@inproceedings{bb154900,
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#TT150794"}
@inproceedings{bb154901,
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#TT150795"}
@inproceedings{bb154902,
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#TT150796"}
@inproceedings{bb154903,
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#TT150797"}
@inproceedings{bb154904,
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#TT150798"}
@inproceedings{bb154905,
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#TT150799"}
@inproceedings{bb154906,
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#TT150800"}
@inproceedings{bb154907,
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#TT150801"}
@inproceedings{bb154908,
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#TT150802"}
@inproceedings{bb154909,
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#TT150803"}
@inproceedings{bb154910,
AUTHOR = "Yoshii, H.",
TITLE = "Pyramid Architecture Classification Tree",
BOOKTITLE = ICPR96,
YEAR = "1996",
PAGES = "II: 310-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT150804"}
@inproceedings{bb154911,
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#TT150805"}
@inproceedings{bb154912,
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#TT150806"}
@inproceedings{bb154913,
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#TT150807"}
@inproceedings{bb154914,
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#TT150808"}
@article{bb154915,
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#TT150809"}
@article{bb154916,
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#TT150810"}
@article{bb154917,
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#TT150811"}
@article{bb154918,
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#TT150812"}
@inproceedings{bb154919,
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#TT150813"}
@article{bb154920,
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#TT150814"}
@article{bb154921,
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#TT150815"}
@article{bb154922,
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#TT150816"}
@inproceedings{bb154923,
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#TT150817"}
@inproceedings{bb154924,
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#TT150818"}
@inproceedings{bb154925,
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#TT150819"}
@inproceedings{bb154926,
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#TT150820"}
@inproceedings{bb154927,
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#TT150821"}
@article{bb154928,
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#TT150822"}
@inproceedings{bb154929,
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#TT150823"}
@inproceedings{bb154930,
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#TT150824"}
@inproceedings{bb154931,
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#TT150825"}
@inproceedings{bb154932,
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#TT150826"}
@inproceedings{bb154933,
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#TT150827"}
@article{bb154934,
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#TT150828"}
@article{bb154935,
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#TT150829"}
@article{bb154936,
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#TT150830"}
@inproceedings{bb154937,
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#TT150831"}
@inproceedings{bb154938,
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#TT150832"}
@article{bb154939,
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#TT150833"}
@article{bb154940,
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#TT150834"}
@article{bb154941,
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#TT150835"}
@article{bb154942,
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#TT150836"}
@article{bb154943,
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#TT150837"}
@article{bb154944,
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#TT150838"}
@article{bb154945,
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#TT150839"}
@inproceedings{bb154946,
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#TT150840"}
@article{bb154947,
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#TT150841"}
@article{bb154948,
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#TT150842"}
@article{bb154949,
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#TT150843"}
@article{bb154950,
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#TT150844"}
@article{bb154951,
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#TT150845"}
@article{bb154952,
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#TT150846"}
@article{bb154953,
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#TT150847"}
@article{bb154954,
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#TT150848"}
@article{bb154955,
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#TT150849"}
@article{bb154956,
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#TT150849"}
@article{bb154957,
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#TT150850"}
@article{bb154958,
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#TT150851"}
@article{bb154959,
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#TT150852"}
@article{bb154960,
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#TT150853"}
@article{bb154961,
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#TT150854"}
@article{bb154962,
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#TT150855"}
@article{bb154963,
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#TT150856"}
@article{bb154964,
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#TT150857"}
@article{bb154965,
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#TT150858"}
@article{bb154966,
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#TT150859"}
@article{bb154967,
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#TT150860"}
@article{bb154968,
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#TT150861"}
@article{bb154969,
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#TT150862"}
@article{bb154970,
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#TT150863"}
@article{bb154971,
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#TT150864"}
@article{bb154972,
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#TT150865"}
@article{bb154973,
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#TT150866"}
@article{bb154974,
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#TT150867"}
@article{bb154975,
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#TT150868"}
@article{bb154976,
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#TT150869"}
@article{bb154977,
AUTHOR = "Jiang, M. and Wang, J.Q. and Hu, L.Y. and He, Z.Y.",
TITLE = "Random forest clustering for discrete sequences",
JOURNAL = PRL,
VOLUME = "174",
YEAR = "2023",
PAGES = "145-151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150870"}
@article{bb154978,
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#TT150871"}
@article{bb154979,
AUTHOR = "Galka, L. and Karczmarek, P.",
TITLE = "Deterministic attribute selection for isolation forest",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150872"}
@article{bb154980,
AUTHOR = "Garcia Torres, M. and Saucedo, F. and Divina, F. and Gomez Guerrero, S.",
TITLE = "RFMSU: A multivariate symmetrical uncertainty-based random forest",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150873"}
@article{bb154981,
AUTHOR = "Li, J.Y. and Wang, C.Y. and Du, M.J.",
TITLE = "RFAG: Random forest clustering based on anchor graph",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112997",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150874"}
@article{bb154982,
AUTHOR = "Blanco, V. and Japon, A. and Puerto, J. and Zhang, P.",
TITLE = "Optimal probabilistic feature shifts for reclassification in tree
ensembles",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150875"}
@inproceedings{bb154983,
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#TT150876"}
@inproceedings{bb154984,
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#TT150877"}
@inproceedings{bb154985,
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#TT150878"}
@inproceedings{bb154986,
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#TT150879"}
@inproceedings{bb154987,
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#TT150880"}
@inproceedings{bb154988,
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#TT150881"}
@inproceedings{bb154989,
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#TT150882"}
@inproceedings{bb154990,
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#TT150883"}
@inproceedings{bb154991,
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#TT150884"}
@inproceedings{bb154992,
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#TT150885"}
@inproceedings{bb154993,
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#TT150886"}
@inproceedings{bb154994,
AUTHOR = "Kiran, B.R. and Serra, J.",
TITLE = "Cost-Complexity Pruning of Random Forests",
BOOKTITLE = ISMM17,
YEAR = "2017",
PAGES = "222-232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150887"}
@inproceedings{bb154995,
AUTHOR = "Tran, A. and Manzanera, A.",
TITLE = "Fast growing hough forest as a stable model for object detection",
BOOKTITLE = IPTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150888"}
@inproceedings{bb154996,
AUTHOR = "Wallenberg, M. and Forssen, P.E.",
TITLE = "Improving Random Forests by Correlation-Enhancing Projections and
Sample-Based Sparse Discriminant Selection",
BOOKTITLE = CRV16,
YEAR = "2016",
PAGES = "222-227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150889"}
@inproceedings{bb154997,
AUTHOR = "Moradi, M. and Syeda Mahmood, T. and Hor, S.",
TITLE = "Tree-Based Transforms for Privileged Learning",
BOOKTITLE = MLMI16,
YEAR = "2016",
PAGES = "188-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150890"}
@inproceedings{bb154998,
AUTHOR = "Naji, D. and Fakir, M. and Bouikhalene, B. and Elayachi, R.",
TITLE = "Recognition of 3D Objects Using Heat Diffusion Equations and Random
Forests",
BOOKTITLE = CGiV16,
YEAR = "2016",
PAGES = "161-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150891"}
@inproceedings{bb154999,
AUTHOR = "Rodriguez, A.L. and Sequeira, V.",
TITLE = "Improving Ferns Ensembles by Sparsifying and Quantising Posterior
Probabilities",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4103-4111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT150892"}
Last update:Apr 6, 2026 at 11:28:57