Search results for "Bagging"

Hits ?▲	Authors	Title	Venue	Year	Link
15	Abdulhamit Subasi, Saeed Mian Qaisar, Malak T. Al-Nory, Khulood A. Rambo	Intrusion Detection in Smart Grid Using Bagging Ensemble Classifiers.	ISGT Europe	2019	DBLP DOI BibTeX RDF
15	Yasser Alsouda, Sabri Pllana, Arianit Kurti	IoT-based Urban Noise Identification Using Machine Learning: Performance of SVM, KNN, Bagging, and Random Forest.	COINS	2019	DBLP DOI BibTeX RDF
15	Yohan Joo, Jongpil Jeong, Sangmin Bae	Under Sampling Bagging Shapelet Transformation for Hydraulic System.	COINS	2019	DBLP DOI BibTeX RDF
15	Wei Fan 0001, Kun Zhang 0012	Bagging.	Encyclopedia of Database Systems (2nd ed.)	2018	DBLP DOI BibTeX RDF
15	Shuichi Kurogi, Mitsuki Toidani, Ryosuke Shigematsu, Kazuya Matsuo	Performance improvement via bagging in probabilistic prediction of chaotic time series using similarity of attractors and LOOCV predictable horizon.	Neural Comput. Appl.	2018	DBLP DOI BibTeX RDF
15	Xiaofei Zhou, Zhi Liu 0003, Kai Li 0016, Guangling Sun	Video saliency detection via bagging-based prediction and spatiotemporal propagation.	J. Vis. Commun. Image Represent.	2018	DBLP DOI BibTeX RDF
15	Jie Sun, Jie Lang, Hamido Fujita, Hui Li	Imbalanced enterprise credit evaluation with DTE-SBD: Decision tree ensemble based on SMOTE and bagging with differentiated sampling rates.	Inf. Sci.	2018	DBLP DOI BibTeX RDF
15	João Vinagre, Alípio Mário Jorge, João Gama 0001	Online bagging for recommender systems.	Expert Syst. J. Knowl. Eng.	2018	DBLP DOI BibTeX RDF
15	Cecilia Reyes Peña, David Pinto Avendaño, Darnes Vilariño Ayala	Evaluación de candidatos para la retroalimentación de corpus por medio de bagging.	Res. Comput. Sci.	2018	DBLP BibTeX RDF
15	Mateusz Lango, Jerzy Stefanowski	Multi-class and feature selection extensions of Roughly Balanced Bagging for imbalanced data.	J. Intell. Inf. Syst.	2018	DBLP DOI BibTeX RDF
15	Xiaoyan Zhu 0003, Yueyang He, Long Cheng, Xiaolin Jia, Lei Zhu 0011	Software change-proneness prediction through combination of bagging and resampling methods.	J. Softw. Evol. Process.	2018	DBLP DOI BibTeX RDF
15	Reza Mousavi, Mahdi Eftekhari, Farhad Rahdari	Omni-Ensemble Learning (OEL): Utilizing Over-Bagging, Static and Dynamic Ensemble Selection Approaches for Software Defect Prediction.	Int. J. Artif. Intell. Tools	2018	DBLP DOI BibTeX RDF
15	Guillem Collell, Drazen Prelec, Kaustubh R. Patil	A simple plug-in bagging ensemble based on threshold-moving for classifying binary and multiclass imbalanced data.	Neurocomputing	2018	DBLP DOI BibTeX RDF
15	Wing W. Y. Ng, Xiancheng Zhou, Xing Tian, Xizhao Wang, Daniel S. Yeung	Bagging-boosting-based semi-supervised multi-hashing with query-adaptive re-ranking.	Neurocomputing	2018	DBLP DOI BibTeX RDF
15	Syed Waqas Haider Shah, Khalid Iqbal, Ahmad Talal Riaz	Constrained Optimization-Based Extreme Learning Machines with Bagging for Freezing of Gait Detection.	Big Data Cogn. Comput.	2018	DBLP DOI BibTeX RDF
15	Adnan Dzelihodzic, Dzenana Donko, Jasmin Kevric	Improved Credit Scoring Model Based on Bagging Neural Network.	Int. J. Inf. Technol. Decis. Mak.	2018	DBLP DOI BibTeX RDF
15	Manik Goyal, Jagath C. Rajapakse	Deep neural network ensemble by data augmentation and bagging for skin lesion classification.	CoRR	2018	DBLP BibTeX RDF
15	Luoluo Liu, Sang (Peter) Chin, Trac D. Tran	Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression.	CoRR	2018	DBLP BibTeX RDF
15	Roberto Bárcenas, María D. González-Lima, Adolfo J. Quiroz	A bagging and importance sampling approach to Support Vector Machines.	CoRR	2018	DBLP BibTeX RDF
15	Lara J. Kanbar, Charles C. Onu, Wissam Shalish, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup	Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants.	CoRR	2018	DBLP BibTeX RDF
15	Nicha C. Dvornek, Daniel Y.-J. Yang, Archana Venkataraman, Pamela Ventola, Lawrence H. Staib, Kevin A. Pelphrey, James S. Duncan	Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging.	CoRR	2018	DBLP BibTeX RDF
15	Shun Yi	Internal node bagging: an explicit ensemble learning method in neural network training.	CoRR	2018	DBLP BibTeX RDF
15	Genta Indra Winata, Masayu Leylia Khodra	Handling Imbalanced Dataset in Multi-label Text Categorization using Bagging and Adaptive Boosting.	CoRR	2018	DBLP BibTeX RDF
15	Hanzhou Wu	Feature Bagging for Steganographer Identification.	CoRR	2018	DBLP BibTeX RDF
15	Akila Somasundaram, U. Srinivasulu Reddy 0001	Cost-sensitive Risk Induced Bayesian Inference Bagging (RIBIB) for credit card fraud detection.	J. Comput. Sci.	2018	DBLP DOI BibTeX RDF
15	Seyed Mahmood Hamze-Ziabari, Taha Bakhshpoori	Improving the prediction of ground motion parameters based on an efficient bagging ensemble model of M5′ and CART algorithms.	Appl. Soft Comput.	2018	DBLP DOI BibTeX RDF
15	Hassan Mohamed, Abdel-Azim Negm, Mohamed Zahran, Oliver Saavedra	Assessment of ensemble classifiers using the bagging technique for improved land cover classification of multispectral satellite images.	Int. Arab J. Inf. Technol.	2018	DBLP BibTeX RDF
15	Fotios Petropoulos, Rob J. Hyndman, Christoph Bergmeir	Exploring the sources of uncertainty: Why does bagging for time series forecasting work?	Eur. J. Oper. Res.	2018	DBLP DOI BibTeX RDF
15	Shin-Jye Lee, Zhaozhao Xu, Tong Li, Yun Yang 0003	A novel bagging C4.5 algorithm based on wrapper feature selection for supporting wise clinical decision making.	J. Biomed. Informatics	2018	DBLP DOI BibTeX RDF
15	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
15	Gregory Ditzler, Joseph LaBarck, James Ritchie, Gail Rosen, Robi Polikar	Extensions to Online Feature Selection Using Bagging and Boosting.	IEEE Trans. Neural Networks Learn. Syst.	2018	DBLP DOI BibTeX RDF
15	Jerzy Blaszczynski, Jerzy Stefanowski	Improving Bagging Ensembles for Class Imbalanced Data by Active Learning.	Advances in Feature Selection for Data and Pattern Recognition	2018	DBLP DOI BibTeX RDF
15	Maurizio Naldi	Bagging Estimation of Availability in Public Cloud Storage.	UKSim	2018	DBLP DOI BibTeX RDF
15	Paula Branco, Luís Torgo, Rita P. Ribeiro	REBAGG: REsampled BAGGing for Imbalanced Regression.	LIDTA@ECML/PKDD	2018	DBLP BibTeX RDF
15	Ahmed R. Elshami, Aliaa Youssef, Mohamed Waleed Fakhr	Multi-step Ahead Time Series Prediction via Bagging Trees Based Neighborhood.	ICCTA	2018	DBLP DOI BibTeX RDF
15	Jordan Holland, R. Joseph Connor, J. Parker Diamond, Jared M. Smith, Max Schuchard	Not So Predictable Mining Pools: Attacking Solo Mining Pools by Bagging Blocks and Conning Competitors.	Financial Cryptography	2018	DBLP DOI BibTeX RDF
15	Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez	Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification Based on Instance Hardness.	ICDM	2018	DBLP DOI BibTeX RDF
15	Anne-Lyse Minard, Christian Raymond, Vincent Claveau	IRISA at SMM4H 2018: Neural Network and Bagging for Tweet Classification.	SMM4H@EMNLP	2018	DBLP DOI BibTeX RDF
15	Lara J. Kanbar, Charles C. Onu, Wissam Shalish, Karen A. Brown, Guilherme M. Sant'Anna, Doina Precup, Robert E. Kearney	Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants.	EMBC	2018	DBLP DOI BibTeX RDF
15	Ke Ji, Yahan Yuan, Runyuan Sun, Kun Ma 0001, Zhenxiang Chen, Jian Liu	A Bagging-based ensemble method for recommendations under uncertain rating data.	SPAC	2018	DBLP DOI BibTeX RDF
15	Lizhi Huang, Xunyi Ren	Erotic Image Recognition Method of Bagging Integrated Convolutional Neural Network.	CSAE	2018	DBLP DOI BibTeX RDF
15	Jun Zhang, Jian Jin	Regularized Extreme Learning Machine Ensemble Using Bagging for Tropical Cyclone Tracks Prediction.	IScIDE	2018	DBLP DOI BibTeX RDF
15	Yi Liu, Will N. Browne, Bing Xue 0001	Adapting Bagging and Boosting to Learning Classifier Systems.	EvoApplications	2018	DBLP DOI BibTeX RDF
15	Nicolas Sutton-Charani, Abdelhak Imoussaten, Sébastien Harispe, Jacky Montmain	Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework.	IPMU (1)	2018	DBLP DOI BibTeX RDF
15	Grant Dick, Caitlin A. Owen, Peter A. Whigham	Evolving bagging ensembles using a spatially-structured niching method.	GECCO	2018	DBLP DOI BibTeX RDF
15	Xin Chen, Xiangrong Liu	A Weighted Bagging LightGBM Model for Potential lncRNA-Disease Association Identification.	BIC-TA (1)	2018	DBLP DOI BibTeX RDF
15		Bagging.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
15	Jiacang Ho, Dae-Ki Kang	Mini-batch bagging and attribute ranking for accurate user authentication in keystroke dynamics.	Pattern Recognit.	2017	DBLP DOI BibTeX RDF
15	Wenbin Wu, Mugen Peng	A Data Mining Approach Combining K-Means Clustering With Bagging Neural Network for Short-Term Wind Power Forecasting.	IEEE Internet Things J.	2017	DBLP DOI BibTeX RDF
15	Shashi Dahiya, S. S. Handa, N. P. Singh	A feature selection enabled hybrid-bagging algorithm for credit risk evaluation.	Expert Syst. J. Knowl. Eng.	2017	DBLP DOI BibTeX RDF
15	Subhash Chandra, Sushila Maheshkar	Verification of static signature pattern based on random subspace, REP tree and bagging.	Multim. Tools Appl.	2017	DBLP DOI BibTeX RDF
15	Talayeh Razzaghi, Petros Xanthopoulos, Onur Seref	Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers.	Optim. Lett.	2017	DBLP DOI BibTeX RDF
15	Tomás de la Rosa, Raquel Fuentetaja 0001	Bagging strategies for learning planning policies.	Ann. Math. Artif. Intell.	2017	DBLP DOI BibTeX RDF
15	Yunfeng Wu, Pinnan Chen, Yuchen Yao, Xiaoquan Ye, Yugui Xiao, Lifang Liao, Meihong Wu, Jian Chen 0003	Dysphonic Voice Pattern Analysis of Patients in Parkinson's Disease Using Minimum Interclass Probability Risk Feature Selection and Bagging Ensemble Learning Methods.	Comput. Math. Methods Medicine	2017	DBLP DOI BibTeX RDF
15	Sanjiban Sekhar Roy, V. Madhu Viswanatham, P. Venkata Krishna 0001	An ensemble design approach based on bagging technique for filtering e-mail spam.	Int. J. Auton. Adapt. Commun. Syst.	2017	DBLP DOI BibTeX RDF
15	Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira 0001	autoBagging: Learning to Rank Bagging Workflows with Metalearning.	CoRR	2017	DBLP BibTeX RDF
15	Wenbin Wu, Mugen Peng	A Data Mining Approach Combining K-Means Clustering with Bagging Neural Network for Short-term Wind Power Forecasting.	CoRR	2017	DBLP BibTeX RDF
15	Twan van Laarhoven, Elena Marchiori	Biased Bagging for Unsupervised Domain Adaptation.	CoRR	2017	DBLP BibTeX RDF
15	Miguel Angel Medina-Pérez, Raúl Monroy, José Benito Camiña, Milton García-Borroto	Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects.	Soft Comput.	2017	DBLP DOI BibTeX RDF
15	Mohammed Akour, Izzat Alsmadi, Iyad Alazzam	Software fault proneness prediction: a comparative study between bagging, boosting, and stacking ensemble and base learner methods.	Int. J. Data Anal. Tech. Strateg.	2017	DBLP DOI BibTeX RDF
15	Yujie Zhang, Datong Liu, Jinxiang Yu, Yu Peng, Xiyuan Peng	EMA remaining useful life prediction with weighted bagging GPR algorithm.	Microelectron. Reliab.	2017	DBLP DOI BibTeX RDF
15	Hossein Foroozand, Steven V. Weijs	Entropy Ensemble Filter: A Modified Bootstrap Aggregating (Bagging) Procedure to Improve Efficiency in Ensemble Model Simulation.	Entropy	2017	DBLP DOI BibTeX RDF
15	Qi Wang 0005, ZhiHao Luo, Jincai Huang, Yang-He Feng, Zhong Liu	A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM.	Comput. Intell. Neurosci.	2017	DBLP DOI BibTeX RDF
15	Joaquín Abellán, Javier G. Castellano, Carlos Javier Mantas	A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees.	Complex.	2017	DBLP DOI BibTeX RDF
15	Juan A. Aledo, José A. Gámez 0001, David Molina	Tackling the supervised label ranking problem by bagging weak learners.	Inf. Fusion	2017	DBLP DOI BibTeX RDF
15	Min-Wook Kang, Yonghwa Kim, Yoo-Sung Kim	Collecting large training dataset of actual facial images from facebook for developing a weighted bagging gender classifier.	Clust. Comput.	2017	DBLP DOI BibTeX RDF
15	Haiyan Song, Stephen F. Witt, Richard T. R. Qiu	Can Bagging Improve the Forecasting Performance of Tourism Demand Models?	Robustness in Econometrics	2017	DBLP DOI BibTeX RDF
15	Saleha Khatun, Bashir I. Morshed	Detection of myocardial infarction and arrhythmia from single-lead ECG data using Bagging Trees classifier.	EIT	2017	DBLP DOI BibTeX RDF
15	Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira 0001	autoBagging: Learning to Rank Bagging Workflows with Metalearning.	AutoML@PKDD/ECML	2017	DBLP BibTeX RDF
15	Jerzy Blaszczynski, Jerzy Stefanowski	Actively Balanced Bagging for Imbalanced Data.	ISMIS	2017	DBLP DOI BibTeX RDF
15	Cao Truong Tran, Mengjie Zhang 0001, Peter Andreae, Bing Xue 0001	Bagging and Feature Selection for Classification with Incomplete Data.	EvoApplications (1)	2017	DBLP DOI BibTeX RDF
15	Xishuang Dong, Lijun Qian, Lei Huang	A CNN based bagging learning approach to short-term load forecasting in smart grid.	SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI	2017	DBLP DOI BibTeX RDF
15	Pyong-Kun Kim, Kil-Taek Lim	Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image.	CVPR Workshops	2017	DBLP DOI BibTeX RDF
15	Hu Liu, Binheng Song	Stock Trends Forecasting by Multi-layer Stochastic ANN Bagging.	ICTAI	2017	DBLP DOI BibTeX RDF
15	João Vinagre, Alípio Mário Jorge, João Gama 0001	Improving Incremental Recommenders with Online Bagging.	EPIA	2017	DBLP DOI BibTeX RDF
15	Evgeniy M. Ozhegov, Alina Ozhegova	Bagging Prediction for Censored Data: Application for Theatre Demand.	AIST	2017	DBLP DOI BibTeX RDF
15	Liyao Ma, Bin Sun 0007, Ziyi Li	Bagging likelihood-based belief decision trees.	FUSION	2017	DBLP DOI BibTeX RDF
15	Mohamed Waleed Fahkr, Mohamed Moheeb Emara, Mohamed Bakr Abdelhalim	Siamese-twin random projection neural network with Bagging Trees tuning for unsupervised binary image hashing.	ISCBI	2017	DBLP DOI BibTeX RDF
15	Mohammad Fathian, Yaser Hoseinpoor, Behrouz Minaei-Bidgoli	Offering a hybrid approach of data mining to predict the customer churn based on bagging and boosting methods.	Kybernetes	2016	DBLP DOI BibTeX RDF
15	Xiaobo Liu 0001, Guangjun Wang, Zhihua Cai, Harry Zhang	Bagging based ensemble transfer learning.	J. Ambient Intell. Humaniz. Comput.	2016	DBLP DOI BibTeX RDF
15	Cyprien Mbogning, Philippe Broët	Bagging survival tree procedure for variable selection and prediction in the presence of nonsusceptible patients.	BMC Bioinform.	2016	DBLP DOI BibTeX RDF
15	Lei Chen 0017, Mohamed S. Kamel	MSEBAG: a dynamic classifier ensemble generation based on 'minimum-sufficient ensemble' and bagging.	Int. J. Syst. Sci.	2016	DBLP DOI BibTeX RDF
15	Hangke Song, Zhi Liu 0003, Yufeng Xie, Lishan Wu, Mengke Huang	RGBD Co-saliency Detection via Bagging-Based Clustering.	IEEE Signal Process. Lett.	2016	DBLP DOI BibTeX RDF
15	Hanxi Li, Yi Li 0025, Fatih Porikli	Convolutional neural net bagging for online visual tracking.	Comput. Vis. Image Underst.	2016	DBLP DOI BibTeX RDF
15	Boyu Wang 0002, Joelle Pineau	Online Bagging and Boosting for Imbalanced Data Streams.	IEEE Trans. Knowl. Data Eng.	2016	DBLP DOI BibTeX RDF
15	João Vinagre, Alípio Mário Jorge, João Gama 0001	Online bagging for recommendation with incremental matrix factorization.	CoRR	2016	DBLP BibTeX RDF
15	Guillem Collell, Drazen Prelec, Kaustubh R. Patil	Reviving Threshold-Moving: a Simple Plug-in Bagging Ensemble for Binary and Multiclass Imbalanced Data.	CoRR	2016	DBLP BibTeX RDF
15	Hamit Erdal, Ilhami Karahanoglu	Bagging ensemble models for bank profitability: An emprical research on Turkish development and investment banks.	Appl. Soft Comput.	2016	DBLP DOI BibTeX RDF
15	Aihua Mao, Jie Luo, Yi Li 0001, Yinglei Lin, Yanxia Han	Knitted fabrics design and manufacture: A novel CAD system for qualifying bagging performance based on geometric-mechanical models.	Comput. Aided Des.	2016	DBLP DOI BibTeX RDF
15	Han-Ming Liu, Nini Rao, Dan Yang, Ling Yang, Yi Li, Feng-Biao Guo	Modified bagging of maximal information coefficient for genome-wide identification.	Int. J. Data Min. Bioinform.	2016	DBLP DOI BibTeX RDF
15	Olcay Taner Yildiz, Ozan Irsoy, Ethem Alpaydin	Bagging Soft Decision Trees.	Machine Learning for Health Informatics	2016	DBLP DOI BibTeX RDF
15	João Vinagre, Alípio Mário Jorge, João Gama 0001	Online Bagging for Recommendation with Incremental Matrix Factorization.	STREAMEVOLV@ECML-PKDD	2016	DBLP BibTeX RDF
15	Raphael R. Campos, Marcos André Gonçalves	BERT: Melhorando Classificação de Texto com Árvores Extremamente Aleatórias, Bagging e Boosting.	SBBD	2016	DBLP BibTeX RDF
15	Maria del Milagro Fernández-Carrobles, Ismael Serrano, Gloria Bueno García, Oscar Déniz	Bagging Tree Classifier and Texture Features for Tumor Identification in Histological Images.	MIUA	2016	DBLP DOI BibTeX RDF
15	Zhifeng Wu, Yixin Chen 0001	Link prediction using matrix factorization with bagging.	ICIS	2016	DBLP DOI BibTeX RDF
15	Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski	Learning Ensembles of Process-Based Models by Bagging of Random Library Samples.	DS	2016	DBLP DOI BibTeX RDF
15	Hongchuan Liu, Yali Li 0001, Hongma Liu, Shengjin Wang	Bagging regularized common spatial pattern with hybrid motor imagery and myoelectric signal.	ICASSP	2016	DBLP DOI BibTeX RDF
15	Sarvenaz Chaeibakhsh, Elissa Phillips, Amanda Buchanan, Eric Wade	Upper extremity post-stroke motion quality estimation with decision trees and bagging forests.	EMBC	2016	DBLP DOI BibTeX RDF
15	Kourosh Meshgi, Shigeyuki Oba, Shin Ishii	Robust discriminative tracking via query-by-bagging.	AVSS	2016	DBLP DOI BibTeX RDF
15	Peng Dai, Femida Gwadry-Sridhar, Michael Bauer 0003, Michael Borrie	Bagging Ensembles for the Diagnosis and Prognostication of Alzheimer's Disease.	AAAI	2016	DBLP DOI BibTeX RDF