Search results for "oversampling"

Hits ?▲	Authors	Title	Venue	Year	Link
15	Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang 0006	Annealing Genetic GAN for Minority Oversampling.	CoRR	2020	DBLP BibTeX RDF
15	Michal Koziarski	CSMOUTE: Combined Synthetic Oversampling and Undersampling Technique for Imbalanced Data Classification.	CoRR	2020	DBLP BibTeX RDF
15	Hao Luo, Li Liu	Counterfactual-based minority oversampling for imbalanced classification.	CoRR	2020	DBLP BibTeX RDF
15	Min Qian, Yan-Fu Li	Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification.	CoRR	2020	DBLP BibTeX RDF
15	Hossam Faris, Ruba Abukhurma, Waref Almanaseer, Mohammed Saadeh, Antonio Mora García, Pedro A. Castillo, Ibrahim Aljarah	Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market.	Prog. Artif. Intell.	2020	DBLP DOI BibTeX RDF
15	Csaba Pinter, Timothy Olding, L. John Schreiner, Gabor Fichtinger	Using fuzzy logics to determine optimal oversampling factor for voxelizing 3D surfaces in radiation therapy.	Soft Comput.	2020	DBLP DOI BibTeX RDF
15	Yanfang Yang, Shubin Fu, Eric T. Chung 0001	Online Mixed Multiscale Finite Element Method with Oversampling and Its Applications.	J. Sci. Comput.	2020	DBLP DOI BibTeX RDF
15	Ruonan Ren, Youlong Yang, Liqin Sun	Oversampling technique based on fuzzy representativeness difference for classifying imbalanced data.	Appl. Intell.	2020	DBLP DOI BibTeX RDF
15	X. W. Liang, A. P. Jiang, T. Li, Y. Y. Xue, Guotao Wang	LR-SMOTE - An improved unbalanced data set oversampling based on K-means and SVM.	Knowl. Based Syst.	2020	DBLP DOI BibTeX RDF
15	Jianan Wei, Haisong Huang, Liguo Yao, Yao Hu, Qingsong Fan, Dong Huang	IA-SUWO: An Improving Adaptive semi-unsupervised weighted oversampling for imbalanced classification problems.	Knowl. Based Syst.	2020	DBLP DOI BibTeX RDF
15	Min Li 0020, An Xiong, Lei Wang, Shaobo Deng, Jun Ye	ACO Resampling: Enhancing the performance of oversampling methods for class imbalance classification.	Knowl. Based Syst.	2020	DBLP DOI BibTeX RDF
15	Tuanfei Zhu, Yaping Lin, Yonghe Liu	Improving interpolation-based oversampling for imbalanced data learning.	Knowl. Based Syst.	2020	DBLP DOI BibTeX RDF
15	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
15	Martin Schlüter, Meik Dörpinghaus, Gerhard P. Fettweis	Bounds on Phase, Frequency, and Timing Synchronization in Fully Digital Receivers With 1-bit Quantization and Oversampling.	IEEE Trans. Commun.	2020	DBLP DOI BibTeX RDF
15	Ali Bulut Üçüncü, Emil Björnson, Håkan Johansson, Ali Özgür Yilmaz, Erik G. Larsson	Performance Analysis of Quantized Uplink Massive MIMO-OFDM With Oversampling Under Adjacent Channel Interference.	IEEE Trans. Commun.	2020	DBLP DOI BibTeX RDF
15	Jennifer Hemmerich, Ece Asilar, Gerhard F. Ecker	COVER: conformational oversampling as data augmentation for molecules.	J. Cheminformatics	2020	DBLP DOI BibTeX RDF
15	Shigang Liu, Guanjun Lin, Qing-Long Han, Sheng Wen, Jun Zhang 0010, Yang Xiang 0001	DeepBalance: Deep-Learning and Fuzzy Oversampling for Vulnerability Detection.	IEEE Trans. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
15	Vincent O'Brien, Brendan Mullane	High Order Mismatch Shaping for Low Oversampling Rates.	IEEE Trans. Circuits Syst. II Express Briefs	2020	DBLP DOI BibTeX RDF
15	Bartosz Krawczyk, Michal Koziarski, Michal Wozniak 0001	Radial-Based Oversampling for Multiclass Imbalanced Data Classification.	IEEE Trans. Neural Networks Learn. Syst.	2020	DBLP DOI BibTeX RDF
15	Jiawen Kong, Thiago Rios, Wojtek Kowalczyk, Stefan Menzel, Thomas Bäck	On the Performance of Oversampling Techniques for Class Imbalance Problems.		2020	DOI RDF
15	Anubha Kabra, Ayush Chopra, Nikaash Puri, Pinkesh Badjatiya, Sukriti Verma, Piyush Gupta, Balaji Krishnamurthy	MixBoost: Synthetic Oversampling using Boosted Mixup for Handling Extreme Imbalance.	ICDM	2020	DBLP DOI BibTeX RDF
15	Yiran Liu, Wanjiang Han, Xiaoxiang Wang, Qi Li	Oversampling Algorithm Based on Spatial Distribution of Data Sets for Imbalance Learning.	ICCCS	2020	DBLP DOI BibTeX RDF
15	Jiawen Yan, Weiwen Zhang, Yuxiang Peng	WASSKIL: An Oversampling Method for Fault Detection of Industrial Plants.	SSPS	2020	DBLP DOI BibTeX RDF
15	Haziqah Shamsudin, Umi Kalsom Yusof, Andal Jayalakshmi, Mohd Nor Akmal Khalid	Combining oversampling and undersampling techniques for imbalanced classification: A comparative study using credit card fraudulent transaction dataset.	ICCA	2020	DBLP DOI BibTeX RDF
15	Zhang Xing Zhong, Akotonou J. Michael, Zhao Jie Lun, Dong Hong Yue	Ecg Classification using Machine Learning Techniques and Smote Oversampling Technique.	IPMV	2020	DBLP DOI BibTeX RDF
15	Ruchika Malhotra, Kusum Lata	Improving Software Maintainability Predictions using Data Oversampling and Hybridized Techniques.	CEC	2020	DBLP DOI BibTeX RDF
15	Peter Neuhaus, Meik Dörpinghaus, Hardy Halbauer, Stefan Wesemann, Martin Schlüter, Florian Gast, Gerhard P. Fettweis	Sub-THz Wideband System Employing 1-bit Quantization and Temporal Oversampling.	ICC	2020	DBLP DOI BibTeX RDF
15	Hyunsoo Son, Hyungsik Han, Namshik Kim, Hyuncheol Park	ML Phase Estimation in Flat Fading Channel With 1-Bit Quantization and Time-Oversampling.	ICC	2020	DBLP DOI BibTeX RDF
15	Wayoud Bouzeraib, Afifa Ghenai, Nadia Zeghib	A Multi-Objective Genetic GAN Oversampling: Application to Intelligent Transport Anomaly Detection\.	HPCC/DSS/SmartCity	2020	DBLP DOI BibTeX RDF
15	Diana Marcela V. Melo, Lukas T. N. Landau, Rodrigo C. de Lamare	Zero-Crossing Precoding with Maximum Distance to the Decision Threshold for Channels with 1-Bit Quantization and Oversampling.	ICASSP	2020	DBLP DOI BibTeX RDF
15	Zhichao Shao, Lukas T. N. Landau, Rodrigo C. de Lamare	Dynamic Oversampling in 1-Bit Quantized Asynchronous Large-Scale Multiple-Antenna Systems for Sustainable Iot Networks.	ICASSP	2020	DBLP DOI BibTeX RDF
15	Ayush Tripathi, Rupayan Chakraborty, Sunil Kumar Kopparapu	A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios.	ICPR	2020	DBLP DOI BibTeX RDF
15	Yongxu Liu 0003, Yan Liu	Position-Aware Safe Boundary Interpolation Oversampling.	ICPR	2020	DBLP DOI BibTeX RDF
15	Jalal Ahammad, Nazia Hossain, Mohammad Shafiul Alam	Credit Card Fraud Detection using Data Pre-processing on Imbalanced Data - both Oversampling and Undersampling.	ICCA	2020	DBLP DOI BibTeX RDF
15	Mahbub E. Khoda, Joarder Kamruzzaman, Iqbal Gondal, Tasadduq Imam, Ashfaqur Rahman	Mobile Malware Detection with Imbalanced Data using a Novel Synthetic Oversampling Strategy and Deep Learning.	WiMob	2020	DBLP DOI BibTeX RDF
15	Leandro A. Passos, Danilo S. Jodas, Luiz Carlos Felix Ribeiro, Thierry Pinheiro Moreira, João Paulo Papa	O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection.	CBMS	2020	DBLP DOI BibTeX RDF
15	Martin Schlüter, Meik Dörpinghaus, Gerhard P. Fettweis	NDA Timing Estimation with 1-bit Quantization and Oversampling at the Receiver.	GLOBECOM	2020	DBLP DOI BibTeX RDF
15	Ying Zhou, Jiangang Shu, Xiaoxiong Zhong, Xingsen Huang, Chenguang Luo, Jianwen Ai	Oversampling Algorithm based on Reinforcement Learning in Imbalanced Problems.	GLOBECOM	2020	DBLP DOI BibTeX RDF
15	Rizal Dwi Prayogo, Siti Amatullah Karimah	Optimization of Phishing Website Classification Based on Synthetic Minority Oversampling Technique and Feature Selection.	IWBIS	2020	DBLP DOI BibTeX RDF
15	Rodrigo R. M. de Alencar, Lukas T. N. Landau	Continuous Phase Modulation With Faster-Than-Nyquist Signaling For Channels With 1-Bit Quantization And Oversampling At The Receiver.	ACSSC	2020	DBLP DOI BibTeX RDF
15	Diana Marcela V. Melo, Lukas T. N. Landau, Lucas N. Ribeiro, Martin Haardt	Iterative MMSE Space-Time Zero-Crossing Precoding for Channels With 1-Bit Quantization and Oversampling.	ACSSC	2020	DBLP DOI BibTeX RDF
15	Phung Minh Ngoc, Mamoru Mimura	Oversampling for Detection of Malicious JavaScript in Realistic Environment.	BWCCA	2020	DBLP DOI BibTeX RDF
15	Seunghyun Park, Hyunhee Park	Performance Comparison of Multi-class SVM with Oversampling Methods for Imbalanced Data Classification.	BWCCA	2020	DBLP DOI BibTeX RDF
15	Uzma Batool, Mohd Ibrahim Shapiai, Nordinah Ismail, Hilman Fauzi, Syahrizal Salleh	Oversampling Based on Data Augmentation in Convolutional Neural Network for Silicon Wafer Defect Classification.	SoMeT	2020	DBLP DOI BibTeX RDF
15	Huifang Li 0002, Rui Fan, Qisong Shi	Generative Oversampling and Deep Forest based Minority-class Sensitive Fault Diagnosis Approach.	SMC	2020	DBLP DOI BibTeX RDF
15	Young-Tak Kim, Dong-Kyu Kim, Hakseung Kim, Dong-Joo Kim	A Comparison of Oversampling Methods for Constructing a Prognostic Model in the Patient with Heart Failure.	ICTC	2020	DBLP DOI BibTeX RDF
15	Amelec Viloria, Omar Bonerge Pineda Lezama, Nohora Mercado-Caruzo	Unbalanced data processing using oversampling: Machine Learning.	FNC/MobiSPC	2020	DBLP DOI BibTeX RDF
15	Elisa Leonardelli, Stefano Menini, Sara Tonelli	DH-FBK @ HaSpeeDe2: Italian Hate Speech Detection via Self-Training and Oversampling.	EVALITA	2020	DBLP BibTeX RDF
15	Seunghwan Song, Jun-Geol Baek	New Anomaly Detection in Semiconductor Manufacturing Process using Oversampling Method.	ICAART (2)	2020	DBLP DOI BibTeX RDF
15	Alessio Bernardo, Heitor Murilo Gomes, Jacob Montiel, Bernhard Pfahringer, Albert Bifet, Emanuele Della Valle	C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams.	IEEE BigData	2020	DBLP DOI BibTeX RDF
15	Jungsu Han, Jongsoo Woo, James Won-Ki Hong	Oversampling Techniques for Detecting Bitcoin Illegal Transactions.	APNOMS	2020	DBLP DOI BibTeX RDF
15	Aum Patil, Aman Framewala, Faruk Kazi 0001	Explainability of SMOTE Based Oversampling for Imbalanced Dataset Problems.	ICICT	2020	DBLP DOI BibTeX RDF
15	Lukasz Korycki, Bartosz Krawczyk	Online Oversampling for Sparsely Labeled Imbalanced and Non-Stationary Data Streams.	IJCNN	2020	DBLP DOI BibTeX RDF
15	Jianjun Zhang 0004, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Shuai Zhang 0001, Chris D. Nugent	Minority Oversampling Using Sensitivity.	IJCNN	2020	DBLP DOI BibTeX RDF
15	Nuño Basurto, Michal Wozniak 0001, Carlos Cambra 0001, Álvaro Herrero 0001	Advanced Oversampling for Improved Detection of Software Anomalies in a Robot.	SOCO	2020	DBLP DOI BibTeX RDF
15	Leo Otani, Haruhiko Kaneko	Polar Coding for Oversampling Drift Channel.	ISITA	2020	DBLP BibTeX RDF
15	Ayat Mahmoud, Ayman El-Kilany, Farid Ali, Sherif Mazen	A Novel Oversampling Technique To Handle Imbalanced Datasets.	ECMS	2020	DBLP DOI BibTeX RDF
15	Niko Nevaranta, Teemu Sillanpää	Online Identification of Dynamic Resistance and Inductance in Active Magnetic Bearing Application using Current Oversampling.	ETFA	2020	DBLP DOI BibTeX RDF
15	Jiawen Kong, Thiago Rios, Wojtek Kowalczyk, Stefan Menzel, Thomas Bäck	On the Performance of Oversampling Techniques for Class Imbalance Problems.	PAKDD (2)	2020	DBLP DOI BibTeX RDF
15	Ramiro Daniel Camino, Radu State, Christian A. Hammerschmidt	Oversampling Tabular Data with Deep Generative Models: Is it worth the effort?	ICBINB@NeurIPS	2020	DBLP BibTeX RDF
15	Mahdi Abdollahi, Xiaoying Gao, Yi Mei 0001, Shameek Ghosh, Jinyan Li 0001	A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset.	WI/IAT	2020	DBLP DOI BibTeX RDF
15	Diana Marcela V. Melo, Lukas T. N. Landau, Rodrigo C. de Lamare	Zero-Crossing Precoding with MMSE Criterion for Channels with 1-BIT Quantization and Oversampling.	WSA	2020	DBLP BibTeX RDF
15	Ning Wu, Mingming Xu, Kun Li, Zhe Liu 0007	Removement of Staggered SAR Ambiguity in Low-Oversampling by Deep Learning.	IGARSS	2020	DBLP DOI BibTeX RDF
15	Zi-Xuan Zhou, Yunkai Deng, Wei Wang 0091, Robert Wang 0001, Hang Zou, Da Liang	Challenges and Opportunities for Staggered SAR with Low Oversampling Factors.	IGARSS	2020	DBLP DOI BibTeX RDF
15	Munawara Saiyara Munia, Mehrdad Nourani, Sammy Houari	Biosignal Oversampling Using Wasserstein Generative Adversarial Network.	ICHI	2020	DBLP DOI BibTeX RDF
15	Mohamed Lichouri, Mourad Abbas	Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter.	WANLP@COLING	2020	DBLP BibTeX RDF
15	Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang 0006	Annealing Genetic GAN for Minority Oversampling.	BMVC	2020	DBLP BibTeX RDF
15	Joo-Hyuk Oh, Jae Yeol Hong, Jun-Geol Baek	Oversampling method using outlier detectable generative adversarial network.	Expert Syst. Appl.	2019	DBLP DOI BibTeX RDF
15	Luca Rovere, Andrea Formentini, Pericle Zanchetta	FPGA Implementation of a Novel Oversampling Deadbeat Controller for PMSM Drives.	IEEE Trans. Ind. Electron.	2019	DBLP DOI BibTeX RDF
15	Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad	Deterministic oversampling methods based on SMOTE.	J. Intell. Fuzzy Syst.	2019	DBLP DOI BibTeX RDF
15	Seuk Son, Sigang Ryu, Hwanseok Yeo, Jaeha Kim	A 2 × Blind Oversampling FSE Receiver With Combined Adaptive Equalization and Infinite-Range Timing Recovery.	IEEE J. Solid State Circuits	2019	DBLP DOI BibTeX RDF
15	Sudip Shekhar, Rajesh Inti, James E. Jaussi, Tzu-Chien Hsueh, Bryan Casper	A Low-Power Bidirectional Link With a Direct Data-Sequencing Blind Oversampling CDR.	IEEE J. Solid State Circuits	2019	DBLP DOI BibTeX RDF
15	Andrea Mariani, Andrea Giorgetti, Marco Chiani	On Oversampling-Based Signal Detection - A Pragmatic Approach.	Int. J. Wirel. Inf. Networks	2019	DBLP DOI BibTeX RDF
15	Lourdes Pelayo, Scott Dick	Synthetic minority oversampling for function approximation problems.	Int. J. Intell. Syst.	2019	DBLP DOI BibTeX RDF
15	Dina Elreedy, Amir F. Atiya	A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance.	Inf. Sci.	2019	DBLP DOI BibTeX RDF
15	Chunkai Zhang, Ying Zhou, Yepeng Deng	VCOS: A Novel Synergistic Oversampling Algorithm in Binary Imbalance Classification.	IEEE Access	2019	DBLP DOI BibTeX RDF
15	Abdulaziz Alhoshany, Khaled N. Salama	A Precision, Energy-Efficient, Oversampling, Noise-Shaping Differential SAR Capacitance-to-Digital Converter.	IEEE Trans. Instrum. Meas.	2019	DBLP DOI BibTeX RDF
15	Payel Sadhukhan, Sarbani Palit	Reverse-nearest neighborhood based oversampling for imbalanced, multi-label datasets.	Pattern Recognit. Lett.	2019	DBLP DOI BibTeX RDF
15	Young-geun Kim, Yongchan Kwon, Myunghee Cho Paik	Valid oversampling schemes to handle imbalance.	Pattern Recognit. Lett.	2019	DBLP DOI BibTeX RDF
15	Adaleta Gicic, Abdulhamit Subasi	Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers.	Expert Syst. J. Knowl. Eng.	2019	DBLP DOI BibTeX RDF
15	Yuan-Ting Yan, Zeng Bao Wu, Xiuquan Du, Jie Chen 0025, Shu Zhao, Yanping Zhang	A three-way decision ensemble method for imbalanced data oversampling.	Int. J. Approx. Reason.	2019	DBLP DOI BibTeX RDF
15	Ruchika Malhotra, Shine Kamal	An empirical study to investigate oversampling methods for improving software defect prediction using imbalanced data.	Neurocomputing	2019	DBLP DOI BibTeX RDF
15	Michal Koziarski, Bartosz Krawczyk, Michal Wozniak 0001	Radial-Based oversampling for noisy imbalanced data classification.	Neurocomputing	2019	DBLP DOI BibTeX RDF
15	György Kovács 0002	Smote-variants: A python implementation of 85 minority oversampling techniques.	Neurocomputing	2019	DBLP DOI BibTeX RDF
15	Kai Wang 0024, Junghui Chen, Zhihuan Song	Performance Analysis of Dynamic PCA for Closed-Loop Process Monitoring and Its Improvement by Output Oversampling Scheme.	IEEE Trans. Control. Syst. Technol.	2019	DBLP DOI BibTeX RDF
15	Xiaoying Wang, Bin Yu 0007, Anjun Ma, Cheng Chen, Bingqiang Liu, Qin Ma 0003	Protein-protein interaction sites prediction by ensemble random forests with synthetic minority oversampling technique.	Bioinform.	2019	DBLP DOI BibTeX RDF
15	Anjana Gosain, Anju Saha, Deepika Singh	Measuring harmfulness of class imbalance by data complexity measures in oversampling methods.	Int. J. Intell. Eng. Informatics	2019	DBLP DOI BibTeX RDF
15	Rodrigo R. M. de Alencar, Lukas T. N. Landau, Rodrigo C. de Lamare	Continuous Phase Modulation With 1-Bit Quantization and Oversampling Using Iterative Detection and Decoding.	CoRR	2019	DBLP BibTeX RDF
15	Pratik Ratadiya, Rahul Moorthy	Spam filtering on forums: A synthetic oversampling based approach for imbalanced data classification.	CoRR	2019	DBLP BibTeX RDF
15	Diana Marcela V. Melo, Lukas T. N. Landau, Rodrigo C. de Lamare	Zero-Crossing Precoding With Maximum Distance to the Decision Threshold for Channels With 1-Bit Quantization and Oversampling.	CoRR	2019	DBLP BibTeX RDF
15	Rui Deng, Jing Zhou 0001, Wenyi Zhang 0001	Bandlimited Communication With One-Bit Quantization and Oversampling: Transceiver Design and Performance Evaluation.	CoRR	2019	DBLP BibTeX RDF
15	Vishwa Karia, Wenhao Zhang, Arash Naeim, Ramin Ramezani	GenSample: A Genetic Algorithm for Oversampling in Imbalanced Datasets.	CoRR	2019	DBLP BibTeX RDF
15	Sankha Subhra Mullick, Shounak Datta, Swagatam Das	Generative Adversarial Minority Oversampling.	CoRR	2019	DBLP BibTeX RDF
15	Rodrigo R. M. de Alencar, Lukas T. N. Landau	Continuous Phase Modulation With Faster-than-Nyquist Signaling for Channels With 1-bit Quantization and Oversampling at the Receiver.	CoRR	2019	DBLP BibTeX RDF
15	Ivo Babuska, Robert Lipton 0001, Paul Sinz, Michael Stuebner	Multiscale-Spectral GFEM and Optimal Oversampling.	CoRR	2019	DBLP BibTeX RDF
15	Jefferson L. P. Lima, David Macêdo, Cleber Zanchettin	Heartbeat Anomaly Detection using Adversarial Oversampling.	CoRR	2019	DBLP BibTeX RDF
15	Saptarshi Bej, Narek Davtyan, Markus Wolfien, Mariam Nassar, Olaf Wolkenhauer	LoRAS: An oversampling approach for imbalanced datasets.	CoRR	2019	DBLP BibTeX RDF
15	Wenhao Zhang, Ramin Ramezani, Arash Naeim	WOTBoost: Weighted Oversampling Technique in Boosting for imbalanced learning.	CoRR	2019	DBLP BibTeX RDF
15	Bin Liu 0058, Grigorios Tsoumakas	Synthetic Oversampling of Multi-Label Data based on Local Label Distribution.	CoRR	2019	DBLP BibTeX RDF
15	Zhichao Shao, Lukas Landau, Rodrigo C. de Lamare	Study of Channel Estimation with Oversampling for 1-bit Large-Scale MIMO Systems.	CoRR	2019	DBLP BibTeX RDF