@article{bb158600,
        AUTHOR = "Twala, B.E.T.H. and Jones, M.C. and Hand, D.J.",
        TITLE = "Good methods for coping with missing data in decision trees",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "950-956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154479"}

@article{bb158601,
        AUTHOR = "Kang, D.K. and Sohn, K.",
        TITLE = "Learning decision trees with taxonomy of propositionalized attributes",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "84-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154480"}

@article{bb158602,
        AUTHOR = "Nichol, J. and Wong, M.S.",
        TITLE = "Habitat Mapping in Rugged Terrain Using Multispectral Ikonos Images",
        JOURNAL = PhEngRS,
        VOLUME = "74",
        YEAR = "2008",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1325-1334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154481"}

@article{bb158603,
        AUTHOR = "Ouyang, J. and Patel, N. and Sethi, I.",
        TITLE = "Induction of multiclass multifeature split decision trees from
distributed data",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1786-1794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154482"}

@article{bb158604,
        AUTHOR = "Liu, J. and Li, X. and Zhong, W.C.",
        TITLE = "Ambiguous decision trees for mining concept-drifting data streams",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "1347-1355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154483"}

@article{bb158605,
        AUTHOR = "Chandra, B. and Kothari, R. and Paul, P.",
        TITLE = "A new node splitting measure for decision tree construction",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2725-2731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154484"}

@article{bb158606,
        AUTHOR = "Baraldi, A. and Wassenaar, T. and Kay, S.",
        TITLE = "Operational Performance of an Automatic Preliminary Spectral Rule-Based
Decision-Tree Classifier of Spaceborne Very High Resolution Optical
Images",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3482-3502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154485"}

@article{bb158607,
        AUTHOR = "Baraldi, A. and Puzzolo, V. and Blonda, P. and Bruzzone, L. and Tarantino, C.",
        TITLE = "Automatic Spectral Rule-Based Preliminary Mapping of Calibrated Landsat
TM and ETM+ Images",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2563-2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154486"}

@article{bb158608,
        AUTHOR = "Baraldi, A.",
        TITLE = "Fuzzification of a Crisp Near-Real-Time Operational Automatic
Spectral-Rule-Based Decision-Tree Preliminary Classifier of Multisource
Multispectral Remotely Sensed Images",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2113-2134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154487"}

@article{bb158609,
        AUTHOR = "Fujiyoshi, A. and Suzuki, M.",
        TITLE = "Minimum Spanning Tree Problem with Label Selection",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "233-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154488"}

@article{bb158610,
        AUTHOR = "Douzal Chouakria, A. and Amblard, C.",
        TITLE = "Classification trees for time series",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1076-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154489"}

@article{bb158611,
        AUTHOR = "Moustakidis, S. and Mallinis, G. and Koutsias, N. and Theocharis, J.B. and Petridis, V.",
        TITLE = "SVM-Based Fuzzy Decision Trees for Classification of High Spatial
Resolution Remote Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "149-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154490"}

@article{bb158612,
        AUTHOR = "Rodriguez Lujan, I. and Cruz, C.S. and Huerta, R.",
        TITLE = "Hierarchical linear support vector machine",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4414-4427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154491"}

@article{bb158613,
        AUTHOR = "Mehenni, T. and Moussaoui, A.",
        TITLE = "Data mining from multiple heterogeneous relational databases using
decision tree classification",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1768-1775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154492"}

@article{bb158614,
        AUTHOR = "Moussaoui, A. and Mehenni, T.",
        TITLE = "Data mining from multiple heterogeneous relational databases using
decision tree classification",
        JOURNAL = PRL,
        VOLUME = "40",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "136-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154492"}

@article{bb158615,
        AUTHOR = "Grana, C. and Montangero, M. and Borghesani, D.",
        TITLE = "Optimal decision trees for local image processing algorithms",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2302-2310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154493"}

@article{bb158616,
        AUTHOR = "Lefort, R. and Fleuret, F.",
        TITLE = "treeKL: A distance between high dimension empirical distributions",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "140-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154494"}

@book{bb158617,
        AUTHOR = "Criminisi, A. and Shotton, J.D.J.",
        TITLE = "Decision Forests for Computer Vision and Medical Image Analysis",
        PUBLISHER = "Springer",
        YEAR = "2013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154495"}

@inproceedings{bb158618,
        AUTHOR = "Kontschieder, P. and Kohli, P. and Shotton, J.D.J. and Criminisi, A.",
        TITLE = "GeoF: Geodesic Forests for Learning Coupled Predictors",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "65-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154496"}

@article{bb158619,
        AUTHOR = "Proctor, C. and He, Y.H. and Robinson, V.",
        TITLE = "Texture augmented detection of macrophyte species using decision trees",
        JOURNAL = PandRS,
        VOLUME = "80",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "June",
        PAGES = "10-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154497"}

@article{bb158620,
        AUTHOR = "Hu, H.W. and Chen, Y.L. and Tang, K.",
        TITLE = "A Novel Decision-Tree Method for Structured Continuous-Label
Classification",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "1734-1746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154498"}

@article{bb158621,
        AUTHOR = "Bao, L.C. and Song, Y.B. and Yang, Q.X. and Yuan, H. and Wang, G.",
        TITLE = "Tree Filtering: Efficient Structure-Preserving Smoothing With a
Minimum Spanning Tree",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "555-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154499"}

@article{bb158622,
        AUTHOR = "Wang, G. and Yuan, H. and Yang, Q.X. and Song, Y.B. and Bao, L.C.",
        TITLE = "Tree Filtering: Efficient Structure-Preserving Smoothing With a
Minimum Spanning Tree",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2751-2751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154499"}

@article{bb158623,
        AUTHOR = "Johnson, R. and Zhang, T.",
        TITLE = "Learning Nonlinear Functions Using Regularized Greedy Forest",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "942-954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154500"}

@article{bb158624,
        AUTHOR = "Criminisi, A. and Shotton, J. and Konukoglu, E.",
        TITLE = "Decision Forests: A Unified Framework for Classification, Regression, 
Density Estimation, Manifold Learning and Semi-Supervised Learning",
        JOURNAL = FTCGV,
        VOLUME = "7",
        YEAR = "2011",
        PAGES = "81-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154501"}

@article{bb158625,
        AUTHOR = "Wang, X.C. and Liu, X.D. and Pedrycz, W. and Zhang, L.S.",
        TITLE = "Fuzzy rule based decision trees",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "50-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154502"}

@article{bb158626,
        AUTHOR = "Kang, P. and Cho, S.Z.",
        TITLE = "Locally linear reconstruction for instance-based learning",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3507-3518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154503"}

@article{bb158627,
        AUTHOR = "Fan, J.P. and Zhang, J. and Mei, K. and Peng, J.Y. and Gao, L.",
        TITLE = "Cost-sensitive learning of hierarchical tree classifiers for
large-scale image classification and novel category detection",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1673-1687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154504"}

@article{bb158628,
        AUTHOR = "Zheng, Y. and Fan, J.P. and Zhang, J. and Gao, X.B.",
        TITLE = "Hierarchical learning of multi-task sparse metrics for large-scale
image classification",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "97-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154505"}

@article{bb158629,
        AUTHOR = "Fan, J.P. and Zhou, N. and Peng, J.Y. and Gao, L.",
        TITLE = "Hierarchical Learning of Tree Classifiers for Large-Scale Plant
Species Identification",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4172-4184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154506"}

@article{bb158630,
        AUTHOR = "Weng, C. and Yuan, J.",
        TITLE = "Efficient Mining of Optimal AND/OR Patterns for Visual Recognition",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "626-635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154507"}

@article{bb158631,
        AUTHOR = "Sok, H.K. and Ooi, M.P.L. and Kuang, Y.C.",
        TITLE = "Sparse alternating decision tree",
        JOURNAL = PRL,
        VOLUME = "60-61",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "57-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154508"}

@article{bb158632,
        AUTHOR = "Sok, H.K. and Ooi, M.P.L. and Kuang, Y.C. and Demidenko, S.",
        TITLE = "Multivariate alternating decision trees",
        JOURNAL = PR,
        VOLUME = "50",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "195-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154509"}

@article{bb158633,
        AUTHOR = "Liu, G.L. and Li, L. and Yang, J. and Feng, Y.B. and Zhu, K.",
        TITLE = "Attribute reduction approaches for general relation decision systems",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "81-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154510"}

@article{bb158634,
        AUTHOR = "Liu, D.H. and Zhang, P. and Zheng, Q.H.",
        TITLE = "An efficient online active learning algorithm for binary
classification",
        JOURNAL = PRL,
        VOLUME = "68, Part 1",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "22-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154511"}

@article{bb158635,
        AUTHOR = "Ma, L. and Destercke, S. and Wang, Y.",
        TITLE = "Online active learning of decision trees with evidential data",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "33-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154512"}

@article{bb158636,
        AUTHOR = "Kim, K.",
        TITLE = "A hybrid classification algorithm by subspace partitioning through
semi-supervised decision tree",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "157-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154513"}

@article{bb158637,
        AUTHOR = "Zhou, G.Q. and Zhang, R.T. and Zhang, D.",
        TITLE = "Manifold Learning Co-Location Decision Tree for Remotely Sensed
Imagery Classification",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "10",
        PAGES = "855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154514"}

@inproceedings{bb158638,
        AUTHOR = "Liu, R.Z. and Fang, B. and Luo, H.W.",
        TITLE = "Automatic decision support by rule exhaustion decision tree algorithm",
        BOOKTITLE = ICWAPR16,
        YEAR = "2016",
        PAGES = "25-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154515"}

@article{bb158639,
        AUTHOR = "Ghattas, B. and Michel, P. and Boyer, L.",
        TITLE = "Clustering nominal data using unsupervised binary decision trees:
Comparisons with the state of the art methods",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "177-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154516"}

@article{bb158640,
        AUTHOR = "Yang, C. and Wu, G.F. and Ding, K. and Shi, T.Z. and Li, Q.Q. and Wang, J.L.",
        TITLE = "Improving Land Use/Land Cover Classification by Integrating Pixel
Unmixing and Decision Tree Methods",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154517"}

@article{bb158641,
        AUTHOR = "Cousty, J. and Najman, L. and Kenmochi, Y. and Guimaraes, S.",
        TITLE = "Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum
Spanning Trees, and Saliency Maps",
        JOURNAL = JMIV,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "479-502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154518"}

@inproceedings{bb158642,
        AUTHOR = "Cousty, J. and Najman, L. and Kenmochi, Y. and Guimaraes, S.",
        TITLE = "New Characterizations of Minimum Spanning Trees and of Saliency Maps
Based on Quasi-flat Zones",
        BOOKTITLE = ISMM15,
        YEAR = "2015",
        PAGES = "205-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154519"}

@article{bb158643,
        AUTHOR = "Turrisi da Costa, V.G. and Ponce de Leon Ferreira de Carvalho, A.C. and Junior, S.B.",
        TITLE = "Strict Very Fast Decision Tree: A memory conservative algorithm for
data stream mining",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "22-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154520"}

@article{bb158644,
        AUTHOR = "Danda, S. and Challa, A. and Sagar, B.S.D. and Najman, L.",
        TITLE = "Some Theoretical Links Between Shortest Path Filters and Minimum
Spanning Tree Filters",
        JOURNAL = JMIV,
        VOLUME = "61",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "July",
        PAGES = "745-762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154521"}

@inproceedings{bb158645,
        AUTHOR = "Danda, S. and Challa, A. and Sagar, B.S.D. and Najman, L.",
        TITLE = "Power Tree Filter: A Theoretical Framework Linking Shortest Path
Filters and Minimum Spanning Tree Filters",
        BOOKTITLE = ISMM17,
        YEAR = "2017",
        PAGES = "199-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154522"}

@article{bb158646,
        AUTHOR = "Adibi, M.A.",
        TITLE = "Single and multiple outputs decision tree classification using
bi-level discrete-continues genetic algorithm",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "190-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154523"}

@article{bb158647,
        AUTHOR = "Hehn, T.M. and Kooij, J.F.P. and Hamprecht, F.A.",
        TITLE = "End-to-End Learning of Decision Trees and Forests",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "997-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154524"}

@inproceedings{bb158648,
        AUTHOR = "Hehn, T.M. and Hamprecht, F.A.",
        TITLE = "End-to-End Learning of Deterministic Decision Trees",
        BOOKTITLE = GCPR18,
        YEAR = "2018",
        PAGES = "612-627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154525"}

@article{bb158649,
        AUTHOR = "Dong, M.Q. and Yao, L. and Wang, X.Z. and Benatallah, B. and Huang, C.R. and Ning, X.D.",
        TITLE = "Opinion fraud detection via neural autoencoder decision forest",
        JOURNAL = PRL,
        VOLUME = "132",
        YEAR = "2020",
        PAGES = "21-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154526"}

@article{bb158650,
        AUTHOR = "Mu, Y.S. and Liu, X.D. and Wang, L.D. and Zhou, J.I.",
        TITLE = "A parallel fuzzy rule-base based decision tree in the framework of
map-reduce",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154527"}

@article{bb158651,
        AUTHOR = "Wang, F. and Wang, Q. and Nie, F.P. and Li, Z.H. and Yu, W.Z. and Ren, F.",
        TITLE = "A linear multivariate binary decision tree classifier based on
K-means splitting",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154528"}

@article{bb158652,
        AUTHOR = "Wang, B. and Chen, Y.L. and Liu, W.X. and Qin, J. and Du, Y. and Han, G.Q. and He, S.F.",
        TITLE = "Real-Time Hierarchical Supervoxel Segmentation via a Minimum Spanning
Tree",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "9665-9677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154529"}

@inproceedings{bb158653,
        AUTHOR = "Tu, W.C. and He, S.F. and Yang, Q.X. and Chien, S.Y.",
        TITLE = "Real-Time Salient Object Detection with a Minimum Spanning Tree",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2334-2342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154530"}

@article{bb158654,
        AUTHOR = "Rahman, M.G. and Islam, M.Z.",
        TITLE = "Adaptive Decision Forest: An incremental machine learning framework",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154531"}

@article{bb158655,
        AUTHOR = "Xue, M.Q. and Zhang, H.F. and Huang, Q. and Song, J. and Song, M.L.",
        TITLE = "Learn decision trees with deep visual primitives",
        JOURNAL = JVCIR,
        VOLUME = "89",
        YEAR = "2022",
        PAGES = "103682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154532"}

@article{bb158656,
        AUTHOR = "Chen, S. and Zhang, F. and Zhang, Z.R. and Yu, S.Y. and Qiu, A. and Liu, S.Q. and Zhao, X.Z.",
        TITLE = "Multi-Scale Massive Points Fast Clustering Based on Hierarchical
Density Spanning Tree",
        JOURNAL = IJGI,
        VOLUME = "12",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154533"}

@article{bb158657,
        AUTHOR = "Nanfack, G. and Temple, P. and Frenay, B.",
        TITLE = "Learning Customised Decision Trees for Domain-knowledge Constraints",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154534"}

@article{bb158658,
        AUTHOR = "Gao, B.J. and Zhou, Q.L. and Deng, Y.",
        TITLE = "HIE-EDT: Hierarchical interval estimation-based evidential decision
tree",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154535"}

@article{bb158659,
        AUTHOR = "Xu, F. and Huang, Y.T. and Wang, H. and Fan, Z.Z.",
        TITLE = "A novel heterogeneous data classification approach combining gradient
boosting decision trees and hybrid structure model",
        JOURNAL = PR,
        VOLUME = "165",
        YEAR = "2025",
        PAGES = "111614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154536"}

@article{bb158660,
        AUTHOR = "Ayllon Gavilan, R. and Martinez Estudillo, F.J. and Guijo Rubio, D. and Hervas Martinez, C. and Gutierrez, P.A.",
        TITLE = "Splitting criteria for ordinal decision trees: An experimental study",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154537"}

@article{bb158661,
        AUTHOR = "Xu, Y.J. and Li, M.Q. and Lai, X.Y. and Pedrycz, W.",
        TITLE = "A Spanning Tree-Induced Method to Derive Weights From Fuzzy
Preference Relations: A Monte Carlo Simulation-Based Investigation",
        JOURNAL = SMCS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8971-8984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154538"}

@article{bb158662,
        AUTHOR = "Zhang, R. and Zhou, P.",
        TITLE = "A mondrian conformal predictive system with improved decision trees
for uncertainty quantification under heteroscedasticity",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154539"}

@article{bb158663,
        AUTHOR = "Galka, L.",
        TITLE = "MSTIF-IFS: Isolation forest based on minimal spanning tree and
intuitionistic fuzzy sets",
        JOURNAL = PR,
        VOLUME = "178",
        YEAR = "2026",
        PAGES = "113507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154540"}

@article{bb158664,
        AUTHOR = "Wang, Q. and Zheng, Z. and Lei, H. and Wang, F. and Zhang, Z.T. and Zou, X.W. and Nie, F.P.",
        TITLE = "An Adaptive Multi-Splitting Multivariate Decision Tree for
Multi-Class Classification Applied on High-Resolution and
Hyperspectral Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "11",
        PAGES = "1790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154541"}

@article{bb158665,
        AUTHOR = "Yao, X. and Zhang, X.H. and Yang, E. and Fan, Y.Y.",
        TITLE = "Variable precision (I,SO)-fuzzy rough sets and their applications in
image processing and fuzzy decision trees",
        JOURNAL = PR,
        VOLUME = "179",
        YEAR = "2026",
        PAGES = "113796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154542"}

@article{bb158666,
        AUTHOR = "Huang, Z. and Li, Q. and Pan, Y.Z.",
        TITLE = "Noise-tolerant optimal decision trees with explicit error budgets for
interpretable decision support",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154543"}

@inproceedings{bb158667,
        AUTHOR = "Chan, E. and Gabidolla, M. and Carreira Perpinan, M.A.",
        TITLE = "Oblique Decision Trees as an Image Model for Cubist Image Restyling",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1708-1713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154544"}

@inproceedings{bb158668,
        AUTHOR = "Carreira Perpinan, M.A. and Gabidolla, M. and Zharmagambetov, A.",
        TITLE = "Towards Better Decision Forests: Forest Alternating Optimization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7589-7598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154545"}

@inproceedings{bb158669,
        AUTHOR = "Irsoy, O. and Alpaydin, E.",
        TITLE = "Distributed Decision Trees",
        BOOKTITLE = SSSPR22,
        YEAR = "2022",
        PAGES = "152-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154546"}

@inproceedings{bb158670,
        AUTHOR = "Manzali, Y. and El Far, P.M.",
        TITLE = "A new decision tree pre-pruning method based on nodes probabilities",
        BOOKTITLE = ISCV22,
        YEAR = "2022",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154547"}

@inproceedings{bb158671,
        AUTHOR = "Zharmagambetov, A. and Carreira Perpinan, M.A.",
        TITLE = "A Simple, Effective Way To Improve Neural Net Classification:
Ensembling Unit Activations With A Sparse Oblique Decision Tree",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "369-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154548"}

@inproceedings{bb158672,
        AUTHOR = "Hada, S.S. and Carreira Perpinan, M.A. and Zharmagambetov, A.",
        TITLE = "Understanding and Manipulating Neural Net Features Using Sparse
Oblique Classification Trees",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3707-3711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154549"}

@inproceedings{bb158673,
        AUTHOR = "Alaniz, S. and Marcos, D. and Schiele, B. and Akata, Z.",
        TITLE = "Learning Decision Trees Recurrently Through Communication",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13513-13522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154550"}

@inproceedings{bb158674,
        AUTHOR = "Song, J. and Zhang, H.F. and Wang, X.C. and Xue, M.Q. and Chen, Y. and Sun, L. and Tao, D.C. and Song, M.L.",
        TITLE = "Tree-like Decision Distillation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13483-13492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154551"}

@inproceedings{bb158675,
        AUTHOR = "Welke, P. and Alkhoury, F. and Bauckhage, C. and Wrobel, S.",
        TITLE = "Decision Snippet Features",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4260-4267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154552"}

@inproceedings{bb158676,
        AUTHOR = "La Grassa, R. and Gallo, I. and Calefati, A. and Ognibene, D.",
        TITLE = "Binary Classification Using Pairs of Minimum Spanning Trees or N-Ary
Trees",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:365-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154553"}

@inproceedings{bb158677,
        AUTHOR = "Oropeza, M. and Toth, C.D.",
        TITLE = "Reconstruction of the Crossing Type of a Point Set from the Compatible
Exchange Graph of Noncrossing Spanning Trees",
        BOOKTITLE = DGCI19,
        YEAR = "2019",
        PAGES = "234-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154554"}

@inproceedings{bb158678,
        AUTHOR = "Garhwal, A.S. and Yan, W.Q. and Narayanan, A.",
        TITLE = "Image phylogeny for simulating multiple print-scan",
        BOOKTITLE = IVCNZ17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154555"}

@inproceedings{bb158679,
        AUTHOR = "Gigli, L. and Velasco Forero, S. and Marcotegui, B.",
        TITLE = "On Minimum Spanning Tree Streaming for Image Analysis",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3229-3233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154556"}

@inproceedings{bb158680,
        AUTHOR = "Elaidi, H. and Elhaddar, Y. and Benabbou, Z. and Abbar, H.",
        TITLE = "An idea of a clustering algorithm using support vector machines based
on binary decision tree",
        BOOKTITLE = ISCV18,
        YEAR = "2018",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154557"}

@inproceedings{bb158681,
        AUTHOR = "Lazo Cortes, M.S. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A.",
        TITLE = "Class-Specific Reducts vs. Classic Reducts in a Rule-Based Classifier:
A Case Study",
        BOOKTITLE = MCPR18,
        YEAR = "2018",
        PAGES = "23-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154558"}

@inproceedings{bb158682,
        AUTHOR = "Babenko, A. and Lempitsky, V.",
        TITLE = "Product Split Trees",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6316-6324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154559"}

@inproceedings{bb158683,
        AUTHOR = "Zheng, X.W. and Tang, Y.Y. and Zhou, J.T. and Wang, P.S.",
        TITLE = "Maximal level estimation and unbalance reduction for graph signal
downsampling",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3922-3926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154560"}

@inproceedings{bb158684,
        AUTHOR = "Ohn Bar, E. and Trivedi, M.M.",
        TITLE = "To boost or not to boost?
On the limits of boosted trees for object detection",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3350-3355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154561"}

@inproceedings{bb158685,
        AUTHOR = "Liu, Y. and Huang, L. and Wang, S. and Liu, X. and Lang, B.",
        TITLE = "Efficient segmentation for Region-based Image Retrieval using Edge
Integrated Minimum Spanning Tree",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1929-1934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154562"}

@inproceedings{bb158686,
        AUTHOR = "Rota Bulo, S. and Kontschieder, P.",
        TITLE = "Online Learning with Bayesian Classification Trees",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "3985-3993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154563"}

@inproceedings{bb158687,
        AUTHOR = "Yang, Q.Q. and Wang, L. and Wang, Y.G. and Fan, S.L.",
        TITLE = "Fast weighted cost propagation with smoothness constraint on a tree",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3459-3463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154564"}

@inproceedings{bb158688,
        AUTHOR = "Verma, A.K. and Garg, P.K. and Prasad, K.S.H. and Dadhwal, V.K.",
        TITLE = "Classification of Liss IV Imagery Using Decision Tree Methods",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B8: 1061-1066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154565"}

@inproceedings{bb158689,
        AUTHOR = "Gundogdu, E. and Koc, A. and Alatan, A.A.",
        TITLE = "Object classification in infrared images using deep representations",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1066-1070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154566"}

@inproceedings{bb158690,
        AUTHOR = "Pan, P. and Zhai, J.H. and Chen, W.",
        TITLE = "An improved ordinal decision tree induction algorithm",
        BOOKTITLE = ICWAPR15,
        YEAR = "2015",
        PAGES = "220-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154567"}

@inproceedings{bb158691,
        AUTHOR = "Wang, X. and Zhai, J.H. and Chen, J.K. and Wang, X.Z.",
        TITLE = "Ordinal decision trees based on fuzzy rank entropy",
        BOOKTITLE = ICWAPR15,
        YEAR = "2015",
        PAGES = "208-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154568"}

@inproceedings{bb158692,
        AUTHOR = "Zhang, J. and Zhai, J.H. and Zhu, H. and Wang, X.Z.",
        TITLE = "Induction of monotonic decision trees",
        BOOKTITLE = ICWAPR15,
        YEAR = "2015",
        PAGES = "203-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154569"}

@inproceedings{bb158693,
        AUTHOR = "Guyet, T.",
        TITLE = "Extracting characteristics of satellite image time series with
decision trees",
        BOOKTITLE = MultiTemp15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154570"}

@inproceedings{bb158694,
        AUTHOR = "Lassner, C. and Lienhart, R.",
        TITLE = "Norm-Induced Entropies for Decision Forests",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "968-975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154571"}

@inproceedings{bb158695,
        AUTHOR = "Skurikhin, A.N.",
        TITLE = "Learning tree-structured approximations for conditional random fields",
        BOOKTITLE = AIPR14,
        YEAR = "2014",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154572"}

@inproceedings{bb158696,
        AUTHOR = "Skurikhin, A.N.",
        TITLE = "Hierarchical Spanning Tree-Structured Approximation for Conditional
Random Fields: An Empirical Study",
        BOOKTITLE = ISVC14,
        YEAR = "2014",
        PAGES = "II: 85-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154573"}

@inproceedings{bb158697,
        AUTHOR = "Yildiz, O.T.",
        TITLE = "VC-Dimension of Rule Sets",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3576-3581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154574"}

@inproceedings{bb158698,
        AUTHOR = "Irsoy, O. and Yildiz, O.T. and Alpaydin, E.",
        TITLE = "Budding Trees",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3582-3587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154575"}

@inproceedings{bb158699,
        AUTHOR = "Unda Trillas, E. and Rivera Rovelo, J.",
        TITLE = "A Method to Build Classification and Regression Trees",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "448-453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT154576"}

Last update:Oct 8, 2026 at 11:03:09