Classifying Imbalanced Dataset Using Local Classifier Fusion

Lecture Notes in Electrical Engineering - Computer, Informatics, Cybernetics and Applications ◽

10.1007/978-94-007-1839-5_144 ◽

2011 ◽

pp. 1337-1345

Author(s):

Tong Liu ◽

Weijian Ni ◽

Yongquan Liang

Keyword(s):

Classifier Fusion ◽

Imbalanced Dataset ◽

Local Classifier

Download Full-text

Affinity Propagation SMOTE approach for Imbalanced dataset used in Predicting Student at Risk of Low Performance

International Journal of Advanced Trends in Computer Science and Engineering ◽

10.30534/ijatcse/2020/127942020 ◽

2020 ◽

Vol 9 (4) ◽

pp. 5066-5070

Author(s):

B. Laureano Lanie

Keyword(s):

At Risk ◽

Affinity Propagation ◽

Imbalanced Dataset ◽

Low Performance

Download Full-text

Classifier fusion for speech emotion recognition based on improved queuing voting algorithm

Journal of Computer Applications ◽

10.3724/sp.j.1087.2009.00381 ◽

2009 ◽

Vol 29 (2) ◽

pp. 381-385 ◽

Author(s):

Li-qin FU ◽

Xia MAO ◽

Li-jiang CHEN

Keyword(s):

Emotion Recognition ◽

Classifier Fusion ◽

Speech Emotion Recognition

Download Full-text

A practical system based on CNN-BLSTM network for accurate classification of ECG heartbeats of MIT-BIH imbalanced dataset

2021 26th International Computer Conference, Computer Society of Iran (CSICC) ◽

10.1109/csicc52343.2021.9420620 ◽

2021 ◽

Author(s):

Armin Shoughi ◽

Mohammad Bagher Dowlatshahi

Keyword(s):

Imbalanced Dataset ◽

Practical System

Download Full-text

A hybrid data-level ensemble to enable learning from highly imbalanced dataset

Information Sciences ◽

10.1016/j.ins.2020.12.023 ◽

2021 ◽

Vol 554 ◽

pp. 157-176

Author(s):

Zhi Chen ◽

Jiang Duan ◽

Li Kang ◽

Guoping Qiu

Keyword(s):

Imbalanced Dataset ◽

Hybrid Data ◽

Download Full-text

A New Cost-sensitive SVM Algorithm for Imbalanced Dataset

2021 IEEE International Conference on Consumer Electronics and Computer Engineering (ICCECE) ◽

10.1109/iccece51280.2021.9342072 ◽

2021 ◽

Author(s):

Zheng Hengyu

Keyword(s):

Imbalanced Dataset ◽

Download Full-text

Handling Imbalanced Dataset Classification in Machine Learning

2020 IEEE Pune Section International Conference (PuneCon) ◽

10.1109/punecon50868.2020.9362471 ◽

2020 ◽

Author(s):

Seema Yadav ◽

Girish P. Bhole

Keyword(s):

Machine Learning ◽

Imbalanced Dataset

Download Full-text

A Genetic Algorithm-Based Ensemble Model for Equipment Condition Assessment with Class-Imbalanced Dataset

2018 Prognostics and System Health Management Conference (PHM-Chongqing) ◽

10.1109/phm-chongqing.2018.00181 ◽

2018 ◽

Author(s):

Zhiyao Zhang ◽

Xiaohui Chen ◽

Ze Zhang

Keyword(s):

Genetic Algorithm ◽

Condition Assessment ◽

Ensemble Model ◽

Imbalanced Dataset

Download Full-text

Local Classifier Weighting by Quadratic Programming

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2008.2005301 ◽

2008 ◽

Vol 19 (10) ◽

pp. 1832-1838 ◽

Author(s):

H. Cevikalp ◽

R. Polikar

Keyword(s):

Quadratic Programming ◽

Local Classifier

Download Full-text

ASR based pronunciation evaluation with automatically generated competing vocabulary and classifier fusion

Speech Communication ◽

10.1016/j.specom.2009.01.002 ◽

2009 ◽

Vol 51 (6) ◽

pp. 485-498 ◽

Author(s):

Carlos Molina ◽

Néstor Becerra Yoma ◽

Jorge Wuth ◽

Hiram Vivanco

Keyword(s):

Classifier Fusion

Download Full-text

Arabic Handwriting Recognition Using Concavity Features and Classifier Fusion

2011 10th International Conference on Machine Learning and Applications and Workshops ◽

10.1109/icmla.2011.36 ◽

2011 ◽

Author(s):

Sherif Abdel Azeem ◽

Maha El Meseery

Keyword(s):

Handwriting Recognition ◽

Classifier Fusion

Download Full-text