Search results for "Bagging"

Hits ?▲	Authors	Title	Venue	Year	Link
15	Jerzy Blaszczynski, Mateusz Lango	Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles.	ICAISC (1)	2016	DBLP DOI BibTeX RDF
15	Danhuai Guo, Yuanchun Zhou, Yingqiu Zhu, Jianhui Li	Species Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields.	DASFAA (2)	2016	DBLP DOI BibTeX RDF
15	Abir Bousmina, Chiraz Jlassi, Najet Arous	Combining ensemble methods of Bagging, Subagging and Random Subspace for phoneme recognition.	ATSIP	2016	DBLP DOI BibTeX RDF
15	Kazuya Mori, Tomotaka Wada, Kazuhiro Ohtsuki	A New Disaster Recognition Algorithm Based on SVM for ERESS: Buffering and Bagging-SVM.	ICPP Workshops	2016	DBLP DOI BibTeX RDF
15	Joon Lee	Personalized mortality prediction for the critically ill using a patient similarity metric and bagging.	BHI	2016	DBLP DOI BibTeX RDF
15	Gerasimos Spanakis, Gerhard Weiss 0001, Anne Roefs	Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting.	ICTAI	2016	DBLP DOI BibTeX RDF
15	Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano	Investigating the Variation of Ensemble Size on Bagging-Based Classifier Performance in Imbalanced Bioinformatics Datasets.	IRI	2016	DBLP DOI BibTeX RDF
15	He Zhao 0009, Xiaojun Chen 0006, Thanh-Tung Nguyen, Joshua Zhexue Huang, Graham J. Williams, Hui Chen	Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data.	PAISI	2016	DBLP DOI BibTeX RDF
15	Yang Lu 0009, Yiu-ming Cheung, Yuan Yan Tang	Hybrid Sampling with Bagging for Class Imbalance Learning.	PAKDD (1)	2016	DBLP DOI BibTeX RDF
15	Laxmi Narayana Eeti, Krishna Mohan Buddhiraju	A modified class-specific weighted soft voting for bagging ensemble.	IGARSS	2016	DBLP DOI BibTeX RDF
15	Sheng-Sheng Wang 0001, Yan-ning Shao	An Improved Asymmetric Bagging Relevance Feedback Strategy for Medical Image Retrieval.	ICYCSEE (1)	2016	DBLP DOI BibTeX RDF
15	Sunghee Lee, Yeongkil Song, Maengsik Choi, Harksoo Kim	Bagging-based active learning model for named entity recognition with distant supervision.	BigComp	2016	DBLP DOI BibTeX RDF
15	Faruk Bulut	Heart attack risk detection using Bagging classifier.	SIU	2016	DBLP DOI BibTeX RDF
15	Yildiz Aydin, Gulsah Tumuklu Ozyer, Durmus Özdemir	Traffic sign recognition using scale invariant feature transform and bagging based ensemble.	SIU	2016	DBLP DOI BibTeX RDF
15	Ugur Ergul, Gokhan Bilgin	Multiple Instance bagging based ensemble classification of hyperspectral images.	SIU	2016	DBLP DOI BibTeX RDF
15	Mitsuki Toidani, Kazuya Matsuo, Shuichi Kurogi	Performance Improvement via Bagging in Ensemble Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizon.	ICONIP (4)	2016	DBLP DOI BibTeX RDF
15	Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski	Predicting long-term population dynamics with bagging and boosting of process-based models.	Expert Syst. Appl.	2015	DBLP DOI BibTeX RDF
15	Dongjun Chung, Hyunjoong Kim	Accurate ensemble pruning with PL-bagging.	Comput. Stat. Data Anal.	2015	DBLP DOI BibTeX RDF
15	Bartosz Krawczyk	Forming Ensembles of Soft One-Class Classifiers with Weighted Bagging.	New Gener. Comput.	2015	DBLP DOI BibTeX RDF
15	Hossam M. Ashtawy, Nihar R. Mahapatra	BgN-Score and BsN-Score: Bagging and boosting based ensemble neural networks scoring functions for accurate binding affinity prediction of protein-ligand complexes.	BMC Bioinform.	2015	DBLP DOI BibTeX RDF
15	Guan-Wei Wang, Chun-Xia Zhang 0002, Gao Guo	Investigating the Effect of Randomly Selected Feature Subsets on Bagging and Boosting.	Commun. Stat. Simul. Comput.	2015	DBLP DOI BibTeX RDF
15	Jerzy Blaszczynski, Jerzy Stefanowski	Neighbourhood sampling in bagging for imbalanced data.	Neurocomputing	2015	DBLP DOI BibTeX RDF
15	Fabio Moretti, Stefano Pizzuti, Stefano Panzieri, Mauro Annunziato	Urban traffic flow forecasting through statistical and neural network bagging ensemble hybrid modeling.	Neurocomputing	2015	DBLP DOI BibTeX RDF
15	Xu Shi, Robert O. Barnes, Li Chen 0018, Ayesha N. Shajahan-Haq, Leena Hilakivi-Clarke, Robert Clarke, Yue Joseph Wang, Jianhua Xuan	BMRF-Net: a software tool for identification of protein interaction subnetworks by a bagging Markov random field-based method.	Bioinform.	2015	DBLP DOI BibTeX RDF
15	Shouhong Tang, Yan Zhu 0007, Fan Yang	基于Bagging-SVM集成分类器的网页作弊检测 (Web Spam Detection Based on Integrated Classifier with Bagging-SVM).	计算机科学	2015	DBLP DOI BibTeX RDF
15	Oliver Kramer 0001, Thole Klingenberg, Michael Sonnenschein, Olaf Wilken	Non-intrusive appliance load monitoring with bagging classifiers.	Log. J. IGPL	2015	DBLP DOI BibTeX RDF
15	Krystyna Napierala, Jerzy Stefanowski	Abstaining in rule set bagging for imbalanced data.	Log. J. IGPL	2015	DBLP DOI BibTeX RDF
15	Haiyun Guo, Jinqiao Wang, Hanqing Lu	Learning deep compact descriptor with bagging auto-encoders for object retrieval.	ICIP	2015	DBLP DOI BibTeX RDF
15	Mateusz Lango, Jerzy Stefanowski	The Usefulness of Roughly Balanced Bagging for Complex and High-Dimensional Imbalanced Data.	NFMCP	2015	DBLP DOI BibTeX RDF
15	Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano	Investigating New Bootstrapping Approaches of Bagging Classifiers to Account for Class Imbalance in Bioinformatics Datasets.	ICMLA	2015	DBLP DOI BibTeX RDF
15	Shubhra Aich, Yong-Cheol Lee, Chil-Woo Lee	Probabilistic contour mapping using oriented gradient features and SVM-bagging.	FCV	2015	DBLP DOI BibTeX RDF
15	Fábio Pinto, Carlos Soares, João Mendes-Moreira 0001	Pruning Bagging Ensembles with Metalearning.	MCS	2015	DBLP DOI BibTeX RDF
15	Chun-Xia Zhang 0002, Jiang-She Zhang 0001, Guan-Wei Wang	A Novel Bagging Ensemble Approach for Variable Ranking and Selection for Linear Regression Models.	MCS	2015	DBLP DOI BibTeX RDF
15	Saso Karakatic, Marjan Hericko, Vili Podgorelec	Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms.	IJCCI (ECTA)	2015	DBLP DOI BibTeX RDF
15	Mario Lasseck	Improved Automatic Bird Identification through Decision Tree based Feature Selection and Bagging.	CLEF (Working Notes)	2015	DBLP BibTeX RDF
15	Bartosz Krawczyk, Michal Wozniak 0001	Incremental One-Class Bagging for Streaming and Evolving Big Data.	TrustCom/BigDataSE/ISPA (2)	2015	DBLP DOI BibTeX RDF
15	Syed Ahsin Ali Shah, Wajid Aziz, Muhammad Arif 0006, Malik Sajjad Ahmed Nadeem	Decision Trees Based Classification of Cardiotocograms Using Bagging Approach.	FIT	2015	DBLP DOI BibTeX RDF
15	Jerzy Stefanowski	On Properties of Undersampling Bagging and Its Extensions for Imbalanced Data.	CORES	2015	DBLP DOI BibTeX RDF
15	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
15	Zhenting Yu, Xin-Yu Dai, Si Shen, Shujian Huang, Jiajun Chen 0001	Word Segmentation of Micro Blogs with Bagging.	NLPCC	2015	DBLP DOI BibTeX RDF
15	Alaa Tharwat, Tarek Gaber, Yasser Mahmoud Awad, Nilanjan Dey, Aboul Ella Hassanien	Plants Identification Using Feature Fusion Technique and Bagging Classifier.	AISI	2015	DBLP DOI BibTeX RDF
15	Gianni Franchi, Jesús Angulo	Bagging Stochastic Watershed on Natural Color Image Segmentation.	ISMM	2015	DBLP DOI BibTeX RDF
15	Ugur Ergul, Gokhan Bilgin	Multiple instance bagging approach for ensemble learning methods on hyperspectral images.	SIU	2015	DBLP DOI BibTeX RDF
15	Mahdi Hamdani, Patrick Doetsch, Hermann Ney	Bagging by design for continuous Handwriting Recognition using multi-objective particle swarm optimization.	ICDAR	2015	DBLP DOI BibTeX RDF
15	Ahmet Mert, Niyazi Zekiye Kilic, Aydin Akan	Evaluation of bagging ensemble method with time-domain feature extraction for diagnosing of arrhythmia beats.	Neural Comput. Appl.	2014	DBLP DOI BibTeX RDF
15	Sotiris B. Kotsiantis	Bagging and boosting variants for handling classifications problems: a survey.	Knowl. Eng. Rev.	2014	DBLP DOI BibTeX RDF
15	Fantine Mordelet, Jean-Philippe Vert	A bagging SVM to learn from positive and unlabeled examples.	Pattern Recognit. Lett.	2014	DBLP DOI BibTeX RDF
15	Emilio Parrado-Hernández, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, John Shawe-Taylor, Pino Alonso, Jesús Pujol, José Manuel Menchón, Narcís Cardoner, Carles Soriano-Mas	Discovering brain regions relevant to obsessive-compulsive disorder identification through bagging and transduction.	Medical Image Anal.	2014	DBLP DOI BibTeX RDF
15	Ge-Er Teng, Changzheng He, Xin Gu	Response model based on weighted bagging GMDH.	Soft Comput.	2014	DBLP DOI BibTeX RDF
15	Wenge Rong, Yifan Nie, Yuanxin Ouyang, Baolin Peng, Zhang Xiong 0001	Auto-encoder based bagging architecture for sentiment analysis.	J. Vis. Lang. Comput.	2014	DBLP DOI BibTeX RDF
15	Peng-Cheng Zou, Jiandong Wang, Songcan Chen, Haiyan Chen	Bagging-like metric learning for support vector regression.	Knowl. Based Syst.	2014	DBLP DOI BibTeX RDF
15	Guohua Liang, Xingquan Zhu 0001, Chengqi Zhang	The effect of varying levels of class distribution on bagging for different algorithms: An empirical study.	Int. J. Mach. Learn. Cybern.	2014	DBLP DOI BibTeX RDF
15	Deepak Ghimire, Joonwhoan Lee	Extreme Learning Machine Ensemble Using Bagging for Facial Expression Recognition.	J. Inf. Process. Syst.	2014	DBLP DOI BibTeX RDF
15	Gerald Schaefer, Niraj P. Doshi, Qinghua Hu, Aboul Ella Hassanien	Classification of HEp-2 Cell Images Using Compact Multi-Scale Texture Information and Margin Distribution Based Bagging.	AMLTA	2014	DBLP DOI BibTeX RDF
15	Cong Leng, Jian Cheng 0001, Ting Yuan, Xiao Bai 0001, Hanqing Lu	Learning Binary Codes with Bagging PCA.	ECML/PKDD (2)	2014	DBLP DOI BibTeX RDF
15	Hege Fromreide, Anders Søgaard	NER in Tweets Using Bagging and a Small Crowdsourced Dataset.	PolTAL	2014	DBLP DOI BibTeX RDF
15	Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez 0001	Improving the Robustness of Bagging with Reduced Sampling Size.	ESANN	2014	DBLP BibTeX RDF
15	Chin-Chia Michael Yeh, Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang	Improving music auto-tagging by intra-song instance bagging.	ICASSP	2014	DBLP DOI BibTeX RDF
15	Gerald Schaefer, Niraj P. Doshi, Shao Ying Zhu, Qinghua Hu	Analysis of HEp-2 images using MD-LBP and MAD-bagging.	EMBC	2014	DBLP DOI BibTeX RDF
15	Eduardo Castro, Cota Navin Gupta, Manel Martínez-Ramón, Vince D. Calhoun, Mohammad R. Arbabshirani, Jessica A. Turner	Identification of patterns of gray matter abnormalities in schizophrenia using source-based morphometry and bagging.	EMBC	2014	DBLP DOI BibTeX RDF
15	Wenge Rong, Yifan Nie, Yuanxin Ouyang, Baolin Peng, Zhang Xiong 0001	Auto-encoder Based Bagging Architecture for Sentiment Analysis.	DMS	2014	DBLP BibTeX RDF
15	Marcin Blachnik, Miroslaw Kordos	Bagging of Instance Selection Algorithms.	ICAISC (2)	2014	DBLP DOI BibTeX RDF
15	Lubna Abdel Kareim Gabralla, Ajith Abraham	Prediction of Oil Prices Using Bagging and Random Subspace.	IBICA	2014	DBLP DOI BibTeX RDF
15	Sebastián Basterrech, Andrea Mesa	Bagging Technique Using Temporal Expansion Functions.	IBICA	2014	DBLP DOI BibTeX RDF
15	Ning Xu 0007, Jiangping Wang, Zhaowen Wang, Thomas S. Huang	An ontological bagging approach for image classification of crowdsourced data.	ICME Workshops	2014	DBLP DOI BibTeX RDF
15	Bohuai Yao, Zhi-Cheng Zhao, Kai Liu, Anni Cai	Bagging based metric learning for person re-identification.	ICME	2014	DBLP DOI BibTeX RDF
15	Zhe Zuo, Gjergji Kasneci, Toni Grütze, Felix Naumann	BEL: Bagging for Entity Linking.	COLING	2014	DBLP BibTeX RDF
15	Herve Lombaert, Darko Zikic, Antonio Criminisi, Nicholas Ayache	Laplacian Forests: Semantic Image Segmentation by Guided Bagging.	MICCAI (2)	2014	DBLP DOI BibTeX RDF
15	Muhammad Khurram Shaikh, Muhammad Atif Tahir, Ahmed Bouridane	Tied factor Analysis using Bagging for heterogeneous face recognition.	EUVIP	2014	DBLP DOI BibTeX RDF
15	Fábio Pinto, Carlos Soares, João Mendes-Moreira 0001	An Empirical Methodology to Analyze the Behavior of Bagging.	ADMA	2014	DBLP DOI BibTeX RDF
15	Chuqiao Ren, Brian R. King	Predicting protein contact maps by bagging decision trees.	BCB	2014	DBLP DOI BibTeX RDF
15	Yifan Nie, Wenge Rong, Yikang Shen, Chao Li 0001, Zhang Xiong 0001	Choosing the Best Auto-Encoder-Based Bagging Classifier: An Empirical Study.	ICONIP (1)	2014	DBLP DOI BibTeX RDF
15	Verena Christina Horak, Tobias Berka, Marián Vajtersic	Parallel Classification with Two-Stage Bagging Classifiers.	Comput. Informatics	2013	DBLP BibTeX RDF
15	Geetha Govindan, Achuthsankar S. Nair	Bagging with CTD - A Novel Signature for the Hierarchical Prediction of Secreted Protein Trafficking in Eukaryotes.	Genom. Proteom. Bioinform.	2013	DBLP DOI BibTeX RDF
15	Andrew E. Jaffe, John D. Storey, Hongkai Ji, Jeffrey T. Leek	Gene set bagging for estimating the probability a statistically significant result will replicate.	BMC Bioinform.	2013	DBLP DOI BibTeX RDF
15	Tong Xiao, Jingbo Zhu, Tongran Liu	Bagging and Boosting statistical machine translation systems.	Artif. Intell.	2013	DBLP DOI BibTeX RDF
15	Piercesare Secchi, Simone Vantini, Valeria Vitelli	Bagging Voronoi classifiers for clustering spatial functional data.	Int. J. Appl. Earth Obs. Geoinformation	2013	DBLP DOI BibTeX RDF
15	Dustin Baumgartner, Gürsel Serpen	Performance of global-local hybrid ensemble versus boosting and bagging ensembles.	Int. J. Mach. Learn. Cybern.	2013	DBLP DOI BibTeX RDF
15	Ren Ye, Le Zhang, Ponnuthurai N. Suganthan	K-nearest neighbor based bagging SVM pruning.	CIEL	2013	DBLP DOI BibTeX RDF
15	Sebastián Basterrech, Václav Snásel	Time-series forecasting using Bagging techniques and reservoir computing.	SoCPaR	2013	DBLP DOI BibTeX RDF
15	José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez 0002	Improving a Fuzzy Discretization Process by Bagging.	IJCCI	2013	DBLP DOI BibTeX RDF
15	François-Marie Giraud, Thierry Artières	Bagging de caractéristiques pour l'authentification d'auteur.	CORIA	2013	DBLP DOI BibTeX RDF
15	Guohua Liang, Anthony G. Cohn 0001	An Effective Approach for Imbalanced Classification: Unevenly Balanced Bagging.	AAAI	2013	DBLP DOI BibTeX RDF
15	Bee Wah Yap, Khatijahhusna Abd Rani, Hezlin Aryani Abd Rahman, Simon Fong 0001, Zuraida Khairudin, Nik Nik Abdullah	An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets.	DaEng	2013	DBLP DOI BibTeX RDF
15	Jin Wang 0006, Bo Yun, Pingli Huang, Yu-Ao Liu	Applying Threshold SMOTE Algoritwith Attribute Bagging to Imbalanced Datasets.	RSKT	2013	DBLP DOI BibTeX RDF
15	Jerzy Blaszczynski, Jerzy Stefanowski, Lukasz Idkowiak	Extending Bagging for Imbalanced Data.	CORES	2013	DBLP DOI BibTeX RDF
15	Weicheng Huang, Shuichi Kurogi, Takeshi Nishida	Performance Improvement via Bagging Competitive Associative Nets for Multiobjective Robust Controller Using Difference Signals.	ICONIP (1)	2013	DBLP DOI BibTeX RDF
15	Joaquín Abellán, Andrés R. Masegosa	Bagging schemes on the presence of class noise in classification.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
15	Francisco Louzada-Neto, Anderson Ara	Bagging k-dependence probabilistic networks: An alternative powerful fraud detection tool.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
15	Mikel Galar, Alberto Fernández 0001, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera	A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches.	IEEE Trans. Syst. Man Cybern. Part C	2012	DBLP DOI BibTeX RDF
15	Clinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe	Experiments on mining inconsistent data with bagging and the MLEM2 rule induction algorithm.	Int. J. Granul. Comput. Rough Sets Intell. Syst.	2012	DBLP DOI BibTeX RDF
15	Zongxia Xie, Yong Xu, Qinghua Hu, Pengfei Zhu 0001	Margin distribution based bagging pruning.	Neurocomputing	2012	DBLP DOI BibTeX RDF
15	Kuo-Wei Hsu, Jaideep Srivastava	Improving bagging performance through multi-algorithm ensembles.	Frontiers Comput. Sci.	2012	DBLP DOI BibTeX RDF
15	Murat Sariyar, Andreas Borg	Bagging, bumping, multiview, and active learning for record linkage with empirical results on patient identity data.	Comput. Methods Programs Biomed.	2012	DBLP DOI BibTeX RDF
15	Emilio Parrado-Hernández, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, John Shawe-Taylor, Pino Alonso, Jesús Pujol, José Manuel Menchón, Narcís Cardoner, Carles Soriano-Mas	Voxel Selection in MRI through Bagging and Conformal Analysis: Application to Detection of Obsessive Compulsive Disorder.	PRNI	2012	DBLP DOI BibTeX RDF
15	Wen Zhou 0002, Chunheng Wang, Baihua Xiao, Zhong Zhang 0001, Long Ma	Human action recognition by bagging data dependent representation.	ICPR	2012	DBLP BibTeX RDF
15	Iwan Syarif, Ed Zaluska, Adam Prügel-Bennett, Gary B. Wills	Application of Bagging, Boosting and Stacking to Intrusion Detection.	MLDM	2012	DBLP DOI BibTeX RDF
15	Hsiao-Yun Huang, Yen-Chieh Li	An efficient extraction-based Bagging ensemble for high-dimensional data classification.	SCIS&ISIS	2012	DBLP DOI BibTeX RDF
15	Guohua Liang	An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach.	AAAI	2012	DBLP DOI BibTeX RDF
15	Meishan Zhang, Wanxiang Che, Ting Liu 0001	Multiple TreeBanks Integration for Chinese Phrase Structure Grammar Parsing Using Bagging.	CIPS-SIGHAN	2012	DBLP BibTeX RDF