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@article{bb139102,
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Comparison with Decision Tree and Neural Network Classifiers",
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@article{bb139103,
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@article{bb139104,
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@article{bb139105,
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@article{bb139106,
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distributed data",
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@article{bb139107,
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        TITLE = "Ambiguous decision trees for mining concept-drifting data streams",
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@article{bb139108,
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        TITLE = "A new node splitting measure for decision tree construction",
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@article{bb139109,
        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",
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@article{bb139110,
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TM and ETM+ Images",
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@article{bb139111,
        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",
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@article{bb139112,
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        TITLE = "Minimum Spanning Tree Problem with Label Selection",
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@article{bb139113,
        AUTHOR = "Douzal Chouakria, A. and Amblard, C.",
        TITLE = "Classification trees for time series",
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@article{bb139114,
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        TITLE = "SVM-Based Fuzzy Decision Trees for Classification of High Spatial
Resolution Remote Sensing Images",
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@article{bb139116,
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decision tree classification",
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@book{bb139120,
        AUTHOR = "Criminisi, A. and Shotton, J.D.J.",
        TITLE = "Decision Forests for Computer Vision and Medical Image Analysis",
        PUBLISHER = "Springer",
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@inproceedings{bb139121,
        AUTHOR = "Kontschieder, P. and Kohli, P. and Shotton, J.D.J. and Criminisi, A.",
        TITLE = "GeoF: Geodesic Forests for Learning Coupled Predictors",
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@article{bb139122,
        AUTHOR = "Proctor, C. and He, Y.H. and Robinson, V.",
        TITLE = "Texture augmented detection of macrophyte species using decision trees",
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@article{bb139123,
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        TITLE = "A Novel Decision-Tree Method for Structured Continuous-Label
Classification",
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@article{bb139124,
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Minimum Spanning Tree",
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Minimum Spanning Tree",
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@article{bb139126,
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@article{bb139127,
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        TITLE = "Decision Forests: A Unified Framework for Classification, Regression, 
Density Estimation, Manifold Learning and Semi-Supervised Learning",
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@article{bb139128,
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@article{bb139129,
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@article{bb139130,
        AUTHOR = "Fan, J.P. and Zhang, J. and Mei, K. and Peng, J.Y. and Gao, L.",
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large-scale image classification and novel category detection",
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@article{bb139131,
        AUTHOR = "Zheng, Y. and Fan, J.P. and Zhang, J. and Gao, X.B.",
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image classification",
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@article{bb139132,
        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",
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@article{bb139133,
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@article{bb139134,
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@article{bb139135,
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@article{bb139136,
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@article{bb139137,
        AUTHOR = "Liu, D.H. and Zhang, P. and Zheng, Q.H.",
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@article{bb139138,
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@article{bb139139,
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semi-supervised decision tree",
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@article{bb139140,
        AUTHOR = "Zhou, G.Q. and Zhang, R.T. and Zhang, D.",
        TITLE = "Manifold Learning Co-Location Decision Tree for Remotely Sensed
Imagery Classification",
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        NUMBER = "10",
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@inproceedings{bb139141,
        AUTHOR = "Liu, R.Z. and Fang, B. and Luo, H.W.",
        TITLE = "Automatic decision support by rule exhaustion decision tree algorithm",
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        YEAR = "2016",
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@article{bb139142,
        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",
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@article{bb139143,
        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
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@article{bb139144,
        AUTHOR = "Cousty, J. and Najman, L. and Kenmochi, Y. and Guimaraes, S.",
        TITLE = "Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum
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        NUMBER = "4",
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@inproceedings{bb139145,
        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",
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT135155"}

@article{bb139146,
        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",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT135156"}

@article{bb139147,
        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",
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        YEAR = "2019",
        NUMBER = "6",
        MONTH = "July",
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@inproceedings{bb139148,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT135158"}

@article{bb139149,
        AUTHOR = "Adibi, M.A.",
        TITLE = "Single and multiple outputs decision tree classification using
bi-level discrete-continues genetic algorithm",
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        VOLUME = "128",
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT135159"}

@article{bb139150,
        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,
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        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "997-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT135160"}

@inproceedings{bb139151,
        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#TT135161"}

@article{bb139152,
        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#TT135162"}

@article{bb139153,
        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,
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        YEAR = "2020",
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@article{bb139154,
        AUTHOR = "Wang, F. and Wang, Q. and Nie, F.P. and Li, Z.H. and Yu, W.Z. and Ren, F.",
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K-means splitting",
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        YEAR = "2020",
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@article{bb139155,
        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.",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT135165"}

@inproceedings{bb139156,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT135166"}

@article{bb139157,
        AUTHOR = "Rahman, M.G. and Islam, M.Z.",
        TITLE = "Adaptive Decision Forest: An incremental machine learning framework",
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        YEAR = "2022",
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@article{bb139158,
        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",
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@article{bb139159,
        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#TT135169"}

@article{bb139160,
        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#TT135170"}

@article{bb139161,
        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",
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@inproceedings{bb139162,
        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#TT135172"}

@inproceedings{bb139163,
        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#TT135173"}

@inproceedings{bb139164,
        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#TT135174"}

@inproceedings{bb139165,
        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#TT135175"}

@inproceedings{bb139166,
        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#TT135176"}

@inproceedings{bb139167,
        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#TT135177"}

@inproceedings{bb139168,
        AUTHOR = "Song, J. and Zhang, H. 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",
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@inproceedings{bb139169,
        AUTHOR = "Welke, P. and Alkhoury, F. and Bauckhage, C. and Wrobel, S.",
        TITLE = "Decision Snippet Features",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4260-4267",
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@inproceedings{bb139170,
        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",
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        YEAR = "2019",
        PAGES = "II:365-376",
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@inproceedings{bb139171,
        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#TT135181"}

@inproceedings{bb139172,
        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",
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@inproceedings{bb139173,
        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#TT135183"}

@inproceedings{bb139174,
        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#TT135184"}

@inproceedings{bb139175,
        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",
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@inproceedings{bb139176,
        AUTHOR = "Babenko, A. and Lempitsky, V.",
        TITLE = "Product Split Trees",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6316-6324",
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@inproceedings{bb139177,
        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",
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@inproceedings{bb139178,
        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",
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@inproceedings{bb139179,
        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",
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@inproceedings{bb139180,
        AUTHOR = "Rota Bulo, S. and Kontschieder, P.",
        TITLE = "Online Learning with Bayesian Classification Trees",
        BOOKTITLE = CVPR16,
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@inproceedings{bb139181,
        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",
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@inproceedings{bb139182,
        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",
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@inproceedings{bb139183,
        AUTHOR = "Gundogdu, E. and Koc, A. and Alatan, A.A.",
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@inproceedings{bb139184,
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@inproceedings{bb139185,
        AUTHOR = "Wang, X. and Zhai, J.H. and Chen, J. and Wang, X.",
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        YEAR = "2015",
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@inproceedings{bb139186,
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@inproceedings{bb139187,
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decision trees",
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@inproceedings{bb139188,
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@inproceedings{bb139189,
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@inproceedings{bb139190,
        AUTHOR = "Skurikhin, A.N.",
        TITLE = "Hierarchical Spanning Tree-Structured Approximation for Conditional
Random Fields: An Empirical Study",
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@inproceedings{bb139191,
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@inproceedings{bb139192,
        AUTHOR = "Irsoy, O. and Yildiz, O.T. and Alpaydin, E.",
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@inproceedings{bb139193,
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@inproceedings{bb139195,
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@inproceedings{bb139196,
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@inproceedings{bb139197,
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@inproceedings{bb139198,
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@inproceedings{bb139199,
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