Search results for "spectral clustering"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
4	Zheng Tian, Xiaobin Li, YanWei Ju	Spectral clustering based on matrix perturbation theory.	Science in China Series F: Information Sciences	2007	DBLP DOI BibTeX RDF	weight matrix, spectrum of weight matrix, number of the clusters, unsupervised spectral clustering algorithm based on weight matrix, spectral clustering
3	Xiang Wang, Ian Davidson	Flexible constrained spectral clustering.	KDD	2010	DBLP DOI BibTeX RDF	spectral clustering, constrained clustering
3	Atsushi Tatsuma, Masaki Aono	Multi-Fourier spectra descriptor and augmentation with spectral clustering for 3D shape retrieval.	The Visual Computer	2009	DBLP DOI BibTeX RDF	Spectral clustering, Feature vector, Shape retrieval
3	Xiuli Ma, Wanggen Wan, Licheng Jiao	Spectral clustering ensemble for image segmentation.	GEC Summit	2009	DBLP DOI BibTeX RDF	image segmentation., nystrom approximation, spectral clustering, cluster ensemble
3	Liang Wang 0001, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek	Approximate Spectral Clustering.	PAKDD	2009	DBLP DOI BibTeX RDF	scalability, sampling, Spectral clustering, matrix approximation
3	Donghui Yan, Ling Huang, Michael I. Jordan	Fast approximate spectral clustering.	KDD	2009	DBLP DOI BibTeX RDF	data quantization, unsupervised learning, spectral clustering
3	Yangqiu Song, WenYen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang	Parallel Spectral Clustering.	ECML/PKDD	2008	DBLP DOI BibTeX RDF	Parallel spectral clustering, distributed computing
3	Naoyuki Tsuruta, Saleh K. H. Aly, Sakashi Maeda	Dimensionality Estimation for Self-Organizing Map by Using Spectral Clustering.	ICIC	2008	DBLP DOI BibTeX RDF	Dimensionality estimation, feature extraction, Self-organizing Map, image recognition, Spectral Clustering
3	Hui Yin, Siwei Luo, Yaping Huang	A Global Contour-Grouping Algorithm Based on Spectral Clustering.	ISNN	2008	DBLP DOI BibTeX RDF	Contour grouping, Wavelet edge, Spectral clustering, Singularity, Global feature
3	Lei Bao, Sheng Tang, Jintao Li, Yongdong Zhang, Wei-ping Ye	Document Clustering Based on Spectral Clustering and Non-negative Matrix Factorization.	IEA/AIE	2008	DBLP DOI BibTeX RDF	Document Clustering, Spectral Clustering, Non-negative Matrix Factorization
3	Vasileios Chasanis, Aristidis Likas, Nikolas P. Galatsanos	Efficient Video Shot Summarization Using an Enhanced Spectral Clustering Approach.	ICANN	2008	DBLP DOI BibTeX RDF	Global k-means, Video summarization, Spectral clustering, Key-frame extraction
3	Vasileios Chasanis, Aristidis Likas, Nikolas P. Galatsanos	Video rushes summarization using spectral clustering and sequence alignment.	TVS	2008	DBLP DOI BibTeX RDF	global k-means, video summarization, spectral clustering, key-frame extraction
3	Ulrike von Luxburg	A tutorial on spectral clustering.	Statistics and Computing	2007	DBLP DOI BibTeX RDF	Spectral clustering, Graph Laplacian
3	Xiaobin Li, Zheng Tian	Multiscale stochastic hierarchical image segmentation by spectral clustering.	Science in China Series F: Information Sciences	2007	DBLP DOI BibTeX RDF	random tree, image segmentation, graph, spectral clustering, multiscale
3	Motoki Shiga, Ichigaku Takigawa, Hiroshi Mamitsuka	A spectral clustering approach to optimally combining numericalvectors with a modular network.	KDD	2007	DBLP DOI BibTeX RDF	network modularity, k-means, spectral clustering, eigenvalue problem, heterogeneous data sources
3	Miklós Kurucz, András A. Benczúr, Károly Csalogány, László Lukács	Spectral Clustering in Social Networks.	WebKDD/SNA-KDD	2007	DBLP DOI BibTeX RDF	telephone call graph, social network mining, Web graph, spectral clustering
3	Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, Belle L. Tseng	Evolutionary spectral clustering by incorporating temporal smoothness.	KDD	2007	DBLP DOI BibTeX RDF	evolutionary spectral clustering, mining data streams, preserving cluster membership, temporal smoothness, treserving cluster quality
3	Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis	Kernel k-means: spectral clustering and normalized cuts.	KDD	2004	DBLP DOI BibTeX RDF	kernel k-means, graph partitioning, spectral clustering
2	Carlos Alzate, Johan A. K. Suykens	Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	out-of-sample extensions, model selection, Spectral clustering, kernel principal component analysis
2	Shuzi Niu, Daling Wang, Shi Feng, Ge Yu	An Improved Spectral Clustering Algorithm for Community Discovery.	HIS	2009	DBLP DOI BibTeX RDF	core member, spectral clustering, Page Rank, community discovery
2	Ricardo Vázquez Martín, Pedro Núñez, Antonio Bandera, Francisco Sandoval Hernández	Spectral clustering for feature-based metric maps partitioning in a hybrid mapping framework.	ICRA	2009	DBLP DOI BibTeX RDF
2	Konstantinos Blekas, K. Christodoulidou, Isaac E. Lagaris	Newtonian Spectral Clustering.	ICANN	2009	DBLP DOI BibTeX RDF
2	Carlos Alzate, Marcelo Espinoza, Bart De Moor, Johan A. K. Suykens	Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering.	ICANN	2009	DBLP DOI BibTeX RDF
2	Alexandros Nanopoulos, Hans-Henning Gabriel, Myra Spiliopoulou	Spectral Clustering in Social-Tagging Systems.	WISE	2009	DBLP DOI BibTeX RDF
2	Thomas Bühler, Matthias Hein	Spectral clustering based on the graph p-Laplacian.	ICML	2009	DBLP DOI BibTeX RDF
2	Asli Çelikyilmaz	Soft-Link Spectral Clustering for Information Extraction.	ICSC	2009	DBLP DOI BibTeX RDF
2	Tomoya Sakai, Atsushi Imiya	Fast Spectral Clustering with Random Projection and Sampling.	MLDM	2009	DBLP DOI BibTeX RDF
2	Guangliang Chen, Gilad Lerman	Spectral Curvature Clustering (SCC).	International Journal of Computer Vision	2009	DBLP DOI BibTeX RDF	Hybrid linear modeling, Multi-way spectral clustering, Polar curvature, Iterative sampling, Motion segmentation, Face clustering
2	Chengyuan Ma, Chin-Hui Lee	Unsupervised anchor shot detection using multi-modal spectral clustering.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Bálint Takács, Yiannis Demiris	Balancing Spectral Clustering for Segmenting Spatio-temporal Observations of Multi-agent Systems.	ICDM	2008	DBLP DOI BibTeX RDF
2	Chris H. Q. Ding, Tao Li, Michael I. Jordan	Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding.	ICDM	2008	DBLP DOI BibTeX RDF
2	Nikolaos D. Doulamis, Panagiotis C. Kokkinos, Emmanouel A. Varvarigos	Spectral Clustering Scheduling Techniques for Tasks with Strict QoS Requirements.	Euro-Par	2008	DBLP DOI BibTeX RDF
2	Xi Li, Zhongfei Zhang, Yanguo Wang, Weiming Hu	Multiclass spectral clustering based on discriminant analysis.	ICPR	2008	DBLP DOI BibTeX RDF
2	Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz	Impulse noise removal by spectral clustering and regularization on graphs.	ICPR	2008	DBLP DOI BibTeX RDF
2	Yun-Chao Gong, Chuanliang Chen	Locality Spectral Clustering.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF
2	Peng Yang, Biao Huang	A Spectral Clustering Algorithm Based on Normalized Cuts.	CSSE	2008	DBLP DOI BibTeX RDF
2	Tom Coleman, James Saunderson, Anthony Wirth	Spectral clustering with inconsistent advice.	ICML	2008	DBLP DOI BibTeX RDF
2	Xiaozhe Wang, Liang Wang 0001, Anthony Wirth	Pattern discovery in motion time series via structure-based spectral clustering.	CVPR	2008	DBLP DOI BibTeX RDF
2	Zhengdong Lu, Miguel Á. Carreira-Perpiñán	Constrained spectral clustering through affinity propagation.	CVPR	2008	DBLP DOI BibTeX RDF
2	Matthew B. Blaschko, Christoph H. Lampert	Correlational spectral clustering.	CVPR	2008	DBLP DOI BibTeX RDF
2	Sandrine Mouysset, Joseph Noailles, Daniel Ruiz	Using a Global Parameter for Gaussian Affinity Matrices in Spectral Clustering.	VECPAR	2008	DBLP DOI BibTeX RDF
2	Wei Huang, Kap Luk Chan, Yan Gao, Jiayin Zhou, Vincent Chong	Semi-supervised Nasopharyngeal Carcinoma Lesion Extraction from Magnetic Resonance Images Using Online Spectral Clustering with a Learned Metric.	MICCAI	2008	DBLP DOI BibTeX RDF
2	Alok Mishra, Duncan Gillies	Semi Supervised Spectral Clustering for Regulatory Module Discovery.	DILS	2008	DBLP DOI BibTeX RDF
2	Carlos Alzate, Johan A. K. Suykens	Sparse kernel models for spectral clustering using the incomplete Cholesky decomposition.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Markus Prossegger, Abdelhamid Bouchachia	Ant colony optimization for Steiner tree problems.	CSTST	2008	DBLP DOI BibTeX RDF	Steiner tree optimization, parallel ant colony optimization, spectral clustering
2	Tao Xiang, Shaogang Gong	Video Behavior Profiling for Anomaly Detection.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	Behaviour profiling, Dynamic Scene Modelling, FeatureSelection, Anomaly Detection, Dynamic Bayesian Networks, Spectral clustering
2	Tina Geweniger, Frank-Michael Schleif, Alexander Hasenfuss, Barbara Hammer, Thomas Villmann	Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity.	ICONIP	2008	DBLP DOI BibTeX RDF	similarity data, neural gas, kMeans, message passing, Cluster algorithm, Kolmogorov complexity, spectral clustering
2	Wenxin Yang, Junping Zhang	Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA).	PAKDD	2007	DBLP DOI BibTeX RDF
2	Stefano Rovetta, Francesco Masulli, Maurizio Filippone	Membership Embedding Space Approach and Spectral Clustering.	KES	2007	DBLP DOI BibTeX RDF
2	Christoffer Valgren, Tom Duckett, Achim J. Lilienthal	Incremental Spectral Clustering and Its Application To Topological Mapping.	ICRA	2007	DBLP DOI BibTeX RDF
2	Zhenguo Li, Jianzhuang Liu, Shifeng Chen, Xiaoou Tang	Noise Robust Spectral Clustering.	ICCV	2007	DBLP DOI BibTeX RDF
2	Tony Jebara, Yingbo Song, Kapil Thadani	Spectral Clustering and Embedding with Hidden Markov Models.	ECML	2007	DBLP DOI BibTeX RDF
2	Xi Li, Weiming Hu, Zhongfei Zhang	Corner Detection of Contour Images using Spectral Clustering.	ICIP	2007	DBLP DOI BibTeX RDF
2	Dengyong Zhou, Christopher J. C. Burges	Spectral clustering and transductive learning with multiple views.	ICML	2007	DBLP DOI BibTeX RDF
2	M. Aiello, F. Andreozzi, Ezio Catanzariti, Francesco Isgrò, Matteo Santoro	Fast convergence for spectral clustering.	ICIAP	2007	DBLP DOI BibTeX RDF
2	Tie-Yan Liu, Huai-Yuan Yang, Xin Zheng, Tao Qin, Wei-Ying Ma	Fast Large-Scale Spectral Clustering by Sequential Shrinkage Optimization.	ECIR	2007	DBLP DOI BibTeX RDF
2	Pallavi Tiwari, Anant Madabhushi, Mark Rosen	A Hierarchical Unsupervised Spectral Clustering Scheme for Detection of Prostate Cancer from Magnetic Resonance Spectroscopy (MRS).	MICCAI	2007	DBLP DOI BibTeX RDF
2	Samuel Foucher, Langis Gagnon	Automatic Detection and Clustering of Actor Faces based on Spectral Clustering Techniques.	CRV	2007	DBLP DOI BibTeX RDF
2	António R. C. Paiva, Sudhir Rao, Il Park 0002, Jose C. Principe	Spectral Clustering of Synchronous Spike Trains.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis	Weighted Graph Cuts without Eigenvectors A Multilevel Approach.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	Data Mining, Clustering, Segmentation, k-means, k-means, Kernel, Graph Partitioning, Spectral Clustering
2	Steven Van Vaerenbergh, Ignacio Santamaría	A spectral clustering approach to underdetermined postnonlinear blind source separation of sparse sources.	IEEE Transactions on Neural Networks	2006	DBLP DOI BibTeX RDF
2	Stefan Atev, Osama Masoud, Nikolaos Papanikolopoulos	Learning Traffic Patterns at Intersections by Spectral Clustering of Motion Trajectories.	IROS	2006	DBLP DOI BibTeX RDF
2	Bo Chen, Bin Gao, Tie-Yan Liu, Yu-Fu Chen, Wei-Ying Ma	Fast Spectral Clustering of Data Using Sequential Matrix Compression.	ECML	2006	DBLP DOI BibTeX RDF
2	Tony Jebara, Vlad Shchogolev	B-Matching for Spectral Clustering.	ECML	2006	DBLP DOI BibTeX RDF
2	Jing Chen, Qing Li	Concept Hierarchy Construction by Combining Spectral Clustering and Subsumption Estimation.	WISE	2006	DBLP DOI BibTeX RDF
2	S. S. Mohamed, A. M. Youssef, E. F. El-Saadany, Magdy M. A. Salama	On the Use of Spectral Clustering for Prostate Tissue Characterization.	CCECE	2006	DBLP DOI BibTeX RDF
2	Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip S. Yu	Spectral clustering for multi-type relational data.	ICML	2006	DBLP DOI BibTeX RDF
2	Ulas Ziyan, David Tuch, Carl-Fredrik Westin	Segmentation of Thalamic Nuclei from DTI Using Spectral Clustering.	MICCAI	2006	DBLP DOI BibTeX RDF
2	Carlos Alzate, Johan A. K. Suykens	A Weighted Kernel PCA Formulation with Out-of-Sample Extensions for Spectral Clustering Methods.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Robert Jenssen, Deniz Erdogmus, Jose C. Principe	Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Hui Han, Hongyuan Zha, C. Lee Giles	Name disambiguation in author citations using a K-way spectral clustering method.	JCDL	2005	DBLP DOI BibTeX RDF	feature selection, unsupervised learning, spectral clustering, name disambiguation
2	Hong Chang, Dit-Yan Yeung	Robust Path-Based Spectral Clustering with Application to Image Segmentation.	ICCV	2005	DBLP DOI BibTeX RDF
2	Chris H. Q. Ding, Xiaofeng He, Horst D. Simon	Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering.	ECML	2005	DBLP DOI BibTeX RDF
2	Nora Speer, Christian Spieth, Andreas Zell	Spectral Clustering Gene Ontology Terms to Group Genes by Function.	WABI	2005	DBLP DOI BibTeX RDF
2	Neculai Archip, Robert Rohling, Peter Cooperberg, Hamid Tahmasebpour, Simon K. Warfield	Spectral Clustering Algorithms for Ultrasound Image Segmentation.	MICCAI	2005	DBLP DOI BibTeX RDF
2	Chong-Jun Wang, Wu-Jun Li, Lin Ding, Juan Tian, Shifu Chen	Image Segmentation Using Spectral Clustering.	ICTAI	2005	DBLP DOI BibTeX RDF
2	Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis	A fast kernel-based multilevel algorithm for graph clustering.	KDD	2005	DBLP DOI BibTeX RDF	kernel methods, spectral clustering, graph clustering, multilevel methods
2	Rui Cai, Lie Lu, Alan Hanjalic	Unsupervised content discovery in composite audio.	ACM Multimedia	2005	DBLP DOI BibTeX RDF	auditory scene, content-based audio analysis, information-theoretic co-clustering, key audio element, unsupervised approach, spectral clustering
2	Yun Zhai, Mubarak Shah	Determining structure in continuously recorded videos.	ACM Multimedia	2005	DBLP DOI BibTeX RDF	fuzzy representation, spectral clustering, scene detection
2	Rong Liu, Hao Zhang 0002	Segmentation of 3D Meshes through Spectral Clustering.	Pacific Conference on Computer Graphics and Applications	2004	DBLP DOI BibTeX RDF
2	Marco Saerens, François Fouss, Luh Yen, Pierre Dupont	The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering.	ECML	2004	DBLP DOI BibTeX RDF
2	Jin Hyeong Park, Hongyuan Zha, Rangachar Kasturi	Spectral Clustering for Robust Motion Segmentation.	ECCV	2004	DBLP DOI BibTeX RDF
2	Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin	On the Convergence of Spectral Clustering on Random Samples: The Normalized Case.	COLT	2004	DBLP DOI BibTeX RDF
2	Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin	Locality preserving clustering for image database.	ACM Multimedia	2004	DBLP DOI BibTeX RDF	locality preserving clustering, spectral clustering, image clustering, locality preserving projections
2	Stella X. Yu, Jianbo Shi	Multiclass Spectral Clustering.	ICCV	2003	DBLP DOI BibTeX RDF
1	Ruifang He, Bing Qin, Ting Liu	A novel approach to update summarization using evolutionary manifold-ranking and spectral clustering.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Syama Sundar Rangapuram, Matthias Hein	Constrained 1-Spectral Clustering.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Morteza Haghir Chehreghani, Alberto Giovanni Busetto, Joachim M. Buhmann	Information Theoretic Model Validation for Spectral Clustering.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Weifu Chen, Guocan Feng	Spectral clustering with discriminant cuts.	Knowl.-Based Syst.	2012	DBLP DOI BibTeX RDF
1	Tom Michoel, Bruno Nachtergaele	Alignment and integration of complex networks by hypergraph-based spectral clustering	CoRR	2012	DBLP BibTeX RDF
1	Xiang Wang, Buyue Qian, Ian Davidson	On Constrained Spectral Clustering and Its Applications	CoRR	2012	DBLP BibTeX RDF
1	Chia-Ping Chen, Chung-Hsien Wu, Wei-Bin Liang	Robust dialogue act detection based on partial sentence tree, derivation rule, and spectral clustering algorithm.	EURASIP J. Audio, Speech and Music Processing	2012	DBLP DOI BibTeX RDF
1	Shuiping Gou, Xiong Zhuang, Licheng Jiao	Quantum Immune Fast Spectral Clustering for SAR Image Segmentation.	IEEE Geosci. Remote Sensing Lett.	2012	DBLP DOI BibTeX RDF
1	Weifu Chen, Guocan Feng	Spectral clustering: A semi-supervised approach.	Neurocomputing	2012	DBLP DOI BibTeX RDF
1	Gil David, Amir Averbuch	SpectralCAT: Categorical spectral clustering of numerical and nominal data.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Kadim Tasdemir	Vector quantization based approximate spectral clustering of large datasets.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Patrícia F. Castro, Geraldo Xexéo	Granules of Words from Fuzzy Relations and Spectral Clustering.	WEBIST	2012	DBLP BibTeX RDF
1	Sandrine Mouysset, Ronan Guivarch, Joseph Noailles, Daniel Ruiz	Parallel Spectral Clustering for the Segmentation of cDNA Microarray Images.	PACBB	2012	DBLP DOI BibTeX RDF
1	Aryya Gangopadhyay, Ashish Joshi, Ravinder Wali	A spectral clustering technique for studying post-transplant kidney functions.	IHI	2012	DBLP DOI BibTeX RDF
1	Xinyue Liu, Xing Yong, Hongfei Lin	An improved spectral clustering algorithm based on local neighbors in kernel space.	Comput. Sci. Inf. Syst.	2011	DBLP DOI BibTeX RDF