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Ensemble learning: A survey

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2018-07, Vol.8 (4), p.e1249-n/a

2018

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Taxonomy for characterizing ensemble methods in classification tasks: A review and annotated bibliography

Computational statistics & data analysis, 2009-10, Vol.53 (12), p.4046-4072

Rokach, Lior

2009

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Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

ACM computing surveys, 2021-06, Vol.54 (5), p.1-36

2021

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Dynamic Malware Analysis in the Modern Era—A State of the Art Survey

ACM computing surveys, 2020-09, Vol.52 (5), p.1-48

2020

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Fast-CBUS: A fast clustering-based undersampling method for addressing the class imbalance problem

Neurocomputing (Amsterdam), 2017-06, Vol.243, p.88-102

2017

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A Direct Learning Approach for Neural Network Based Pre-Distortion for Coherent Nonlinear Optical Transmitter

Journal of lightwave technology, 2020-08, Vol.38 (15), p.3883-3896

2020

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Decision forest: Twenty years of research

Information fusion, 2016-01, Vol.27, p.111-125

Rokach, Lior

2016

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Source Model Selection for Deep Learning in the Time Series Domain

IEEE access, 2020, Vol.8, p.6190-6200

2020

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Ensemble-based classifiers

The Artificial intelligence review, 2010-02, Vol.33 (1-2), p.1-39

Rokach, Lior

2010

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Virtual Breathalyzer: Towards the Detection of Intoxication Using Motion Sensors of Commercial Wearable Devices

Sensors (Basel, Switzerland), 2022-05, Vol.22 (9), p.3580

2022

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Approximating XGBoost with an interpretable decision tree

Information sciences, 2021-09, Vol.572, p.522-542

2021

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Sniffing Bacteria with a Carbon-Dot Artificial Nose

Nano-micro letters, 2021-12, Vol.13 (1), p.112-15, Article 112

2021

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Explainable decision forest: Transforming a decision forest into an interpretable tree

Information fusion, 2020-09, Vol.61, p.124-138

2020

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Probability-Based Algorithm for Bearing Diagnosis with Untrained Spall Sizes

Sensors (Basel, Switzerland), 2020-02, Vol.20 (5), p.1298

2020

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ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models

IEEE access, 2021, Vol.9, p.91584-91592

2021

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Limiting disclosure of sensitive data in sequential releases of databases

Information sciences, 2012-05, Vol.191, p.98-127

2012

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A Survey of Data Leakage Detection and Prevention Solutions

1. Aufl., 2012

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A universal adversarial policy for text classifiers

Neural networks, 2022-09, Vol.153, p.282-291

2022

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Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Expert systems with applications, 2021-12, Vol.186, p.115736, Article 115736

2021

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Genetic algorithm-based feature set partitioning for classification problems

Pattern recognition, 2008-05, Vol.41 (5), p.1676-1700

Rokach, Lior

2008

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Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework

IEEE access, 2019, Vol.7, p.110050-110073

2019

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Proactive Data Mining with Decision Trees

2014, 2014

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Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers

Research in Attacks, Intrusions, and Defenses, p.490-510

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PnT: Born-again tree-based model via fused decision path encoding

Information fusion, 2024-12, Vol.112, p.102545, Article 102545

2024

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ConfDTree： A Statistical Method for Improving Decision Trees

Journal of computer science and technology, 2014-05, Vol.29 (3), p.392-407

2014

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Ensemble learning: A survey

Taxonomy for characterizing ensemble methods in classification tasks: A review and annotated bibliography

Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

Dynamic Malware Analysis in the Modern Era—A State of the Art Survey

Fast-CBUS: A fast clustering-based undersampling method for addressing the class imbalance problem

A Direct Learning Approach for Neural Network Based Pre-Distortion for Coherent Nonlinear Optical Transmitter

Decision forest: Twenty years of research

Source Model Selection for Deep Learning in the Time Series Domain

Ensemble-based classifiers

Virtual Breathalyzer: Towards the Detection of Intoxication Using Motion Sensors of Commercial Wearable Devices

Approximating XGBoost with an interpretable decision tree

Sniffing Bacteria with a Carbon-Dot Artificial Nose

Explainable decision forest: Transforming a decision forest into an interpretable tree

Probability-Based Algorithm for Bearing Diagnosis with Untrained Spall Sizes

ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models

Limiting disclosure of sensitive data in sequential releases of databases

A Survey of Data Leakage Detection and Prevention Solutions

A universal adversarial policy for text classifiers

Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Genetic algorithm-based feature set partitioning for classification problems

Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework

Proactive Data Mining with Decision Trees

Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers

PnT: Born-again tree-based model via fused decision path encoding

ConfDTree： A Statistical Method for Improving Decision Trees

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