Designing a Model to Handle Imbalance Data Classification Using SMOTE and Optimized Classifier

Data Management, Analytics and Innovation - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-5616-6_23 ◽

2020 ◽

pp. 323-334

Author(s):

Shraddha Shivaji Nimankar ◽

Deepali Vora

Keyword(s):

Data Classification ◽

Imbalance Data

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A Novel Nonparallel Plane Proximal SVM for Imbalance Data Classification

Journal of Software ◽

10.4304/jsw.9.9.2384-2392 ◽

2014 ◽

Vol 9 (9) ◽

Cited By ~ 2

Author(s):

Bing Yang ◽

Ling Jing

Keyword(s):

Data Classification ◽

Imbalance Data ◽

Nonparallel Plane

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An Hybrid Approach Based on Clustering and Synthetic Sample Generation for Imbalance Data Classification: ClustSyn

Proceedings of Data Analytics and Management - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-981-16-6289-8_63 ◽

2022 ◽

pp. 775-784

Author(s):

Gillala Rekha ◽

Sailaja Madhu

Keyword(s):

Hybrid Approach ◽

Data Classification ◽

Synthetic Sample ◽

Imbalance Data

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Imbalance Data Classification Based on Belief Function Theory

10.1007/978-3-030-88601-1_10 ◽

2021 ◽

pp. 96-104

Author(s):

Jiawei Niu ◽

Zhunga Liu

Keyword(s):

Function Theory ◽

Data Classification ◽

Belief Function ◽

Imbalance Data ◽

Belief Function Theory

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Balancing of the Imbalance data classification using Data Intrinsic characteristics

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) ◽

10.1109/iemcon.2018.8614861 ◽

2018 ◽

Author(s):

Harpreet Singh Bror

Keyword(s):

Data Classification ◽

Imbalance Data ◽

Using Data

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Imbalance Data Classification Using Local Mahalanobis Distance Learning Based on Nearest Neighbor

SN Computer Science ◽

10.1007/s42979-020-0085-x ◽

2020 ◽

Vol 1 (2) ◽

Author(s):

Nijaguna Gollara Siddappa ◽

Thippeswamy Kampalappa

Keyword(s):

Distance Learning ◽

Mahalanobis Distance ◽

Nearest Neighbor ◽

Data Classification ◽

Imbalance Data

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A Novel Algorithm for Imbalance Data Classification Based on Genetic Algorithm Improved SMOTE

Arabian Journal for Science and Engineering ◽

10.1007/s13369-016-2179-2 ◽

2016 ◽

Vol 41 (8) ◽

pp. 3255-3266 ◽

Cited By ~ 16

Author(s):

Kun Jiang ◽

Jing Lu ◽

Kuiliang Xia

Keyword(s):

Genetic Algorithm ◽

Data Classification ◽

Imbalance Data ◽

Novel Algorithm

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Adaptive Condensed Nearest Neighbor for Imbalance Data Classification

International Journal of Intelligent Engineering and Systems ◽

10.22266/ijies2019.0430.11 ◽

2019 ◽

Vol 12 (2) ◽

pp. 104-113

Author(s):

Nijaguna Siddappa ◽

◽

Thippeswamy Kampalappa ◽

Keyword(s):

Nearest Neighbor ◽

Data Classification ◽

Imbalance Data

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Imbalance Data Classification Method Based on Cluster Boundary Sampling RF-Bagging

International Conference on Software Intelligence Technologies and Applications & International Conference on Frontiers of Internet of Things 2014 ◽

10.1049/cp.2014.1580 ◽

2014 ◽

Author(s):

Peng Li ◽

Tingting Bi ◽

Jiuling Huang ◽

Kaihui Zhang

Keyword(s):

Data Classification ◽

Classification Method ◽

Imbalance Data ◽

Cluster Boundary

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Transient Detection Modeling as Imbalance Data Classification

2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII) ◽

10.1109/ickii.2018.8569123 ◽

2018 ◽

Author(s):

Aireen B. Tabacolde ◽

Tossapon Boongoen ◽

Natthakan Iam-On ◽

James Mullaney ◽

Utane Sawangwit ◽

...

Keyword(s):

Data Classification ◽

Transient Detection ◽

Imbalance Data

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Imbalance data classification algorithm based on SVM and clustering function

2014 9th International Conference on Computer Science & Education ◽

10.1109/iccse.2014.6926521 ◽

2014 ◽

Author(s):

Kai-Biao Lin ◽

Wei Weng ◽

Robert K. Lai ◽

Ping Lu

Keyword(s):

Data Classification ◽

Classification Algorithm ◽

Imbalance Data

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