MVStream: Multiview Data Stream Clustering
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Philip S. Yu | Chang-Dong Wang | Hong-Yang Chao | Ling Huang | Philip S Yu | Changdong Wang | Ling Huang | Hongyang Chao
[1] Hal Daumé,et al. Co-regularized Multi-view Spectral Clustering , 2011, NIPS.
[2] Joydeep Ghosh,et al. Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions , 2002, J. Mach. Learn. Res..
[3] Piotr Duda,et al. A New Method for Data Stream Mining Based on the Misclassification Error , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[4] Chang-Dong Wang,et al. A Harmonic Motif Modularity Approach for Multi-layer Network Community Detection , 2018, 2018 IEEE International Conference on Data Mining (ICDM).
[5] Bin Li,et al. Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts , 2018, IEEE Transactions on Cybernetics.
[6] Ioannis Katsavounidis,et al. Low-Complexity Hand Gesture Recognition System for Continuous Streams of Digits and Letters , 2016, IEEE Transactions on Cybernetics.
[7] Yi Yang,et al. A Framework of Online Learning with Imbalanced Streaming Data , 2017, AAAI.
[8] Bidyut Baran Chaudhuri,et al. Handling data irregularities in classification: Foundations, trends, and future challenges , 2018, Pattern Recognit..
[9] Swagatam Das,et al. Clustering with missing features: a penalized dissimilarity measure based approach , 2016, Machine Learning.
[10] Dacheng Tao,et al. Multi-View Intact Space Learning , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[11] Motoaki Kawanabe,et al. Generating an Event Timeline About Daily Activities From a Semantic Concept Stream , 2018, AAAI.
[12] Lin Wu,et al. Multiview Spectral Clustering via Structured Low-Rank Matrix Factorization , 2017, IEEE Transactions on Neural Networks and Learning Systems.
[13] Xuelong Li,et al. Multiview Clustering via Adaptively Weighted Procrustes , 2018, KDD.
[14] Chang-Dong Wang,et al. Multi-Exemplar Affinity Propagation , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[15] Tian Zhang,et al. BIRCH: an efficient data clustering method for very large databases , 1996, SIGMOD '96.
[16] Xindong Wu,et al. Learning From Short Text Streams With Topic Drifts , 2018, IEEE Transactions on Cybernetics.
[17] Aoying Zhou,et al. Density-Based Clustering over an Evolving Data Stream with Noise , 2006, SDM.
[18] Piotr Duda,et al. New Splitting Criteria for Decision Trees in Stationary Data Streams , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[19] Xuelong Li,et al. Self-weighted Multiview Clustering with Multiple Graphs , 2017, IJCAI.
[20] Yu Zhang,et al. Streaming k-Means Clustering with Fast Queries , 2017, 2017 IEEE 33rd International Conference on Data Engineering (ICDE).
[21] Chenping Hou,et al. Reliable Multi-View Clustering , 2018, AAAI.
[22] Chengqi Zhang,et al. Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification , 2015, IEEE Transactions on Cybernetics.
[23] Jesse Davis,et al. Predicting Soccer Highlights from Spatio-Temporal Match Event Streams , 2017, AAAI.
[24] Ge Yu,et al. Clustering Stream Data by Exploring the Evolution of Density Mountain , 2017, Proc. VLDB Endow..
[25] Hal Daumé,et al. A Co-training Approach for Multi-view Spectral Clustering , 2011, ICML.
[26] Chang-Dong Wang,et al. Weighted Multi-view Clustering with Feature Selection , 2016, Pattern Recognit..
[27] Yinghuan Shi,et al. MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[28] Kun Zhan,et al. Graph Learning for Multiview Clustering , 2018, IEEE Transactions on Cybernetics.
[29] Li Tu,et al. Density-based clustering for real-time stream data , 2007, KDD '07.
[30] Mohammad Taghi Hajiaghayi,et al. Market Pricing for Data Streams , 2017, AAAI.
[31] Philip S. Yu,et al. Multi-View Clustering Based on Belief Propagation , 2016, IEEE Transactions on Knowledge and Data Engineering.
[32] Xuelong Li,et al. Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours , 2017, AAAI.
[33] Chang-Dong Wang,et al. Position regularized Support Vector Domain Description , 2013, Pattern Recognit..
[34] Zhengming Ding,et al. Robust Multiview Data Analysis Through Collective Low-Rank Subspace , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[35] Shengxiang Yang,et al. Ant Colony Stream Clustering: A Fast Density Clustering Algorithm for Dynamic Data Streams , 2019, IEEE Transactions on Cybernetics.
[36] Hans-Peter Kriegel,et al. A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise , 1996, KDD.
[37] Mihai Lazarescu,et al. Incremental clustering of dynamic data streams using connectivity based representative points , 2009, Data Knowl. Eng..
[38] Moamar Sayed Mouchaweh,et al. A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams , 2018, IEEE Trans. Neural Networks Learn. Syst..
[39] Feiping Nie,et al. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Multi-View K-Means Clustering on Big Data , 2022 .
[40] André Carlos Ponce de Leon Ferreira de Carvalho,et al. Data stream clustering: A survey , 2013, CSUR.
[41] Hao Huang,et al. Streaming spectral clustering , 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE).
[42] Charu C. Aggarwal,et al. A Survey of Stream Clustering Algorithms , 2018, Data Clustering: Algorithms and Applications.
[43] Qing Wu,et al. AnRAD: A Neuromorphic Anomaly Detection Framework for Massive Concurrent Data Streams , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[44] Philip S. Yu,et al. Dynamic Community Detection in Weighted Graph Streams , 2013, SDM.
[45] Athanasios V. Vasilakos,et al. Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data , 2016, IEEE Transactions on Services Computing.
[46] Latifur Khan,et al. SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream , 2016, AAAI.
[47] Jiebo Luo,et al. Fast Online Incremental Learning on Mixture Streaming Data , 2017, AAAI.
[48] Jin-Yin Chen,et al. A fast density-based data stream clustering algorithm with cluster centers self-determined for mixed data , 2016, Inf. Sci..
[49] Hong Yu,et al. Weighted Multi-View Spectral Clustering Based on Spectral Perturbation , 2018, AAAI.
[50] Jingjing Tang,et al. Multiview Privileged Support Vector Machines , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[51] Chang-Dong Wang,et al. Overlapping Community Detection in Multi-view Brain Network , 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
[52] Lin Wu,et al. Unsupervised Metric Fusion Over Multiview Data by Graph Random Walk-Based Cross-View Diffusion , 2017, IEEE Transactions on Neural Networks and Learning Systems.
[53] Charu C. Aggarwal,et al. Efficient handling of concept drift and concept evolution over Stream Data , 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE).
[54] Philip S. Yu,et al. A Framework for Clustering Evolving Data Streams , 2003, VLDB.
[55] Massih-Reza Amini,et al. Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization , 2009, NIPS.
[56] Chang-Dong Wang,et al. Multi-view Proximity Learning for Clustering , 2018, DASFAA.
[57] Haiquan Zhao,et al. Distributed Online One-Class Support Vector Machine for Anomaly Detection Over Networks , 2019, IEEE Transactions on Cybernetics.
[58] Chang-Dong Wang,et al. SVStream: A Support Vector-Based Algorithm for Clustering Data Streams , 2013, IEEE Transactions on Knowledge and Data Engineering.
[59] Hava T. Siegelmann,et al. Support Vector Clustering , 2002, J. Mach. Learn. Res..
[60] Kurt Driessens,et al. Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees , 2018, AAAI.
[61] Shao-Yuan Li,et al. Partial Multi-View Clustering , 2014, AAAI.
[62] Philip S. Yu,et al. A Framework for Projected Clustering of High Dimensional Data Streams , 2004, VLDB.
[63] Wei Zhang,et al. Consistent and Specific Multi-View Subspace Clustering , 2018, AAAI.
[64] Chang-Dong Wang,et al. Higher-Order Multi-Layer Community Detection , 2019, AAAI.
[65] Robert P. W. Duin,et al. Support vector domain description , 1999, Pattern Recognit. Lett..
[66] Sudipto Guha,et al. Clustering Data Streams: Theory and Practice , 2003, IEEE Trans. Knowl. Data Eng..
[67] Chang-Dong Wang,et al. Multi-view Intact Space Clustering , 2017, 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR).
[68] Shangsong Liang,et al. Dynamic User Profiling for Streams of Short Texts , 2018, AAAI.