Deep Learning-Based Imbalanced Data Classification for Drug Discovery

Selçuk Korkmaz

doi:10.1021/acs.jcim.9b01162

Deep Learning-Based Imbalanced Data Classification for Drug Discovery

Journal of Chemical Information and Modeling ◽

10.1021/acs.jcim.9b01162 ◽

2020 ◽

Vol 60 (9) ◽

pp. 4180-4190 ◽

Cited By ~ 2

Author(s):

Selçuk Korkmaz

Keyword(s):

Deep Learning ◽

Drug Discovery ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification

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A Multi-label Multimodal Deep Learning Framework for Imbalanced Data Classification

2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) ◽

10.1109/mipr.2019.00043 ◽

2019 ◽

Cited By ~ 3

Author(s):

Samira Pouyanfar ◽

Tianyi Wang ◽

Shu-Ching Chen

Keyword(s):

Deep Learning ◽

Imbalanced Data ◽

Data Classification ◽

Learning Framework ◽

Imbalanced Data Classification

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Deep Learning-Based Imbalanced Data Classification for Chest X-Ray Image Analysis

Intelligent Systems and Networks - Lecture Notes in Networks and Systems ◽

10.1007/978-981-16-2094-2_14 ◽

2021 ◽

pp. 109-115

Author(s):

Dang Xuan Tho ◽

Dao Nam Anh

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Imbalanced Data ◽

Data Classification ◽

X Ray ◽

Imbalanced Data Classification ◽

Chest X Ray

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Deep Learning with MCA-based Instance Selection and Bootstrapping for Imbalanced Data Classification

2015 IEEE Conference on Collaboration and Internet Computing (CIC) ◽

10.1109/cic.2015.40 ◽

2015 ◽

Cited By ~ 6

Author(s):

Sheng Guan ◽

Min Chen ◽

Hsin-Yu Ha ◽

Shu-Ching Chen ◽

Mei-Ling Shyu ◽

...

Keyword(s):

Deep Learning ◽

Imbalanced Data ◽

Data Classification ◽

Instance Selection ◽

Imbalanced Data Classification

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A novel imbalanced data classification approach for suicidal ideation detection on social media

Computing ◽

10.1007/s00607-021-00984-0 ◽

2021 ◽

Author(s):

Mohamed Ali Ben Hassine ◽

Safa Abdellatif ◽

Sadok Ben Yahia

Keyword(s):

Social Media ◽

Suicidal Ideation ◽

Imbalanced Data ◽

Data Classification ◽

Classification Approach ◽

Imbalanced Data Classification

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Radial-Based Undersampling for imbalanced data classification

Pattern Recognition ◽

10.1016/j.patcog.2020.107262 ◽

2020 ◽

Vol 102 ◽

pp. 107262 ◽

Cited By ~ 7

Author(s):

Michał Koziarski

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification

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Research of Medical High-Dimensional Imbalanced Data Classification Ensemble Feature Selection Algorithm with Random Forest

2017 International Conference on Smart Grid and Electrical Automation (ICSGEA) ◽

10.1109/icsgea.2017.158 ◽

2017 ◽

Cited By ~ 2

Author(s):

Min Zhu ◽

Bo Su ◽

Gangmin Ning

Keyword(s):

Feature Selection ◽

Random Forest ◽

Imbalanced Data ◽

Data Classification ◽

High Dimensional ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Imbalanced Data Classification

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Data reduction and stacking for imbalanced data classification

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-179335 ◽

2019 ◽

Vol 37 (6) ◽

pp. 7239-7249

Author(s):

Ireneusz Czarnowski ◽

Piotr Jędrzejowicz

Keyword(s):

Data Reduction ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification

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An Under-Sampling Method with Support Vectors in Multi-class Imbalanced Data Classification

2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) ◽

10.1109/skima47702.2019.8982391 ◽

2019 ◽

Cited By ~ 1

Author(s):

Md. Yasir Arafat ◽

Sabera Hoque ◽

Shuxiang Xu ◽

Dewan Md. Farid

Keyword(s):

Sampling Method ◽

Imbalanced Data ◽

Data Classification ◽

Support Vectors ◽

Imbalanced Data Classification ◽

Under Sampling

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Imbalanced data classification using complementary fuzzy support vector machine techniques and SMOTE

2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2017.8122737 ◽

2017 ◽

Cited By ~ 5

Author(s):

Ratchakoon Pruengkarn ◽

Kok Wai Wong ◽

Chun Che Fung

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Imbalanced Data Classification

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Imbalanced data classification algorithm based on boosting and cascade model

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/icsmc.2012.6378183 ◽

2012 ◽

Author(s):

Xiaolong Zhang ◽

Chao Cheng

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Classification Algorithm ◽

Cascade Model ◽

Imbalanced Data Classification

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