Cluster-Oriented Ensemble Classifier: Impact of Multicluster Characterization on Ensemble Classifier Learning

Brijesh Verma; Ashfaqur Rahman

doi:10.1109/tkde.2011.28

Cluster-Oriented Ensemble Classifier: Impact of Multicluster Characterization on Ensemble Classifier Learning

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2011.28 ◽

2012 ◽

Vol 24 (4) ◽

pp. 605-618 ◽

Cited By ~ 53

Author(s):

Brijesh Verma ◽

Ashfaqur Rahman

Keyword(s):

Ensemble Classifier ◽

Classifier Learning

A novel ensemble classifier approach using weak classifier learning on overlapping clusters

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596332 ◽

2010 ◽

Cited By ~ 10

Author(s):

Ashfaqur Rahman ◽

Brijesh Verma

Keyword(s):

Ensemble Classifier ◽

Weak Classifier ◽

Overlapping Clusters ◽

Classifier Learning

A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization

IEEE Transactions on Evolutionary Computation ◽

10.1109/tevc.2017.2782826 ◽

2018 ◽

Vol 22 (5) ◽

pp. 762-777 ◽

Cited By ~ 9

Author(s):

Md Asafuddoula ◽

Brijesh Verma ◽

Mengjie Zhang

Keyword(s):

Ensemble Classifier ◽

Divide And Conquer ◽

Classifier Learning

Cooperative Correlational and Discriminative Ensemble Classifier Learning for Early Dementia Diagnosis Using Morphological Brain Multiplexes

IEEE Access ◽

10.1109/access.2018.2863657 ◽

2018 ◽

Vol 6 ◽

pp. 43830-43839 ◽

Cited By ~ 9

Author(s):

Rory Raeper ◽

Anna Lisowska ◽

Islem Rekik

Keyword(s):

Ensemble Classifier ◽

Dementia Diagnosis ◽

Early Dementia ◽

Classifier Learning

An efficient image retrieval based on an integration of HSV, RLBP, and CENTRIST features using ensemble classifier learning

Multimedia Tools and Applications ◽

10.1007/s11042-020-09109-9 ◽

2020 ◽

Vol 79 (33-34) ◽

pp. 24463-24486

Author(s):

Navid Danapur ◽

Sakineh Asghari Aghjeh Dizaj ◽

Vahid Rostami

Keyword(s):

Image Retrieval ◽

Ensemble Classifier ◽

Classifier Learning

Joint Correlational and Discriminative Ensemble Classifier Learning for Dementia Stratification Using Shallow Brain Multiplexes

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00928-1_68 ◽

2018 ◽

pp. 599-607 ◽

Cited By ~ 2

Author(s):

Rory Raeper ◽

◽

Anna Lisowska ◽

Islem Rekik

Keyword(s):

Ensemble Classifier ◽

Classifier Learning

Tree-based Ensemble Classifier Learning for Automatic Brain Glioma Segmentation

Neurocomputing ◽

10.1016/j.neucom.2018.05.112 ◽

2018 ◽

Vol 313 ◽

pp. 135-142 ◽

Cited By ~ 5

Author(s):

Samya Amiri ◽

Mohamed Ali Mahjoub ◽

Islem Rekik

Keyword(s):

Ensemble Classifier ◽

Brain Glioma ◽

Classifier Learning

An ensemble classifier learning approach to ROC optimization

18th International Conference on Pattern Recognition (ICPR'06) ◽

10.1109/icpr.2006.246 ◽

2006 ◽

Cited By ~ 1

Author(s):

Sheng Gao ◽

Chin-Hui Lee ◽

Joo Hwee Lim

Keyword(s):

Ensemble Classifier ◽

Learning Approach ◽

Classifier Learning

An incremental ensemble classifier learning by means of a rule-based accuracy and diversity comparison

2017 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2017.7966086 ◽

2017 ◽

Cited By ~ 6

Author(s):

Md Asafuddoula ◽

Brijesh Verma ◽

Mengjie Zhang

Keyword(s):

Ensemble Classifier ◽

Rule Based ◽

Classifier Learning

Pairing-based Ensemble Classifier Learning using Convolutional Brain Multiplexes and Multi-view Brain Networks for Early Dementia Diagnosis

Connectomics in NeuroImaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-67159-8_6 ◽

2017 ◽

pp. 42-50 ◽

Cited By ~ 15

Author(s):

Anna Lisowska ◽

◽

Islem Rekik

Keyword(s):

Brain Networks ◽

Ensemble Classifier ◽

Dementia Diagnosis ◽

Early Dementia ◽

Classifier Learning

An Ensemble Classifier for Offline Malayalam Character Recognition

3rd International Conference on Advances in Engineering Sciences and Applied Mathematics (ICAESAM’2015), March 23-24, 2015 London (UK) ◽

10.15242/iie.e0315001 ◽

2015 ◽

Keyword(s):

Character Recognition ◽

Ensemble Classifier