Zohaib M. Jan

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

Ensemble Learning

Weak Classifiers

Ensemble Classifier

Top Venues

GECCO (Companion)

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Zohaib M. Jan, Juan Carlos Munos, Asim Ali
A Novel Method for Creating an Optimized Ensemble Classifier by Introducing Cluster Size Reduction and Diversity. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Zohaib M. Jan, Brijesh K. Verma
Multicluster Class-Balanced Ensemble. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Zohaib M. Jan, Brijesh K. Verma
Optimal Clusters Generation for Maximizing Ensemble Classifier Performance. IJCNN (2020)
Zohaib M. Jan, Brijesh K. Verma
Multiple strong and balanced cluster-based ensemble of deep learners. Pattern Recognit. 107 (2020)
Zohaib M. Jan, Brijesh K. Verma
Ensemble Classifier Generation Using Class-Pure Cluster Balancing. ICONIP (5) (2019)
Zohaib M. Jan, Brijesh K. Verma
A Novel Diversity Measure and Classifier Selection Approach for Generating Ensemble Classifiers. IEEE Access 7 (2019)
Zohaib M. Jan, Brijesh K. Verma, Sam Fletcher
Optimizing clustering to promote data diversity when generating an ensemble classifier. GECCO (Companion) (2018)
Sam Fletcher, Brijesh K. Verma, Zohaib M. Jan, Mengjie Zhang
The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic Algorithm. IJCNN (2018)
Zohaib M. Jan, Brijesh K. Verma, Joseph Affum, Sam Atabak, Lachlan Moir
A Convolutional Neural Network Based Deep Learning Technique for Identifying Road Attributes. IVCNZ (2018)