Comparing ensemble learning approaches in genetic programming for classification with unbalanced data

Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion - GECCO '13 Companion ◽

10.1145/2464576.2464643 ◽

2013 ◽

Author(s):

Urvesh Bhowan ◽

Mark Johnston ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Ensemble Learning ◽

Unbalanced Data ◽

Learning Approaches

Download Full-text

Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data

AI 2011: Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-25832-9_20 ◽

2011 ◽

pp. 192-202 ◽

Author(s):

Urvesh Bhowan ◽

Mark Johnston ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Ensemble Learning ◽

Unbalanced Data ◽

Multi Objective

Download Full-text

A genetic programming approach to feature construction for ensemble learning in skin cancer detection

Proceedings of the 2020 Genetic and Evolutionary Computation Conference ◽

10.1145/3377930.3390228 ◽

2020 ◽

Author(s):

Qurrat Ul Ain ◽

Harith Al-Sahaf ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Skin Cancer ◽

Genetic Programming ◽

Ensemble Learning ◽

Cancer Detection ◽

Programming Approach ◽

Feature Construction ◽

Skin Cancer Detection

Download Full-text

Bagging based ensemble learning approaches for modeling the emission of PCDD/Fs from municipal solid waste incinerators

Chemosphere ◽

10.1016/j.chemosphere.2021.129802 ◽

2021 ◽

Vol 274 ◽

pp. 129802

Author(s):

Ken Chen ◽

Yaqi Peng ◽

Shengyong Lu ◽

Binbin Lin ◽

Xiaodong Li

Keyword(s):

Municipal Solid Waste ◽

Solid Waste ◽

Ensemble Learning ◽

Learning Approaches ◽

Waste Incinerators

Download Full-text

Identity verification based on haptic handwritten signatures: Genetic programming with unbalanced data

2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications ◽

10.1109/cisda.2012.6291531 ◽

2012 ◽

Author(s):

Fawaz A. Alsulaiman ◽

Julio J. Valdes ◽

Abdulmotaleb El Saddik

Keyword(s):

Genetic Programming ◽

Unbalanced Data ◽

Identity Verification

Download Full-text

A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning

Lecture Notes in Computer Science - Numerical Computations: Theory and Algorithms ◽

10.1007/978-3-030-39081-5_24 ◽

2020 ◽

pp. 269-277

Author(s):

Gianluigi Folino ◽

Francesco Sergio Pisani ◽

Luigi Pontieri

Keyword(s):

Genetic Programming ◽

Ensemble Learning ◽

Download Full-text

Sampling Methods in Genetic Programming for Classification with Unbalanced Data

AI 2010: Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-17432-2_28 ◽

2010 ◽

pp. 273-282 ◽

Author(s):

Rachel Hunt ◽

Mark Johnston ◽

Will Browne ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Sampling Methods ◽

Unbalanced Data

Download Full-text

Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD50) and Plasma Protein Binding Levels (%PPB) of Drugs

Lecture Notes in Computer Science - Evolutionary Computation,Machine Learning and Data Mining in Bioinformatics ◽

10.1007/978-3-540-71783-6_2 ◽

2007 ◽

pp. 11-23 ◽

Author(s):

Francesco Archetti ◽

Stefano Lanzeni ◽

Enza Messina ◽

Leonardo Vanneschi

Keyword(s):

Machine Learning ◽

Genetic Programming ◽

Protein Binding ◽

Plasma Protein Binding ◽

Plasma Protein ◽

Lethal Dose ◽

Learning Approaches

Download Full-text

A genetic programming-based approach and machine learning approaches to the classification of multiclass anti-malarial datasets

International Journal of Computational Biology and Drug Design ◽

10.1504/ijcbdd.2018.096125 ◽

2018 ◽

Vol 11 (4) ◽

pp. 275 ◽

Author(s):

Madhulata Kumari ◽

Neeraj Tiwari ◽

Naidu Subbarao

Keyword(s):

Machine Learning ◽

Genetic Programming ◽

Learning Approaches

Download Full-text

Ensemble Learning Approaches to Data Imbalance and Competing Objectives in Design of an Industrial Machine Vision System

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.9b05766 ◽

2020 ◽

Vol 59 (10) ◽

pp. 4636-4645 ◽

Author(s):

Petar Žuvela ◽

Mario Lovrić ◽

Ali Yousefian-Jazi ◽

J. Jay Liu

Keyword(s):

Machine Vision ◽

Ensemble Learning ◽

Vision System ◽

Learning Approaches ◽

Machine Vision System ◽

Data Imbalance ◽

Industrial Machine

Download Full-text

Ensemble-learning Approaches for Network Security and Anomaly Detection

Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks - Big-DAMA '17 ◽

10.1145/3098593.3098594 ◽

2017 ◽

Author(s):

Juan Vanerio ◽

Pedro Casas

Keyword(s):

Network Security ◽

Anomaly Detection ◽

Ensemble Learning ◽

Learning Approaches

Download Full-text