Search results for "Under-sampling"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Frédéric Mazenc, Michael Malisoff	Continuous Discrete Sequential Observers for Time-Varying Systems Under Sampling and Input Delays.	IEEE Trans. Autom. Control.	2020	DBLP DOI BibTeX RDF
10	Cagla Deniz Bahadir, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu	Deep-Learning-Based Optimization of the Under-Sampling Pattern in MRI.	IEEE Trans. Computational Imaging	2020	DBLP DOI BibTeX RDF
10	Jinwei Zhang, Hang Zhang 0010, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang 0028	Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI.	CoRR	2020	DBLP BibTeX RDF
10	Gillala Rekha, Vuyyuru Krishna Reddy, Amit Kumar Tyagi	Critical Instances Removal based Under-Sampling (CIRUS): A solution for class imbalance problem.	Int. J. Hybrid Intell. Syst.	2020	DBLP DOI BibTeX RDF
10	Tianyu Liu, Xiubin Zhu, Witold Pedrycz, Zhiwu Li 0001	A design of information granule-based under-sampling method in imbalanced data classification.	Soft Comput.	2020	DBLP DOI BibTeX RDF
10	K. Nitalaksheswara Rao, Ch. Satyananda Reddy	A novel under sampling strategy for efficient software defect analysis of skewed distributed data.	Evol. Syst.	2020	DBLP DOI BibTeX RDF
10	Jürgen Lerner, Alessandro Lomi	Reliability of relational event model estimates under sampling: How to fit a relational event model to 360 million dyadic events.	Netw. Sci.	2020	DBLP DOI BibTeX RDF
10	Kyosuke Sumiyoshi, Yukoh Wakabayashi, Nobutaka Ono	Dynamic synchronous averaging for enhancement of periodic signal under sampling frequency variation.	APSIPA	2020	DBLP BibTeX RDF
10	Tomer Weiss 0002, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein	Joint Learning of Cartesian under Sampling Andre Construction for Accelerated MRI.	ICASSP	2020	DBLP DOI BibTeX RDF
10	Sergio A. Cortez, Christian Flores Vega, Javier Andreu-Perez	Under-sampling and Classification of P300 Single-Trials using Self-Organized Maps and Deep Neural Networks for a Speller BCI.	SMC	2020	DBLP DOI BibTeX RDF
10	Jinqiang He, Yongli Liao, Dengjie Zhu, Xujuan Fan, Xiancong Zhang	An Under-Sampling Method of Unbalanced Data Classification Based on Support Vector.	HCC	2020	DBLP DOI BibTeX RDF
10	Jinwei Zhang, Hang Zhang 0010, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang 0028	Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI.	MLMIR@MICCAI	2020	DBLP DOI BibTeX RDF
10	Sergio A. Cortez, Christian Flores Vega, Javier Andreu-Perez	Improving Speller BCI performance using a cluster-based under-sampling method.	SSCI	2020	DBLP DOI BibTeX RDF
10	Angélica Guzmán Ponce, Rosa Maria Valdovinos, J. Salvador Sánchez 0001	A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data.	HAIS	2020	DBLP DOI BibTeX RDF
10	Ayush Agarwal, Aneesh Sreevallabh Chivukula, Monowar H. Bhuyan, Tony Jan, Bhuva Narayan, Mukesh Prasad	Identification and Classification of Cyberbullying Posts: A Recurrent Neural Network Approach Using Under-Sampling and Class Weighting.	ICONIP (5)	2020	DBLP DOI BibTeX RDF
10	Zina Zuhair Raof Al-Shamaa	Under-sampling models to improve classification of rare class in imbalanced dataset (Dengesiz veri kümesinde nadir sınıfın sınıflandırılmasını geliştirmek için alt örnekleme modelleri)		2020	RDF
10	Chih-Fong Tsai, Wei-Chao Lin, Ya-Han Hu, Guan-Ting Yao	Under-sampling class imbalanced datasets by combining clustering analysis and instance selection.	Inf. Sci.	2019	DBLP DOI BibTeX RDF
10	Mattia Mattioni, Salvatore Monaco, Dorothée Normand-Cyrot	Feedforwarding Under Sampling.	IEEE Trans. Autom. Control.	2019	DBLP DOI BibTeX RDF
10	Cagla Deniz Bahadir, Adrian V. Dalca, Mert R. Sabuncu	Learning-based Optimization of the Under-sampling Pattern in MRI.	CoRR	2019	DBLP BibTeX RDF
10	Jürgen Lerner, Alessandro Lomi	Reliability of relational event model estimates under sampling: how to fit a relational event model to 360 million dyadic events.	CoRR	2019	DBLP BibTeX RDF
10	Steffen Rendle	Evaluation Metrics for Item Recommendation under Sampling.	CoRR	2019	DBLP BibTeX RDF
10	Qian Cui, Kai Shuang	Joint SCMA and waveform optimisation for WPDM-based logging cable telemetry systems under sampling clock offset.	IET Commun.	2019	DBLP DOI BibTeX RDF
10	Xu Jin, Lei Wang, Guozi Sun, Huakang Li	一种基于质心空间的不均衡数据欠采样方法 (Under-sampling Method for Unbalanced Data Based on Centroid Space).	计算机科学	2019	DBLP DOI BibTeX RDF
10	Shouta Kanno, Takeshi Imaike, Akihito Otani	Measurement and Evaluation Method based on Under-sampling of High-Frequency Wide-Band Radio Signal.	I2MTC	2019	DBLP DOI BibTeX RDF
10	Md. Yasir Arafat, Sabera Hoque, Shuxiang Xu, Dewan Md. Farid	An Under-Sampling Method with Support Vectors in Multi-class Imbalanced Data Classification.	SKIMA	2019	DBLP DOI BibTeX RDF
10	Atif Hassan, Rohini Banerjee, Pabitra Mitra, Pralay Mitra	Cluster-Based Relative Outlier Under-Sampling Technique.	ICDM	2019	DBLP BibTeX RDF
10	Gillala Rekha, Amit Kumar Tyagi	Cluster-Based Under-Sampling Using Farthest Neighbour Technique for Imbalanced Datasets.	IBICA	2019	DBLP DOI BibTeX RDF
10	Yohan Joo, Jongpil Jeong	Under Sampling Adaboosting Shapelet Transformation for Time Series Feature Extraction.	ICCSA (6)	2019	DBLP DOI BibTeX RDF
10	Cagla Deniz Bahadir, Adrian V. Dalca, Mert R. Sabuncu	Learning-Based Optimization of the Under-Sampling Pattern in MRI.	IPMI	2019	DBLP DOI BibTeX RDF
10	Xuan Tho Dang, Duong Hung Bui, Thi Hong Nguyen, Tran Quoc Vinh Nguyen, Dang Hung Tran	Prediction of Autism-Related Genes Using a New Clustering-Based Under-Sampling Method.	KSE	2019	DBLP DOI BibTeX RDF
10	Akira Karasawa, Yuya Yokota, Masanobu Shibata, Makoto Matsuki, Hiroaki Fujihara, Shohei Nakamura, Yukihiro Kankaku, Takeshi Motohka, Shinichi Suzuki	Under Sampling Technique for Downsizing in ALOS-4.	IGARSS	2019	DBLP DOI BibTeX RDF
10	Lu Cao, Hong Shen 0001	Imbalanced Data Classification Using Improved Clustering Algorithm and Under-Sampling Method.	PDCAT	2019	DBLP DOI BibTeX RDF
10	Yohan Joo, Jongpil Jeong, Sangmin Bae	Under Sampling Bagging Shapelet Transformation for Hydraulic System.	COINS	2019	DBLP DOI BibTeX RDF
10	Huaping Guo, Jun Zhou, Chang-an Wu, Wei She, Mingliang Xu	Ensemble based on feature projection and under-sampling for imbalanced learning.	Intell. Data Anal.	2018	DBLP DOI BibTeX RDF
10	Xiao-Yong Lu, Mu-Sheng Chen, Jheng-Long Wu, Pei-Chann Chang, Meng-Hui Chen	A novel ensemble decision tree based on under-sampling and clonal selection for web spam detection.	Pattern Anal. Appl.	2018	DBLP DOI BibTeX RDF
10	Bo Sun, Haiyan Chen, Jiandong Wang, Hua Xie	Evolutionary under-sampling based bagging ensemble method for imbalanced data classification.	Frontiers Comput. Sci.	2018	DBLP DOI BibTeX RDF
10	Frédéric Mazenc, Michael Malisoff	Continuous-Discrete Sequential Observers under Sampling and Input Delays.	ACC	2018	DBLP DOI BibTeX RDF
10	Jun Zhou, Huaping Guo, Chang-an Wu	Ensemble based on Constraint Projection and Under-Sampling for Imbalanced Learning.	ICNC-FSKD	2018	DBLP DOI BibTeX RDF
10	Moheb M. R. Henein, Doaa M. Shawky, Salwa K. Abd-El-Hafiz	Clustering-based Under-sampling for Software Defect Prediction.	ICSOFT	2018	DBLP DOI BibTeX RDF
10	Yuwei Zhang 0008, Guanjun Liu, Wenjing Luan, Chungang Yan, Changjun Jiang	An approach to class imbalance problem based on stacking and inverse random under sampling methods.	ICNSC	2018	DBLP DOI BibTeX RDF
10	Tao Wen, Qi Chen	A Method for Under-Sampling Modulation Pattern Recognition in Satellite Communication.	CSPS (2)	2018	DBLP DOI BibTeX RDF
10	Abid Saber, Belkacem Fergani, Moncef Abbas	Encrypted Traffic Classification: Combining Over-and Under-Sampling through a PCA-SVM.	PAIS	2018	DBLP DOI BibTeX RDF
10	Huseyin Guney, Huseyin Oztoprak	The Impact of Under-sampling on the Performance of Bootstrap-based Ensemble Feature Selection.	SIU	2018	DBLP DOI BibTeX RDF
10	Cristian Jimenez 0001, D. Diaz, D. Salazar, Andres Marino Alvarez, Álvaro-Ángel Orozco-Gutierrez, Óscar Alberto Henao	Nerve Structure Segmentation from Ultrasound Images Using Random Under-Sampling and an SVM Classifier.	ICIAR	2018	DBLP DOI BibTeX RDF
10	Donghyeon Lee, Jiseoc Lee, Hyoyi Kim, Taewon Lee, Jeongtae Soh, Miran Park, Changhwan Kim, Yeon Ju Lee, Seungryong Cho	A Feasibility Study of Low-Dose Single-Scan Dual-Energy Cone-Beam CT in Many-View Under-Sampling Framework.	IEEE Trans. Medical Imaging	2017	DBLP DOI BibTeX RDF
10	Keren Censor-Hillel, Mohsen Ghaffari 0001, George Giakkoupis, Bernhard Haeupler, Fabian Kuhn	Tight Bounds on Vertex Connectivity Under Sampling.	ACM Trans. Algorithms	2017	DBLP DOI BibTeX RDF
10	Qi Kang, Xiaoshuang Chen, Sisi Li, MengChu Zhou	A Noise-Filtered Under-Sampling Scheme for Imbalanced Classification.	IEEE Trans. Cybern.	2017	DBLP DOI BibTeX RDF
10	Chumphol Bunkhumpornpat, Krung Sinapiromsaran	DBMUTE: density-based majority under-sampling technique.	Knowl. Inf. Syst.	2017	DBLP DOI BibTeX RDF
10	Mattia Mattioni, Salvatore Monaco, Dorothée Normand-Cyrot	Immersion and invariance stabilization of strict-feedback dynamics under sampling.	Autom.	2017	DBLP DOI BibTeX RDF
10	Pierdomenico Pepe, Emilia Fridman	On global exponential stability preservation under sampling for globally Lipschitz time-delay systems.	Autom.	2017	DBLP DOI BibTeX RDF
10	Andjela Draganic, Irena Orovic, Srdjan Stankovic, Xiumei Li, Zhi Wang	An approach to classification and under-sampling of the interfering wireless signals.	Microprocess. Microsystems	2017	DBLP DOI BibTeX RDF
10	Ahnaf Rashik Hassan, Md. Aynal Haque	An expert system for automated identification of obstructive sleep apnea from single-lead ECG using random under sampling boosting.	Neurocomputing	2017	DBLP DOI BibTeX RDF
10	Farshid Rayhan, Sajid Ahmed, Asif Mahbub, Md. Rafsan Jani, Swakkhar Shatabda, Dewan Md. Farid	CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification.	CoRR	2017	DBLP BibTeX RDF
10	Ahnaf Rashik Hassan, Mohammed Imamul Hassan Bhuiyan	Automated identification of sleep states from EEG signals by means of ensemble empirical mode decomposition and random under sampling boosting.	Comput. Methods Programs Biomed.	2017	DBLP DOI BibTeX RDF
10	Jinyan Li 0002, Simon Fong 0001, Shimin Hu 0002, Raymond K. Wong 0001, Sabah Mohammed	Similarity Majority Under-Sampling Technique for Easing Imbalanced Classification Problem.	AusDM	2017	DBLP DOI BibTeX RDF
10	Romero F. A. B. de Morais, Péricles B. C. de Miranda, Ricardo M. A. Silva	A multi-criteria meta-learning method to select under-sampling algorithms for imbalanced datasets.	ESANN	2017	DBLP BibTeX RDF
10	Md. Yasir Arafat, Sabera Hoque, Dewan Md. Farid	Cluster-based under-sampling with random forest for multi-class imbalanced classification.	SKIMA	2017	DBLP DOI BibTeX RDF
10	Jinyan Li 0002, Simon Fong 0001, Shimin Hu 0002, Victor W. Chu, Raymond K. Wong 0001, Sabah Mohammed, Nilanjan Dey	Rare Event Prediction Using Similarity Majority Under-Sampling Technique.	SCDS	2017	DBLP DOI BibTeX RDF
10	Lei Bao, Cao Juan, Jintao Li 0001, Yongdong Zhang 0001	Boosted Near-miss Under-sampling on SVM ensembles for concept detection in large-scale imbalanced datasets.	Neurocomputing	2016	DBLP DOI BibTeX RDF
10	Asmaa Mountassir, Houda Benbrahim, Ilham Berrada	New under-sampling methods to address the problem of unbalanced sentiment classification: application on Arabic datasets.	Int. J. Inf. Commun. Technol.	2016	DBLP DOI BibTeX RDF
10	Pierdomenico Pepe	On Stability Preservation under Sampling and Approximation of Feedbacks for Retarded Systems.	SIAM J. Control. Optim.	2016	DBLP DOI BibTeX RDF
10	Roghayeh Soleymani, Eric Granger, Giorgio Fumera	Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification.	ICPRAM	2016	DBLP DOI BibTeX RDF
10	Yangzhen Fu, Hong Zhang, Yaxin Bai, Weixuan Sun	An Under-sampling Method: Based on Principal Component Analysis and Comprehensive Evaluation Model.	QRS Companion	2016	DBLP DOI BibTeX RDF
10	Xiaoheng Deng, Weijian Zhong, Ju Ren 0001, Detian Zeng, Honggang Zhang 0003	An imbalanced data classification method based on automatic clustering under-sampling.	IPCCC	2016	DBLP DOI BibTeX RDF
10	Romero F. A. B. de Morais, Péricles B. C. de Miranda, Ricardo M. A. Silva	A Meta-Learning Method to Select Under-Sampling Algorithms for Imbalanced Data Sets.	BRACIS	2016	DBLP DOI BibTeX RDF
10	Marco Vannucci, Valentina Colla	Smart Under-Sampling for the Detection of Rare Patterns in Unbalanced Datasets.	KES-IDT (1)	2016	DBLP DOI BibTeX RDF
10	Xiaoshuang Chen, Qi Kang, MengChu Zhou, Zhi Wei 0001	A novel under-sampling algorithm based on Iterative-Partitioning Filters for imbalanced classification.	CASE	2016	DBLP DOI BibTeX RDF
10	Lizhi Peng, Bo Yang 0001, Yuehui Chen, Xiaoqing Zhou	An under-sampling imbalanced learning of data gravitation based classification.	ICNC-FSKD	2016	DBLP DOI BibTeX RDF
10	Jihyun Ha, Jong-Seok Lee	A New Under-Sampling Method Using Genetic Algorithm for Imbalanced Data Classification.	IMCOM	2016	DBLP DOI BibTeX RDF
10	Qi-Feng Li, Kun-Yi Guo, Bo Tang 0012, Xin-Qing Sheng	Scattering center modelling based on compressed sensing principle from under-sampling scattering field data.	IGARSS	2016	DBLP DOI BibTeX RDF
10	Daliso Banda, Mizuki Motoyoshi, Tomokazu Koizumi, Osamu Wada, Tuan Thanh Ta, Suguru Kameda, Noriharu Suematsu, Tadashi Takagi, Kazuo Tsubouchi	1/2fs Direct RF Under Sampling Receiver for Multi Channel Satellite Systems.	IEICE Trans. Electron.	2015	DBLP DOI BibTeX RDF
10	Weidong Wang, Shafei Wang, Jun-an Yang, Hui Liu	Under-Sampling of PPM-UWB Communication Signals Based on CS and AIC.	Circuits Syst. Signal Process.	2015	DBLP DOI BibTeX RDF
10	Rok Blagus, Lara Lusa	Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models.	BMC Bioinform.	2015	DBLP DOI BibTeX RDF
10	Jia-Lien Hsu, Ping-Cheng Hung, Hung-Yen Lin, Chung-Ho Hsieh	Applying Under-Sampling Techniques and Cost-Sensitive Learning Methods on Risk Assessment of Breast Cancer.	J. Medical Syst.	2015	DBLP DOI BibTeX RDF
10	Lintao Li, Jianping An, Zhongyong Wang, Xiangming Li	Under-sampling spectrum-sparse signals based on active aliasing for low probability detection.	Secur. Commun. Networks	2015	DBLP DOI BibTeX RDF
10	Xiaoshan Zhang, Qiang Luo	一种基于聚类融合欠抽样的不平衡数据分类方法 (Unbalanced Data Classification Algorithm Based on Clustering Ensemble Under-sampling).	计算机科学	2015	DBLP BibTeX RDF
10	Xinyu Wang 0008, Min Jia, Qing Guo 0001, Xuemai Gu	A Multi-Bit Pseudo-Random Measurement Matrix Construction Method Based on Discrete Chaotic Sequences in an MWC Under-Sampling System.	VTC Spring	2015	DBLP DOI BibTeX RDF
10	Sankara Prasad Kondareddy	Learning from Imbalanced Datasets using Supervised Clustering based under Sampling Technique for Customer Scoring.	ICDM (Posters)	2015	DBLP BibTeX RDF
10	Chanyoung Park, Donghyun Kim 0007, Jinoh Oh, Hwanjo Yu	Predicting User Purchase in E-commerce by Comprehensive Feature Engineering and Decision Boundary Focused Under-Sampling.	RecSys Challenge	2015	DBLP DOI BibTeX RDF
10	Xiaofeng Shi, Guoqiang Xu, Furao Shen, Jinxi Zhao	Solving the data imbalance problem of P300 detection via Random Under-Sampling Bagging SVMs.	IJCNN	2015	DBLP DOI BibTeX RDF
10	Nikos Petrellis	Under-sampling based on sparse data/parity patterns in STBC-OFDM environment.	Panhellenic Conference on Informatics	2015	DBLP DOI BibTeX RDF
10	Sabeur Ammar, Hind Feki, Jean-Claude Vivalda	Observability under sampling for bilinear system.	Int. J. Control	2014	DBLP DOI BibTeX RDF
10	Chun-Xia Zhang 0002, Guan-Wei Wang, Jiang-She Zhang 0001, Gao Guo, Qing-Yan Ying	IRUSRT: A Novel Imbalanced Learning Technique by Combining Inverse Random Under Sampling and Random Tree.	Commun. Stat. Simul. Comput.	2014	DBLP DOI BibTeX RDF
10	Ginny Y. Wong, Frank H. F. Leung, Sai-Ho Ling	An under-sampling method based on fuzzy logic for large imbalanced dataset.	FUZZ-IEEE	2014	DBLP DOI BibTeX RDF
10	Lie Zhang, Yan Feng	An improvement iterative approach for wideband digital predistortion using under-sampling.	ChinaSIP	2014	DBLP DOI BibTeX RDF
10	Ignasi Paredes-Oliva, Pere Barlet-Ros, Josep Solé-Pareta	Scan Detection under Sampling: A New Perspective.	Computer	2013	DBLP DOI BibTeX RDF
10	Dong-Jun Yu, Jun Hu 0011, Zhenmin Tang, Hong-Bin Shen, Jian Yang 0003, Jing-Yu Yang 0001	Improving protein-ATP binding residues prediction by boosting SVMs with random under-sampling.	Neurocomputing	2013	DBLP DOI BibTeX RDF
10	Naganjaneyulu Satuluri, Mrithyumjaya Rao Kuppa	A novel framework for class imbalance learning using intelligent under-sampling.	Prog. Artif. Intell.	2013	DBLP DOI BibTeX RDF
10	Wang-Soo Kim, Woo-Young Choi	A 10-Gb/s low-power adaptive continuous-time linear equalizer using asynchronous under-sampling histogram.	IEICE Electron. Express	2013	DBLP DOI BibTeX RDF
10	Mingzhu Zhu, Chao Xu 0004, Yi-fang Brook Wu	IFME: information filtering by multiple examples with under-sampling in a digital library environment.	JCDL	2013	DBLP DOI BibTeX RDF
10	Jairo Giraldo, Eduardo Mojica-Nava, Nicanor Quijano	Synchronization of dynamical networks under sampling.	ECC	2013	DBLP DOI BibTeX RDF
10	Duan-Duan Liu, Dong Liang 0001, Na Zhang 0001, Xin Liu 0053, Yuan-Ting Zhang	Under-sampling trajectory design for compressed sensing based DCE-MRI.	EMBC	2013	DBLP DOI BibTeX RDF
10	Nikos Petrellis	Deterministic under-sampling with error correction in OFDM systems.	Panhellenic Conference on Informatics	2013	DBLP DOI BibTeX RDF
10	Mohamed Khanchoul, Mickaël Hilairet, Dorothée Normand-Cyrot	IDA-PBC under Sampling for Torque Control of PMSM.	ALCOSP	2013	DBLP DOI BibTeX RDF
10	Pilsung Kang 0001, Sungzoon Cho, Douglas L. MacLachlan	Improved response modeling based on clustering, under-sampling, and ensemble.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
10	Muhammad Atif Tahir, Josef Kittler, Fei Yan 0001	Inverse random under sampling for class imbalance problem and its application to multi-label classification.	Pattern Recognit.	2012	DBLP DOI BibTeX RDF
10	Pooria Zamani, Mohammad H. Kayvanrad, Hamid Soltanian-Zadeh	Using learned under-sampling pattern for increasing speed of cardiac cine MRI based on compressive sensing principles.	EURASIP J. Adv. Signal Process.	2012	DBLP DOI BibTeX RDF
10	Nadeem Qazi, Kamran Raza	Effect of Feature Selection, SMOTE and under Sampling on Class Imbalance Classification.	UKSim	2012	DBLP DOI BibTeX RDF
10	Guohua Liang, Chengqi Zhang	An efficient and simple under-sampling technique for imbalanced time series classification.	CIKM	2012	DBLP DOI BibTeX RDF
10	Duan-Duan Liu, Dong Liang 0001, Xin Liu 0053, Yuan-Ting Zhang	Under-sampling trajectory design for compressed sensing MRI.	EMBC	2012	DBLP DOI BibTeX RDF