@article{bb131700, AUTHOR = "Romaszewski, M. and Glomb, P. and Cholewa, M.", TITLE = "Semi-supervised hyperspectral classification from a small number of training samples using a co-training approach", JOURNAL = PandRS, VOLUME = "121", YEAR = "2016", NUMBER = "1", PAGES = "60-76", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127756"} @article{bb131701, AUTHOR = "Xu, L. and Clausi, D.A. and Li, F. and Wong, A.", TITLE = "Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "3", MONTH = "March", PAGES = "1424-1436", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127757"} @article{bb131702, AUTHOR = "Li, F. and Clausi, D.A. and Xu, L. and Wong, A.", TITLE = "ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "3-16", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127758"} @article{bb131703, AUTHOR = "Xue, Z.H. and Du, P.J. and Su, H.J. and Zhou, S.G.", TITLE = "Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127759"} @article{bb131704, AUTHOR = "Ma, L. and Crawford, M.M. and Tian, J.", TITLE = "Local Manifold Learning-Based k-Nearest-Neighbor for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "11", MONTH = "November", PAGES = "4099-4109", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127760"} @article{bb131705, AUTHOR = "Ma, L. and Crawford, M.M. and Yang, X.Q. and Guo, Y.", TITLE = "Local-Manifold-Learning-Based Graph Construction for Semisupervised Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "5", MONTH = "May", PAGES = "2832-2844", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127761"} @article{bb131706, AUTHOR = "Ma, L. and Ma, A.D. and Ju, C. and Li, X.M.", TITLE = "Graph-Based Semi-Supervised Learning for Spectral-Spatial Hyperspectral Image Classification", JOURNAL = PRL, VOLUME = "83, Part 2", YEAR = "2016", NUMBER = "1", PAGES = "133-142", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127762"} @article{bb131707, AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X. and Ma, L.", TITLE = "Probabilistic class structure regularized sparse representation graph for semi-supervised hyperspectral image classification", JOURNAL = PR, VOLUME = "63", YEAR = "2017", NUMBER = "1", PAGES = "102-114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127763"} @article{bb131708, AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X.", TITLE = "Representation Space-Based Discriminative Graph Construction for Semisupervised Hyperspectral Image Classification", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "35-39", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127764"} @article{bb131709, AUTHOR = "Shao, Y.J. and Sang, N. and Gao, C.X. and Ma, L.", TITLE = "Spatial and Class Structure Regularized Sparse Representation Graph for Semi-Supervised Hyperspectral Image Classification", JOURNAL = PR, VOLUME = "81", YEAR = "2018", PAGES = "81-94", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127765"} @article{bb131710, AUTHOR = "Kong, Y. and Wang, X.S. and Cheng, Y. and Chen, C.L.P.", TITLE = "Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127766"} @article{bb131711, AUTHOR = "Zhao, G.X. and Wang, X.S. and Kong, Y. and Cheng, Y.", TITLE = "Spectral-Spatial Joint Classification of Hyperspectral Image Based on Broad Learning System", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127767"} @inproceedings{bb131712, AUTHOR = "Hu, X.P. and Zhao, G.X. and Dong, A. and Lv, G.H. and Zhai, Y. and Guo, Y. and Dong, X.J.", TITLE = "Few-Shot Hyperspectral Image Classification with Spectral-Spatial Feature Fusion Based on Fuzzy Broad Learning System", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "3160-3164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127768"} @inproceedings{bb131713, AUTHOR = "Guo, Y. and He, M.Y. and Fan, B.", TITLE = "Grid-Transformer for Few-Shot Hyperspectral Image Classification", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "755-759", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127769"} @inproceedings{bb131714, AUTHOR = "Cao, M.X. and Zhao, G.X. and Dong, A. and Lv, G.H. and Guo, Y. and Dong, X.J.", TITLE = "Few-Shot Hyperspectral Image Classification Based on Cross-Domain Spectral Semantic Relation Transformer", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1375-1379", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127770"} @article{bb131715, AUTHOR = "Xie, F.D. and Hu, D.C. and Li, F.F. and Yang, J. and Liu, D.S.", TITLE = "Semi-Supervised Classification for Hyperspectral Images Based on Multiple Classifiers and Relaxation Strategy", JOURNAL = IJGI, VOLUME = "7", YEAR = "2018", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127771"} @article{bb131716, AUTHOR = "Wu, Y. and Mu, G.F. and Qin, C. and Miao, Q.G. and Ma, W.P. and Zhang, X.R.", TITLE = "Semi-Supervised Hyperspectral Image Classification via Spatial-Regulated Self-Training", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127772"} @article{bb131717, AUTHOR = "He, F. and Wang, R. and Jia, W.M.", TITLE = "Fast semi-supervised learning with anchor graph for large hyperspectral images", JOURNAL = PRL, VOLUME = "130", YEAR = "2020", PAGES = "319-326", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127773"} @article{bb131718, AUTHOR = "Shaik, R.U. and Unni, A. and Zeng, W.P.", TITLE = "Quantum Based Pseudo-Labelling for Hyperspectral Imagery: A Simple and Efficient Semi-Supervised Learning Method for Machine Learning Classifiers", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127774"} @inproceedings{bb131719, AUTHOR = "Ling, Z.G. and Li, X.X. and Zou, W. and Guo, S.", TITLE = "Semi-Supervised Learning via Convolutional Neural Network for Hyperspectral Image Classification", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127775"} @article{bb131720, AUTHOR = "Zobrist, A.L.", TITLE = "The organization of extracted features for pattern recognition", JOURNAL = PR, VOLUME = "3", YEAR = "1971", NUMBER = "1", MONTH = "April", PAGES = "23-30", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127776"} @article{bb131721, AUTHOR = "Haralick, R.M. and Dinstein, I.", TITLE = "An Iterative Clustering Procedure", JOURNAL = SMC, VOLUME = "1", YEAR = "1971", NUMBER = "3", MONTH = "July", PAGES = "275-289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127777"} @article{bb131722, AUTHOR = "Biehl, L.L. and Silva, L.F.", TITLE = "A Multilevel Multispectral Data Set Analysis in the Visible and Infrared Wavelength Regions", JOURNAL = PIEEE, VOLUME = "63", YEAR = "1975", NUMBER = "1", PAGES = "164-175", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127778"} @article{bb131723, AUTHOR = "Lukasova, A.", TITLE = "Hierarchical agglomerative clustering procedure", JOURNAL = PR, VOLUME = "11", YEAR = "1979", NUMBER = "5-6", PAGES = "365-381", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127779"} @article{bb131724, AUTHOR = "Smith, S.P. and Dubes, R.C.", TITLE = "Stability of a hierarchical clustering", JOURNAL = PR, VOLUME = "12", YEAR = "1980", NUMBER = "3", PAGES = "177-187", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127780"} @article{bb131725, AUTHOR = "Ozawa, K.", TITLE = "Classic: A hierarchical clustering algorithm based on asymmetric similarities", JOURNAL = PR, VOLUME = "16", YEAR = "1983", NUMBER = "2", PAGES = "201-211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127781"} @article{bb131726, AUTHOR = "Ozawa, K.", TITLE = "A stratificational overlapping cluster scheme", JOURNAL = PR, VOLUME = "18", YEAR = "1985", NUMBER = "3-4", PAGES = "279-286", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127782"} @article{bb131727, AUTHOR = "Perruchet, C.", TITLE = "Constrained agglomerative hierarchical classification", JOURNAL = PR, VOLUME = "16", YEAR = "1983", NUMBER = "2", PAGES = "213-217", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127783"} @article{bb131728, AUTHOR = "Schuermann, J. and Doster, W.", TITLE = "A decision theoretic approach to hierarchical classifier design", JOURNAL = PR, VOLUME = "17", YEAR = "1984", NUMBER = "3", PAGES = "359-369", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127784"} @article{bb131729, AUTHOR = "Lopez de Mantaras, R. and Aguilar Martin, J.", TITLE = "Self-learning pattern classification using a sequential clustering technique", JOURNAL = PR, VOLUME = "18", YEAR = "1985", NUMBER = "3-4", PAGES = "271-277", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127785"} @article{bb131730, AUTHOR = "Jain, N.C. and Indrayan, A. and Goel, L.R.", TITLE = "Monte Carlo comparison of six hierarchical clustering methods on random data", JOURNAL = PR, VOLUME = "19", YEAR = "1986", NUMBER = "1", PAGES = "95-99", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127786"} @article{bb131731, AUTHOR = "Plastria, F.", TITLE = "Two hierarchies associated with each clustering scheme", JOURNAL = PR, VOLUME = "19", YEAR = "1986", NUMBER = "2", PAGES = "193-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127787"} @article{bb131732, AUTHOR = "Kurzynski, M.W.", TITLE = "On the Identity of Optimal Strategies for Multistage Classifiers", JOURNAL = PRL, VOLUME = "10", YEAR = "1989", NUMBER = "1", PAGES = "39-46", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127788"} @inproceedings{bb131733, AUTHOR = "Kurzynski, M.W. and Puchala, E. and Blinowska, A.", TITLE = "A branch-and-bound algorithm for optimization of multiperspective classifier", BOOKTITLE = ICPR94, YEAR = "1994", PAGES = "B:235-239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127789"} @inproceedings{bb131734, AUTHOR = "Kurzynski, M.W. and Puchala, E.", TITLE = "Algorithms of the multiperspective pattern recognition", BOOKTITLE = ICPR92, YEAR = "1992", PAGES = "II:627-630", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127790"} @article{bb131735, AUTHOR = "Spivak, S.", TITLE = "A multisurface method for pattern classification", JOURNAL = PR, VOLUME = "22", YEAR = "1989", NUMBER = "5", PAGES = "587-591", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127791"} @article{bb131736, AUTHOR = "Spivak, S.", TITLE = "Some properties of the multisurface method for pattern classification", JOURNAL = PR, VOLUME = "24", YEAR = "1991", NUMBER = "4", PAGES = "325-330", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127792"} @article{bb131737, AUTHOR = "Li, X.", TITLE = "Parallel algorithms for hierarchical clustering and cluster validity", JOURNAL = PAMI, VOLUME = "12", YEAR = "1990", NUMBER = "11", MONTH = "November", PAGES = "1088-1092", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127793"} @article{bb131738, AUTHOR = "Murtagh, F.", TITLE = "Comments on 'Parallel algorithms for hierarchical clustering and cluster validity'", JOURNAL = PAMI, VOLUME = "14", YEAR = "1992", NUMBER = "10", MONTH = "October", PAGES = "1056-1057", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127794"} @article{bb131739, AUTHOR = "Zhang, Q.W. and Boyle, R.D.", TITLE = "A new clustering algorithm with multiple runs of iterative procedures", JOURNAL = PR, VOLUME = "24", YEAR = "1991", NUMBER = "9", PAGES = "835-848", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127795"} @article{bb131740, AUTHOR = "Chan, K.P. and Cheung, Y.S.", TITLE = "Clustering of clusters", JOURNAL = PR, VOLUME = "25", YEAR = "1992", NUMBER = "2", MONTH = "February", PAGES = "211-217", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127796"} @article{bb131741, AUTHOR = "Liaw, J.N. and Kashyap, R.L.", TITLE = "A new sequential classifier using information criterion window", JOURNAL = PR, VOLUME = "27", YEAR = "1994", NUMBER = "10", MONTH = "October", PAGES = "1423-1438", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127797"} @article{bb131742, AUTHOR = "Zavaljevski, A. and Dhawan, A.P. and Kelch, D.J. and Riddell, J.", TITLE = "Adaptive Multilevel Classification and Detection in Multispectral Images", JOURNAL = OptEng, VOLUME = "35", YEAR = "1996", NUMBER = "10", MONTH = "October", PAGES = "2884-2893", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127798"} @article{bb131743, AUTHOR = "El Sonbaty, Y. and Ismail, M.A.", TITLE = "On-line hierarchical clustering", JOURNAL = PRL, VOLUME = "19", YEAR = "1998", NUMBER = "14", MONTH = "December", PAGES = "1285-1291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127799"} @article{bb131744, AUTHOR = "Fisher, D.", TITLE = "Iterative Optimization and Simplification of Hierarchical Clusterings", JOURNAL = JAIR, VOLUME = "4", YEAR = "1996", PAGES = "147-178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127800"} @article{bb131745, AUTHOR = "Labonte, G.", TITLE = "On a Neural Network that Performs an Enhanced Nearest-Neighbour Matching", JOURNAL = PAA, VOLUME = "3", YEAR = "2000", NUMBER = "3 2000", PAGES = "267-278", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127801"} @article{bb131746, AUTHOR = "Leung, Y. and Zhang, J.S. and Xu, Z.B.", TITLE = "Clustering by Scale-Space Filtering", JOURNAL = PAMI, VOLUME = "22", YEAR = "2000", NUMBER = "12", MONTH = "December", PAGES = "1396-1410", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127802"} @article{bb131747, AUTHOR = "Leung, Y. and Ma, J.H. and Zhang, W.X.", TITLE = "A New Method for Mining Regression Classes in Large Data Sets", JOURNAL = PAMI, VOLUME = "23", YEAR = "2001", NUMBER = "1", MONTH = "January", PAGES = "5-21", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127803"} @article{bb131748, AUTHOR = "Talavera, L. and Bejar, J.", TITLE = "Generality-Based Conceptual Clustering with Probabilistic Concepts", JOURNAL = PAMI, VOLUME = "23", YEAR = "2001", NUMBER = "2", MONTH = "February", PAGES = "196-206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127804"} @article{bb131749, AUTHOR = "Fieguth, P.W.", TITLE = "Multiply-rooted multiscale models for large-scale estimation", JOURNAL = IP, VOLUME = "10", YEAR = "2001", NUMBER = "11", MONTH = "November", PAGES = "1676-1686", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127805"} @inproceedings{bb131750, AUTHOR = "Fieguth, P.W.", TITLE = "Foveated Multiscale Models for Large-Scale Estimation", BOOKTITLE = ICIP99, YEAR = "1999", PAGES = "II:871-874", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127806"} @inproceedings{bb131751, AUTHOR = "Fieguth, P.W.", TITLE = "Multipole-motivated reduced-state estimation", BOOKTITLE = ICIP98, YEAR = "1998", PAGES = "I: 635-638", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127807"} @article{bb131752, AUTHOR = "Agnelli, D. and Bollini, A. and Lombardi, L.", TITLE = "Image classification: an evolutionary approach", JOURNAL = PRL, VOLUME = "23", YEAR = "2002", NUMBER = "1-3", MONTH = "January", PAGES = "303-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127808"} @article{bb131753, AUTHOR = "Sun, Y. and Zhu, Q.M. and Chen, Z.X.", TITLE = "An iterative initial-points refinement algorithm for categorical data clustering", JOURNAL = PRL, VOLUME = "23", YEAR = "2002", NUMBER = "7", MONTH = "May", PAGES = "875-884", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127809"} @article{bb131754, AUTHOR = "Lam, W. and Keung, C.K. and Liu, D.Y.", TITLE = "Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction", JOURNAL = PAMI, VOLUME = "24", YEAR = "2002", NUMBER = "8", MONTH = "August", PAGES = "1075-1090", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127810"} @article{bb131755, AUTHOR = "Fernandez Prieto, D.", TITLE = "An iterative approach to partially supervised classification problems", JOURNAL = JRS, VOLUME = "23", YEAR = "2002", NUMBER = "18", MONTH = "September", PAGES = "3887-3892", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127811"} @article{bb131756, AUTHOR = "Rodriguez, C. and Soraluze, I. and Muguerza, J. and Martin, J.I. and Alvarez, G.", TITLE = "Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost", JOURNAL = PR, VOLUME = "35", YEAR = "2002", NUMBER = "12", MONTH = "December", PAGES = "2761-2769", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127812"} @article{bb131757, AUTHOR = "Vijaya, P.A. and Murty, M.N. and Subramanian, D.K.", TITLE = "Leaders-Subleaders: An efficient hierarchical clustering algorithm for large data sets", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "4", MONTH = "March", PAGES = "505-513", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127813"} @article{bb131758, AUTHOR = "Huber, R. and Ramoser, H. and Mayer, K. and Penz, H. and Rubik, M.", TITLE = "Classification of coins using an eigenspace approach", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "1", MONTH = "January", PAGES = "61-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127814"} @article{bb131759, AUTHOR = "Hill, E.J. and Alder, M.D. and de Silva, C.J.S.", TITLE = "An improvement to the DR clustering algorithm", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "1", MONTH = "January", PAGES = "101-107", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127815"} @article{bb131760, AUTHOR = "Lee, S. and Crawford, M.M.", TITLE = "Unsupervised Multistage Image Classification Using Hierarchical Clustering With a Bayesian Similarity Measure", JOURNAL = IP, VOLUME = "14", YEAR = "2005", NUMBER = "3", MONTH = "March", PAGES = "312-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127816"} @article{bb131761, AUTHOR = "Milgram, J. and Sabourin, R. and Cheriet, M.", TITLE = "Combining Model-based and Discriminative Approaches in a Modular Two-stage Classification System: Application to Isolated Handwritten Digit Recognition", JOURNAL = ELCVIA, VOLUME = "5", YEAR = "2005", NUMBER = "2", PAGES = "1-15", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127817"} @inproceedings{bb131762, AUTHOR = "Milgram, J. and Sabourin, R. and Cheriet, M.", TITLE = "Two-stage classification system combining model-based and discriminative approaches", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "I: 152-155", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127818"} @article{bb131763, AUTHOR = "Lee, J.W.T. and Yeung, D.S. and Tsang, E.C.C.", TITLE = "Hierarchical clustering based on ordinal consistency", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "11", MONTH = "November", PAGES = "1913-1925", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127819"} @article{bb131764, AUTHOR = "Amador, J.J.", TITLE = "Sequential clustering by statistical methodology", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "14", MONTH = "October", PAGES = "2152-2163", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127820"} @article{bb131765, AUTHOR = "Dutta, M. and Mahanta, A.K. and Pujari, A.K.", TITLE = "QROCK: A quick version of the ROCK algorithm for clustering of categorical data", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "15", MONTH = "November", PAGES = "2364-2373", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127821"} @article{bb131766, AUTHOR = "Zilong, G. and Sun'an, W. and Jian, Z.", TITLE = "A novel immune evolutionary algorithm incorporating chaos optimization", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "1", MONTH = "January", PAGES = "2-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127822"} @article{bb131767, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "On Weighting Clustering", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "8", MONTH = "August", PAGES = "1223-1235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127823"} @inproceedings{bb131768, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "Improving clustering algorithms through constrained convex optimization", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "IV: 557-560", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127824"} @article{bb131769, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "Bregman Divergences and Surrogates for Learning", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2048-2059", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127825"} @inproceedings{bb131770, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Bregman sided and symmetrized centroids", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127826"} @article{bb131771, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Optimal Interval Clustering: Application to Bregman Clustering and Statistical Mixture Learning", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "10", MONTH = "October", PAGES = "1289-1292", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127827"} @inproceedings{bb131772, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Clustering Multivariate Normal Distributions", BOOKTITLE = ETVC08, YEAR = "2008", PAGES = "164-174", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127828"} @article{bb131773, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Generalizing Skew Jensen Divergences and Bregman Divergences With Comparative Convexity", JOURNAL = SPLetters, VOLUME = "24", YEAR = "2017", NUMBER = "8", MONTH = "August", PAGES = "1123-1127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127829"} @inproceedings{bb131774, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "On the efficient minimization of convex surrogates in supervised learning", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127830"} @inproceedings{bb131775, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "Intrinsic Geometries in Learning", BOOKTITLE = ETVC08, YEAR = "2008", PAGES = "175-215", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127831"} @article{bb131776, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "On the chi square and higher-order chi distances for approximating f-divergences", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "1", MONTH = "January", PAGES = "10-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127832"} @article{bb131777, AUTHOR = "Nock, R. and Vaillant, P. and Henry, C. and Nielsen, F.", TITLE = "Soft memberships for spectral clustering, with application to permeable language distinction", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "1", MONTH = "January", PAGES = "43-53", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127833"} @article{bb131778, AUTHOR = "Kushnir, D. and Galun, M. and Brandt, A.", TITLE = "Fast multiscale clustering and manifold identification", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "10", MONTH = "October", PAGES = "1876-1891", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127834"} @article{bb131779, AUTHOR = "Kushnir, D. and Galun, M. and Brandt, A.", TITLE = "Efficient Multilevel Eigensolvers with Applications to Data Analysis Tasks", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "1377-1391", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127835"} @article{bb131780, AUTHOR = "Martinez Otzeta, J.M. and Sierra, B. and Lazkano, E. and Astigarraga, A.", TITLE = "Classifier hierarchy learning by means of genetic algorithms", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "16", MONTH = "December", PAGES = "1998-2004", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127836"} @inproceedings{bb131781, AUTHOR = "Martinez Otzeta, J.M. and Sierra, B. and Lazkano, E. and Jauregi, E. and Yurramendi, Y.", TITLE = "Analyzing Classifier Hierarchy Multiclassifier Learning", BOOKTITLE = CIARP08, YEAR = "2008", PAGES = "775-782", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127837"} @article{bb131782, AUTHOR = "Cao, F. and Delon, J. and Desolneux, A. and Muse, P. and Sur, F.", TITLE = "A Unified Framework for Detecting Groups and Application to Shape Recognition", JOURNAL = JMIV, VOLUME = "27", YEAR = "2007", NUMBER = "2", MONTH = "February", PAGES = "91-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127838"} @article{bb131783, AUTHOR = "Santos, J.M. and de Sa, J.M. and Alexandre, L.A.", TITLE = "LEGClust: A Clustering Algorithm Based on Layered Entropic Subgraphs", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "1", MONTH = "January", PAGES = "62-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127839"} @article{bb131784, AUTHOR = "Goldberger, J. and Tassa, T.", TITLE = "A hierarchical clustering algorithm based on the Hungarian method", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "11", MONTH = "August", PAGES = "1632-1638", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127840"} @article{bb131785, AUTHOR = "Dang, E.K.F. and Luk, R.W.P. and Lee, D.L. and Ho, K.S. and Chan, S.C.F.", TITLE = "Optimal Combination of Nested Clusters by a Greedy Approximation Algorithm", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2083-2087", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127841"} @article{bb131786, AUTHOR = "Li, X.T. and Ye, Y.M. and Li, M.J.J. and Ng, M.K.", TITLE = "On cluster tree for nested and multi-density data clustering", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "9", MONTH = "September", PAGES = "3130-3143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127842"} @article{bb131787, AUTHOR = "Tang, X.Q. and Zhu, P. and Cheng, J.X.", TITLE = "The structural clustering and analysis of metric based on granular space", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "11", MONTH = "November", PAGES = "3768-3786", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127843"} @article{bb131788, AUTHOR = "Perina, A. and Cristani, M. and Castellani, U. and Murino, V. and Jojic, N.", TITLE = "Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "1249-1262", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127844"} @inproceedings{bb131789, AUTHOR = "Bicego, M. and Perina, A. and Murino, V. and Martins, A.F.T. and Aguiar, P.M.Q. and Figueiredo, M.A.T.", TITLE = "Combining free energy score spaces with information theoretic kernels: Application to scene classification", BOOKTITLE = ICIP10, YEAR = "2010", PAGES = "2661-2664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127845"} @article{bb131790, AUTHOR = "Li, C.Z. and Xu, Z.B. and Luo, T.", TITLE = "A heuristic hierarchical clustering based on multiple similarity measurements", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "2", MONTH = "January", PAGES = "155-162", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127846"} @article{bb131791, AUTHOR = "Perez Suarez, A. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Medina Pagola, J.E.", TITLE = "An algorithm based on density and compactness for dynamic overlapping clustering", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "11", MONTH = "November", PAGES = "3040-3055", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127847"} @article{bb131792, AUTHOR = "Zhang, W. and Zhao, D.L. and Wang, X.G.", TITLE = "Agglomerative clustering via maximum incremental path integral", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "11", MONTH = "November", PAGES = "3056-3065", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127848"} @article{bb131793, AUTHOR = "Kim, B.S. and Park, J.Y. and Gilbert, A.C. and Savarese, S.", TITLE = "Hierarchical classification of images by sparse approximation", JOURNAL = IVC, VOLUME = "31", YEAR = "2013", NUMBER = "12", PAGES = "982-991", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127849"} @inproceedings{bb131794, AUTHOR = "Kim, B.S. and Park, J.Y. and Mohan, A. and Gilbert, A.C. and Savarese, S.", TITLE = "Hierarchical Classification of Images by Sparse Approximation 1", BOOKTITLE = BMVC11, YEAR = "2011", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127850"} @article{bb131795, AUTHOR = "Abin, A.A. and Beigy, H.", TITLE = "Active selection of clustering constraints: a sequential approach", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "3", PAGES = "1443-1458", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127851"} @article{bb131796, AUTHOR = "Abin, A.A. and Beigy, H.", TITLE = "Active constrained fuzzy clustering: A multiple kernels learning approach", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "3", PAGES = "953-967", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127852"} @article{bb131797, AUTHOR = "Lotfi, A. and Moradi, P. and Beigy, H.", TITLE = "Density peaks clustering based on density backbone and fuzzy neighborhood", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107449", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127853"} @article{bb131798, AUTHOR = "Abin, A.A.", TITLE = "Clustering with side information: Further efforts to improve efficiency", JOURNAL = PRL, VOLUME = "84", YEAR = "2016", NUMBER = "1", PAGES = "252-258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127854"} @article{bb131799, AUTHOR = "Sharmila, T.S. and Ramar, K. and Raja, T.S.R.", TITLE = "Impact of applying pre-processing techniques for improving classification accuracy", JOURNAL = SIViP, VOLUME = "8", YEAR = "2014", NUMBER = "1", MONTH = "January", PAGES = "149-157", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127855"}