@inproceedings{bb137400,
        AUTHOR = "de Sa, J.P.M. and Sebastiao, R. and Gama, J. and Fontes, T.",
        TITLE = "New Results on Minimum Error Entropy Decision Trees",
        BOOKTITLE = CIARP11,
        YEAR = "2011",
        PAGES = "355-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133422"}

@inproceedings{bb137401,
        AUTHOR = "de Sa, J.P.M. and Gama, J. and Sebastiao, R. and Alexandre, L.A.",
        TITLE = "Decision Trees Using the Minimum Entropy-of-Error Principle",
        BOOKTITLE = CAIP09,
        YEAR = "2009",
        PAGES = "799-807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133423"}

@inproceedings{bb137402,
        AUTHOR = "Martinez Munoz, G. and Larios, N. and Mortensen, E.N. and Zhang, W. and Yamamuro, A. and Paasch, R. and Payet, N. and Lytle, D.A. and Shapiro, L.G. and Todorovic, S. and Moldenke, A. and Dietterich, T.G.",
        TITLE = "Dictionary-free categorization of very similar objects via stacked
evidence trees",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "549-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133424"}

@inproceedings{bb137403,
        AUTHOR = "Aziere, N. and Todorovic, S.",
        TITLE = "Ensemble Deep Manifold Similarity Learning Using Hard Proxies",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7291-7299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133425"}

@inproceedings{bb137404,
        AUTHOR = "Basak, J.",
        TITLE = "Online adaptive clustering in a decision tree framework",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133426"}

@inproceedings{bb137405,
        AUTHOR = "Zhong, M.Y. and Georgiopoulos, M. and Anagnostopoulos, G.C.",
        TITLE = "Properties of the k-norm pruning algorithm for decision tree
classifiers",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133427"}

@inproceedings{bb137406,
        AUTHOR = "Sharp, T.",
        TITLE = "Implementing Decision Trees and Forests on a GPU",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "IV: 595-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133428"}

@inproceedings{bb137407,
        AUTHOR = "Haynes, K. and Liu, X.W. and Mio, W.",
        TITLE = "Recognition using Rapid Classification Tree",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "2753-2756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133429"}

@inproceedings{bb137408,
        AUTHOR = "Isukapalli, R. and Elgammal, A.M.",
        TITLE = "Learning Policies for Efficiently Identifying Objects of Many Classes",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 356-361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133430"}

@inproceedings{bb137409,
        AUTHOR = "Isukapalli, R. and Elgammal, A.M. and Greiner, R.",
        TITLE = "Learning to Detect Objects of Many Classes Using Binary Classifiers",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 352-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133431"}

@inproceedings{bb137410,
        AUTHOR = "Gangaputra, S. and Geman, D.",
        TITLE = "A Design Principle for Coarse-to-Fine Classification",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 1877-1884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133432"}

@inproceedings{bb137411,
        AUTHOR = "Lee, S.T. and Kim, J. and Baek, J.Y. and Han, M.W. and Kim, S.S. and Chon, T.S.",
        TITLE = "Pattern Analysis of Movement Behavior of Medaka (Oryzias latipes)
A Decision Tree Approach",
        BOOKTITLE = CAIP05,
        YEAR = "2005",
        PAGES = "546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133433"}

@inproceedings{bb137412,
        AUTHOR = "Lee, J.S. and Oh, I.S.",
        TITLE = "Binary classification trees for multi-class classification problems",
        BOOKTITLE = ICDAR03,
        YEAR = "2003",
        PAGES = "770-774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133434"}

@inproceedings{bb137413,
        AUTHOR = "Cho, S.Y. and Chi, Z. and Wang, Z.Y. and Siu, W.C.",
        TITLE = "Robust learning in adaptive processing of data structures for tree
representation based image classification",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 108-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133435"}

@inproceedings{bb137414,
        AUTHOR = "Aguirre, M.D. and Barner, K.E.",
        TITLE = "Multiresolution Permutation Filters Based on Decision Trees",
        BOOKTITLE = ICIP00,
        YEAR = "2000",
        PAGES = "Vol I: 924-927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133436"}

@inproceedings{bb137415,
        AUTHOR = "Salvador Sanchez, J. and Pla, F. and Ferri, F.J.",
        TITLE = "A Voronoi-Diagram-Based Approach to Oblique Decision Tree Induction",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 542-544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133437"}

@inproceedings{bb137416,
        AUTHOR = "Gracia, I. and Pla, F. and Ferri, F.J. and Garcia, P.",
        TITLE = "Estimating feature discriminant power in decision tree classifiers",
        BOOKTITLE = CAIP95,
        YEAR = "1995",
        PAGES = "612-617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133438"}

@inproceedings{bb137417,
        AUTHOR = "Lange, M. and Ganebnykh, S.",
        TITLE = "Tree-like data structures for effective recognition of 2-D solids",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 592-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133439"}

@inproceedings{bb137418,
        AUTHOR = "Lange, M.M.",
        TITLE = "Fast Pattern Recognition on a Base of Recursive Representation with
Binary Trees",
        BOOKTITLE = SCIA97,
        YEAR = "1997",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133440"}

@inproceedings{bb137419,
        AUTHOR = "Imiya, A. and Fujiwara, Y.",
        TITLE = "Reconstruction, Recognition, and Representation of Trees",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "I: 595-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133441"}

@inproceedings{bb137420,
        AUTHOR = "Yoshii, H.",
        TITLE = "Pyramid Architecture Classification Tree",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 310-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133442"}

@inproceedings{bb137421,
        AUTHOR = "Mottl, V. and Kostin, A. and Muchnik, I. and Blinov, A. and Kopylov, A.",
        TITLE = "Variational Methods in Signal and Image Analysis",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 525-527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133443"}

@inproceedings{bb137422,
        AUTHOR = "Mottl, V. and Muchnik, I. and Blinov, A. and Kopylov, A.",
        TITLE = "Hidden Tree-Like Quasi-Markov Model and Generalized Technique
for a Class of Image Processing Problems",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 715-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133444"}

@inproceedings{bb137423,
        AUTHOR = "Voracek, J.",
        TITLE = "Tree neural classifier for character recognition",
        BOOKTITLE = CAIP95,
        YEAR = "1995",
        PAGES = "631-636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133445"}

@inproceedings{bb137424,
        AUTHOR = "Shepherd, B.A.",
        TITLE = "An Appraisal of a Decision Tree Approach to Image Classification",
        BOOKTITLE = IJCAI83,
        YEAR = "1983",
        PAGES = "473-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT133446"}

@article{bb137425,
        AUTHOR = "Dietterich, T.G.",
        TITLE = "Random Forests",
        JOURNAL = MachLearn,
        VOLUME = "40",
        YEAR = "2000",
        NUMBER = "2",
        PAGES = "139-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133447"}

@article{bb137426,
        AUTHOR = "Breiman, L.",
        TITLE = "Random Forests",
        JOURNAL = MachLearn,
        VOLUME = "45",
        YEAR = "2001",
        NUMBER = "1",
        PAGES = "5-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133448"}

@article{bb137427,
        AUTHOR = "Ham, J. and Chen, Y. and Crawford, M.M. and Ghosh, J.",
        TITLE = "Investigation of the Random Forest Framework for Classification of
Hyperspectral Data",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "492-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133449"}

@article{bb137428,
        AUTHOR = "Kang, Y. and Nagahashi, H. and Sugimoto, A.",
        TITLE = "Image Categorization Using Scene-Context Scale Based on Random Forests",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1809-1816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133450"}

@inproceedings{bb137429,
        AUTHOR = "Kang, Y. and Nagahashi, H. and Sugimoto, A.",
        TITLE = "Semantic Segmentation and Object Recognition Using Scene-Context Scale",
        BOOKTITLE = PSIVT10,
        YEAR = "2010",
        PAGES = "39-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133451"}

@article{bb137430,
        AUTHOR = "Aoki, K. and Nagahashi, H.",
        TITLE = "Visual Correspondence Grouping via Local Consistent Neighborhood",
        JOURNAL = IEICE,
        VOLUME = "E96-D",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1351-1358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133452"}

@article{bb137431,
        AUTHOR = "Ye, Y.M. and Wu, Q.Y. and Huang, J.Z. and Ng, M.K. and Li, X.T.",
        TITLE = "Stratified sampling for feature subspace selection in random forests
for high dimensional data",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "769-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133453"}

@article{bb137432,
        AUTHOR = "Bosch, A. and Zisserman, A. and Munoz, X.",
        TITLE = "Scene Classification Using a Hybrid Generative/Discriminative Approach",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "712-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133454"}

@inproceedings{bb137433,
        AUTHOR = "Bosch, A. and Zisserman, A. and Munoz, X.",
        TITLE = "Image Classification using Random Forests and Ferns",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133455"}

@inproceedings{bb137434,
        AUTHOR = "Bosch, A. and Zisserman, A. and Munoz, X.",
        TITLE = "Scene Classification Via pLSA",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "IV: 517-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133456"}

@inproceedings{bb137435,
        AUTHOR = "Bosch, A. and Zisserman, A. and Munoz, X.",
        TITLE = "Representing shape with a spatial pyramid kernel",
        BOOKTITLE = CIVR07,
        YEAR = "2007",
        PAGES = "401-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133457"}

@inproceedings{bb137436,
        AUTHOR = "Bosch, A. and Munoz, X. and Marti, J.",
        TITLE = "Using Appearance and Context for Outdoor Scene Object Classification",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "II: 1218-1221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133458"}

@inproceedings{bb137437,
        AUTHOR = "Bosch, A. and Munoz, X. and Oliver, A. and Marti, R.",
        TITLE = "Object and Scene Classification:
What does a Supervised Approach Provide us?",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 773-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133459"}

@article{bb137438,
        AUTHOR = "Rota Bulo, S. and Torsello, A. and Pelillo, M.",
        TITLE = "A game-theoretic approach to partial clique enumeration",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "June",
        PAGES = "911-922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133460"}

@inproceedings{bb137439,
        AUTHOR = "Rota Bulo, S. and Torsello, A. and Pelillo, M.",
        TITLE = "A Continuous-Based Approach for Partial Clique Enumeration",
        BOOKTITLE = GbRPR07,
        YEAR = "2007",
        PAGES = "61-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133461"}

@inproceedings{bb137440,
        AUTHOR = "Albarelli, A. and Rota Bulo, S. and Torsello, A. and Pelillo, M.",
        TITLE = "Matching as a non-cooperative game",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1319-1326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133462"}

@inproceedings{bb137441,
        AUTHOR = "Rota Bulo, S. and Albarelli, A. and Torsello, A. and Pelillo, M.",
        TITLE = "A hypergraph-based approach to affine parameters estimation",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133463"}

@inproceedings{bb137442,
        AUTHOR = "Kontschieder, P. and Fiterau, M. and Criminisi, A. and Rota Bulo, S.",
        TITLE = "Deep Neural Decision Forests",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1467-1475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133464"}

@inproceedings{bb137443,
        AUTHOR = "Kontschieder, P. and Rota Bulo, S. and Donoser, M. and Pelillo, M. and Bischof, H.",
        TITLE = "Semantic Image Labelling as a Label Puzzle Game",
        BOOKTITLE = BMVC11,
        YEAR = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133465"}

@article{bb137444,
        AUTHOR = "Genuer, R. and Poggi, J.M. and Tuleau Malot, C.",
        TITLE = "Variable selection using random forests",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2225-2236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133466"}

@article{bb137445,
        AUTHOR = "Whalen, S. and Peisert, S. and Bishop, M.",
        TITLE = "Multiclass classification of distributed memory parallel computations",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "322-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133467"}

@article{bb137446,
        AUTHOR = "Desir, C. and Bernard, S. and Petitjean, C. and Heutte, L.",
        TITLE = "One class random forests",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3490-3506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133468"}

@inproceedings{bb137447,
        AUTHOR = "Desir, C. and Bernard, S. and Petitjean, C. and Heutte, L.",
        TITLE = "A Random Forest Based Approach for One Class Classification in Medical
Imaging",
        BOOKTITLE = MLMI12,
        YEAR = "2012",
        PAGES = "250-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133469"}

@inproceedings{bb137448,
        AUTHOR = "Desir, C. and Bernard, S. and Petitjean, C. and Heutte, L.",
        TITLE = "A New Random Forest Method for One-Class Classification",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "282-290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133470"}

@article{bb137449,
        AUTHOR = "Zhang, L. and Suganthan, P.N.",
        TITLE = "Random Forests with ensemble of feature spaces",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "10",
        PAGES = "3429-3437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133471"}

@article{bb137450,
        AUTHOR = "Hernandez Lobato, D. and Martinez Munoz, G. and Suarez, A.",
        TITLE = "How large should ensembles of classifiers be?",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1323-1336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133472"}

@article{bb137451,
        AUTHOR = "Quadrianto, N. and Ghahramani, Z.",
        TITLE = "A Very Simple Safe-Bayesian Random Forest",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1297-1303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133473"}

@article{bb137452,
        AUTHOR = "Du, P.J. and Samat, A. and Waske, B. and Liu, S.C. and Li, Z.H.",
        TITLE = "Random Forest and Rotation Forest for fully polarized SAR image
classification using polarimetric and spatial features",
        JOURNAL = PandRS,
        VOLUME = "105",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "38-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133474"}

@article{bb137453,
        AUTHOR = "Millard, K. and Richardson, M.",
        TITLE = "On the Importance of Training Data Sample Selection in Random Forest
Image Classification: A Case Study in Peatland Ecosystem Mapping",
        JOURNAL = RS,
        VOLUME = "7",
        YEAR = "2015",
        NUMBER = "7",
        PAGES = "8489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133475"}

@article{bb137454,
        AUTHOR = "Balzter, H. and Cole, B. and Thiel, C. and Schmullius, C.",
        TITLE = "Mapping CORINE Land Cover from Sentinel-1A SAR and SRTM Digital
Elevation Model Data using Random Forests",
        JOURNAL = RS,
        VOLUME = "7",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "14876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133476"}

@article{bb137455,
        AUTHOR = "Liu, X. and Song, M.L. and Tao, D.C. and Liu, Z.C. and Zhang, L.M. and Chen, C. and Bu, J.J.",
        TITLE = "Random Forest Construction With Robust Semisupervised Node Splitting",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "471-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133477"}

@inproceedings{bb137456,
        AUTHOR = "Liu, X. and Song, M.L. and Tao, D.C. and Liu, Z.C. and Zhang, L.M. and Chen, C. and Bu, J.J.",
        TITLE = "Semi-supervised Node Splitting for Random Forest Construction",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "492-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133478"}

@article{bb137457,
        AUTHOR = "Belgiu, M. and Dragut, L.",
        TITLE = "Random forest in remote sensing:
A review of applications and future directions",
        JOURNAL = PandRS,
        VOLUME = "114",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "24-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133479"}

@article{bb137458,
        AUTHOR = "Xia, J. and Zhang, S.Y. and Cai, G.L. and Li, L. and Pan, Q. and Yan, J. and Ning, G.M.",
        TITLE = "Adjusted weight voting algorithm for random forests in handling
missing values",
        JOURNAL = PR,
        VOLUME = "69",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "52-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133480"}

@article{bb137459,
        AUTHOR = "Tsagkrasoulis, D. and Montana, G.",
        TITLE = "Random forest regression for manifold-valued responses",
        JOURNAL = PRL,
        VOLUME = "101",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "6-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133481"}

@article{bb137460,
        AUTHOR = "Jampour, M. and Moin, M.S. and Bischof, L.F.Y.H.",
        TITLE = "Mapping Forests:
A Comprehensive Approach for Nonlinear Mapping Problems",
        JOURNAL = JMIV,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "232-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133482"}

@article{bb137461,
        AUTHOR = "Jinguji, A. and Sato, S. and Nakahara, H.",
        TITLE = "An FPGA Realization of a Random Forest with k-Means Clustering Using a
High-Level Synthesis Design",
        JOURNAL = IEICE,
        VOLUME = "E101-D",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "354-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133483"}

@article{bb137462,
        AUTHOR = "Paul, A. and Mukherjee, D.P. and Das, P. and Gangopadhyay, A. and Chintha, A.R. and Kundu, S.",
        TITLE = "Improved Random Forest for Classification",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4012-4024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133484"}

@article{bb137463,
        AUTHOR = "Paul, A. and Mukherjee, D.P.",
        TITLE = "Reinforced quasi-random forest",
        JOURNAL = PR,
        VOLUME = "94",
        YEAR = "2019",
        PAGES = "13-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133485"}

@article{bb137464,
        AUTHOR = "O'Brien, R. and Ishwaran, H.",
        TITLE = "A random forests quantile classifier for class imbalanced data",
        JOURNAL = PR,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "232-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133486"}

@article{bb137465,
        AUTHOR = "Zafari, A. and Zurita Milla, R. and Izquierdo Verdiguier, E.",
        TITLE = "Evaluating the Performance of a Random Forest Kernel for Land Cover
Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133487"}

@article{bb137466,
        AUTHOR = "Izquierdo Verdiguier, E. and Zurita Milla, R. and Zafari, A.",
        TITLE = "Evaluating the Performance of a Random Forest Kernel for Land Cover
Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133487"}

@article{bb137467,
        AUTHOR = "Andrejchenko, V. and Liao, W.Z. and Philips, W. and Scheunders, P.",
        TITLE = "Decision Fusion Framework for Hyperspectral Image Classification
Based on Markov and Conditional Random Fields",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133488"}

@article{bb137468,
        AUTHOR = "Kang, B. and Nguyen, T.Q.",
        TITLE = "Random Forest With Learned Representations for Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3542-3555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133489"}

@article{bb137469,
        AUTHOR = "Gazzola, G. and Jeong, M.K.",
        TITLE = "Dependence-biased clustering for variable selection with random
forests",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133490"}

@article{bb137470,
        AUTHOR = "Maas, A.E. and Rottensteiner, F. and Heipke, C.",
        TITLE = "A label noise tolerant random forest for the classification of remote
sensing data based on outdated maps for training",
        JOURNAL = CVIU,
        VOLUME = "188",
        YEAR = "2019",
        PAGES = "102782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133491"}

@article{bb137471,
        AUTHOR = "Katuwal, R. and Suganthan, P.N. and Zhang, L.",
        TITLE = "Heterogeneous oblique random forest",
        JOURNAL = PR,
        VOLUME = "99",
        YEAR = "2020",
        PAGES = "107078",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133492"}

@article{bb137472,
        AUTHOR = "Zhang, Y.Q. and Cao, G. and Li, X.S. and Wang, B.S. and Fu, P.",
        TITLE = "Active Semi-Supervised Random Forest for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133493"}

@article{bb137473,
        AUTHOR = "Tahir, M. and Taj, I.A. and Assuncao, P.A. and Asif, M.",
        TITLE = "Fast video encoding based on random forests",
        JOURNAL = RealTimeIP,
        VOLUME = "17",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "1029-1049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133494"}

@article{bb137474,
        AUTHOR = "Vitrack Tamam, S. and Holtzman, L. and Dagan, R. and Levi, S. and Tadmor, Y. and Azizi, T. and Rabinovitz, O. and Naor, A. and Liran, O.",
        TITLE = "Random Forest Algorithm Improves Detection of Physiological Activity
Embedded within Reflectance Spectra Using Stomatal Conductance as a
Test Case",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133495"}

@article{bb137475,
        AUTHOR = "Phan, T.N. and Kuch, V. and Lehnert, L.W.",
        TITLE = "Land Cover Classification using Google Earth Engine and Random Forest
Classifier: The Role of Image Composition",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133496"}

@article{bb137476,
        AUTHOR = "Obata, S. and Cieszewski, C.J. and Lowe, R.C. and Bettinger, P.",
        TITLE = "Random Forest Regression Model for Estimation of the Growing Stock
Volumes in Georgia, USA, Using Dense Landsat Time Series and FIA
Dataset",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133497"}

@article{bb137477,
        AUTHOR = "Marques F., P.C.",
        TITLE = "Confidence intervals for the random forest generalization error",
        JOURNAL = PRL,
        VOLUME = "158",
        YEAR = "2022",
        PAGES = "171-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133498"}

@article{bb137478,
        AUTHOR = "Boston, T. and van Dijk, A. and Larraondo, P.R. and Thackway, R.",
        TITLE = "Comparing CNNs and Random Forests for Landsat Image Segmentation
Trained on a Large Proxy Land Cover Dataset",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133499"}

@article{bb137479,
        AUTHOR = "Jozwicki, D. and Sharma, P. and Mann, I. and Hoppe, U.P.",
        TITLE = "Segmentation of PMSE Data Using Random Forests",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133500"}

@article{bb137480,
        AUTHOR = "Bicego, M.",
        TITLE = "DisRFC: a dissimilarity-based Random Forest Clustering approach",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133501"}

@article{bb137481,
        AUTHOR = "Schulthess, U. and Rodrigues, F. and Taymans, M. and Bellemans, N. and Bontemps, S. and Ortiz Monasterio, I. and Gerard, B. and Defourny, P.",
        TITLE = "Optimal Sample Size and Composition for Crop Classification with
Sen2-Agri's Random Forest Classifier",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133502"}

@article{bb137482,
        AUTHOR = "Almeida, R. and Kijak, E. and Malinowski, S. and Patrocinio, Z.K.G. and Araujo, A.A. and Guimaraes, S.J.F.",
        TITLE = "Graph-based image gradients aggregated with random forests",
        JOURNAL = PRL,
        VOLUME = "166",
        YEAR = "2023",
        PAGES = "182-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133503"}

@article{bb137483,
        AUTHOR = "Mensi, A. and Tax, D.M.J. and Bicego, M.",
        TITLE = "Detecting outliers from pairwise proximities:
Proximity isolation forests",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133504"}

@article{bb137484,
        AUTHOR = "Rhodes, J.S. and Cutler, A. and Moon, K.R.",
        TITLE = "Geometry- and Accuracy-Preserving Random Forest Proximities",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "10947-10959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133505"}

@article{bb137485,
        AUTHOR = "Ding, Y. and Zhai, Y. and Hu, M. and Zhao, J.",
        TITLE = "Deep forest auto-Encoder for resource-Centric attributes graph
embedding",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133506"}

@article{bb137486,
        AUTHOR = "Ji, J.Z. and Li, J.W.",
        TITLE = "Tri-objective optimization-based cascade ensemble pruning for deep
forest",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133507"}

@article{bb137487,
        AUTHOR = "Jiang, M. and Wang, J.Q. and Hu, L. and He, Z.",
        TITLE = "Random forest clustering for discrete sequences",
        JOURNAL = PRL,
        VOLUME = "174",
        YEAR = "2023",
        PAGES = "145-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133508"}

@article{bb137488,
        AUTHOR = "Yuan, X.G. and Liu, S. and Feng, W. and Dauphin, G.",
        TITLE = "Feature Importance Ranking of Random Forest-Based End-to-End Learning
Algorithm",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "21",
        PAGES = "5203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133509"}

@inproceedings{bb137489,
        AUTHOR = "Mensi, A. and Cicalese, F. and Bicego, M.",
        TITLE = "Using Random Forest Distances for Outlier Detection",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "III:75-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133510"}

@inproceedings{bb137490,
        AUTHOR = "Raniero, M. and Bicego, M. and Cicalese, F.",
        TITLE = "Distance-Based Random Forest Clustering with Missing Data",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "III:121-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133511"}

@inproceedings{bb137491,
        AUTHOR = "Bicego, M. and Escolano, F.",
        TITLE = "On learning Random Forests for Random Forest-clustering",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3451-3458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133512"}

@inproceedings{bb137492,
        AUTHOR = "Mensi, A. and Bicego, M. and Tax, D.M.J.",
        TITLE = "Proximity Isolation Forests",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8021-8028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133513"}

@inproceedings{bb137493,
        AUTHOR = "Tombe, R. and Viriri, S. and Dombeu, J.V.F.",
        TITLE = "Scene Classification of Remote Sensing Images Based on Convnet Features
and Multi-Grained Forest",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:731-740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133514"}

@inproceedings{bb137494,
        AUTHOR = "Gupta, K. and Awate, S.P.",
        TITLE = "Random Forests for Simultaneous-Multislice (SMS) Undersampled HARDI
Reconstruction and Uncertainty Estimation",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2626-2630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133515"}

@inproceedings{bb137495,
        AUTHOR = "Mensi, A. and Bicego, M.",
        TITLE = "A Novel Anomaly Score for Isolation Forests",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:152-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133516"}

@inproceedings{bb137496,
        AUTHOR = "Zhou, X. and Ding, P.L.K. and Li, B.",
        TITLE = "Improving Robustness of Random Forest Under Label Noise",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "950-958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133517"}

@inproceedings{bb137497,
        AUTHOR = "Qiu, Q.A. and Lezama, J. and Bronstein, A.M. and Sapiro, G.",
        TITLE = "ForestHash: Semantic Hashing with Shallow Random Forests and Tiny
Convolutional Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "II: 442-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133518"}

@inproceedings{bb137498,
        AUTHOR = "Tewari, A. and Gu, F. and Grandidier, F. and Stricker, D.",
        TITLE = "Quantitative Evaluation of Salient Deep Neural Network Features Using
Random Forests",
        BOOKTITLE = IVMSP18,
        YEAR = "2018",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133519"}

@inproceedings{bb137499,
        AUTHOR = "Burciu, I. and Martinetz, T. and Barth, E.",
        TITLE = "Sensing Forest for Pattern Recognition",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
        PAGES = "126-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT133520"}

Last update:Mar 25, 2024 at 16:07:51