@inproceedings{bb99700,
        AUTHOR = "Nedeljkovic, V. and Milosavljevic, M.",
        TITLE = "On the influence of the training set data preprocessing on neural
networks training",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "II:33-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT96161"}

@inproceedings{bb99701,
        AUTHOR = "Ferri, F.J. and Vidal, E.",
        TITLE = "Small sample size effects in the use of editing techniques",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "II:607-610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern603.html#TT96162"}

@article{bb99702,
        AUTHOR = "Fukunaga, K. and Hayes, R.R.",
        TITLE = "Effects of Sample Size in Classifier Design",
        JOURNAL = PAMI,
        VOLUME = "11",
        YEAR = "1989",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "873-885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96163"}

@article{bb99703,
        AUTHOR = "Raudys, S.J. and Jain, A.K.",
        TITLE = "Small Sample Size Effects in Statistical Pattern Recognition:
Recommendations for Practitioners",
        JOURNAL = PAMI,
        VOLUME = "13",
        YEAR = "1991",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "252-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96164"}

@inproceedings{bb99704,
        AUTHOR = "Raudys, S.J. and Jain, A.K.",
        TITLE = "Small sample size effects in statistical pattern recognition:
recommendations for practitioners and open problems",
        BOOKTITLE = ICPR90,
        YEAR = "1990",
        PAGES = "I: 417-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96165"}

@article{bb99705,
        AUTHOR = "Wong, A.K.C. and Chiu, D.K.Y.",
        TITLE = "Synthesizing Statistical Knowledge from Incomplete Mixed-Mode Data",
        JOURNAL = PAMI,
        VOLUME = "9",
        YEAR = "1987",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "796-805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96166"}

@article{bb99706,
        AUTHOR = "Chiu, D.K.Y. and Wong, A.K.C. and Chan, K.C.C.",
        TITLE = "Synthesis of Statistical Knowledge from Time-Dependent Data",
        JOURNAL = PAMI,
        VOLUME = "13",
        YEAR = "1991",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "265-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96167"}

@article{bb99707,
        AUTHOR = "Chan, S.C. and Wong, A.K.C.",
        TITLE = "Synthesis and recognition of sequences",
        JOURNAL = PAMI,
        VOLUME = "13",
        YEAR = "1991",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1245-1255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96168"}

@article{bb99708,
        AUTHOR = "Ibrahim, J.",
        TITLE = "Incomplete Data in Generalized Linear Models",
        JOURNAL = ASAJ,
        VOLUME = "85",
        YEAR = "1990",
        PAGES = "765-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96169"}

@article{bb99709,
        AUTHOR = "Krishnan, T. and Nandy, S.C.",
        TITLE = "Efficiency of discriminant analysis when initial samples are classified
stochastically",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "5",
        PAGES = "529-537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96170"}

@article{bb99710,
        AUTHOR = "Benali, H. and Buvat, I. and Frouin, F. and Bazin, J.P. and di Paola, R.",
        TITLE = "Foundations of Factor Analysis of Medical Image Sequences:
A Unified Approach and Some Practical Implications",
        JOURNAL = IVC,
        VOLUME = "12",
        YEAR = "1994",
        NUMBER = "6",
        MONTH = "July",
        PAGES = "375-385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96171"}

@article{bb99711,
        AUTHOR = "Lazo Cortes, M. and Ruiz Shulcloper, J.",
        TITLE = "Determining the Feature Relevance for Nonclassically Described Objects
and a New Algorithm to Compute Typical Fuzzy Testors",
        JOURNAL = PRL,
        VOLUME = "16",
        YEAR = "1995",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1259-1265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96172"}

@article{bb99712,
        AUTHOR = "Lazo Cortes, M. and Ruiz Shulcloper, J. and Alba Cabrera, E.",
        TITLE = "An Overview of the Evolution of the Concept of Testor",
        JOURNAL = PR,
        VOLUME = "34",
        YEAR = "2001",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "753-762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96173"}

@inproceedings{bb99713,
        AUTHOR = "Sanchez Diaz, G. and Lazo Cortes, M.",
        TITLE = "CT-EXT: An Algorithm for Computing Typical Testor Set",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "506-514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96174"}

@article{bb99714,
        AUTHOR = "Castelli, V. and Cover, T.M.",
        TITLE = "The Relative Value of Labeled and Unlabeled Samples in
Pattern-Recognition with an Unknown Mixing Parameter",
        JOURNAL = IT,
        VOLUME = "42",
        YEAR = "1996",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "2102-2117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96175"}

@article{bb99715,
        AUTHOR = "Jain, A.K. and Zongker, D.",
        TITLE = "Feature-Selection:
Evaluation, Application, and Small Sample Performance",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "153-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96176"}

@inproceedings{bb99716,
        AUTHOR = "Zongker, D. and Jain, A.K.",
        TITLE = "Algorithms for Feature Selection: An Evaluation",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 18-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96177"}

@article{bb99717,
        AUTHOR = "Raudys, S.J.",
        TITLE = "Dimensionality, Sample-Size, and Classification Error of
Nonparametric Linear Classification Algorithms",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "667-671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96178"}

@inproceedings{bb99718,
        AUTHOR = "Raudys, S.J.",
        TITLE = "Linear Classifiers in Perceptron Design",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "IV: 763-767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96179"}

@article{bb99719,
        AUTHOR = "Tseng, C.H.",
        TITLE = "Identification of Cubically Nonlinear Systems Using Undersampled Data",
        JOURNAL = VISP,
        VOLUME = "144",
        YEAR = "1997",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "267-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96180"}

@article{bb99720,
        AUTHOR = "Skurichina, M. and Duin, R.P.W.",
        TITLE = "Regularisation of Linear Classifiers by Adding Redundant Features",
        JOURNAL = PAA,
        VOLUME = "2",
        YEAR = "1999",
        NUMBER = "1",
        PAGES = "44-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96181"}

@article{bb99721,
        AUTHOR = "Hodgson, M.E.",
        TITLE = "What Size Window for Image Classification: A Cognitive Perspective",
        JOURNAL = PhEngRS,
        VOLUME = "64",
        YEAR = "1998",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "797-807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96182"}

@article{bb99722,
        AUTHOR = "Guyon, I. and Makhoul, J. and Schwartz, R. and Vapnik, V.",
        TITLE = "What Size Test Set Gives Good Error Rate Estimates?",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "52-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96183"}

@article{bb99723,
        AUTHOR = "Avena, G.C. and Ricotta, C. and Volpe, F.",
        TITLE = "The influence of principal component analysis on the spatial structure
of a multispectral dataset",
        JOURNAL = JRS,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "17",
        MONTH = "November",
        PAGES = "3367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96184"}

@article{bb99724,
        AUTHOR = "Sitek, A. and Gullberg, G.T. and Huesman, R.H.",
        TITLE = "Correction for ambiguous solutions in factor analysis using a penalized
least squares objective",
        JOURNAL = MedImg,
        VOLUME = "21",
        YEAR = "2002",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "216-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96185"}

@article{bb99725,
        AUTHOR = "Ennaji, A. and Ribert, A. and Lecourtier, Y.",
        TITLE = "From data topology to a modular classifier",
        JOURNAL = IJDAR,
        VOLUME = "6",
        YEAR = "2003",
        NUMBER = "1",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96186"}

@inproceedings{bb99726,
        AUTHOR = "Ribert, A. and Ennaji, A. and Lecourtier, Y.",
        TITLE = "Clustering Data: Dealing with High Density Variations",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 736-739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96187"}

@inproceedings{bb99727,
        AUTHOR = "Stocker, E. and Ribert, A. and Lecourtier, Y. and Ennaji, A.",
        TITLE = "Incremental Distributed Classifier Building",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "IV: 128-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96188"}

@article{bb99728,
        AUTHOR = "Liu, Z.Y. and Chiu, K.C. and Xu, L.",
        TITLE = "Investigations on Non-Gaussian Factor Analysis",
        JOURNAL = SPLetters,
        VOLUME = "11",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "597-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96189"}

@article{bb99729,
        AUTHOR = "Wang, Y. and Huang, S.T.",
        TITLE = "Training TSVM with the proper number of positive samples",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2187-2194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96190"}

@article{bb99730,
        AUTHOR = "Knijnenburg, T.A. and Reinders, M.J.T. and Wessels, L.F.A.",
        TITLE = "Artifacts of Markov blanket filtering based on discretized features in
small sample size applications",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "709-714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96191"}

@article{bb99731,
        AUTHOR = "Lai, C. and Reinders, M.J.T. and Wessels, L.F.A.",
        TITLE = "Random subspace method for multivariate feature selection",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1067-1076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96192"}

@article{bb99732,
        AUTHOR = "Li, Y.L. and Wessels, L.F.A. and de Ridder, D. and Reinders, M.J.T.",
        TITLE = "Classification in the presence of class noise using a probabilistic
Kernel Fisher method",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3349-3357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96193"}

@article{bb99733,
        AUTHOR = "Reinders, M.J.T. and de Ridder, D. and Wessels, L.F.A. and Li, Y.L.",
        TITLE = "Classification in the presence of class noise using a probabilistic
Kernel Fisher method",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96193"}

@article{bb99734,
        AUTHOR = "Liang, Y.X. and Li, C.R. and Gong, W.G. and Pan, Y.J.",
        TITLE = "Uncorrelated linear discriminant analysis based on weighted pairwise
Fisher criterion",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3606-3615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96194"}

@article{bb99735,
        AUTHOR = "Isaksson, A. and Wallman, M. and Goransson, H. and Gustafsson, M.G.",
        TITLE = "Cross-validation and bootstrapping are unreliable in small sample
classification",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1960-1965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96195"}

@article{bb99736,
        AUTHOR = "Das, K. and Nenadic, Z.",
        TITLE = "An efficient discriminant-based solution for small sample size problem",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "857-866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96196"}

@article{bb99737,
        AUTHOR = "Jacquemont, S. and Jacquenet, F. and Sebban, M.",
        TITLE = "A lower bound on the sample size needed to perform a significant
frequent pattern mining task",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "960-967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96197"}

@article{bb99738,
        AUTHOR = "Hernandez Leal, P. and Carrasco Ochoa, J.A. and Martinez Trinidad, J.F. and Olvera Lopez, J.A.",
        TITLE = "InstanceRank based on borders for instance selection",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "365-375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96198"}

@inproceedings{bb99739,
        AUTHOR = "Olvera Lopez, J.A. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A.",
        TITLE = "Mixed Data Object Selection Based on Clustering and Border Objects",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "674-683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96199"}

@inproceedings{bb99740,
        AUTHOR = "Hernandez Rodriguez, S. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A.",
        TITLE = "On the selection of base prototypes for LAESA and TLAESA classifiers",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96200"}

@article{bb99741,
        AUTHOR = "Macia, N. and Bernado Mansilla, E. and Orriols Puig, A. and Ho, T.K.",
        TITLE = "Learner excellence biased by data set selection:
A case for data characterisation and artificial data sets",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1054-1066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96201"}

@inproceedings{bb99742,
        AUTHOR = "Macia, N. and Bernado Mansilla, E. and Orriols Puig, A.",
        TITLE = "Preliminary approach on synthetic data sets generation based on class
separability measure",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96202"}

@inproceedings{bb99743,
        AUTHOR = "Macia, N. and Ho, T.K. and Orriols Puig, A. and Bernado Mansilla, E.",
        TITLE = "The Landscape Contest at ICPR 2010",
        BOOKTITLE = "ICPR-Contests10",
        YEAR = "2010",
        PAGES = "29-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96203"}

@article{bb99744,
        AUTHOR = "Hanczar, B. and Dougherty, E.R.",
        TITLE = "The reliability of estimated confidence intervals for classification
error rates when only a single sample is available",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1067-1077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96204"}

@article{bb99745,
        AUTHOR = "Jiang, Y.G. and Wang, J. and Xue, X. and Chang, S.F.",
        TITLE = "Query-Adaptive Image Search With Hash Codes",
        JOURNAL = MultMed,
        VOLUME = "15",
        YEAR = "2013",
        NUMBER = "2",
        PAGES = "442-453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96205"}

@inproceedings{bb99746,
        AUTHOR = "Jiang, Y.G. and Wang, J. and Chang, S.F.",
        TITLE = "Lost in binarization: query-adaptive ranking for similar image search
with compact codes",
        BOOKTITLE = ICMR11,
        YEAR = "2011",
        PAGES = "16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96206"}

@inproceedings{bb99747,
        AUTHOR = "Wang, J. and Jiang, Y.G. and Chang, S.F.",
        TITLE = "Label diagnosis through self tuning for web image search",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1390-1397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96207"}

@article{bb99748,
        AUTHOR = "Wu, H. and Miao, Z.J. and Wang, Y. and Lin, M.",
        TITLE = "Optimized recognition with few instances based on semantic distance",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "367-375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96208"}

@article{bb99749,
        AUTHOR = "Hsiao, P.H. and Chang, F.J. and Lin, Y.Y.",
        TITLE = "Learning Discriminatively Reconstructed Source Data for Object
Recognition With Few Examples",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3518-3532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96209"}

@article{bb99750,
        AUTHOR = "Potapov, A. and Potapova, V. and Peterson, M.",
        TITLE = "A feasibility study of an autoencoder meta-model for improving
generalization capabilities on training sets of small sizes",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "24-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96210"}

@article{bb99751,
        AUTHOR = "Li, D. and Liu, S.L. and Zhang, H.L.",
        TITLE = "A method of anomaly detection and fault diagnosis with online
adaptive learning under small training samples",
        JOURNAL = PR,
        VOLUME = "64",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "374-385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96211"}

@article{bb99752,
        AUTHOR = "Kuncheva, L.I. and Rodriguez, J.J.",
        TITLE = "On feature selection protocols for very low-sample-size data",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "660-673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96212"}

@article{bb99753,
        AUTHOR = "Pan, B. and Shi, Z.W. and Xu, X.",
        TITLE = "MugNet: Deep learning for hyperspectral image classification using
limited samples",
        JOURNAL = PandRS,
        VOLUME = "145",
        YEAR = "2018",
        PAGES = "108-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96213"}

@article{bb99754,
        AUTHOR = "Cadoni, M. and Lagorio, A. and Grosso, E.",
        TITLE = "Incremental models based on features persistence for object
recognition",
        JOURNAL = PRL,
        VOLUME = "122",
        YEAR = "2019",
        PAGES = "38-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96214"}

@inproceedings{bb99755,
        AUTHOR = "Abati, D. and Porrello, A. and Calderara, S. and Cucchiara, R.",
        TITLE = "Latent Space Autoregression for Novelty Detection",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "481-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96215"}

@inproceedings{bb99756,
        AUTHOR = "Kaushal, V. and Iyer, R. and Kothawade, S. and Mahadev, R. and Doctor, K. and Ramakrishnan, G.",
        TITLE = "Learning From Less Data: A Unified Data Subset Selection and Active
Learning Framework for Computer Vision",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1289-1299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96216"}

@article{bb99757,
        AUTHOR = "Zhang, Z.L. and Li, J. and Guo, Y.L. and Li, X. and Lin, Y.B. and Xiao, G.B. and Wang, C.",
        TITLE = "Robust procedural model fitting with a new geometric similarity
estimator",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "120-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96217"}

@inproceedings{bb99758,
        AUTHOR = "Davari, A. and Christlein, V. and Vesal, S. and Maier, A. and Riess, C.",
        TITLE = "GMM Supervectors for Limited Training Data in Hyperspectral Remote
Sensing Image Classification",
        BOOKTITLE = CAIP17,
        YEAR = "2017",
        PAGES = "II: 296-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96218"}

@inproceedings{bb99759,
        AUTHOR = "Ustuner, M. and Sanli, F.B. and Abdikan, S.",
        TITLE = "Balanced Vs Imbalanced Training Data: Classifying Rapideye Data With
Support Vector Machines",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 379-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96219"}

@inproceedings{bb99760,
        AUTHOR = "Su, H. and Yin, Z.Z. and Kanade, T. and Huh, S.",
        TITLE = "Active sample selection and correction propagation on a
gradually-augmented graph",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "1975-1983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96220"}

@inproceedings{bb99761,
        AUTHOR = "Kadar, I. and Ben Shahar, O.",
        TITLE = "Small sample scene categorization from perceptual relations",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2711-2718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96221"}

@inproceedings{bb99762,
        AUTHOR = "Singh, M. and Gupta, P.K. and Mishra, S.",
        TITLE = "Automated test data generation for mutation testing using AspectJ
programs",
        BOOKTITLE = ICIIP11,
        YEAR = "2011",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96222"}

@inproceedings{bb99763,
        AUTHOR = "Xia, X.T. and Zhou, Q. and Zhu, J.M.",
        TITLE = "Evaluation for repeatability and reproducibility of information poor
process",
        BOOKTITLE = IASP10,
        YEAR = "2010",
        PAGES = "528-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96223"}

@inproceedings{bb99764,
        AUTHOR = "Petersen, H. and Poon, J.",
        TITLE = "Reworking Bridging for Use within the Image Domain",
        BOOKTITLE = CAIP09,
        YEAR = "2009",
        PAGES = "832-839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96224"}

@inproceedings{bb99765,
        AUTHOR = "Ricamato, M.T. and Marrocco, C. and Tortorella, F.",
        TITLE = "MCS-based balancing techniques for skewed classes:
An empirical comparison",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96225"}

@inproceedings{bb99766,
        AUTHOR = "Na, J.H. and Yun, S.M. and Kim, M.S. and Choi, J.Y.",
        TITLE = "Relevant pattern selection for subspace learning",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96226"}

@inproceedings{bb99767,
        AUTHOR = "Xu, Y. and Zhang, D.",
        TITLE = "A New Solution Scheme of Unsupervised Locality Preserving Projection
Method for the SSS Problem",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "775-781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96227"}

@inproceedings{bb99768,
        AUTHOR = "Morales Manilla, L.R. and Sanchez Diaz, G.",
        TITLE = "FS-EX Plus: A New Algorithm for the Calculation of Typical FS-Testor
Set",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "380-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96228"}

@inproceedings{bb99769,
        AUTHOR = "Zheng, Y.J. and Yang, J.Y. and Yang, J. and Wu, X.J.",
        TITLE = "Effective classification image space which can solve small sample size
problem",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 861-864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96229"}

@inproceedings{bb99770,
        AUTHOR = "Pranckeviciene, E. and Ho, T.K. and Somorjai, R.",
        TITLE = "Class Separability in Spaces Reduced By Feature Selection",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 254-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96230"}

@inproceedings{bb99771,
        AUTHOR = "Zhu, X.Q. and Wu, X.D.",
        TITLE = "Scalable Representative Instance Selection and Ranking",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 352-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96231"}

@inproceedings{bb99772,
        AUTHOR = "Xuan, G.R. and Zhu, X.M. and Chai, P.Q. and Zhang, Z.P. and Shi, Y.Q. and Fu, D.D.",
        TITLE = "Feature Selection based on the Bhattacharyya Distance",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 1232-1235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96232"}

@inproceedings{bb99773,
        AUTHOR = "Fu, D.D. and Shi, Y.Q. and Zhang, Z.P. and Chai, P.Q. and Zhu, X.M. and Xuan, G.R.",
        TITLE = "Feature Selection based on the Bhattacharyya Distance",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96232"}

@inproceedings{bb99774,
        AUTHOR = "Levi, K. and Fink, M. and Weiss, Y.",
        TITLE = "Learning From a Small Number of Training Examples by Exploiting Object
Categories",
        BOOKTITLE = LCV04,
        YEAR = "2004",
        PAGES = "96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96233"}

@inproceedings{bb99775,
        AUTHOR = "Ulusoy, I. and Bishop, C.M.",
        TITLE = "Comparison of Generative and Discriminative Techniques for Object
Detection and Classification",
        BOOKTITLE = CLOR06,
        YEAR = "2006",
        PAGES = "173-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96234"}

@inproceedings{bb99776,
        AUTHOR = "Ulusoy, I. and Bishop, C.M.",
        TITLE = "Generative versus Discriminative Methods for Object Recognition",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 258-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96235"}

@inproceedings{bb99777,
        AUTHOR = "Salah, A.A. and Alpaydin, E.",
        TITLE = "Incremental mixtures of factor analysers",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 276-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96236"}

@inproceedings{bb99778,
        AUTHOR = "Huang, R. and Liu, Q.S. and Lu, H.Q. and Ma, S.D.",
        TITLE = "Solving the small sample size problem of LDAf",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 29-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96237"}

@inproceedings{bb99779,
        AUTHOR = "Duin, R.P.W.",
        TITLE = "Relational Discriminant Analysis and its Large Sample Size Problem",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 445-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT96238"}

@article{bb99780,
        AUTHOR = "Barandela, R. and Sanchez, J.S. and Garcia, V. and Rangel, E.",
        TITLE = "Strategies for learning in class imbalance problems",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "849-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96239"}

@article{bb99781,
        AUTHOR = "Sun, Y.M. and Kamel, M.S. and Wong, A.K.C. and Wang, Y.",
        TITLE = "Cost-sensitive boosting for classification of imbalanced data",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3358-3378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96240"}

@article{bb99782,
        AUTHOR = "Tang, Y. and Zhang, Y.Q. and Chawla, N.V. and Krasser, S.",
        TITLE = "SVMs Modeling for Highly Imbalanced Classification",
        JOURNAL = SMC-B,
        VOLUME = "39",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "281-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96241"}

@article{bb99783,
        AUTHOR = "Perez Godoy, M.D. and Fernandez, A. and Rivera, A.J. and Jose del Jesus, M.",
        TITLE = "Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for
imbalanced data sets",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2375-2388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96242"}

@article{bb99784,
        AUTHOR = "Fernandez Navarro, F. and Hervas Martinez, C. and Gutierrez, P.A.",
        TITLE = "A dynamic over-sampling procedure based on sensitivity for multi-class
problems",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1821-1833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96243"}

@article{bb99785,
        AUTHOR = "Soda, P.",
        TITLE = "A multi-objective optimisation approach for class imbalance learning",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1801-1810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96244"}

@article{bb99786,
        AUTHOR = "Tahir, M.A. and Kittler, J.V. and Bouridane, A.",
        TITLE = "Multilabel classification using heterogeneous ensemble of multi-label
classifiers",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "513-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96245"}

@article{bb99787,
        AUTHOR = "Tahir, M.A. and Kittler, J.V. and Yan, F.",
        TITLE = "Inverse random under sampling for class imbalance problem and its
application to multi-label classification",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3738-3750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96246"}

@article{bb99788,
        AUTHOR = "Thanathamathee, P. and Lursinsap, C.",
        TITLE = "Handling imbalanced data sets with synthetic boundary data generation
using bootstrap re-sampling and AdaBoost techniques",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1339-1347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96247"}

@article{bb99789,
        AUTHOR = "Galar, M. and Fernandez, A. and Barrenechea, E. and Herrera, F.",
        TITLE = "EUSBoost: Enhancing ensembles for highly imbalanced data-sets by
evolutionary undersampling",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3460-3471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96248"}

@article{bb99790,
        AUTHOR = "Maldonado, S. and Lopez, J.",
        TITLE = "Imbalanced data classification using second-order cone programming
support vector machines",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "2070-2079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96249"}

@article{bb99791,
        AUTHOR = "Shao, Y.H. and Chen, W.J. and Zhang, J.J. and Wang, Z. and Deng, N.Y.",
        TITLE = "An efficient weighted Lagrangian twin support vector machine for
imbalanced data classification",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3158-3167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96250"}

@article{bb99792,
        AUTHOR = "Sun, Z.B. and Song, Q.B. and Zhu, X.Y. and Sun, H. and Xu, B. and Zhou, Y.M.",
        TITLE = "A novel ensemble method for classifying imbalanced data",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "5",
        PAGES = "1623-1637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96251"}

@article{bb99793,
        AUTHOR = "d'Addabbo, A. and Maglietta, R.",
        TITLE = "Parallel selective sampling method for imbalanced and large data
classification",
        JOURNAL = PRL,
        VOLUME = "62",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "61-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96252"}

@article{bb99794,
        AUTHOR = "Cheng, F.Y. and Zhang, J. and Wen, C.H.",
        TITLE = "Cost-Sensitive Large margin Distribution Machine for classification
of imbalanced data",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "107-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96253"}

@article{bb99795,
        AUTHOR = "Zhang, X.G. and Wang, D.X. and Zhou, Y.C. and Chen, H. and Cheng, F.Y. and Liu, M.",
        TITLE = "Kernel modified optimal margin distribution machine for imbalanced
data classification",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "325-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96254"}

@article{bb99796,
        AUTHOR = "Saez, J.A. and Krawczyk, B. and Wozniak, M.",
        TITLE = "Analyzing the oversampling of different classes and types of examples
in multi-class imbalanced datasets",
        JOURNAL = PR,
        VOLUME = "57",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "164-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96255"}

@article{bb99797,
        AUTHOR = "Vluymans, S. and Tarrago, D.S. and Saeys, Y. and Cornelis, C. and Herrera, F.",
        TITLE = "Fuzzy rough classifiers for class imbalanced multi-instance data",
        JOURNAL = PR,
        VOLUME = "53",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "36-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96256"}

@article{bb99798,
        AUTHOR = "Ng, W.W.Y. and Zeng, G.J. and Zhang, J.J. and Yeung, D.S. and Pedrycz, W.",
        TITLE = "Dual autoencoders features for imbalance classification problem",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "875-889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96257"}

@article{bb99799,
        AUTHOR = "Zhang, X.Z. and Li, Y.X. and Kotagiri, R. and Wu, L.F. and Tari, Z. and Cheriet, M.",
        TITLE = "KRNN: k Rare-class Nearest Neighbour classification",
        JOURNAL = PR,
        VOLUME = "62",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "33-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT96258"}

Last update:Feb 20, 2020 at 21:34:09