance based clustering of class association rules to build a compact, accurate and descriptive classifier

Class-Association-Rules Pruning by the Profitability-of-Interestingness Measure: Case Study of an Imbalanced Class Ratio in a Breast Cancer Dataset

Scalability achievements for enumerative biclustering with online partitioning: Case studies involving mixed-attribute datasets

Efficient mining of class association rules with the itemset constraint

CAR-Miner: An efficient algorithm for mining class-association rules

ACMKC: A Compact Associative Classification Model Using K-Modes Clustering with Rule Representations by Coverage

Breast Cancer Classification: Using Hybrid Technique (Association Rules and Deep Neural Network)

An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming

Efficient method for updating class association rules in dynamic datasets with record deletion

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