@article{bb136500, AUTHOR = "Xiao, Y. and Wang, H. and Xu, W.", TITLE = "Parameter Selection of Gaussian Kernel for One-Class SVM", JOURNAL = Cyber, VOLUME = "45", YEAR = "2015", NUMBER = "5", MONTH = "May", PAGES = "927-939", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132533"} @article{bb136501, AUTHOR = "Dufrenois, F. and Noyer, J.C.", TITLE = "One class proximal support vector machines", JOURNAL = PR, VOLUME = "52", YEAR = "2016", NUMBER = "1", PAGES = "96-112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132534"} @article{bb136502, AUTHOR = "Liu, Y. and Zhang, B. and Chen, B. and Yang, Y.D.", TITLE = "Robust solutions to fuzzy one-class support vector machine", JOURNAL = PRL, VOLUME = "71", YEAR = "2016", NUMBER = "1", PAGES = "73-77", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132535"} @article{bb136503, AUTHOR = "Erfani, S.M. and Rajasegarar, S. and Karunasekera, S. and Leckie, C.", TITLE = "High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning", JOURNAL = PR, VOLUME = "58", YEAR = "2016", NUMBER = "1", PAGES = "121-134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132536"} @article{bb136504, AUTHOR = "Wu, T. and Liang, Y.C. and Varela, R. and Wu, C.G. and Zhao, G.Z. and Han, X.S.", TITLE = "Self-adaptive SVDD integrated with AP clustering for one-class classification", JOURNAL = PRL, VOLUME = "84", YEAR = "2016", NUMBER = "1", PAGES = "232-238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132537"} @article{bb136505, AUTHOR = "Xiao, Y.C. and Wang, H.G. and Xu, W.L.", TITLE = "Ramp Loss based robust one-class SVM", JOURNAL = PRL, VOLUME = "85", YEAR = "2017", NUMBER = "1", PAGES = "15-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132538"} @article{bb136506, AUTHOR = "Wang, S.Q. and Liu, Q.A. and Zhu, E. and Porikli, F.M. and Yin, J.P.", TITLE = "Hyperparameter selection of one-class support vector machine by self-adaptive data shifting", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "198-211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132539"} @article{bb136507, AUTHOR = "Xue, Y.J. and Beauseroy, P.", TITLE = "Transfer learning for one class SVM adaptation to limited data distribution change", JOURNAL = PRL, VOLUME = "100", YEAR = "2017", NUMBER = "1", PAGES = "117-123", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132540"} @inproceedings{bb136508, AUTHOR = "Xue, Y.J. and Beauseroy, P.", TITLE = "Multi-task learning for one-class SVM with additional new features", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1571-1576", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132541"} @article{bb136509, AUTHOR = "Zhang, W. and Du, L. and Li, L. and Zhang, X.F. and Liu, H.W.", TITLE = "Infinite Bayesian one-class support vector machine based on Dirichlet process mixture clustering", JOURNAL = PR, VOLUME = "78", YEAR = "2018", PAGES = "56-78", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132542"} @article{bb136510, AUTHOR = "Xing, H.J. and Ji, M.", TITLE = "Robust one-class support vector machine with rescaled hinge loss function", JOURNAL = PR, VOLUME = "84", YEAR = "2018", PAGES = "152-164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132543"} @article{bb136511, AUTHOR = "Xing, H.J. and Li, L.F.", TITLE = "Robust least squares one-class support vector machine", JOURNAL = PRL, VOLUME = "138", YEAR = "2020", PAGES = "571-578", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132544"} @article{bb136512, AUTHOR = "Xing, H.J. and He, Z.C.", TITLE = "Adaptive loss function based least squares one-class support vector machine", JOURNAL = PRL, VOLUME = "156", YEAR = "2022", PAGES = "174-182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132545"} @article{bb136513, AUTHOR = "Kefi Fatteh, T. and Ksantini, R. and Kaaniche, M.B. and Bouhoula, A.", TITLE = "A novel incremental one-class support vector machine based on low variance direction", JOURNAL = PR, VOLUME = "91", YEAR = "2019", PAGES = "308-321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132546"} @article{bb136514, AUTHOR = "Cherian, A. and Wang, J.", TITLE = "Generalized One-Class Learning Using Pairs of Complementary Classifiers", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "6993-7009", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132547"} @article{bb136515, AUTHOR = "Rahimzadeh Arashloo, S.", TITLE = "lp-Norm Support Vector Data Description", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132548"} @article{bb136516, AUTHOR = "Xing, H.J. and Zhang, P.P.", TITLE = "Contrastive deep support vector data description", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132549"} @inproceedings{bb136517, AUTHOR = "Fragoso, V. and Scheirer, W. and Hespanha, J. and Turk, M.", TITLE = "One-class slab support vector machine", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "420-425", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132550"} @inproceedings{bb136518, AUTHOR = "Krawczyk, B. and Wozniak, M. and Cyganek, B.", TITLE = "Weighted One-Class Classifier Ensemble Based on Fuzzy Feature Space Partitioning", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "2838-2843", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132551"} @inproceedings{bb136519, AUTHOR = "Braun, A.", TITLE = "Evaluation of One-Class SVM for Pixel-Based and Segment-Based Classification in Remote Sensing", BOOKTITLE = PCVIA10, YEAR = "2010", PAGES = "B:160", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132552"} @inproceedings{bb136520, AUTHOR = "Kim, P.J. and Chang, H.J. and Choi, J.Y.", TITLE = "Fast incremental learning for one-class support vector classifier using sample margin information", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132553"} @inproceedings{bb136521, AUTHOR = "Labusch, K. and Timm, F. and Martinetz, T.", TITLE = "Simple Incremental One-Class Support Vector Classification", BOOKTITLE = DAGM08, YEAR = "2008", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132554"} @inproceedings{bb136522, AUTHOR = "Martinetz, T.", TITLE = "MinOver Revisited for Incremental Support-Vector-Classification", BOOKTITLE = DAGM04, YEAR = "2004", PAGES = "187-194", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132555"} @article{bb136523, AUTHOR = "Cortes, C. and Vapnik, V.", TITLE = "Support-Vector Networks", JOURNAL = MachLearn, VOLUME = "20", YEAR = "1995", NUMBER = "3", PAGES = "273-297", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132556"} @inproceedings{bb136524, AUTHOR = "Vapnik, V.", TITLE = "The Support Vector Method", BOOKTITLE = "ICANN97", YEAR = "1997", PAGES = "263-271", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132557"} @inproceedings{bb136525, AUTHOR = "Scholkopf, B. and Burges, C. and Vapnik, V.", TITLE = "Incorporating Invariances in Support Vector Learning Machines", BOOKTITLE = "ICANN96", YEAR = "1996", PAGES = "47-52", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132558"} @book{bb136526, AUTHOR = "Chang, C.C. and Lin, C.J.", TITLE = "LIBSVM: a library for support vector machines", PUBLISHER = "Online", YEAR = "2001", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132559"} @book{bb136527, TITLE = "LIBSVMTL: a Support Vector Machine Template Library", PUBLISHER = "Online", YEAR = "2001", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132560"} @book{bb136528, AUTHOR = "Scholkopf, B.", TITLE = "Support Vector Machines", PUBLISHER = "Oldenbourg Verlag", YEAR = "1997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132561"} @inproceedings{bb136529, AUTHOR = "Scholkopf, B.", TITLE = "Support Vector Learning", BOOKTITLE = "R. Oldenbourg Verlag", YEAR = "1997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132562"} @article{bb136530, AUTHOR = "Scholkopf, B. and Smola, A.J. and Muller, K.R. and Bartlett, P.L.", TITLE = "New Support Vector Algorithms", JOURNAL = NeurComp, VOLUME = "12", YEAR = "2000", PAGES = "1207-1245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132563"} @article{bb136531, AUTHOR = "Cristianini, N. and Scholkopf, B.", TITLE = "Support Vector Machines and Kernel Methods: The New Generation of Learning Machines", JOURNAL = AIMag, VOLUME = "23", YEAR = "2002", NUMBER = "3", PAGES = "31-41", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132564"} @inproceedings{bb136532, AUTHOR = "Kienzle, W. and Bakir, G.H. and Franz, M.O. and Scholkopf, B.", TITLE = "Efficient Approximations for Support Vector Machines in Object Detection", BOOKTITLE = DAGM04, YEAR = "2004", PAGES = "54-61", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132565"} @book{bb136533, AUTHOR = "Cristianini, N. and Shawe Taylor, J.", TITLE = "An Introduction to Support Vector Machines", PUBLISHER = "Cambridge University Press", YEAR = "2000", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132566"} @article{bb136534, AUTHOR = "Chapelle, O. and Haffner, P. and Vapnik, V.", TITLE = "Support Vector Machines for Histogram-Based Image Classification", JOURNAL = TNN, VOLUME = "10", YEAR = "1999", NUMBER = "5", MONTH = "May", PAGES = "1055-1064", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132567"} @article{bb136535, AUTHOR = "Morra, J.H. and Tu, Z. and Apostolova, L.G. and Green, A.E. and Toga, A.W. and Thompson, P.M.", TITLE = "Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation", JOURNAL = MedImg, VOLUME = "29", YEAR = "2010", NUMBER = "1", MONTH = "January", PAGES = "30-43", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132568"} @book{bb136536, AUTHOR = "Abe, S.", TITLE = "Support Vector Machines for Pattern Classification", PUBLISHER = "Springer-Verlag", YEAR = "2010", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132569"} @article{bb136537, AUTHOR = "Mountrakis, G. and Im, J. and Ogole, C.", TITLE = "Support vector machines in remote sensing: A review", JOURNAL = PandRS, VOLUME = "66", YEAR = "2011", NUMBER = "3", MONTH = "May", PAGES = "247-259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132570"} @article{bb136538, AUTHOR = "Heydari, S.S. and Mountrakis, G.", TITLE = "Meta-analysis of deep neural networks in remote sensing: A comparative study of mono-temporal classification to support vector machines", JOURNAL = PandRS, VOLUME = "152", YEAR = "2019", PAGES = "192-210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132571"} @article{bb136539, AUTHOR = "Low, F. and Michel, U. and Dech, S. and Conrad, C.", TITLE = "Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines", JOURNAL = PandRS, VOLUME = "85", YEAR = "2013", NUMBER = "1", PAGES = "102-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132572"} @article{bb136540, AUTHOR = "Low, F. and Knofel, P. and Conrad, C.", TITLE = "Analysis of uncertainty in multi-temporal object-based classification", JOURNAL = PandRS, VOLUME = "105", YEAR = "2015", NUMBER = "1", PAGES = "91-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132573"} @article{bb136541, AUTHOR = "Low, F. and Duveiller, G. and Conrad, C. and Michel, U.", TITLE = "Impact of Categorical and Spatial Scale on Supervised Crop Classification using Remote Sensing", JOURNAL = PFG, VOLUME = "2015", YEAR = "2015", NUMBER = "1", PAGES = "7-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132574"} @article{bb136542, AUTHOR = "Yang, B. and Shao, Q.M. and Pan, L. and Li, W.B.", TITLE = "A study on regularized Weighted Least Square Support Vector Classifier", JOURNAL = PRL, VOLUME = "108", YEAR = "2018", PAGES = "48-55", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132575"} @article{bb136543, AUTHOR = "Zhu, X.F. and Li, N. and Pan, Y.Z.", TITLE = "Optimization Performance Comparison of Three Different Group Intelligence Algorithms on a SVM for Hyperspectral Imagery Classification", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132576"} @inproceedings{bb136544, AUTHOR = "Arvanitopoulos, N. and Bouzas, D. and Tefas, A.", TITLE = "Laplacian Support Vector Analysis for Subspace Discriminative Learning", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1609-1614", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132577"} @inproceedings{bb136545, AUTHOR = "Orfanidis, G. and Tefas, A.", TITLE = "Exploiting subclass information in Support Vector Machines", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1076-1079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132578"} @inproceedings{bb136546, AUTHOR = "Gavriilidis, V. and Tefas, A.", TITLE = "Random Walk Kernel Applications to Classification Using Support Vector Machines", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "3898-3903", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132579"} @article{bb136547, AUTHOR = "Zhu, Q.Y. and Qin, A.K. and Suganthan, P.N. and Huang, G.B.", TITLE = "Evolutionary extreme learning machine", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "10", MONTH = "October", PAGES = "1759-1763", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132580"} @article{bb136548, AUTHOR = "Chen, C. and Li, W. and Su, H.J. and Liu, K.", TITLE = "Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine", JOURNAL = RS, VOLUME = "6", YEAR = "2014", NUMBER = "6", PAGES = "5795-5814", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132581"} @article{bb136549, AUTHOR = "Li, W. and Chen, C. and Su, H.J. and Du, Q.", TITLE = "Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "7", MONTH = "July", PAGES = "3681-3693", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132582"} @article{bb136550, AUTHOR = "Li, J.J. and Xi, B.B. and Du, Q. and Song, R. and Li, Y.S. and Ren, G.B.", TITLE = "Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132583"} @article{bb136551, AUTHOR = "Riccardi, A. and Fernandez Navarro, F. and Carloni, S.", TITLE = "Cost-Sensitive AdaBoost Algorithm for Ordinal Regression Based on Extreme Learning Machine", JOURNAL = Cyber, VOLUME = "44", YEAR = "2014", NUMBER = "10", MONTH = "October", PAGES = "1898-1909", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132584"} @article{bb136552, AUTHOR = "Lopes, N. and Ribeiro, B.", TITLE = "Towards adaptive learning with improved convergence of deep belief networks on graphics processing units", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "1", PAGES = "114-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132585"} @inproceedings{bb136553, AUTHOR = "Ribeiro, B. and Ribeiro, B.", TITLE = "Extreme Learning Classifier with Deep Concepts", BOOKTITLE = CIARP13, YEAR = "2013", PAGES = "I:182-189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132586"} @article{bb136554, AUTHOR = "Shen, Y. and Zhu, S.J. and Chen, C. and Du, Q. and Xiao, L. and Chen, J.Y. and Pan, D.", TITLE = "Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "7", MONTH = "July", PAGES = "6029-6043", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132587"} @article{bb136555, AUTHOR = "Li, Z.K. and Liu, M. and Chen, Y.S. and Xu, Y.M. and Li, W. and Du, Q.", TITLE = "Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "60", YEAR = "2022", PAGES = "1-18", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132588"} @article{bb136556, AUTHOR = "Li, J.J. and Zhang, Z.Y. and Song, R. and Li, Y.S. and Du, Q.", TITLE = "SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "840-855", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132589"} @article{bb136557, AUTHOR = "Li, W. and Wu, G.D. and Zhang, F. and Du, Q.", TITLE = "Hyperspectral Image Classification Using Deep Pixel-Pair Features", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "2", MONTH = "February", PAGES = "844-853", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132590"} @article{bb136558, AUTHOR = "Ye, Y.B. and Qin, Y.", TITLE = "QR factorization based Incremental Extreme Learning Machine with growth of hidden nodes", JOURNAL = PRL, VOLUME = "65", YEAR = "2015", NUMBER = "1", PAGES = "177-183", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132591"} @article{bb136559, AUTHOR = "Xu, X.Z. and Wang, G.Y. and Ding, S.F. and Jiang, X.Y. and Zhao, Z.P.", TITLE = "A new method for constructing granular neural networks based on rule extraction and extreme learning machine", JOURNAL = PRL, VOLUME = "67, Part 2", YEAR = "2015", NUMBER = "1", PAGES = "138-144", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132592"} @article{bb136560, AUTHOR = "Shen, Q. and Ban, X.J. and Liu, R. and Wang, Y.", TITLE = "Decay-weighted extreme learning machine for balance and optimization learning", JOURNAL = MVA, VOLUME = "28", YEAR = "2017", NUMBER = "7", MONTH = "October", PAGES = "743-753", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132593"} @article{bb136561, AUTHOR = "Zhang, Y.S. and Wu, J. and Zhou, C. and Cai, Z.H.", TITLE = "Instance cloned extreme learning machine", JOURNAL = PR, VOLUME = "68", YEAR = "2017", NUMBER = "1", PAGES = "52-65", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132594"} @article{bb136562, AUTHOR = "Cvetkovic, S. and Stojanovic, M.B. and Nikolic, S.V.", TITLE = "Multi-channel descriptors and ensemble of Extreme Learning Machines for classification of remote sensing images", JOURNAL = SP:IC, VOLUME = "39, Part A", YEAR = "2015", NUMBER = "1", PAGES = "111-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132595"} @article{bb136563, AUTHOR = "Quispe, A.M. and Petitjean, C. and Heutte, L.", TITLE = "Extreme learning machine for out-of-sample extension in Laplacian eigenmaps", JOURNAL = PRL, VOLUME = "74", YEAR = "2016", NUMBER = "1", PAGES = "68-73", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132596"} @article{bb136564, AUTHOR = "Kasun, L.L.C. and Yang, Y. and Huang, G.B. and Zhang, Z.", TITLE = "Dimension Reduction With Extreme Learning Machine", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "8", MONTH = "August", PAGES = "3906-3918", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132597"} @article{bb136565, AUTHOR = "Zhang, L. and Zhang, D.", TITLE = "Robust Visual Knowledge Transfer via Extreme Learning Machine-Based Domain Adaptation", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "10", MONTH = "October", PAGES = "4959-4973", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132598"} @article{bb136566, AUTHOR = "Zhang, Y.S. and Wu, J. and Cai, Z.H. and Zhang, P. and Chen, L.", TITLE = "Memetic Extreme Learning Machine", JOURNAL = PR, VOLUME = "58", YEAR = "2016", NUMBER = "1", PAGES = "135-148", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132599"} @article{bb136567, AUTHOR = "Chen, B.D. and Wang, X. and Lu, N. and Wang, S.Y. and Cao, J. and Qin, J.", TITLE = "Mixture correntropy for robust learning", JOURNAL = PR, VOLUME = "79", YEAR = "2018", PAGES = "318-327", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132600"} @article{bb136568, AUTHOR = "Haut, J.M. and Paoletti, M.E. and Plaza, J. and Plaza, A.", TITLE = "Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines", JOURNAL = RealTimeIP, VOLUME = "14", YEAR = "2018", NUMBER = "3", MONTH = "October", PAGES = "439-462", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132601"} @article{bb136569, AUTHOR = "Li, R. and Wang, X.D. and Lei, L. and Wu, C.M.", TITLE = "Representation learning by hierarchical ELM auto-encoder with double random hidden layers", JOURNAL = IET-CV, VOLUME = "13", YEAR = "2019", NUMBER = "4", MONTH = "June", PAGES = "411-419", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132602"} @article{bb136570, AUTHOR = "Chen, L.J. and Honeine, P. and Hua, Q. and Zhao, J.H. and Xia, S.", TITLE = "Correntropy-based robust multilayer extreme learning machines", JOURNAL = PR, VOLUME = "84", YEAR = "2018", PAGES = "357-370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132603"} @article{bb136571, AUTHOR = "Cai, Y.M. and Liu, X.B. and Zhang, Y.S. and Cai, Z.H.", TITLE = "Hierarchical ensemble of Extreme Learning Machine", JOURNAL = PRL, VOLUME = "116", YEAR = "2018", PAGES = "101-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132604"} @article{bb136572, AUTHOR = "Pradhan, M.K. and Minz, S. and Shrivastava, V.K.", TITLE = "Fast active learning for hyperspectral image classification using extreme learning machine", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "4", MONTH = "March", PAGES = "549-555", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132605"} @article{bb136573, AUTHOR = "Cao, F. and Yang, Z. and Ren, J. and Chen, W. and Han, G. and Shen, Y.", TITLE = "Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "5580-5594", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132606"} @article{bb136574, AUTHOR = "Zhang, W.Y. and Zhang, Z.J. and Wang, L. and Chao, H.C. and Zhou, Z.B.", TITLE = "Extreme learning machines with expectation kernels", JOURNAL = PR, VOLUME = "96", YEAR = "2019", PAGES = "106960", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132607"} @article{bb136575, AUTHOR = "Zhang, Y.S. and Jiang, X.W. and Wang, X.X. and Cai, Z.H.", TITLE = "Spectral-Spatial Hyperspectral Image Classification with Superpixel Pattern and Extreme Learning Machine", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132608"} @article{bb136576, AUTHOR = "Pashaei, A. and Ghatee, M. and Sajedi, H.", TITLE = "Convolution neural network joint with mixture of extreme learning machines for feature extraction and classification of accident images", JOURNAL = RealTimeIP, VOLUME = "17", YEAR = "2020", NUMBER = "4", MONTH = "August", PAGES = "1051-1066", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132609"} @article{bb136577, AUTHOR = "Wang, Z.X. and Chen, S.Y. and Guo, R.W. and Li, B. and Feng, Y.B.", TITLE = "Extreme learning machine with feature mapping of kernel function", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "11", MONTH = "September", PAGES = "2495-2502", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132610"} @article{bb136578, AUTHOR = "Wu, C. and Li, Y.Q. and Zhang, Y. and Liu, B.", TITLE = "Double constrained bag of words for human action recognition", JOURNAL = SP:IC, VOLUME = "98", YEAR = "2021", PAGES = "116399", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132611"} @article{bb136579, AUTHOR = "He, Y.L. and Xu, S.S. and Huang, J.Z.", TITLE = "Creating synthetic minority class samples based on autoencoder extreme learning machine", JOURNAL = PR, VOLUME = "121", YEAR = "2022", PAGES = "108191", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132612"} @article{bb136580, AUTHOR = "Han, T. and Tang, Y.Q. and Yang, X. and Lin, Z.F. and Zou, B. and Feng, H.H.", TITLE = "Change Detection for Heterogeneous Remote Sensing Images with Improved Training of Hierarchical Extreme Learning Machine (HELM)", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132613"} @article{bb136581, AUTHOR = "Wang, S.S. and Liu, Z. and Xie, R. and Ran, L.", TITLE = "Online Sequential Extreme Learning Machine-Based Active Interference Activity Prediction for Cognitive Radar", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132614"} @article{bb136582, AUTHOR = "Zhang, H.S. and Wang, Z.Q. and Chen, D. and Zhu, S. and Xu, D.", TITLE = "Quaternion Extreme Learning Machine Based on Real Augmented Representation", JOURNAL = SPLetters, VOLUME = "30", YEAR = "2023", PAGES = "175-179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132615"} @inproceedings{bb136583, AUTHOR = "Koch, T. and Liebezeit, F. and Riess, C. and Christlein, V. and Kohler, T.", TITLE = "Exploring the Open World Using Incremental Extreme Value Machines", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2792-2799", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132616"} @inproceedings{bb136584, AUTHOR = "Verma, Y.", TITLE = "Surprising Effectiveness of Random Feature Embeddings in eXtreme Classification", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1836-1842", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132617"} @inproceedings{bb136585, AUTHOR = "Rodriguez, P.", TITLE = "Random Generated Dictionaries for Convolutional Sparse Coding: An ELM Interpretation for Simple CSC Applications", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "126-130", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132618"} @inproceedings{bb136586, AUTHOR = "Mittal, A. and Dahiya, K. and Malani, S. and Ramaswamy, J. and Kuruvilla, S. and Ajmera, J. and Chang, K.H. and Agarwal, S. and Kar, P. and Varma, M.", TITLE = "Multi-modal Extreme Classification", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "12383-12392", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132619"} @inproceedings{bb136587, AUTHOR = "Li, Z.Z. and Zhu, X.B. and Wang, L. and Guo, P.Y.", TITLE = "Image Classification Using Convolutional Neural Networks and Kernel Extreme Learning Machines", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3009-3013", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132620"} @inproceedings{bb136588, AUTHOR = "Cui, D.S. and Zhang, G.H. and Han, W.", TITLE = "Compact Feature Representation for Image Classification Using ELMs", BOOKTITLE = CEFR-LCV17, YEAR = "2017", PAGES = "1015-1022", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132621"} @inproceedings{bb136589, AUTHOR = "Lekamalage, C.K.L. and Song, K. and Huang, G.B. and Cui, D. and Liang, K.", TITLE = "Multi layer multi objective extreme learning machine", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1297-1301", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132622"} @inproceedings{bb136590, AUTHOR = "Cui, D. and Huang, G.B. and Kasun, L.L.C. and Zhang, G. and Han, W.", TITLE = "Elmnet: Feature learning using extreme learning machines", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1857-1861", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132623"} @inproceedings{bb136591, AUTHOR = "Guo, L. and Liew, A.W.C.", TITLE = "An Improved Extreme Learning Machine with Parallelized Feature Mapping Structures", BOOKTITLE = DICTA16, YEAR = "2016", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132624"} @inproceedings{bb136592, AUTHOR = "Tang, J.X. and Deng, C.W. and Huang, G.B. and Hou, J.H.", TITLE = "A fast learning algorithm for multi-layer extreme learning machine", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "175-178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132625"} @inproceedings{bb136593, AUTHOR = "Liu, Y. and Xu, X.J. and Wang, C.Y.", TITLE = "Simple Ensemble of Extreme Learning Machine", BOOKTITLE = CISP09, YEAR = "2009", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132626"} @inproceedings{bb136594, AUTHOR = "Cao, L.L. and Huang, W.B. and Sun, F.C.", TITLE = "Optimization-Based Extreme Learning Machine with Multi-kernel Learning Approach for Classification", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "3564-3569", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132627"} @inproceedings{bb136595, AUTHOR = "Shao, Z.F. and Er, M.J. and Huang, G.B.", TITLE = "Receding Horizon Cache and Extreme Learning Machine based Reinforcement Learning", BOOKTITLE = ICARCV12, YEAR = "2012", PAGES = "1591-1596", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634elm1.html#TT132628"} @book{bb136596, AUTHOR = "Huber, P.J.", TITLE = "Robust Statistics", PUBLISHER = "Wiley", YEAR = "1981", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT132629"} @article{bb136597, AUTHOR = "Besl, P.J. and Birch, J.B. and Watson, L.T.", TITLE = "Robust Window Operators", JOURNAL = MVA, VOLUME = "2", YEAR = "1989", PAGES = "179-191", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT132630"} @inproceedings{bb136598, AUTHOR = "Watson, L.T. and Birch, J.B. and Besl, P.J.", TITLE = "Robust Window Operators", BOOKTITLE = ICCV88, YEAR = "1988", PAGES = "591-600", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT132630"} @article{bb136599, AUTHOR = "Gupta, L. and Sayeh, M.R. and Tammana, R.", TITLE = "A Neural Network Approach to Robust Shape Classification", JOURNAL = PR, VOLUME = "23", YEAR = "1990", NUMBER = "6", PAGES = "563-568", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT132631"}