Efficient resampling methods for training support vector machines with imbalanced datasets

Efficient resampling methods for training support vector machines with imbalanced datasets

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Batuwita, R, Palade, V
Формат:	Conference item
Хэвлэсэн:	2010

Ижил төстэй зүйлс

Class Imbalance Learning Methods for Support Vector Machines
-н: Batuwita, R, зэрэг
Хэвлэсэн: (2013)

Adjusted Geometric−mean: A Novel Performance Measure for Imbalanced Bioinformatics Datasets Learning
-н: Batuwita, R, зэрэг
Хэвлэсэн: (2012)

FSVM-CIL: Fuzzy Support Vector Machines for Class Imbalance Learning.
-н: Batuwita, R, зэрэг
Хэвлэсэн: (2010)

FSVM−CI: Fuzzy Support Vector Machines for Class Imbalance Learning
-н: Batuwita, R, зэрэг
Хэвлэсэн: (2010)

Resampling Technique for Imbalanced Class Handling on Educational Dataset
-н: Anief Fauzan Rozi, зэрэг
Хэвлэсэн: (2023-05-01)

Resampling imbalanced data for network intrusion detection datasets
-н: Sikha Bagui, зэрэг
Хэвлэсэн: (2021-01-01)

Support vector machine for solving imbalanced dataset problem /
-н: Ismail Mohd. Khairuddin, 1987-, зэрэг
Хэвлэсэн: (2012)

Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach
-н: Ernesto Lee, зэрэг
Хэвлэсэн: (2021-01-01)

Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks
-н: Sikha Bagui, зэрэг
Хэвлэсэн: (2023-03-01)

Support vector machine for solving imbalanced dataset problem [electronic resource] /
-н: Ismail Mohd. Khairuddin, 1987-
Хэвлэсэн: (2012)

Ensemble classifier and resampling for imbalanced multiclass learning
-н: Sainin, Mohd Shamrie, зэрэг
Хэвлэсэн: (2015)

A stacked ensemble approach with resampling techniques for highly effective fraud detection in imbalanced datasets
-н: Idongesit E. Eteng, зэрэг
Хэвлэсэн: (2025-02-01)

Highly Imbalanced Classification of Gout Using Data Resampling and Ensemble Method
-н: Xiaonan Si, зэрэг
Хэвлэсэн: (2024-03-01)

Predicting defects in imbalanced data using resampling methods: an empirical investigation
-н: Ruchika Malhotra, зэрэг
Хэвлэсэн: (2022-04-01)

Effect of data resampling on feature importance in imbalanced blockchain data: comparison studies of resampling techniques
-н: Ismail Alarab, зэрэг
Хэвлэсэн: (2022-06-01)

Fuzzy and smote resampling technique for imbalanced data sets
-н: Zorkeflee, Maisarah, зэрэг
Хэвлэсэн: (2015)

Resampling algorithm for imbalanced data based on their neighbor relationship
-н: Rui-feng LI, зэрэг
Хэвлэсэн: (2021-06-01)

Improving Sentiment Analysis Performance on Imbalanced Moroccan Dialect Datasets Using Resample and Feature Extraction Techniques
-н: Zineb Nassr, зэрэг
Хэвлэсэн: (2025-01-01)

Validation assessments on resampling method in imbalanced binary classification for linear discriminant analysis
-н: Jamaluddin, Ahmad Hakiim, зэрэг
Хэвлэсэн: (2021)

Validation assessments on Resampling Method in Imbalanced Binary Classification for Linear Discriminant Analysis
-н: Jamaluddin, Ahmad Hakiim, зэрэг
Хэвлэсэн: (2021)

VALIDATION ASSESSMENTS ON RESAMPLING METHOD IN IMBALANCED BINARY CLASSIFICATION FOR LINEAR DISCRIMINANT ANALYSIS
-н: Ahmad Hakiim Jamaluddin, зэрэг
Хэвлэсэн: (2020-11-01)

VALIDATION ASSESSMENTS ON RESAMPLING METHOD IN IMBALANCED BINARY CLASSIFICATION FOR LINEAR DISCRIMINANT ANALYSIS
-н: Ahmad Jamaluddin, зэрэг
Хэвлэсэн: (2020-10-01)

Resample-Based Ensemble Framework for Drifting Imbalanced Data Streams
-н: Hang Zhang, зэрэг
Хэвлэсэн: (2019-01-01)

Selecting the Suitable Resampling Strategy for Imbalanced Data Classification Regarding Dataset Properties. An Approach Based on Association Models
-н: Mohamed S. Kraiem, зэрэг
Хэвлэсэн: (2021-09-01)

BALANCED VS IMBALANCED TRAINING DATA: CLASSIFYING RAPIDEYE DATA WITH SUPPORT VECTOR MACHINES
-н: M. Ustuner, зэрэг
Хэвлэсэн: (2016-06-01)

ANALYZING THE IMPACT OF RESAMPLING METHOD FOR IMBALANCED DATA TEXT IN INDONESIAN SCIENTIFIC ARTICLES CATEGORIZATION
-н: Ariani Indrawati, зэрэг
Хэвлэсэн: (2020-12-01)

CCR: A combined cleaning and resampling algorithm for imbalanced data classification
-н: Koziarski Michał, зэрэг
Хэвлэсэн: (2017-12-01)

Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy
-н: Giulia Varotto, зэрэг
Хэвлэсэн: (2021-11-01)

A Novel Ensemble Framework Based on K-Means and Resampling for Imbalanced Data
-н: Huajuan Duan, зэрэг
Хэвлэсэн: (2020-03-01)

Deep Learning-Based Imbalanced Classification With Fuzzy Support Vector Machine
-н: Ke-Fan Wang, зэрэг
Хэвлэсэн: (2022-01-01)

An improved non−comparative classification method for human microRNA gene prediction
-н: Batuwita, R, зэрэг
Хэвлэсэн: (2008)

Knowledge distillation with resampling for imbalanced data classification: Enhancing predictive performance and explainability stability
-н: Kazuki Fujiwara
Хэвлэсэн: (2024-12-01)

Anomalous Propagation Echo Classification of Imbalanced Radar Data with Support Vector Machine
-н: Hansoo Lee, зэрэг
Хэвлэсэн: (2016-01-01)

Increasing Minority Recall Support Vector Machine Model for Imbalanced Data Classification
-н: Chunye Wu, зэрэг
Хэвлэсэн: (2021-01-01)

Machine Learning Model for Imbalanced Cholera Dataset in Tanzania
-н: Judith Leo, зэрэг
Хэвлэсэн: (2019-01-01)

Robust Rescaled Hinge Loss Twin Support Vector Machine for Imbalanced Noisy Classification
-н: Ling-Wei Huang, зэрэг
Хэвлэсэн: (2019-01-01)

Ensemble deep random vector functional link neural net for imbalanced datasets
-н: Soo, Jian Xian
Хэвлэсэн: (2022)

Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data
-н: Sikha S. Bagui, зэрэг
Хэвлэсэн: (2023-10-01)

Using Information on Class Interrelations to Improve Classification of Multiclass Imbalanced Data: A New Resampling Algorithm
-н: Janicka Małgorzata, зэрэг
Хэвлэсэн: (2019-12-01)

Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine model
-н: Liang-Sian Lin, зэрэг
Хэвлэсэн: (2023-09-01)