Search results for "ensemble Learning"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Haitao He, Xiaonan Luo, FeiTeng Ma, Chunhui Che, Jianmin Wang 0002	Network traffic classification based on ensemble learning and co-training.	Science in China Series F: Information Sciences	2009	DBLP DOI BibTeX RDF	network measurement, ensemble learning, traffic classification, co-training
3	Shiliang Sun	Traffic flow forecasting based on multitask ensemble learning.	GEC Summit	2009	DBLP DOI BibTeX RDF	multitask learning, traffic flow forecasting, neural network, ensemble learning
3	Jakkrit TeCho, Cholwich Nattee, Thanaruk Theeramunkong	A Corpus-Based Approach for Automatic Thai Unknown Word Recognition using Ensemble Learning Techniques.	PAKDD	2009	DBLP DOI BibTeX RDF	Unknown word recognition, Word boundary detection, Data mining, Machine learning, Ensemble learning
3	Lean Yu, Shouyang Wang, Kin Keung Lai	An EMD-Based Neural Network Ensemble Learning Model for World Crude Oil Spot Price Forecasting.	Soft Computing Applications in Business	2008	DBLP DOI BibTeX RDF	adaptive linear neural network, crude oil price prediction, ensemble learning, Empirical mode decomposition, feed-forward neural network
3	Hiromi Miyajima, Noritaka Shigei, Shinya Fukumoto, Toshiaki Miike	Parallel Fuzzy Reasoning Models with Ensemble Learning.	ISNN	2008	DBLP DOI BibTeX RDF	Fuzzy reasoning model, AdaBoost, Ensemble learning, Parallel model
3	Inae Choi, Hyunjung Shin	Semi-supervised Learning with Ensemble Learning and Graph Sharpening.	IDEAL	2008	DBLP DOI BibTeX RDF	Graph sharpening, Hyperparameter selection, Semi-supervised learning, Ensemble learning, Noise reduction
3	Christian Gagné, Michèle Sebag, Marc Schoenauer, Marco Tomassini	Ensemble learning for free with evolutionary algorithms?	GECCO	2007	DBLP DOI BibTeX RDF	evolutionary computation, ensemble learning
3	Jian Xiang	Motion Retrieval with Temporal-Spatial Features Based on Ensemble Learning.	ICIC	2007	DBLP DOI BibTeX RDF	Temporal-Spatial, HMM, Motion Capture, Ensemble Learning
3	Lean Yu, Shouyang Wang, Kin Keung Lai	A Hybrid Econometric-AI Ensemble Learning Model for Chinese Foreign Trade Prediction.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF	error-correction vector auto-regression, hybrid ensemble learning, foreign trade prediction, Artificial neural networks
3	Genlin Ji, Xiaohan Ling	Ensemble Learning Based Distributed Clustering.	PAKDD Workshops	2007	DBLP DOI BibTeX RDF	data mining, ensemble learning, Distributed clustering
3	Shiliang Sun	Ensemble Learning Methods for Classifying EEG Signals.	MCS	2007	DBLP DOI BibTeX RDF	boosting, ensemble learning, bagging, random subspace, EEG signal classification
2	Michael Jahrer, Andreas Töscher, Robert A. Legenstein	Combining predictions for accurate recommender systems.	KDD	2010	DBLP DOI BibTeX RDF	Netflix, recommender systems, supervised learning, ensemble learning
2	Chi-Hoon Lee	Learning to combine discriminative classifiers: confidence based.	KDD	2010	DBLP DOI BibTeX RDF	classification, logistic regression, ensemble learning
2	Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse	Ensemble Learning for Multi-source Information Fusion.	ECSQARU	2009	DBLP DOI BibTeX RDF
2	Zhi-Hua Zhou	When Semi-supervised Learning Meets Ensemble Learning.	MCS	2009	DBLP DOI BibTeX RDF
2	Jonathan T. Purnell, Malik Magdon-Ismail	Learning American English Accents Using Ensemble Learning with GMMs.	ICMLA	2009	DBLP DOI BibTeX RDF	accent identification, ensemble learning, speech processing, gaussian mixtures
2	Jonathan H. Morra, Zhuowen Tu, Arthur W. Toga, Paul M. Thompson	Lossless Online Ensemble Learning (LOEL) and Its Application to Subcortical Segmentation.	MICCAI	2009	DBLP DOI BibTeX RDF
2	João Mendes-Moreira, Alípio Mário Jorge, Carlos Soares, Jorge Freire de Sousa	Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach.	MLDM	2009	DBLP DOI BibTeX RDF
2	Mete Ozay, Okan Akalin, Fatos T. Yarman-Vural	Ensemble detection: A new architecture for multisensor data fusion with ensemble learning for object detection.	ISCIS	2009	DBLP DOI BibTeX RDF
2	Xinlong Bao, Lawrence Bergman, Rich Thompson	Stacking recommendation engines with additional meta-features.	RecSys	2009	DBLP DOI BibTeX RDF	content-based recommender, engine hybridization, meta-feature, machine learning, collaborative filtering, ensemble learning, stacking, stacked generalization, hybrid recommender systems
2	Chengzhi Zhang	Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents.	ADMA	2009	DBLP DOI BibTeX RDF	text mining, ensemble Learning, extraction, statistical machine learning
2	Xuesong Wang, Yangyang Gu, Yuhu Cheng, Ruhai Lei	An Ensemble Classifier Based on Kernel Method for Multi-situation DNA Microarray Data.	ICIC	2009	DBLP DOI BibTeX RDF	Multi-situation, DNA microarray data, Kernel method, Classifier, Ensemble learning
2	Beatriz López, Carles Pous, Pablo Gay, Albert Pla	Multi Criteria Decision Methods for Coordinating Case-Based Agents.	MATES	2009	DBLP DOI BibTeX RDF	Case-Based Reasoning, Ensemble Learning, Multi Criteria Decision Making
2	Quan Zou, Maozu Guo, Chun-yu Wang, Yingpeng Han, Wenbin Li	Novel H/ACA Box snoRNA Mining and Secondary Structure Prediction Algorithms.	RSKT	2009	DBLP DOI BibTeX RDF	H/ACA box snoRNA, gene mining, MFE (Minimum Free Energy), bioinformatics, Ensemble learning
2	Yu Wu, Gongxiao Wang, Weisheng Li, Zhijun Li	Automatic Chatbot Knowledge Acquisition from Online Forum via Rough Set and Ensemble Learning.	NPC Workshops	2008	DBLP DOI BibTeX RDF	Rough Set, Knowledge Acquisition, Ensemble Learning, Chatbot
2	Jianing Wu, Kazuhiro Fukui	Multiple view based 3D object classification using ensemble learning of local subspaces.	ICPR	2008	DBLP DOI BibTeX RDF
2	Gyeongyong Heo, Paul D. Gader	Prior-updating ensemble learning for discrete HMM.	ICPR	2008	DBLP DOI BibTeX RDF
2	Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal	Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance.	CBMS	2008	DBLP DOI BibTeX RDF
2	Byungwoo Lee, Yong-chan Na, Byonghwa Oh, Jihoon Yang	Ensemble Learning of Regional Classifiers.	ICTAI	2008	DBLP DOI BibTeX RDF
2	Yong Liu	A Balanced Ensemble Learning with Adaptive Error Functions.	ISICA	2008	DBLP DOI BibTeX RDF
2	Yaohua Tang, Jinghuai Gao, Guangzhao Cui	Ensemble learning with generalization performance measurement and negative correlation.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Wei Li, Yannan Zhao, Yixu Song, Zehong Yang	COX-2 activity prediction in Chinese medicine using neural network based ensemble learning methods.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Wuying Liu, Ting Wang	Active Learning for Online Spam Filtering.	AIRS	2008	DBLP DOI BibTeX RDF	Machine Learning, SVM, Active Learning, Ensemble Learning, Spam Filtering
2	Mete Ozay, Fatos Tünay Yarman Vural	On the Performance of Stacked Generalization Classifiers.	ICIAR	2008	DBLP DOI BibTeX RDF	pattern recognition, parallel computing, ensemble learning, Stacked generalization
2	Haitao He, Chunhui Che, FeiTeng Ma, Xiaonan Luo, Jianmin Wang 0002	Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification.	ICIC	2008	DBLP DOI BibTeX RDF	network traffic classification, byte accuracy, ensemble learning, cost-sensitive learning
2	Lei Lu, Xiaoqin Zeng, Shengli Wu, Shuiming Zhong	A Novel Ensemble Approach for Improving Generalization Ability of Neural Networks.	IDEAL	2008	DBLP DOI BibTeX RDF	the second training, clustering, diversity, fusion, sensitivity, Ensemble learning
2	Haibo He, Yuan Cao, Jinyu Wen, Shijie Cheng	A Boost Voting Strategy for Knowledge Integration and Decision Making.	ISNN	2008	DBLP DOI BibTeX RDF	Voting strategy, Classification, Ensemble learning, Signal-to-noise ratio
2	Wei Li 0026, Maosong Sun, Christopher Habel	Multi-modal Multi-label Semantic Indexing of Images Based on Hybrid Ensemble Learning.	PCM	2007	DBLP DOI BibTeX RDF
2	Katia Kermanidis	Ensemble Learning of Economic Taxonomy Relations from Modern Greek Corpora.	MTSR	2007	DBLP DOI BibTeX RDF
2	Yan Zhang, Zhenmin Tang, Yanping Li, Bo Qian	Ensemble Learning and Optimizing KNN Method for Speaker Recognition.	FSKD	2007	DBLP DOI BibTeX RDF
2	Daniel Kanevskiy, Konstantin Vorontsov	Cooperative Coevolutionary Ensemble Learning.	MCS	2007	DBLP DOI BibTeX RDF
2	Masato Uchida, Yousuke Maehara, Hiroyuki Shioya	Design of an Unsupervised Weight Parameter Estimation Method in Ensemble Learning.	ICONIP	2007	DBLP DOI BibTeX RDF
2	Marco Tiemann, Steffen Pauws	Towards ensemble learning for hybrid music recommendation.	RecSys	2007	DBLP DOI BibTeX RDF
2	Viktor Martyanov, Larkin Elderon, Amy Gladfelter, Dhanalakshmi R. Nair, Robert H. Gross	Identifying Fungal Regulatory Motif Patterns Using SCOPE, an Ensemble Learning Method Motif Finder.	BIBE	2007	DBLP DOI BibTeX RDF
2	Louie F. Cervantes, Jung-sik Lee, Jaewan Lee	Agent-Based Approach to Distributed Ensemble Learning of Fuzzy ARTMAP Classifiers.	KES-AMSTA	2007	DBLP DOI BibTeX RDF
2	Shihai Wang, Ke Chen 0001	Ensemble Learning with Active Data Selection for Semi-Supervised Pattern Classification.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Jia Tang, Xiaoqin Zeng, Lei Lu	Ensemble Learning Based on the Output Sensitivity of Multilayer Perceptrons.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Feng Liu, Fengzhan Tian, QiLiang Zhu	Bayesian Network Structure Ensemble Learning.	ADMA	2007	DBLP DOI BibTeX RDF
2	Jia Rong, Yi-Ping Phoebe Chen, Morshed Chowdhury, Gang Li	Acoustic Features Extraction for Emotion Recognition.	ACIS-ICIS	2007	DBLP DOI BibTeX RDF	Twice Learning, Machine Learning, Feature Extraction, Decision Tree, Ensemble Learning, Random Forest
2	Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang	Asymmetric Bagging and Feature Selection for Activities Prediction of Drug Molecules.	IMSCCS	2007	DBLP DOI BibTeX RDF	Feature Selection, Ensemble Learning, Bagging, QSAR, QSAR
2	Shiliang Sun	An Improved Random Subspace Method and Its Application to EEG Signal Classification.	MCS	2007	DBLP DOI BibTeX RDF	ensemble diversity, ensemble learning, random subspace, EEG signal classification
2	Yi Zhang 0010, Xiaoming Jin	An automatic construction and organization strategy for ensemble learning on data streams.	SIGMOD Record	2006	DBLP DOI BibTeX RDF
2	Jiabing Wang, Hong Peng, Jing-Song Hu, Jun Zhang	Ensemble Learning for Keyphrases Extraction from Scientific Document.	ISNN	2006	DBLP DOI BibTeX RDF
2	Hongjian Fan, Ming Fan, Kotagiri Ramamohanarao, Mengxu Liu	Further Improving Emerging Pattern Based Classifiers Via Bagging.	PAKDD	2006	DBLP DOI BibTeX RDF	classification, ensemble learning, bagging, emerging patterns
2	Zhi-Hua Zhou	Multi-Instance Learning from Supervised View.	J. Comput. Sci. Technol.	2006	DBLP DOI BibTeX RDF	multi-instance ensemble, machine learning, supervised learning, ensemble learning, multi-instance learning
2	Jian Cheng, Kongqiao Wang, Yen-Wei Chen	A Cascaded Ensemble Learning for Independent Component Analysis.	ISNN	2005	DBLP DOI BibTeX RDF
2	Andreas Heß, Rinat Khoussainov, Nicholas Kushmerick	Ensemble Learning with Biased Classifiers: The Triskel Algorithm.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
2	Hsuan-Tien Lin, Ling Li	Infinite Ensemble Learning with Support Vector Machines.	ECML	2005	DBLP DOI BibTeX RDF
2	Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga	Moderated Innovations in Self-poised Ensemble Learning.	CIS	2005	DBLP DOI BibTeX RDF
2	Yonghong Peng	Robust Ensemble Learning for Cancer Diagnosis Based on Microarray Data Classification.	ADMA	2005	DBLP DOI BibTeX RDF
2	Danico Lee, Costas Tsatsoulis	Intelligent data entry assistant for XML using ensemble learning.	IUI	2005	DBLP DOI BibTeX RDF	autofill, XML, machine learning, ensemble learning
2	Zeke S. H. Chan, Nikola K. Kasabov	A Preliminary Study on Negative Correlation Learning via Correlation-Corrected Data (NCCD).	Neural Processing Letters	2005	DBLP DOI BibTeX RDF	negative correlation, learning, parallel computing, ensemble learning
2	Geoffrey I. Webb, Zijian Zheng	Multistrategy Ensemble Learning: Reducing Error by Combining Ensemble Learning Techniques.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF
2	Rong Jin, Huan Liu	SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data.	ECML	2004	DBLP DOI BibTeX RDF
2	Arjun Chandra, Xin Yao	DIVACE: Diverse and Accurate Ensemble Learning Algorithm.	IDEAL	2004	DBLP DOI BibTeX RDF
2	Richard I. A. Davis, Brian C. Lovell	Comparing and evaluating HMM ensemble training algorithms using train and test and condition number criteria.	Pattern Anal. Appl.	2004	DBLP DOI BibTeX RDF	Baum-Welch algorithm, Multiple sequence, Hidden Markov Model, Ensemble learning, Viterbi, Model structure
2	Alan Fern, Robert Givan	Online Ensemble Learning: An Empirical Study.	Machine Learning	2003	DBLP DOI BibTeX RDF	decision trees, boosting, online learning, branch prediction, ensemble learning, bagging
2	Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel	Knowing a tree from the forest: art image retrieval using a society of profiles.	ACM Multimedia	2003	DBLP DOI BibTeX RDF	art image retrieval, collaborative ensemble learning
1	Koen W. De Bock, Dirk Van den Poel	Reconciling performance and interpretability in customer churn prediction using ensemble learning based on generalized additive models.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Shukai Li, Ivor W. Tsang, Narendra S. Chaudhari	Relevance vector machine based infinite decision agent ensemble learning for credit risk analysis.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Lean Yu	An evolutionary programming based asymmetric weighted least squares support vector machine ensemble learning methodology for software repository mining.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
1	Xiangrong Zhou, Song Wang, Huayue Chen, Takeshi Hara, Ryujiro Yokoyama, Masayuki Kanematsu, Hiroshi Fujita	Automatic localization of solid organs on 3D CT images by a collaborative majority voting decision based on ensemble learning.	Comp. Med. Imag. and Graph.	2012	DBLP DOI BibTeX RDF
1	Jakkrit TeCho, Cholwich Nattee, Thanaruk Theeramunkong	Boosting-based ensemble learning with penalty profiles for automatic Thai unknown word recognition.	Computers & Mathematics with Applications	2012	DBLP DOI BibTeX RDF
1	Mehrnoush Famil Saeedian, Hamid Beigy	Learning to filter spam emails: An ensemble learning approach.	Int. J. Hybrid Intell. Syst.	2012	DBLP DOI BibTeX RDF
1	Sheng Tang, Yan-Tao Zheng, Yu Wang, Tat-Seng Chua	Sparse Ensemble Learning for Concept Detection.	IEEE Transactions on Multimedia	2012	DBLP DOI BibTeX RDF
1	Fazia Bellal, Haytham Elghazel, Alex Aussem	A semi-supervised feature ranking method with ensemble learning.	Pattern Recognition Letters	2012	DBLP DOI BibTeX RDF
1	Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu	Unsupervised Ensemble Learning for Mining Top-n Outliers.	PAKDD	2012	DBLP DOI BibTeX RDF
1	Zahra Ahmadi, Hamid Beigy	Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift.	HAIS	2012	DBLP DOI BibTeX RDF
1	Yong Yang, Guoyin Wang	A Novel Emotion Recognition Method Based on Ensemble Learning and Rough Set Theory.	IJCINI	2011	DBLP DOI BibTeX RDF
1	Masato Uchida, Yousuke Maehara, Hiroyuki Shioya	Unsupervised Weight Parameter Estimation Method for Ensemble Learning.	J. Math. Model. Algorithms	2011	DBLP DOI BibTeX RDF
1	Bruno H. G. Barbosa, Lam Thu Bui, Hussein A. Abbass, Luis Antonio Aguirre, Antônio de Pádua Braga	The use of coevolution and the artificial immune system for ensemble learning.	Soft Comput.	2011	DBLP DOI BibTeX RDF
1	Peng Zhang, Xingquan Zhu, Yong Shi, Li Guo, Xindong Wu	Robust ensemble learning for mining noisy data streams.	Decision Support Systems	2011	DBLP DOI BibTeX RDF
1	Gang Wang, Jinxing Hao, Jian Ma, Hongbing Jiang	A comparative assessment of ensemble learning for credit scoring.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Lei Shi, Xinming Ma, Lei Xi, Qiguo Duan, Jingying Zhao	Rough set and ensemble learning based semi-supervised algorithm for text classification.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Xiangping Kang, Deyu Li, Suge Wang	A multi-instance ensemble learning model based on concept lattice.	Knowl.-Based Syst.	2011	DBLP DOI BibTeX RDF
1	Róbert Ormándi, István Hegedüs, Márk Jelasity	Efficient P2P Ensemble Learning with Linear Models on Fully Distributed Data	CoRR	2011	DBLP BibTeX RDF
1	Sangyoon Oh, Min Su Lee, Byoung-Tak Zhang	Ensemble Learning with Active Example Selection for Imbalanced Biomedical Data Classification.	IEEE/ACM Trans. Comput. Biology Bioinform.	2011	DBLP DOI BibTeX RDF
1	Carol Wong, Yuran Li, Chih Lee, Chun-Hsi Huang	Ensemble learning algorithms for classification of mtDNA into haplogroups.	Briefings in Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Manuel J. Barragan Asian, Rafaella Fiorelli, Gildas Leger, Adoración Rueda, José L. Huertas	Alternate Test of LNAs Through Ensemble Learning of On-Chip Digital Envelope Signatures.	J. Electronic Testing	2011	DBLP DOI BibTeX RDF
1	Chuan Shi, Xiangnan Kong, Philip S. Yu, Bai Wang	Multi-label Ensemble Learning.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Hasna Barkia, Haytham Elghazel, Alex Aussem	Semi-supervised Feature Importance Evaluation with Ensemble Learning.	ICDM	2011	DBLP DOI BibTeX RDF
1	Valerio Grossi, Alessandro Sperduti	Kernel-Based Selective Ensemble Learning for Streams of Trees.	IJCAI	2011	DBLP BibTeX RDF
1	Prudhvi Gurram, Heesung Kwon	Generalized optimal Kernel-Based Ensemble Learning for hyperspectral classification problems.	IGARSS	2011	DBLP DOI BibTeX RDF
1	Szilárd Vajda, Akmal Junaidi, Gernot A. Fink	A Semi-supervised Ensemble Learning Approach for Character Labeling with Minimal Human Effort.	ICDAR	2011	DBLP DOI BibTeX RDF
1	Urvesh Bhowan, Mark Johnston, Mengjie Zhang	Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data.	Australasian Conference on Artificial Intelligence	2011	DBLP DOI BibTeX RDF
1	Jyoti Grover, Vijay Laxmi, Manoj Singh Gaur	Misbehavior Detection Based on Ensemble Learning in VANET.	ADCONS	2011	DBLP DOI BibTeX RDF
1	Yu Wang, Hongshan Xiao	Ensemble Learning for Customers Targeting.	KSEM	2011	DBLP DOI BibTeX RDF
1	Na Chu, Lizhuang Ma, Xiaoyu Chen, Zhiying Che, Yiyang Hu	Ensemble learning for synthesis of the four diagnostics of TCM.	BIBM Workshops	2011	DBLP DOI BibTeX RDF
1	Ren C. Luo, Tzu Ta Lin, Kuan Yu Chen	Gender recognition based on ensemble learning with selective features for service robotics applications.	ROBIO	2011	DBLP DOI BibTeX RDF
1	Pratik Jawanpuria, Jagarlapudi Saketha Nath, Ganesh Ramakrishnan	Efficient Rule Ensemble Learning using Hierarchical Kernels.	ICML	2011	DBLP BibTeX RDF