Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
149 | Chumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap |
Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem. |
PAKDD |
2009 |
DBLP DOI BibTeX RDF |
Class Imbalanced Problem, Safe Level, Over-sampling, SMOTE |
111 | T. Maruthi Padmaja, Narendra Dhulipalla, P. Radha Krishna 0001, Raju S. Bapi, Arijit Laha |
An Unbalanced Data Classification Model Using Hybrid Sampling Technique for Fraud Detection. |
PReMI |
2007 |
DBLP DOI BibTeX RDF |
Hybrid Sampling and Data Mining, Fraud detection, VDM, SMOTE |
100 | He-Yong Wang |
Combination approach of SMOTE and biased-SVM for imbalanced datasets. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
80 | Hui Han, Wenyuan Wang, Binghuan Mao |
Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning. |
ICIC (1) |
2005 |
DBLP DOI BibTeX RDF |
|
70 | Cristiane Neri Nobre, José Miguel Ortega, Antônio de Pádua Braga |
High Efficiency on Prediction of Translation Initiation Site (TIS) of RefSeq Sequences. |
BSB |
2007 |
DBLP DOI BibTeX RDF |
Support Vector Machine, Imbalanced Data, Translation Initiation Site, Smote |
70 | Tasadduq Imam, Kai Ming Ting, Joarder Kamruzzaman |
z-SVM: An SVM for Improved Classification of Imbalanced Data. |
Australian Conference on Artificial Intelligence |
2006 |
DBLP DOI BibTeX RDF |
z-SVM, support vector machine, class imbalance, SMOTE |
62 | Jerzy Stefanowski, Szymon Wilk |
Selective Pre-processing of Imbalanced Data for Improving Classification Performance. |
DaWaK |
2008 |
DBLP DOI BibTeX RDF |
|
62 | Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard |
A study of the behavior of several methods for balancing machine learning training data. |
SIGKDD Explor. |
2004 |
DBLP DOI BibTeX RDF |
|
49 | Qiong Gu, Zhihua Cai, Li Zhu |
Classification of Imbalanced Data Sets by Using the Hybrid Re-sampling Algorithm Based on Isomap. |
ISICA |
2009 |
DBLP DOI BibTeX RDF |
NCR, re-sampling, Isomap, Imbalanced data set, Smote |
41 | Shuo Wang 0005, Xin Yao 0001 |
Diversity analysis on imbalanced data sets by using ensemble models. |
CIDM |
2009 |
DBLP DOI BibTeX RDF |
|
41 | Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard |
Learning with Class Skews and Small Disjuncts. |
SBIA |
2004 |
DBLP DOI BibTeX RDF |
|
41 | Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer |
SMOTEBoost: Improving Prediction of the Minority Class in Boosting. |
PKDD |
2003 |
DBLP DOI BibTeX RDF |
|
35 | Pengfei Sun, Zhiping Wang, Liyan Jia, Zhaohui Xu |
SMOTE-kTLNN: A hybrid re-sampling method based on SMOTE and a two-layer nearest neighbor classifier. |
Expert Syst. Appl. |
2024 |
DBLP DOI BibTeX RDF |
|
35 | Karim El Moutaouakil, Mouhamed Roudani, Abdellatif el Ouissari |
Optimal Entropy Genetic Fuzzy-C-Means SMOTE (OEGFCM-SMOTE). |
Knowl. Based Syst. |
2023 |
DBLP DOI BibTeX RDF |
|
35 | Rahmat Izwan Heroza, John Q. Gan, Haider Raza |
SIA-SMOTE: A SMOTE-Based Oversampling Method with Better Interpolation on High-Dimensional Data by Using a Siamese Network. |
IWANN (1) |
2023 |
DBLP DOI BibTeX RDF |
|
35 | Ang Li, Tingting Ma, Sen Ye, Xunyun Liu |
SMOTE-IF: A Novel Resampling Method Based on SMOTE Using Isolation Forest Variants for Multi-Class Imbalanced Data. |
iThings/GreenCom/CPSCom/SmartData/Cybermatics |
2023 |
DBLP DOI BibTeX RDF |
|
35 | Aimin Zhang, Hualong Yu, Zhangjun Huan, Xibei Yang, Shang Zheng, Shang Gao 0001 |
SMOTE-RkNN: A hybrid re-sampling method based on SMOTE and reverse k-nearest neighbors. |
Inf. Sci. |
2022 |
DBLP DOI BibTeX RDF |
|
35 | Qiong Chen, Zhong-Liang Zhang, Wenpo Huang, Jian Wu, Xing-Gang Luo |
PF-SMOTE: A novel parameter-free SMOTE for imbalanced datasets. |
Neurocomputing |
2022 |
DBLP DOI BibTeX RDF |
|
35 | Ahmed Arafa, Nawal A. El-Fishawy, Mohamed Alfateh Badawy, Marwa Radad |
RN-SMOTE: Reduced Noise SMOTE based on DBSCAN for enhancing imbalanced data classification. |
J. King Saud Univ. Comput. Inf. Sci. |
2022 |
DBLP DOI BibTeX RDF |
|
35 | Yotam Elor, Hadar Averbuch-Elor |
To SMOTE, or not to SMOTE? |
CoRR |
2022 |
DBLP BibTeX RDF |
|
35 | Mario Juez-Gil, Álvar Arnaiz-González, Juan José Rodríguez, Carlos López Nozal, César García-Osorio |
Approx-SMOTE: Fast SMOTE for Big Data on Apache Spark. |
Neurocomputing |
2021 |
DBLP DOI BibTeX RDF |
|
35 | Mimi Mukherjee, Matloob Khushi |
SMOTE-ENC: A novel SMOTE-based method to generate synthetic data for nominal and continuous features. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
35 | Hongjiao Guan, Bin Ma 0003, Yingtao Zhang, Xianglong Tang |
ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data. |
ACML |
2021 |
DBLP BibTeX RDF |
|
35 | Alessio Bernardo, Emanuele Della Valle |
SMOTE-OB: Combining SMOTE and Online Bagging for Continuous Rebalancing of Evolving Data Streams. |
IEEE BigData |
2021 |
DBLP DOI BibTeX RDF |
|
35 | Xin Wang, Yue Yang, Mingsong Chen, Qin Wang, Qin Qin, Hua Jiang, Huijiao Wang |
AGNES-SMOTE: An Oversampling Algorithm Based on Hierarchical Clustering and Improved SMOTE. |
Sci. Program. |
2020 |
DBLP DOI BibTeX RDF |
|
35 | Georgios Douzas, Fernando Bação |
Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE. |
Inf. Sci. |
2019 |
DBLP DOI BibTeX RDF |
|
35 | Ahmed Saad Hussein, Tianrui Li 0001, Chubato Wondaferaw Yohannese, Kamal Bashir |
A-SMOTE: A New Preprocessing Approach for Highly Imbalanced Datasets by Improving SMOTE. |
Int. J. Comput. Intell. Syst. |
2019 |
DBLP DOI BibTeX RDF |
|
35 | Georgios Douzas, Fernando Bação |
Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE. |
CoRR |
2017 |
DBLP BibTeX RDF |
|
35 | Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad |
SMOTE-D a Deterministic Version of SMOTE. |
MCPR |
2016 |
DBLP DOI BibTeX RDF |
|
35 | Enislay Ramentol, Yaile Caballero, Rafael Bello 0001, Francisco Herrera |
SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory. |
Knowl. Inf. Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
21 | Yuxin Peng, Jia Yao |
AdaOUBoost: adaptive over-sampling and under-sampling to boost the concept learning in large scale imbalanced data sets. |
Multimedia Information Retrieval |
2010 |
DBLP DOI BibTeX RDF |
adaouboost, concept annotation, large scale, class-imbalance learning |
21 | M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Alberto Fernández 0001, María José del Jesus, Francisco Herrera |
A Preliminar Analysis of CO2RBFN in Imbalanced Problems. |
IWANN (1) |
2009 |
DBLP DOI BibTeX RDF |
Genetic Algorithms, Neural Networks, Radial Basis Functions, Imbalanced Data-Sets |
21 | Fernando Vilariño, Panagiota Spyridonos, Jordi Vitrià, Petia Radeva |
Experiments with SVM and Stratified Sampling with an Imbalanced Problem: Detection of Intestinal Contractions. |
ICAPR (2) |
2005 |
DBLP DOI BibTeX RDF |
|
21 | Rehan Akbani, Stephen Kwek, Nathalie Japkowicz |
Applying Support Vector Machines to Imbalanced Datasets. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
18 | Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu |
Feature-level SMOTE: Augmenting fault samples in learnable feature space for imbalanced fault diagnosis of gas turbines. |
Expert Syst. Appl. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Xiwen Qin, Siqi Zhang, Xiaogang Dong, Hongyu Shi, Liping Yuan |
Classification of high-dimensional imbalanced biomedical data based on spectral clustering SMOTE and marine predators algorithm. |
J. Intell. Fuzzy Syst. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Gan Liu, Guirong Qi, Sanyu Wan |
Imbalance data: The application of RUS FCM K-RBFNN Smote with XGBoost in the elderly well-being identification. |
J. Intell. Fuzzy Syst. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Susana Limanto, Joko Lianto Buliali, Ahmad Saikhu |
GLoW SMOTE-D: Oversampling Technique to Improve Prediction Model Performance of Students Failure in Courses. |
IEEE Access |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Bounab Rayene, Karim Zarour, Bouchra Guelib, Nawres Khlifa |
Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN. |
IEEE Access |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Rahul Dasharath Gavas, Monidipa Das, Soumya K. Ghosh 0001, Arpan Pal 0001 |
Spatial-SMOTE for handling imbalance in spatial regression tasks. |
Multim. Tools Appl. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Mert Yilmaz Çakir, Yahya Sirin |
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE. |
Knowl. Inf. Syst. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Hayat Sahlaoui, El Arbi Abdellaoui Alaoui, Said Agoujil, Anand Nayyar |
An empirical assessment of smote variants techniques and interpretation methods in improving the accuracy and the interpretability of student performance models. |
Educ. Inf. Technol. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Shen Yan, Ziyan Zhao, Shixin Liu, Mengchu Zhou |
BO-SMOTE: A Novel Bayesian-Optimization-Based Synthetic Minority Oversampling Technique. |
IEEE Trans. Syst. Man Cybern. Syst. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Tajul Miftahushudur, Bruce Grieve, Hujun Yin |
Permuted KPCA and SMOTE to Guide GAN-Based Oversampling for Imbalanced HSI Classification. |
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie, Pravat Dash |
A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE). |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Lingyun Zhong |
Confronting Discrimination in Classification: Smote Based on Marginalized Minorities in the Kernel Space for Imbalanced Data. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Abdoulaye Sakho, Erwan Scornet, Emmanuel Malherbe |
Theoretical and experimental study of SMOTE: limitations and comparisons of rebalancing strategies. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Rama Ranjan Panda, Naresh Kumar Nagwani |
Software bug severity and priority prediction using SMOTE and intuitionistic fuzzy similarity measure. |
Appl. Soft Comput. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Jiaqi Guo, Haiyan Wu, Xiaolei Chen, Weiguo Lin |
Adaptive SV-Borderline SMOTE-SVM algorithm for imbalanced data classification. |
Appl. Soft Comput. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Complexity |
Retracted: Big Data Analytics for Complex Credit Risk Assessment of Network Lending Based on SMOTE Algorithm. |
Complex. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Jun Dou, Guoliang Wei, Yan Song 0002, Dihao Zhou, Ming Li |
Switching Triple-Weight-SMOTE in Empirical Feature Space for Imbalanced and Incomplete Data. |
IEEE Trans Autom. Sci. Eng. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | R. Nithya, T. Kokilavani, T. Lucia Agnes Beena |
Balancing cerebrovascular disease data with integrated ensemble learning and SVM-SMOTE. |
Netw. Model. Anal. Health Informatics Bioinform. |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Nada Boudegzdame, Karima Sedki, Rosy Tspora, Jean-Baptiste Lamy |
SMOTE: Are We Learning to Classify or to Detect Synthetic Data? |
ICAART (3) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Bathini Sai Akash, Vikram Singh 0005, Aneesh Krishna, Lalita Bhanu Murthy Neti, Lov Kumar |
Investigating BERT Layer Performance and SMOTE Through MLP-Driven Ablation on Gittercom. |
AINA (2) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Akira Imakura, Masateru Kihira, Yukihiko Okada, Tetsuya Sakurai |
Another use of SMOTE for interpretable data collaboration analysis. |
Expert Syst. Appl. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Ritika Kumari, Jaspreeti Singh, Anjana Gosain |
SmS: SMOTE-stacked hybrid model for diagnosis of polycystic ovary syndrome using feature selection method. |
Expert Syst. Appl. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | João Fonseca, Fernando Bação |
Geometric SMOTE for imbalanced datasets with nominal and continuous features. |
Expert Syst. Appl. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Tanapol Kosolwattana, Chenang Liu, Renjie Hu, Shizhong Han, Hua Chen, Ying Lin |
A self-inspected adaptive SMOTE algorithm (SASMOTE) for highly imbalanced data classification in healthcare. |
BioData Min. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Anuja Bokhare, Aarti Bhagat, Raj Bhalodia |
Multi-layer Perceptron for Heart Failure Detection Using SMOTE Technique. |
SN Comput. Sci. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Kuljeet Singh, Amit Mahajan, Vibhakar Mansotra |
Hybrid CNN-LSTM model combined with feature selection and SMOTE for detection of network attacks. |
Int. J. Sens. Networks |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Ganjar Alfian, Muhammad Syafrudin, Norma Latif Fitriyani, Sahirul Alam, Dinar Nugroho Pratomo, Lukman Subekti, Muhammad Qois Huzyan Octava, Ninis Dyah Yulianingsih, Fransiskus Tatas Dwi Atmaji, Filip Benes |
Utilizing Random Forest with iForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags. |
Future Internet |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Carlos A. Ferrer, Efren Aragón |
Note on "A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance". |
Inf. Sci. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Wei Wang, Fen Liu |
ADDPC-SMOTE: An Oversampling Algorithm Based on Density Difference Peak Clustering and Spatial Distribution Entropy. |
IEEE Access |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Nidhi Sinha, M. A. Ganesh Kumar, Amit Mahesh Joshi, Linga Reddy Cenkeramaddi |
DASMcC: Data Augmented SMOTE Multi-Class Classifier for Prediction of Cardiovascular Diseases Using Time Series Features. |
IEEE Access |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Yikun Zhu, Yanrong Hu, Qingyang Liu, Hongjiu Liu, Chunxin Ma, Jianxin Yin |
A Hybrid Approach for Predicting Corporate Financial Risk: Integrating SMOTE-ENN and NGBoost. |
IEEE Access |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Muhammad Irfan 0008, Zohaib Mushtaq, Nabeel Ahmed Khan, Salim Nasar Faraj Mursal, Saifur Rahman, Muawia Abdelkafi Magzoub, Muhammad Armghan Latif, Faisal AlThobiani, Imran Khan Yousufzai, Ghulam Abbas 0001 |
A Scalo Gram-Based CNN Ensemble Method With Density-Aware SMOTE Oversampling for Improving Bearing Fault Diagnosis. |
IEEE Access |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Yuan Bao, Sibo Yang |
Two Novel SMOTE Methods for Solving Imbalanced Classification Problems. |
IEEE Access |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Chao Chen, Wei Shen, Chenhao Yang, Wei Fan 0008, Xin Liu, Ying Li |
A New Safe-Level Enabled Borderline-SMOTE for Condition Recognition of Imbalanced Dataset. |
IEEE Trans. Instrum. Meas. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Suja A. Alex, J. Jesu Vedha Nayahi |
Classification of Imbalanced Data Using SMOTE and AutoEncoder Based Deep Convolutional Neural Network. |
Int. J. Uncertain. Fuzziness Knowl. Based Syst. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | B. Kalaiselvi, B. Karthik, A. Kumaravel, T. Vijayan |
Predicting Level Measurements by Supervised Learning Based on Gabor and Smote Filters: An Industrial Non-Interacting Tanks Scenario. |
Int. J. Uncertain. Fuzziness Knowl. Based Syst. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Changkun Jiang, Weipeng Lv, Jianqiang Li 0001 |
Protein-Protein Interaction Sites Prediction Using Batch Normalization Based CNNs and Oversampling Method Borderline-SMOTE. |
IEEE ACM Trans. Comput. Biol. Bioinform. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Nasraldeen Alnor Adam Khleel, Károly Nehéz |
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method. |
J. Intell. Inf. Syst. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Eman Ismail, Walaa K. Gad, Mohamed Hashem |
A hybrid Stacking-SMOTE model for optimizing the prediction of autistic genes. |
BMC Bioinform. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Winoto Chandra, Bambang Suprihatin, Yulia Resti |
Median-KNN Regressor-SMOTE-Tomek Links for Handling Missing and Imbalanced Data in Air Quality Prediction. |
Symmetry |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Winston Wang, Tun-Wen Pai |
Enhancing Small Tabular Clinical Trial Dataset through Hybrid Data Augmentation: Combining SMOTE and WCGAN-GP. |
Data |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu |
Deep attention SMOTE: Data augmentation with a learnable interpolation factor for imbalanced anomaly detection of gas turbines. |
Comput. Ind. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Fake Ma, Huwei Li |
Online painting image clustering for the mental health of college art students based on improved CNN and SMOTE. |
PeerJ Comput. Sci. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Biao Zhang, Xinyan Dong, Yuwei Hu, Xuchu Jiang, Gongchi Li |
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model. |
PeerJ Comput. Sci. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Tarid Wongvorachan, Surina He, Okan Bulut |
A Comparison of Undersampling, Oversampling, and SMOTE Methods for Dealing with Imbalanced Classification in Educational Data Mining. |
Inf. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Gregorius Ryan, Pricillia Katarina, Derwin Suhartono |
MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences. |
Inf. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Huosong Xia, Wuyue An, Zuopeng Justin Zhang |
Credit Risk Models for Financial Fraud Detection: A New Outlier Feature Analysis Method of XGBoost With SMOTE. |
J. Database Manag. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Zhenya Wang, Tao Liu, Xing Wu 0003, Chang Liu 0067 |
A diagnosis method for imbalanced bearing data based on improved SMOTE model combined with CNN-AM. |
J. Comput. Des. Eng. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Shobha Aswal, Neelu Jyothi Ahuja, Ritika Mehra |
Feature Selection Method Based on Honeybee-SMOTE for Medical Data Classification. |
Informatica (Slovenia) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam |
Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data. |
Comput. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Nur Athirah Azhar, Muhammad Syafiq Mohd Pozi, Aniza Mohamed Din, Adam Jatowt |
An Investigation of SMOTE Based Methods for Imbalanced Datasets With Data Complexity Analysis. |
IEEE Trans. Knowl. Data Eng. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Elham Nasarian, Danial Sharifrazi, Saman Mohsenirad, Kwok Tsui, Roohallah Alizadehsani |
AI Framework for Early Diagnosis of Coronary Artery Disease: An Integration of Borderline SMOTE, Autoencoders and Convolutional Neural Networks Approach. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Hanif Tayarani, Trisha V. Ramadoss, Vaishnavi Karanam, Gil Tal, Christopher Nitta |
Forecasting Battery Electric Vehicle Charging Behavior: A Deep Learning Approach Equipped with Micro-Clustering and SMOTE Techniques. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Yumnah Hasan, Fatemeh Amerehi, Patrick Healy, Conor Ryan |
STEM Rebalance: A Novel Approach for Tackling Imbalanced Datasets using SMOTE, Edited Nearest Neighbour, and Mixup. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Wei-Chao Cheng, Tan-Ha Mai, Hsuan-Tien Lin |
From SMOTE to Mixup for Deep Imbalanced Classification. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Muhammad Wasim Nawaz, Rashid Munawar, Ahsan Mehmood, Muhammad Mahboob Ur Rahman, Qammer H. Abbasi |
Multi-class Network Intrusion Detection with Class Imbalance via LSTM & SMOTE. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Jungryeol Park, Sundong Kwon, Seon-Phil Jeong |
A study on improving turnover intention forecasting by solving imbalanced data problems: focusing on SMOTE and generative adversarial networks. |
J. Big Data |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Taiwo O. Olaleye, Adebayo Abayomi-Alli, A. Kayode Adesemowo, Oluwasefunmi 'Tale Arogundade, Sanjay Misra, Utku Kose |
SCLAVOEM: hyper parameter optimization approach to predictive modelling of COVID-19 infodemic tweets using smote and classifier vote ensemble. |
Soft Comput. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Anjali Kuruvilla, B. Jayanthi |
Random forest with SMOTE and ensemble feature selection for cervical cancer diagnosis. |
Int. J. Comput. Biol. Drug Des. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Saravanan Parthasarathy, Arun Raj Lakshminarayanan |
BS-SC Model: A Novel Method for Predicting Child Abuse Using Borderline-SMOTE Enabled Stacking Classifier. |
Comput. Syst. Sci. Eng. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Xin Pei, Fei Mei, Jiaqi Gu |
The real-time state identification of the electricity-heat system based on Borderline-SMOTE and XGBoost. |
IET Cyper-Phys. Syst.: Theory & Appl. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Syarifah Noor Syakiylla Sayed Daud, Rubita Sudirman, Tee Wee Shing |
Safe-level SMOTE method for handling the class imbalanced problem in electroencephalography dataset of adult anxious state. |
Biomed. Signal Process. Control. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Hongjiao Guan, Long Zhao 0002, Xiangjun Dong 0001, Chuan Chen |
Extended natural neighborhood for SMOTE and its variants in imbalanced classification. |
Eng. Appl. Artif. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Faleh Alshameri, Ran Xia |
Credit card fraud detection: an evaluation of SMOTE resampling and machine learning model performance. |
Int. J. Bus. Intell. Data Min. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Hongfang Zhou, Zongling Wu, Ningning Xu, Hao Xiao |
PDR-SMOTE: an imbalanced data processing method based on data region partition and K nearest neighbors. |
Int. J. Mach. Learn. Cybern. |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Qianqian Cai, Yong Sun, Youpeng Huang, Jingming Zhao, Jingru Li, Shiqi Yi |
Malfunction diagnosis of main station of power metering system using LSTM-ResNet with SMOTE method. |
J. Comput. Methods Sci. Eng. |
2023 |
DBLP DOI BibTeX RDF |
|