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journals/kais/ZareMoodiSB19 share record
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Poorya ZareMoodi , Sajjad Kamali Siahroudi , Hamid Beigy : Concept-evolution detection in non-stationary data streams: a fuzzy clustering approach. Knowl. Inf. Syst. 60 (3 ) : 1329-1352 (2019 )export record
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journals/make/Arandjelovic19 share record
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Ognjen Arandjelovic : Targeted Adaptable Sample for Accurate and Efficient Quantile Estimation in Non-Stationary Data Streams. Mach. Learn. Knowl. Extr. 1 (3 ) : 848-870 (2019 )share record
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Qing Meng , Yongheng Wang , Jingbin An , Zhongru Wang , Baoxing Zhang , Lijie Liu : Learning Non-Stationary Dynamic Bayesian Network Structure from Data Stream. DSC 2019 : 128-134 share record
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Bencai Zhang , Hua-Rui Wu , Yange Sun , Ronghua Gao : Semi-Random Forest Based on Representative Patterns for Noisy and Non-Stationary Data Stream. DSC 2019 : 228-234 share record
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Gianluigi Folino , Francesco Sergio Pisani , Luigi Pontieri : A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning. NUMTA(1) 2019 : 269-277 share record
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Luan V. Tran , Liyue Fan , Cyrus Shahabi : Outlier Detection in Non-stationary Data Streams. SSDBM 2019 : 25-36 2018 export record
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journals/eswa/SiahroudiZB18 share record
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Sajjad Kamali Siahroudi , Poorya ZareMoodi , Hamid Beigy : Detection of evolving concepts in non-stationary data streams: A multiple kernel learning approach. Expert Syst. Appl. 91 : 187-197 (2018 )export record
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journals/ida/Verdecia-Cabrera18 share record
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Alberto Verdecia-Cabrera , Isvani Inocencio Frías Blanco , André C. P. L. F. de Carvalho : An online adaptive classifier ensemble for mining non-stationary data streams. Intell. Data Anal. 22 (4 ) : 787-806 (2018 )export record
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journals/sigpro/AkintayoS18 share record
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Adedotun Akintayo , Soumik Sarkar : Hierarchical symbolic dynamic filtering of streaming non-stationary time series data. Signal Process. 151 : 76-88 (2018 )share record
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Michael Khavkin , Mark Last : Preserving Differential Privacy and Utility of Non-stationary Data Streams. ICDM Workshops 2018 : 29-34 share record
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Jesus L. Lobo , Javier Del Ser , Ibai Laña , Miren Nekane Bilbao , Nikola K. Kasabov : Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks. IDC 2018 : 82-94 export record
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conf/ijcnn/Chamby-DiazMBG18 share record
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Jorge C. Chamby-Diaz , Mariana Recamonde Mendoza , Ana L. C. Bazzan , Ricardo Grunitzki : Adaptive Incremental Gaussian Mixture Network for Non-Stationary Data Stream Classification. IJCNN 2018 : 1-8 share record
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Jeremias Knoblauch , Jack Jewson , Theodoros Damoulas : Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with \beta-Divergences. NeurIPS 2018 : 64-75 export record
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journals/corr/abs-1804-08833 share record
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Suchismit Mahapatra , Varun Chandola : Learning Manifolds from Non-stationary Streaming Data. CoRR abs/1804.08833 (2018 )export record
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journals/corr/abs-1806-02261 share record
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Jeremias Knoblauch , Jack Jewson , Theodoros Damoulas : Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with β-Divergences. CoRR abs/1806.02261 (2018 )export record
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journals/corr/abs-1808-02234 share record
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Mahardhika Pratama , Dianhui Wang : Deep Stacked Stochastic Configuration Networks for Non-Stationary Data Streams. CoRR abs/1808.02234 (2018 )export record
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journals/corr/abs-1808-08517 share record
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Mahardhika Pratama , Witold Pedrycz , Geoffrey I. Webb : An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams. CoRR abs/1808.08517 (2018 )2017 share record
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Conor Fahy , Shengxiang Yang , Mario Gongora : Finding Multi-Density Clusters in non-stationary data streams using an Ant Colony with adaptive parameters. CEC 2017 : 673-680 export record
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conf/globecom/ChenaghlouMLS17 share record
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Milad Chenaghlou , Masud Moshtaghi , Christopher Leckie , Mahsa Salehi : An Efficient Method for Anomaly Detection in Non-Stationary Data Streams. GLOBECOM 2017 : 1-6 share record
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Afshin Abdi , Faramarz Fekri : Mixture source identification in non-stationary data streams with applications in compression. ICASSP 2017 : 2502-2506 2016 share record
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Robin Allesiardo : Bandits Manchots sur Flux de Données Non Stationnaires. (Multi-armed bandits for non-stationary data streams). University of Paris-Saclay, France, 2016 share record
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Vinícius Mourão Alves de Souza : Classification of non-stationary data stream with application in sensors for insect identification. University of São Paulo, Brazil, 2016 export record
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journals/kais/HosseiniGB16 share record
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Mohammad Javad Hosseini , Ameneh Gholipour , Hamid Beigy : An ensemble of cluster-based classifiers for semi-supervised classification of non-stationary data streams. Knowl. Inf. Syst. 46 (3 ) : 567-597 (2016 )export record
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conf/wilf/AbdullatifMRC16 share record
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Amr Abdullatif , Francesco Masulli , Stefano Rovetta , Alberto Cabri : Graded Possibilistic Clustering of Non-stationary Data Streams. WILF 2016 : 139-150 share record
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Jianyong Sun , Hu Zhang , Aimin Zhou , Qingfu Zhang : Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm. CoRR abs/1606.05169 (2016 )2015 share record
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Ammar Shaker , Eyke Hüllermeier : Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study. Neurocomputing 150 : 250-264 (2015 )share record
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Bruno Silva , Nuno Cavalheiro Marques : The ubiquitous self-organizing map for non-stationary data streams. J. Big Data 2 : 27 (2015 )share record
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Brandon Shane Parker , Latifur Khan : Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams. AAAI 2015 : 2908-2913 share record
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Hyunjoo Kim , Sriganesh Madhvanath , Tong Sun : Hybrid active learning for non-stationary streaming data with asynchronous labeling. IEEE BigData 2015 : 287-292 export record
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conf/ijcnn/ArandjelovicPV15 share record
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Ognjen Arandjelovic , Duc-Son Pham , Svetha Venkatesh : The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. IJCNN 2015 : 1-7