@article{bb117900,
        AUTHOR = "Shlien, S.",
        TITLE = "Multiple binary decision tree classifiers",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "7",
        PAGES = "757-763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114153"}

@article{bb117901,
        AUTHOR = "Park, Y.T. and Sklansky, J.",
        TITLE = "Automated design of linear tree classifiers",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "12",
        PAGES = "1393-1412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114154"}

@inproceedings{bb117902,
        AUTHOR = "Park, Y.T. and Sklansky, J.",
        TITLE = "Fast tree classifiers",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "I: 684-686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114155"}

@inproceedings{bb117903,
        AUTHOR = "Park, Y.T. and Sklansky, J.",
        TITLE = "Automated design of piecewise-linear classifiers of multiple-class data",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "II: 1068-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114156"}

@article{bb117904,
        AUTHOR = "Brown, D.E. and Corruble, V. and Pittard, C.L.",
        TITLE = "A comparison of decision tree classifiers with backpropagation neural
networks for multimodal classification problems",
        JOURNAL = PR,
        VOLUME = "26",
        YEAR = "1993",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "953-961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114157"}

@article{bb117905,
        AUTHOR = "Brown, D.E. and Pittard, C.L. and Park, H.",
        TITLE = "Classification Trees with Optimal Multivariate Decision Nodes",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "7",
        MONTH = "June",
        PAGES = "699-703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114158"}

@article{bb117906,
        AUTHOR = "Gelfand, S.B. and Ravishankar, C.S. and Delp, E.J.",
        TITLE = "An Iterative Growing and Pruning Algorithm for
Classification Tree Design",
        JOURNAL = PAMI,
        VOLUME = "13",
        YEAR = "1991",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "163-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114159"}

@inproceedings{bb117907,
        AUTHOR = "Guo, H. and Gelfand, S.B.",
        TITLE = "Classification trees with neural network feature extraction",
        BOOKTITLE = CVPR92,
        YEAR = "1992",
        PAGES = "183-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114160"}

@article{bb117908,
        AUTHOR = "Safavian, S.R. and Landgrebe, D.A.",
        TITLE = "A Survey of Decision Tree Classifier Methodology",
        JOURNAL = SMC,
        VOLUME = "21",
        YEAR = "1991",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "660-674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114161"}

@article{bb117909,
        AUTHOR = "Zhou, X.J. and Dillon, T.S.",
        TITLE = "A Statistical-Heuristic Feature Selection Criterion for 
Decision Tree Induction",
        JOURNAL = PAMI,
        VOLUME = "13",
        YEAR = "1991",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "834-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114162"}

@article{bb117910,
        AUTHOR = "Draper, B.A. and Brodley, C.E. and Utgoff, P.E.",
        TITLE = "Goal-Directed Classification Using Linear Machine Decision Trees",
        JOURNAL = PAMI,
        VOLUME = "16",
        YEAR = "1994",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "888-893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114163"}

@article{bb117911,
        AUTHOR = "Sethi, I.K. and Yoo, J.H.",
        TITLE = "Design Of Multicategory Multifeature Split Decision Trees Using
Perceptron Learning",
        JOURNAL = PR,
        VOLUME = "27",
        YEAR = "1994",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "939-947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114164"}

@article{bb117912,
        AUTHOR = "Sethi, I.K. and Yoo, J.H.",
        TITLE = "Structure-Driven Induction of Decision Tree Classifiers
Through Neural Learning",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1893-1904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114165"}

@article{bb117913,
        AUTHOR = "Lovell, B.C. and Bradley, A.P.",
        TITLE = "The Multiscale Classifier",
        JOURNAL = PAMI,
        VOLUME = "18",
        YEAR = "1996",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "124-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114166"}

@article{bb117914,
        AUTHOR = "Chaudhuri, D. and Chaudhuri, B.B. and Murthy, C.A.",
        TITLE = "A Data-driven Procedure for Density-Estimation with Some Applications",
        JOURNAL = PR,
        VOLUME = "29",
        YEAR = "1996",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1719-1736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114167"}

@article{bb117915,
        AUTHOR = "Esposito, F. and Malerba, D. and Semeraro, G.",
        TITLE = "A Comparative-Analysis of Methods for Pruning Decision Trees",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "476-491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114168"}

@article{bb117916,
        AUTHOR = "Kay, J.",
        TITLE = "A Comparative-Analysis of Methods for Pruning Decision Trees: Comment",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "492-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114169"}

@article{bb117917,
        AUTHOR = "Malerba, D. and Esposito, F. and Ceci, M. and Appice, A.",
        TITLE = "Top-down induction of model trees with regression and splitting nodes",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "612-625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114170"}

@article{bb117918,
        AUTHOR = "Friedl, M.A. and Brodley, C.E.",
        TITLE = "Decision Tree Classification of Land-Cover from Remotely-Sensed Data",
        JOURNAL = RSE,
        VOLUME = "61",
        YEAR = "1997",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "399-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114171"}

@article{bb117919,
        AUTHOR = "Jun, B.H. and Kim, C.S. and Song, H.Y. and Kim, J.",
        TITLE = "A New Criterion in Selection and Discretization of
Attributes for the Generation of Decision Trees",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1371-1375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114172"}

@article{bb117920,
        AUTHOR = "Chowdhury, N. and Murthy, C.A.",
        TITLE = "Minimal Spanning Tree-Based Clustering Technique:
Relationship with Bayes Classifier",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1919-1929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114173"}

@article{bb117921,
        AUTHOR = "Lam, C.P. and West, G.A.W. and Caelli, T.M.",
        TITLE = "Validation of Machine Learning Techniques:
Decision Trees and Finite Training Set",
        JOURNAL = JEI,
        VOLUME = "7",
        YEAR = "1998",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "94-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114174"}

@article{bb117922,
        AUTHOR = "Ho, T.K.",
        TITLE = "The Random Subspace Method for Constructing Decision Forests",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "832-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114175"}

@inproceedings{bb117923,
        AUTHOR = "Ho, T.K.",
        TITLE = "C4.5 Decision Forests",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 545-549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114176"}

@inproceedings{bb117924,
        AUTHOR = "Ho, T.K.",
        TITLE = "Exploratory analysis of point proximity in subspaces",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 196-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114177"}

@article{bb117925,
        AUTHOR = "Krishnan, R. and Sivakumar, G. and Bhattacharya, P.",
        TITLE = "A Search Technique for Rule Extraction from Trained Neural Networks",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "273-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114178"}

@article{bb117926,
        AUTHOR = "Krishnan, R. and Sivakumar, G. and Bhattacharya, P.",
        TITLE = "Extracting Decision Trees from Trained Neural Networks",
        JOURNAL = PR,
        VOLUME = "32",
        YEAR = "1999",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1999-2009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114179"}

@article{bb117927,
        AUTHOR = "Suarez, A. and Lutsko, J.F.",
        TITLE = "Globally Optimal Fuzzy Decision Trees for Classification and Regression",
        JOURNAL = PAMI,
        VOLUME = "21",
        YEAR = "1999",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1297-1311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114180"}

@article{bb117928,
        AUTHOR = "Ciampi, A. and Diday, E. and Lebbe, J. and Perinel, E. and Vignes, R.",
        TITLE = "Growing a tree classifier with imprecise data",
        JOURNAL = PRL,
        VOLUME = "21",
        YEAR = "2000",
        NUMBER = "9",
        MONTH = "August",
        PAGES = "787-803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114181"}

@article{bb117929,
        AUTHOR = "Breiman, L.",
        TITLE = "Bagging Predictors",
        JOURNAL = MachLearn,
        VOLUME = "24",
        YEAR = "1996",
        PAGES = "123-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114182"}

@article{bb117930,
        AUTHOR = "Yang, C.J. and Weng, J.Y.",
        TITLE = "Visual motion based behavior learning using hierarchical discriminant
regression",
        JOURNAL = PRL,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1031-1038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114183"}

@article{bb117931,
        AUTHOR = "Sethi, I.K. and Chatterjee, B.",
        TITLE = "Efficient decision tree design for discrete variable pattern
recognition problems",
        JOURNAL = PR,
        VOLUME = "9",
        YEAR = "1977",
        NUMBER = "4",
        PAGES = "197-206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114184"}

@article{bb117932,
        AUTHOR = "Rounds, E.M.",
        TITLE = "A combined nonparametric approach to feature selection and binary
decision tree design",
        JOURNAL = PR,
        VOLUME = "12",
        YEAR = "1980",
        NUMBER = "5",
        PAGES = "313-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114185"}

@article{bb117933,
        AUTHOR = "Murthy, K.R.K. and Keerthi, S.S. and Murty, M.N.",
        TITLE = "Rule prepending and post-pruning approach to incremental learning of
decision lists",
        JOURNAL = PR,
        VOLUME = "34",
        YEAR = "2001",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1697-1699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114186"}

@article{bb117934,
        AUTHOR = "Priebe, C.E. and Marchette, D.J. and Healy, D.M.",
        TITLE = "Integrated Sensing and Processing Decision Trees",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "699-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114187"}

@article{bb117935,
        AUTHOR = "Haskell, R.E. and Lee, C. and Hanna, D.M.",
        TITLE = "Geno-fuzzy classification trees",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1653-1659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114188"}

@article{bb117936,
        AUTHOR = "Paivinen, N.",
        TITLE = "Clustering with a minimum spanning tree of scale-free-like structure",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "921-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114189"}

@article{bb117937,
        AUTHOR = "Pedrycz, W. and Sosnowski, Z.A.",
        TITLE = "Genetically Optimized Fuzzy Decision Trees",
        JOURNAL = SMC-B,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "633-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114190"}

@article{bb117938,
        AUTHOR = "Pedrycz, W. and Sosnowski, Z.A.",
        TITLE = "C-fuzzy decision trees",
        JOURNAL = SMC-C,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "498-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114191"}

@article{bb117939,
        AUTHOR = "Rokach, L. and Maimon, O.",
        TITLE = "Top-down induction of decision trees classifiers: A survey",
        JOURNAL = SMC-C,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "476-487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114192"}

@article{bb117940,
        AUTHOR = "Kennard, M.J. and Harch, B.D. and Pusey, B.J. and Arthington, A.H.",
        TITLE = "Accurately defining the reference condition for summary biotic metrics",
        JOURNAL = "Hydrobiologia",
        VOLUME = "572",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "November",
        PAGES = "151-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114193"}

@article{bb117941,
        AUTHOR = "Zambon, M. and Lawrence, R.L. and Bunn, A. and Powell, S.",
        TITLE = "Effect of Alternative Splitting Rules on Image Processing Using
Classification Tree Analysis",
        JOURNAL = PhEngRS,
        VOLUME = "72",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "25-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114194"}

@article{bb117942,
        AUTHOR = "Lawrence, R.L. and Wright, A.",
        TITLE = "Rule-Based Classification Systems Using Classification and Regression
Tree (CART) Analysis",
        JOURNAL = PhEngRS,
        VOLUME = "67",
        YEAR = "2001",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1137-1142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114195"}

@article{bb117943,
        AUTHOR = "van de Vlag, D.E. and Stein, A.",
        TITLE = "Incorporating Uncertainty via Hierarchical Classification Using Fuzzy
Decision Trees",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "237-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114196"}

@article{bb117944,
        AUTHOR = "Banfield, R.E. and Hall, L.O. and Bowyer, K.W. and Kegelmeyer, W.P.",
        TITLE = "A Comparison of Decision Tree Ensemble Creation Techniques",
        JOURNAL = PAMI,
        VOLUME = "29",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "173-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114197"}

@article{bb117945,
        AUTHOR = "Perez, J.M. and Muguerza, J. and Arbelaitz, O. and Gurrutxaga, I. and Martin, J.I.",
        TITLE = "Combining multiple class distribution modified subsamples in a single
tree",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "414-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114198"}

@article{bb117946,
        AUTHOR = "Gurrutxaga, I. and Albisua, I. and Arbelaitz, O. and Martin, J.I. and Muguerza, J. and Perez, J.M. and Perona, I.",
        TITLE = "SEP/COP: An efficient method to find the best partition in hierarchical
clustering based on a new cluster validity index",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3364-3373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114199"}

@article{bb117947,
        AUTHOR = "Bertrand, G.",
        TITLE = "On the dynamics",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "447-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114200"}

@article{bb117948,
        AUTHOR = "Li, Y.J.",
        TITLE = "A clustering algorithm based on maximal theta-distant subtrees",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1425-1431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114201"}

@article{bb117949,
        AUTHOR = "Yildiz, O.T. and Dikmen, O.",
        TITLE = "Parallel univariate decision trees",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "825-832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114202"}

@article{bb117950,
        AUTHOR = "Liu, Y.H. and Lin, C.C. and Lin, W.H. and Chang, F.",
        TITLE = "Accelerating feature-vector matching using multiple-tree and sub-vector
methods",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2392-2399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114203"}

@article{bb117951,
        AUTHOR = "Altincay, H.",
        TITLE = "Decision trees using model ensemble-based nodes",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3540-3551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114204"}

@article{bb117952,
        AUTHOR = "Jin, S. and Yeung, D.S. and Wang, X.Z.",
        TITLE = "Network intrusion detection in covariance feature space",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2185-2197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114205"}

@article{bb117953,
        AUTHOR = "Balagani, K.S. and Phoha, V.V.",
        TITLE = "On the Relationship Between Dependence Tree Classification Error and
Bayes Error Rate",
        JOURNAL = PAMI,
        VOLUME = "29",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1866-1868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114206"}

@article{bb117954,
        AUTHOR = "Pino Mejias, R. and Jimenez Gamero, M.D. and Cubiles de la Vega, M.D. and Pascual Acosta, A.",
        TITLE = "Reduced bootstrap aggregating of learning algorithms",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "265-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114207"}

@article{bb117955,
        AUTHOR = "Watanachaturaporn, P. and Arora, M.K. and Varshney, P.K.",
        TITLE = "Multisource Classification Using Support Vector Machines: An Empirical
Comparison with Decision Tree and Neural Network Classifiers",
        JOURNAL = PhEngRS,
        VOLUME = "74",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "239-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern639.html#TT114208"}

@article{bb117956,
        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#TT114209"}

@article{bb117957,
        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#TT114210"}

@article{bb117958,
        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#TT114211"}

@article{bb117959,
        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#TT114212"}

@article{bb117960,
        AUTHOR = "Liu, J. and Li, X. and Zhong, W.",
        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#TT114213"}

@article{bb117961,
        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#TT114214"}

@article{bb117962,
        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#TT114215"}

@article{bb117963,
        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#TT114216"}

@article{bb117964,
        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#TT114217"}

@article{bb117965,
        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#TT114218"}

@article{bb117966,
        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#TT114219"}

@article{bb117967,
        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#TT114220"}

@article{bb117968,
        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#TT114221"}

@article{bb117969,
        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#TT114222"}

@article{bb117970,
        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#TT114222"}

@article{bb117971,
        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#TT114223"}

@article{bb117972,
        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#TT114224"}

@book{bb117973,
        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#TT114225"}

@inproceedings{bb117974,
        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#TT114226"}

@article{bb117975,
        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#TT114227"}

@article{bb117976,
        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#TT114228"}

@article{bb117977,
        AUTHOR = "Bao, L. 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#TT114229"}

@article{bb117978,
        AUTHOR = "Wang, G. and Yuan, H. and Yang, Q.X. and Song, Y.B. and Bao, L.",
        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#TT114229"}

@article{bb117979,
        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#TT114230"}

@article{bb117980,
        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#TT114231"}

@article{bb117981,
        AUTHOR = "Wang, X.C. and Liu, X.D. and Pedrycz, W. and Zhang, L.",
        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#TT114232"}

@article{bb117982,
        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#TT114233"}

@article{bb117983,
        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#TT114234"}

@article{bb117984,
        AUTHOR = "Zheng, Y. and Fan, J.P. and Zhang, J. and Gao, X.",
        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#TT114235"}

@article{bb117985,
        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#TT114236"}

@article{bb117986,
        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#TT114237"}

@article{bb117987,
        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#TT114238"}

@article{bb117988,
        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#TT114239"}

@article{bb117989,
        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#TT114240"}

@article{bb117990,
        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#TT114241"}

@article{bb117991,
        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#TT114242"}

@article{bb117992,
        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#TT114243"}

@article{bb117993,
        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#TT114244"}

@inproceedings{bb117994,
        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#TT114245"}

@article{bb117995,
        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#TT114246"}

@article{bb117996,
        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#TT114247"}

@article{bb117997,
        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#TT114248"}

@inproceedings{bb117998,
        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#TT114249"}

@article{bb117999,
        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#TT114250"}

Last update:Nov 1, 2021 at 09:26:50