@inproceedings{bb137800, AUTHOR = "Padmaja, T.M. and Dhulipalla, N. and Krishna, P.R. and Bapi, R.S. and Laha, A.", TITLE = "An Unbalanced Data Classification Model Using Hybrid Sampling Technique for Fraud Detection", BOOKTITLE = PReMI07, YEAR = "2007", PAGES = "341-348", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133804"} @inproceedings{bb137801, AUTHOR = "Fisher, R.B.", TITLE = "An Empirical Model for Saturation and Capacity in Classifier Spaces", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "IV: 189-193", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133805"} @inproceedings{bb137802, AUTHOR = "Maloof, M.A.", TITLE = "On machine learning, ROC analysis, and statistical tests of significance", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 204-207", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133806"} @inproceedings{bb137803, AUTHOR = "Johnson, A.Y. and Bobick, A.F.", TITLE = "Relationship between identification metrics: Expected confusion and area under a ROC curve", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "III: 662-666", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133807"} @inproceedings{bb137804, AUTHOR = "Rees, G.S. and Wright, W.A. and Greenway, P.", TITLE = "ROC Method for the Evaluation of Multi-class Segmentation/Classification Algorithms with Infrared Imagery", BOOKTITLE = BMVC02, YEAR = "2002", PAGES = "Poster Session", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133808"} @inproceedings{bb137805, AUTHOR = "Menard, M. and Doget, T. and Shahin, A.", TITLE = "Ambiguity Concept and Switching Regression Models", BOOKTITLE = SCIA99, YEAR = "1999", PAGES = "Pattern Recognition", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133809"} @inproceedings{bb137806, AUTHOR = "Kanungo, T. and Gay, D.M. and Haralick, R.M.", TITLE = "Constrained monotone regression of ROC curves and histograms using splines and polynomials", BOOKTITLE = ICIP95, YEAR = "1995", PAGES = "II: 292-295", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133810"} @inproceedings{bb137807, AUTHOR = "Grossman, T. and Lapedes, A.", TITLE = "Noise sensitivity signatures for model selection", BOOKTITLE = ICPR94, YEAR = "1994", PAGES = "B:213-218", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT133811"} @article{bb137808, AUTHOR = "Zaki, F.W. and Abd El Fattah, A.I. and Enab, Y.M. and El Konyaly, S.H.", TITLE = "An ensemble average classifier for pattern recognition machines", JOURNAL = PR, VOLUME = "21", YEAR = "1988", NUMBER = "4", PAGES = "327-332", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133812"} @article{bb137809, AUTHOR = "Chen, C.C. and Dubes, R.C. and Jain, A.K.", TITLE = "Comments on 'An ensemble average classifier for pattern recognition machines'", JOURNAL = PR, VOLUME = "23", YEAR = "1990", NUMBER = "6", PAGES = "669", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133813"} @inproceedings{bb137810, AUTHOR = "Mandler, E. and Schurmann, J.", TITLE = "Combining the Classification Results of Independent Classifiers Based on the Dempster-Shafer Theory of Evidence", BOOKTITLE = PRAI-88, YEAR = "1988", PAGES = "381-393", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133814"} @article{bb137811, AUTHOR = "Lumelsky, V.J.", TITLE = "A combined algorithm for weighting the variables and clustering in the clustering problem", JOURNAL = PR, VOLUME = "15", YEAR = "1982", NUMBER = "2", PAGES = "53-60", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133815"} @article{bb137812, AUTHOR = "Mazurov, V.D. and Krivonogov, A.I. and Kazantsev, V.S.", TITLE = "Solving of optimization and identification problems by the committee methods", JOURNAL = PR, VOLUME = "20", YEAR = "1987", NUMBER = "4", PAGES = "371-378", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133816"} @article{bb137813, AUTHOR = "Lu, Y. and Yamaoka, F.", TITLE = "Fuzzy Integration of Classification Results", JOURNAL = PR, VOLUME = "30", YEAR = "1997", NUMBER = "11", MONTH = "November", PAGES = "1877-1891", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133817"} @article{bb137814, AUTHOR = "Ji, C.Y. and Ma, S.", TITLE = "Combinations of Weak Classifiers", JOURNAL = TNN, VOLUME = "8", YEAR = "1997", NUMBER = "1", MONTH = "January", PAGES = "32-42", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133818"} @article{bb137815, AUTHOR = "Woods, K. and Kegelmeyer, W.P. and Bowyer, K.W.", TITLE = "Combination of Multiple Classifiers Using Local Accuracy Estimates", JOURNAL = PAMI, VOLUME = "19", YEAR = "1997", NUMBER = "4", MONTH = "April", PAGES = "405-410", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133819"} @inproceedings{bb137816, AUTHOR = "Bowyer, K.W. and Kegelmeyer, W.P. and Woods, K.", TITLE = "Combination of Multiple Classifiers Using Local Accuracy Estimates", BOOKTITLE = CVPR96, YEAR = "1996", PAGES = "391-396", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133819"} @article{bb137817, AUTHOR = "Kang, H.J. and Kim, K. and Kim, J.H.", TITLE = "Optimal Approximation of Discrete Probability Distribution with Kth-Order Dependency and Its Application to Combining Multiple Classifiers", JOURNAL = PRL, VOLUME = "18", YEAR = "1997", NUMBER = "6", MONTH = "June", PAGES = "515-523", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133820"} @article{bb137818, AUTHOR = "Bollacker, K.D. and Ghosh, J.", TITLE = "Knowledge Reuse in Multiple Classifier Systems", JOURNAL = PRL, VOLUME = "18", YEAR = "1997", NUMBER = "11-13", MONTH = "November", PAGES = "1385-1390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133821"} @article{bb137819, AUTHOR = "Fujino, A. and Ueda, N. and Saito, K.", TITLE = "Semisupervised Learning for a Hybrid Generative/Discriminative Classifier based on the Maximum Entropy Principle", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "3", MONTH = "March", PAGES = "424-437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133822"} @article{bb137820, AUTHOR = "Ueda, N.", TITLE = "Optimal Linear Combination of Neural Networks for Improving Classification Performance", JOURNAL = PAMI, VOLUME = "22", YEAR = "2000", NUMBER = "2", MONTH = "February", PAGES = "207-215", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133823"} @article{bb137821, AUTHOR = "Kleinberg, E.M.", TITLE = "On the Algorithmic Implementation of Stochastic Discrimination", JOURNAL = PAMI, VOLUME = "22", YEAR = "2000", NUMBER = "5", MONTH = "May", PAGES = "473-490", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133824"} @article{bb137822, AUTHOR = "Saranli, A. and Demirekler, M.", TITLE = "A statistical unified framework for rank-based multiple classifier decision combination", JOURNAL = PR, VOLUME = "34", YEAR = "2001", NUMBER = "4", MONTH = "April", PAGES = "865-884", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133825"} @inproceedings{bb137823, AUTHOR = "Saranli, A. and Demirekler, M.", TITLE = "A Unified View of Rank-based Decision Combination", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 479-482", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133826"} @article{bb137824, AUTHOR = "Saranli, A. and Demirekler, M.", TITLE = "On output independence and complementariness in rank-based multiple classifier decision systems", JOURNAL = PR, VOLUME = "34", YEAR = "2001", NUMBER = "12", MONTH = "December", PAGES = "2319-2330", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133827"} @article{bb137825, AUTHOR = "Altincay, H. and Demirekler, M.", TITLE = "Undesirable effects of output normalization in multiple classifier systems", JOURNAL = PRL, VOLUME = "24", YEAR = "2003", NUMBER = "9-10", MONTH = "June", PAGES = "1163-1170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133828"} @inproceedings{bb137826, AUTHOR = "Altincay, H. and Demirekler, M.", TITLE = "Why does output normalization create problems in multiple classifier systems?", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 775-778", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133829"} @article{bb137827, AUTHOR = "Sasikala, K.R. and Petrou, M.", TITLE = "Properties of the generalised fuzzy aggregation operators", JOURNAL = PRL, VOLUME = "22", YEAR = "2001", NUMBER = "1", MONTH = "January", PAGES = "15-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133830"} @inproceedings{bb137828, AUTHOR = "Petrou, M. and Sasikala, K.R.", TITLE = "On the Relationship between Neural Networks and Fuzzy Reasoning", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "IV: 239-243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133831"} @article{bb137829, AUTHOR = "Parikh, C.R. and Pont, M.J. and Jones, N.B.", TITLE = "Application of Dempster-Shafer Theory in Condition Monitoring Applications: A Case Study", JOURNAL = PRL, VOLUME = "22", YEAR = "2001", NUMBER = "6-7", MONTH = "May", PAGES = "777-785", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133832"} @article{bb137830, AUTHOR = "Luo, Y. and Chambers, J.A. and Lambotharan, S.", TITLE = "Global convergence and mixing parameter selection in the cross-correlation constant modulus algorithm for the multi-user environment", JOURNAL = VISP, VOLUME = "148", YEAR = "2001", NUMBER = "1", MONTH = "February", PAGES = "9-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133833"} @article{bb137831, AUTHOR = "Valev, V. and Asaithambi, A.", TITLE = "Multidimensional pattern recognition problems and combining classifiers", JOURNAL = PRL, VOLUME = "22", YEAR = "2001", NUMBER = "12", MONTH = "October", PAGES = "1291-1297", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133834"} @article{bb137832, AUTHOR = "Valev, V.", TITLE = "Supervised pattern recognition by parallel feature partitioning", JOURNAL = PR, VOLUME = "37", YEAR = "2004", NUMBER = "3", MONTH = "March", PAGES = "463-467", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133835"} @inproceedings{bb137833, AUTHOR = "Valev, V. and Yanev, N.", TITLE = "Classification using graph partitioning", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1261-1264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133836"} @article{bb137834, AUTHOR = "Valev, V.", TITLE = "From binary features to Non-Reducible Descriptors in supervised pattern recognition problems", JOURNAL = PRL, VOLUME = "45", YEAR = "2014", NUMBER = "1", PAGES = "106-114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133837"} @article{bb137835, AUTHOR = "Kupinski, M.A. and Anastasio, M.A.", TITLE = "Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves", JOURNAL = MedImg, VOLUME = "18", YEAR = "1999", NUMBER = "8", MONTH = "August", PAGES = "675-685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133838"} @article{bb137836, AUTHOR = "Bovino, L. and Dimauro, G. and Impedovo, S. and Lucchese, M.G. and Modugno, R. and Pirlo, G. and Salzo, A. and Sarcinella, L.", TITLE = "On the combination of abstract-level classifiers", JOURNAL = IJDAR, VOLUME = "6", YEAR = "2003", NUMBER = "1", PAGES = "42-54", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133839"} @inproceedings{bb137837, AUTHOR = "Bovino, L. and Dimauro, G. and Impedovo, S. and Pirlo, G. and Salzo, A.", TITLE = "Increasing the Number of Classifiers in Multi-classifier Systems: A Complementarity-Based Analysis", BOOKTITLE = DAS02, YEAR = "2002", PAGES = "145 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133840"} @inproceedings{bb137838, AUTHOR = "Dimauro, G. and Impedovo, S. and Lucchese, M.G. and Pirlo, G. and Salzo, A.", TITLE = "Discovering Rules for Dynamic Configuration of Multi-classifier Systems", BOOKTITLE = DAS02, YEAR = "2002", PAGES = "157 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133841"} @inproceedings{bb137839, AUTHOR = "di Lecce, V. and Dimauro, G. and Guerriero, A. and Impedovo, S. and Pirlo, G. and Salzo, A.", TITLE = "Knowledge-based methods for classifier combination: An experimental investigation", BOOKTITLE = CIAP99, YEAR = "1999", PAGES = "562-565", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133842"} @inproceedings{bb137840, AUTHOR = "Impedovo, D. and Pirlo, G.", TITLE = "Generating Sets of Classifiers for the Evaluation of Multi-expert Systems", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2166-2169", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133843"} @article{bb137841, AUTHOR = "Pirlo, G. and Impedovo, D.", TITLE = "Adaptive Score Normalization for Output Integration in Multiclassifier Systems", JOURNAL = SPLetters, VOLUME = "19", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "837-840", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133844"} @inproceedings{bb137842, AUTHOR = "Pirlo, G. and Impedovo, D. and Trullo, C.A. and Stasolla, E.", TITLE = "Combination of Measurement-Level Classifiers: Output Normalization by Dynamic Time Warping", BOOKTITLE = ICDAR09, YEAR = "2009", PAGES = "416-420", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133845"} @inproceedings{bb137843, AUTHOR = "Pirlo, G. and Trullo, C.A. and Impedovo, D.", TITLE = "A Feedback-Based Multi-Classifier System", BOOKTITLE = ICDAR09, YEAR = "2009", PAGES = "713-717", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133846"} @inproceedings{bb137844, AUTHOR = "Impedovo, D. and Pirlo, G. and Sarcinella, L. and Stasolla, E.", TITLE = "Artificial Classifier Generation for Multi-expert System Evaluation", BOOKTITLE = FHR10, YEAR = "2010", PAGES = "421-426", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133847"} @article{bb137845, AUTHOR = "Bachmann, C.M. and Bettenhausen, M.H. and Fusina, R.A. and Donato, T.F. and Russ, A.L. and Burke, J.W. and Lamela, G.M. and Rhea, W.J. and Truitt, B.R. and Porter, J.H.", TITLE = "A credit assignment approach to fusing classifiers of multiseason hyperspectral imagery", JOURNAL = GeoRS, VOLUME = "41", YEAR = "2003", NUMBER = "11", MONTH = "November", PAGES = "2488-2499", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133848"} @article{bb137846, AUTHOR = "Rohlfing, T. and Russakoff, D.B. and Maurer, C.R.", TITLE = "Performance-Based Classifier Combination in Atlas-Based Image Segmentation Using Expectation-Maximization Parameter Estimation", JOURNAL = MedImg, VOLUME = "23", YEAR = "2004", NUMBER = "8", MONTH = "August", PAGES = "983-994", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133849"} @article{bb137847, AUTHOR = "Rohlfing, T. and Maurer, C.R.", TITLE = "Multi-classifier framework for atlas-based image segmentation", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "13", MONTH = "October", PAGES = "2070-2079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133850"} @inproceedings{bb137848, AUTHOR = "Maurer, C.R. and Rohlfing, T.", TITLE = "Multi-classifier framework for atlas-based image segmentation", BOOKTITLE = CVPR04, YEAR = "2004", PAGES = "I: 255-260", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133850"} @article{bb137849, AUTHOR = "Melnik, O. and Vardi, Y. and Zhang, C.H.", TITLE = "Mixed Group Ranks: Preference and Confidence in Classifier Combination", JOURNAL = PAMI, VOLUME = "26", YEAR = "2004", NUMBER = "8", MONTH = "August", PAGES = "973-981", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133851"} @article{bb137850, AUTHOR = "Singh, S. and Singh, M.", TITLE = "A dynamic classifier selection and combination approach to image region labelling", JOURNAL = SP:IC, VOLUME = "20", YEAR = "2005", NUMBER = "3", MONTH = "March", PAGES = "219-231", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133852"} @article{bb137851, AUTHOR = "Zhu, H. and Tang, X.L.", TITLE = "Classifier geometrical characteristic comparison and its application in classifier selection", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "6", MONTH = "May", PAGES = "829-842", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133853"} @article{bb137852, AUTHOR = "Neumann, J. and Schnorr, C. and Steidl, G.", TITLE = "Efficient wavelet adaptation for hybrid wavelet-large margin classifiers", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "11", MONTH = "November", PAGES = "1815-1830", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133854"} @inproceedings{bb137853, AUTHOR = "Neumann, J. and Schnorr, C. and Steidl, G.", TITLE = "Feasible Adaptation Criteria for Hybrid Wavelet: Large Margin Classifiers", BOOKTITLE = CAIP03, YEAR = "2003", PAGES = "588-595", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133855"} @article{bb137854, AUTHOR = "Zouari, H. and Heutte, L. and Lecourtier, Y.", TITLE = "Controlling the diversity in classifier ensembles through a measure of agreement", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "11", MONTH = "November", PAGES = "2195-2199", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133856"} @inproceedings{bb137855, AUTHOR = "Zouari, H. and Heutte, L. and Lecourtier, Y.", TITLE = "Experimental Comparison of Combination Rules using Simulated Data", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "III: 152-155", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133857"} @inproceedings{bb137856, AUTHOR = "Zouari, H. and Heutte, L. and Lecourtier, Y. and Alimi, A.", TITLE = "A new classifier simulator for evaluating parallel combination methods", BOOKTITLE = ICDAR03, YEAR = "2003", PAGES = "26-30", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133858"} @article{bb137857, AUTHOR = "Topchy, A.P. and Jain, A.K. and Punch, W.F.", TITLE = "Clustering Ensembles: Models of Consensus and Weak Partitions", JOURNAL = PAMI, VOLUME = "27", YEAR = "2005", NUMBER = "12", MONTH = "December", PAGES = "1866-1881", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133859"} @inproceedings{bb137858, AUTHOR = "Topchy, A.P. and Minaei Bidgoli, B. and Jain, A.K. and Punch, W.F.", TITLE = "Adaptive clustering ensembles", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "I: 272-275", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133860"} @inproceedings{bb137859, AUTHOR = "Parvin, H. and Parvin, S. and Rezaei, Z. and Mohamadi, M.", TITLE = "A Heuristically Perturbation of Dataset to Achieve a Diverse Ensemble of Classifiers", BOOKTITLE = MCPR12, YEAR = "2012", PAGES = "197-206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133861"} @inproceedings{bb137860, AUTHOR = "Parvin, H. and Parvin, S.", TITLE = "Unsupervised Linkage Learner Based on Local Optimums", BOOKTITLE = MCPR12, YEAR = "2012", PAGES = "255-264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133862"} @inproceedings{bb137861, AUTHOR = "Alizadeh, H. and Minaei Bidgoli, B. and Parvin, H.", TITLE = "A New Asymmetric Criterion for Cluster Validation", BOOKTITLE = CIARP11, YEAR = "2011", PAGES = "320-330", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133863"} @article{bb137862, AUTHOR = "Aksela, M. and Laaksonen, J.T.", TITLE = "Using diversity of errors for selecting members of a committee classifier", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "4", MONTH = "April", PAGES = "608-623", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133864"} @inproceedings{bb137863, AUTHOR = "Aksela, M. and Girdziusas, R. and Laaksonen, J.T. and Oja, E. and Kangas, J.", TITLE = "Class-confidence critic combining", BOOKTITLE = FHR02, YEAR = "2002", PAGES = "201-206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133865"} @article{bb137864, AUTHOR = "Garcia Pedrajas, N. and Ortiz Boyer, D.", TITLE = "Improving Multiclass Pattern Recognition by the Combination of Two Strategies", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "6", MONTH = "June", PAGES = "1001-1006", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133866"} @article{bb137865, AUTHOR = "Garcia Pedrajas, N. and Ortiz Boyer, D.", TITLE = "A cooperative constructive method for neural networks for pattern recognition", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "1", MONTH = "January", PAGES = "80-98", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133867"} @article{bb137866, AUTHOR = "Garcia Pedrajas, N.", TITLE = "Supervised projection approach for boosting classifiers", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1742-1760", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133868"} @article{bb137867, AUTHOR = "de Haro Garcia, A. and Cerruela Garcia, G. and Garcia Pedrajas, N.", TITLE = "Instance selection based on boosting for instance-based learners", JOURNAL = PR, VOLUME = "96", YEAR = "2019", PAGES = "106959", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133869"} @article{bb137868, AUTHOR = "Dara, R.A. and Kamel, M.S. and Wanas, N.M.", TITLE = "Data dependency in multiple classifier systems", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "7", MONTH = "July", PAGES = "1260-1273", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133870"} @article{bb137869, AUTHOR = "Chen, L. and Kamel, M.S.", TITLE = "A generalized adaptive ensemble generation and aggregation approach for multiple classifier systems", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "629-644", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133871"} @article{bb137870, AUTHOR = "Hu, T.M. and Yu, Y. and Xiong, J.Z. and Sung, S.Y.", TITLE = "Maximum likelihood combination of multiple clusterings", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "13", MONTH = "October", PAGES = "1457-1464", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133872"} @article{bb137871, AUTHOR = "Rooney, N. and Patterson, D.", TITLE = "A weighted combination of stacking and dynamic integration", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "4", MONTH = "April", PAGES = "1385-1388", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133873"} @article{bb137872, AUTHOR = "Rooney, N. and Patterson, D. and Nugent, C.", TITLE = "Non-strict heterogeneous Stacking", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "9", MONTH = "July", PAGES = "1050-1061", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133874"} @article{bb137873, AUTHOR = "Hu, Q.H. and Yu, D.R. and Xie, Z.X. and Li, X.D.", TITLE = "EROS: Ensemble rough subspaces", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "12", MONTH = "December", PAGES = "3728-3739", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133875"} @article{bb137874, AUTHOR = "Jarillo, G. and Pedrycz, W. and Reformat, M.", TITLE = "Aggregation of classifiers based on image transformations in biometric face recognition", JOURNAL = MVA, VOLUME = "19", YEAR = "2008", NUMBER = "2", MONTH = "March", PAGES = "125-140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133876"} @article{bb137875, AUTHOR = "Kim, Y.W. and Oh, I.S.", TITLE = "Classifier ensemble selection using hybrid genetic algorithms", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "6", MONTH = "April", PAGES = "796-802", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133877"} @article{bb137876, AUTHOR = "Asdornwised, W. and Jitapunkul, S.", TITLE = "Multiple Description Pattern Analysis: Robustness to Misclassification Using Local Discriminant Frame Expansions", JOURNAL = IEICE, VOLUME = "E88-D", YEAR = "2005", NUMBER = "10", MONTH = "October", PAGES = "2296-2307", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133878"} @article{bb137877, AUTHOR = "Carneiro, G. and Vasconcelos, N.M.", TITLE = "Minimum Bayes error features for visual recognition", JOURNAL = IVC, VOLUME = "27", YEAR = "2009", NUMBER = "1-2", MONTH = "January", PAGES = "131-140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133879"} @inproceedings{bb137878, AUTHOR = "Carneiro, G. and Vasconcelos, N.M.", TITLE = "Minimum Bayes Error Features for Visual Recognition by Sequential Feature Selection and Extraction", BOOKTITLE = CRV05, YEAR = "2005", PAGES = "253-260", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133880"} @article{bb137879, AUTHOR = "Martinez Munoz, G. and Hernandez Lobato, D. and Suarez, A.", TITLE = "An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "2", MONTH = "February", PAGES = "245-259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133881"} @article{bb137880, AUTHOR = "Hernandez Lobato, D. and Martinez Munoz, G. and Suarez, A.", TITLE = "Statistical Instance-Based Pruning in Ensembles of Independent Classifiers", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "2", MONTH = "February", PAGES = "364-369", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133882"} @article{bb137881, AUTHOR = "Bacauskiene, M. and Verikas, A. and Gelzinis, A. and Valincius, D.", TITLE = "A feature selection technique for generation of classification committees and its application to categorization of laryngeal images", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "645-654", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133883"} @article{bb137882, AUTHOR = "Chaudhuri, P. and Ghosh, A.K. and Oja, H.", TITLE = "Classification Based on Hybridization of Parametric and Nonparametric Classifiers", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "7", MONTH = "July", PAGES = "1153-1164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133884"} @article{bb137883, AUTHOR = "Correa Morris, J. and Espinosa Isidron, D.L. and Alvarez Nadiozhin, D.R.", TITLE = "An incremental nested partition method for data clustering", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "7", MONTH = "July", PAGES = "2439-2455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133885"} @inproceedings{bb137884, AUTHOR = "Correa Morris, J. and Ruiz Shulcloper, J. and Espinosa Isidron, D.L. and Pons Porrata, A.", TITLE = "Incremental nested partition method", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133886"} @article{bb137885, AUTHOR = "Vega Pons, S. and Correa Morris, J. and Ruiz Shulcloper, J.", TITLE = "Weighted partition consensus via kernels", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "2712-2724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133887"} @inproceedings{bb137886, AUTHOR = "Vega Pons, S. and Correa Morris, J. and Ruiz Shulcloper, J.", TITLE = "Weighted Cluster Ensemble Using a Kernel Consensus Function", BOOKTITLE = CIARP08, YEAR = "2008", PAGES = "195-202", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133888"} @article{bb137887, AUTHOR = "Correa Morris, J.", TITLE = "An indication of unification for different clustering approaches", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "9", MONTH = "September", PAGES = "2548-2561", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133889"} @inproceedings{bb137888, AUTHOR = "Correa Morris, J. and Hernandez, N.", TITLE = "On the Comparison of Structured Data", BOOKTITLE = CIARP12, YEAR = "2012", PAGES = "479-486", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133890"} @article{bb137889, AUTHOR = "Khreich, W. and Granger, E. and Miri, A. and Sabourin, R.", TITLE = "Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "2732-2752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133891"} @inproceedings{bb137890, AUTHOR = "Khreich, W. and Granger, E. and Miri, A. and Sabourin, R.", TITLE = "Boolean Combination of Classifiers in the ROC Space", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "4299-4303", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133892"} @article{bb137891, AUTHOR = "Khreich, W. and Granger, E. and Miri, A. and Sabourin, R.", TITLE = "On the memory complexity of the forward-backward algorithm", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "2", MONTH = "January", PAGES = "91-99", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133893"} @article{bb137892, AUTHOR = "Connolly, J.F. and Granger, E. and Sabourin, R.", TITLE = "Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "2460-2477", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133894"} @inproceedings{bb137893, AUTHOR = "Connolly, J.F. and Granger, E. and Sabourin, R.", TITLE = "On the correlation between genotype and classifier diversity", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1068-1071", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133895"} @article{bb137894, AUTHOR = "Meynet, J. and Thiran, J.P.", TITLE = "Information theoretic combination of pattern classifiers", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3412-3421", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133896"} @article{bb137895, AUTHOR = "Zhang, L. and Zhou, W.D.", TITLE = "Sparse ensembles using weighted combination methods based on linear programming", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "1", MONTH = "January", PAGES = "97-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133897"} @article{bb137896, AUTHOR = "Montalvao, J. and Canuto, J.", TITLE = "Clustering ensembles and space discretization: A new regard toward diversity and consensus", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "15", MONTH = "November", PAGES = "2415-2424", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133898"} @article{bb137897, AUTHOR = "Moshtaghi, M. and Rajasegarar, S. and Leckie, C. and Karunasekera, S.", TITLE = "An efficient hyperellipsoidal clustering algorithm for resource-constrained environments", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "9", MONTH = "September", PAGES = "2197-2209", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133899"} @article{bb137898, AUTHOR = "Rajasegarar, S. and Gluhak, A. and Imran, M.A. and Nati, M. and Moshtaghi, M. and Leckie, C. and Palaniswami, M.", TITLE = "Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "9", PAGES = "2867-2879", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133900"} @book{bb137899, AUTHOR = "Rokach, L.", TITLE = "Pattern Classification Using Ensemble Methods", PUBLISHER = "World Scientific", YEAR = "2009", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT133901"}