@article{bb96000,
        AUTHOR = "Steinberg, D.M. and Pizarro, O. and Williams, S.B.",
        TITLE = "Hierarchical Bayesian models for unsupervised scene understanding",
        JOURNAL = CVIU,
        VOLUME = "131",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92579"}

@article{bb96001,
        AUTHOR = "de Blasi, P. and Favaro, S. and Lijoi, A. and Mena, R.H. and Prunster, I. and Ruggiero, M.",
        TITLE = "Are Gibbs-Type Priors the Most Natural Generalization of the
Dirichlet Process?",
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@article{bb96002,
        AUTHOR = "Dai, A.M. and Storkey, A.J.",
        TITLE = "The Supervised Hierarchical Dirichlet Process",
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        VOLUME = "37",
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@article{bb96003,
        AUTHOR = "Paisley, J. and Wang, C. and Blei, D.M. and Jordan, M.I.",
        TITLE = "Nested Hierarchical Dirichlet Processes",
        JOURNAL = PAMI,
        VOLUME = "37",
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        NUMBER = "2",
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        PAGES = "256-270",
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@article{bb96004,
        AUTHOR = "Broderick, T. and Mackey, L. and Paisley, J. and Jordan, M.I.",
        TITLE = "Combinatorial Clustering and the Beta Negative Binomial Process",
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@article{bb96005,
        AUTHOR = "Jampani, V. and Nowozin, S. and Loper, M. and Gehler, P.V.",
        TITLE = "The informed sampler: A discriminative approach to Bayesian inference
in generative computer vision models",
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@article{bb96006,
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        TITLE = "Submodular Relaxation for Inference in Markov Random Fields",
        JOURNAL = PAMI,
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@inproceedings{bb96007,
        AUTHOR = "Osokin, A. and Vetrov, D.",
        TITLE = "Submodular Relaxation for MRFs with High-Order Potentials",
        BOOKTITLE = Global12,
        YEAR = "2012",
        PAGES = "III: 305-314",
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@inproceedings{bb96008,
        AUTHOR = "Osokin, A. and Vetrov, D. and Kolmogorov, V.",
        TITLE = "Submodular decomposition framework for inference in associative Markov
networks with global constraints",
        BOOKTITLE = CVPR11,
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@article{bb96009,
        AUTHOR = "Bratieres, S. and Quadrianto, N. and Ghahramani, Z.",
        TITLE = "GPstruct: Bayesian Structured Prediction Using Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "37",
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        NUMBER = "7",
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@article{bb96010,
        AUTHOR = "Huemmer, C. and Maas, R. and Kellermann, W.",
        TITLE = "The NLMS Algorithm with Time-Variant Optimum Stepsize Derived from a
Bayesian Network Perspective",
        JOURNAL = SPLetters,
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "1874-1878",
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@article{bb96011,
        AUTHOR = "Nurminen, H. and Ardeshiri, T. and Piche, R. and Gustafsson, F.",
        TITLE = "Robust Inference for State-Space Models with Skewed Measurement Noise",
        JOURNAL = SPLetters,
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        NUMBER = "11",
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        PAGES = "1898-1902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92590"}

@article{bb96012,
        AUTHOR = "Coluccia, A.",
        TITLE = "Regularized Covariance Matrix Estimation via Empirical Bayes",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
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        PAGES = "2127-2131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92591"}

@article{bb96013,
        AUTHOR = "Bordin, C.J. and Bruno, M.G.S.",
        TITLE = "Sequential Bayesian Algorithms for Identification and Blind
Equalization of Unit-Norm Channels",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2157-2161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92592"}

@article{bb96014,
        AUTHOR = "Zou, Y. and Pensar, J. and Roos, T.",
        TITLE = "Representing local structure in Bayesian networks by Boolean
functions",
        JOURNAL = PRL,
        VOLUME = "95",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "73-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92593"}

@article{bb96015,
        AUTHOR = "Ko, S. and Lim, H.K. and Kim, D.W.",
        TITLE = "Reverse engineering for causal discovery based on monotonic
characteristic of causal structure",
        JOURNAL = PRL,
        VOLUME = "95",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "91-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92594"}

@article{bb96016,
        AUTHOR = "He, C. and Zhang, Z. and Xiong, D. and Du, J. and Liao, M.S.",
        TITLE = "Spatio-Temporal Series Remote Sensing Image Prediction Based on
Multi-Dictionary Bayesian Fusion",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92595"}

@article{bb96017,
        AUTHOR = "Li, B.C. and Yang, Y.L.",
        TITLE = "Complexity of concept classes induced by discrete Markov networks and
Bayesian networks",
        JOURNAL = PR,
        VOLUME = "82",
        YEAR = "2018",
        PAGES = "31-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92596"}

@article{bb96018,
        AUTHOR = "Qian, S. and Zhang, T. and Xu, C.",
        TITLE = "Cross-Domain Collaborative Learning via Discriminative Nonparametric
Bayesian Model",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2086-2099",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92597"}

@article{bb96019,
        AUTHOR = "Tabar, V.R. and Eskandari, F. and Salimi, S. and Zareifard, H.",
        TITLE = "Finding a set of candidate parents using dependency criterion for the
K2 algorithm",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "23-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92598"}

@article{bb96020,
        AUTHOR = "Cozman, F.G. and Maua, D.D.",
        TITLE = "The complexity of Bayesian networks specified by propositional and
relational languages",
        JOURNAL = AI,
        VOLUME = "262",
        YEAR = "2018",
        PAGES = "96-141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92599"}

@article{bb96021,
        AUTHOR = "Dridi, N. and Hadzagic, M.",
        TITLE = "Akaike and Bayesian Information Criteria for Hidden Markov Models",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "2",
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        PAGES = "302-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92600"}

@article{bb96022,
        AUTHOR = "Garcia Fernandez, A.F. and Tronarp, F. and Sarkka, S.",
        TITLE = "Gaussian Process Classification Using Posterior Linearization",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "735-739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92601"}

@article{bb96023,
        AUTHOR = "Wang, S.F. and Hao, L.F. and Ji, Q.A.",
        TITLE = "Knowledge-Augmented Multimodal Deep Regression Bayesian Networks for
Emotion Video Tagging",
        JOURNAL = MultMed,
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        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1084-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92602"}

@inproceedings{bb96024,
        AUTHOR = "Gan, Q. and Wang, S.F. and Hao, L.F. and Ji, Q.A.",
        TITLE = "A Multimodal Deep Regression Bayesian Network for Affective Video
Content Analyses",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5123-5132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92603"}

@inproceedings{bb96025,
        AUTHOR = "Gao, T. and Ji, Q.A.",
        TITLE = "Hybrid Markov Blanket discovery",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92604"}

@article{bb96026,
        AUTHOR = "de Figueredo, C.G. and Bordin, C.J. and Bruno, M.G.S.",
        TITLE = "Cooperative Parameter Estimation on the Unit Sphere Using a Network
of Diffusion Particle Filters",
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        YEAR = "2020",
        PAGES = "715-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92605"}

@inproceedings{bb96027,
        AUTHOR = "He, C.C. and Gao, X.G. and Guo, Z.G.",
        TITLE = "Structure Learning of Bayesian Networks by Finding the Optimal
Ordering",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "177-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92606"}

@inproceedings{bb96028,
        AUTHOR = "Joy, T.T. and Rana, S. and Gupta, S. and Venkatesh, S.",
        TITLE = "Hyperparameter tuning for big data using Bayesian optimisation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2574-2579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92607"}

@inproceedings{bb96029,
        AUTHOR = "Oujaoura, M. and El Ayachi, R. and Minaoui, B. and Fakir, M. and Bencharef, O.",
        TITLE = "Grouping K-Means Adjacent Regions for Semantic Image Annotation Using
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        BOOKTITLE = CGiV16,
        YEAR = "2016",
        PAGES = "243-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92608"}

@inproceedings{bb96030,
        AUTHOR = "Ku, L.Y. and Sen, S. and Learned Miller, E.G. and Grupen, R.A.",
        TITLE = "The Aspect Transition Graph: An Affordance-Based Model",
        BOOKTITLE = Affordance14,
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        PAGES = "459-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92609"}

@inproceedings{bb96031,
        AUTHOR = "Osogami, T. and Katsuki, T.",
        TITLE = "A Hierarchical Bayesian Choice Model with Visibility",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3618-3623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92610"}

@inproceedings{bb96032,
        AUTHOR = "Xu, Z. and Srihari, S.N.",
        TITLE = "Bayesian Network Structure Learning Using Causality",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3546-3551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92611"}

@inproceedings{bb96033,
        AUTHOR = "Ruiz, E. and Sucar, L.E.",
        TITLE = "Recognizing Visual Categories with Symbol-Relational Grammars and
Bayesian Networks",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "540-547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92612"}

@inproceedings{bb96034,
        AUTHOR = "Ruiz, E. and Sucar, L.E.",
        TITLE = "An Object Recognition Model Based on Visual Grammars and Bayesian
Networks",
        BOOKTITLE = PSIVT13,
        YEAR = "2013",
        PAGES = "349-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92613"}

@inproceedings{bb96035,
        AUTHOR = "Proenca, P.F. and Gaspar, F. and Dias, M.S.",
        TITLE = "Good Appearance and Shape Descriptors for Object Category Recognition",
        BOOKTITLE = ISVC13,
        YEAR = "2013",
        PAGES = "I:385-394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92614"}

@inproceedings{bb96036,
        AUTHOR = "Le Capitaine, H.",
        TITLE = "Set-valued Bayesian inference with probabilistic equivalence",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2132-2135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92615"}

@inproceedings{bb96037,
        AUTHOR = "Karayev, S. and Fritz, M. and Fidler, S. and Darrell, T.J.",
        TITLE = "A probabilistic model for recursive factorized image features",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92616"}

@inproceedings{bb96038,
        AUTHOR = "Chan, A.B. and Dong, D.X.",
        TITLE = "Generalized Gaussian process models",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92617"}

@inproceedings{bb96039,
        AUTHOR = "Filipovych, R. and Ribeiro, E.",
        TITLE = "Discovering Constrained Substructures in Bayesian Trees Using the E.M.
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        BOOKTITLE = ICIAR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92618"}

@inproceedings{bb96040,
        AUTHOR = "Ferreira, J.F. and Pinho, C. and Dias, J.",
        TITLE = "Active Exploration Using Bayesian Models for Multimodal Perception",
        BOOKTITLE = ICIAR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92619"}

@inproceedings{bb96041,
        AUTHOR = "Tsutsui, S.",
        TITLE = "Cunning Ant System for Quadratic Assignment Problem with Local Search
and Parallelization",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "269-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92620"}

@inproceedings{bb96042,
        AUTHOR = "Gao, R.X. and Wu, T.F. and Zhu, S.C. and Sang, N.",
        TITLE = "Bayesian Inference for Layer Representation with Mixed Markov Random
Field",
        BOOKTITLE = EMMCVPR07,
        YEAR = "2007",
        PAGES = "213-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92621"}

@inproceedings{bb96043,
        AUTHOR = "Cruz Ramirez, N. and Acosta Mesa, H.G. and Barrientos Martinez, R.E. and Nava Fernandez, L.A.",
        TITLE = "Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using
Bayesian Networks",
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        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92622"}

@inproceedings{bb96044,
        AUTHOR = "Hwang, K.S. and Cho, S.B.",
        TITLE = "Interactive Learning of Scene Context Extractor Using Combination of
Bayesian Network and Logic Network",
        BOOKTITLE = ACIVS06,
        YEAR = "2006",
        PAGES = "1143-1150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92623"}

@inproceedings{bb96045,
        AUTHOR = "Im, S.B. and Cho, S.B.",
        TITLE = "Context-Based Scene Recognition Using Bayesian Networks with
Scale-Invariant Feature Transform",
        BOOKTITLE = ACIVS06,
        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92624"}

@inproceedings{bb96046,
        AUTHOR = "Matos, L.N. and de Carvalho, J.M.",
        TITLE = "Combining global and local classifiers with Bayesian network",
        BOOKTITLE = ICPR06,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92625"}

@inproceedings{bb96047,
        AUTHOR = "de Carvalho, J.M. and Matos, L.N.",
        TITLE = "Combining global and local classifiers with Bayesian network",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92625"}

@inproceedings{bb96048,
        AUTHOR = "Palenichka, R.M. and Zaremba, M.B.",
        TITLE = "Perceptual Knowledge Extraction Using Bayesian Networks of Salient
Image Objects",
        BOOKTITLE = ICPR06,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92626"}

@inproceedings{bb96049,
        AUTHOR = "Zaremba, M.B. and Palenichka, R.M.",
        TITLE = "Perceptual Knowledge Extraction Using Bayesian Networks of Salient
Image Objects",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
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@inproceedings{bb96050,
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        TITLE = "Affine Invariant, Model-Based Object Recognition Using Robust Metrics
and Bayesian Statistics",
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@inproceedings{bb96051,
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        TITLE = "Bayesian Tangent Shape Model:
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        BOOKTITLE = CVPR03,
        YEAR = "2003",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT92628"}

@inproceedings{bb96052,
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        TITLE = "A Bayesian approach to image-based visual hull reconstruction",
        BOOKTITLE = CVPR03,
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@inproceedings{bb96053,
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@inproceedings{bb96055,
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@inproceedings{bb96059,
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@inproceedings{bb96060,
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@inproceedings{bb96062,
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@inproceedings{bb96063,
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@inproceedings{bb96065,
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@inproceedings{bb96066,
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@inproceedings{bb96067,
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@article{bb96068,
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@inproceedings{bb96069,
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@inproceedings{bb96070,
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@inproceedings{bb96071,
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@article{bb96073,
        AUTHOR = "Sanfeliu, A. and Fu, K.S. and Prewitt, J.M.S.",
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@article{bb96074,
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        TITLE = "A Graph Distance Measure for Image Analysis",
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@inproceedings{bb96075,
        AUTHOR = "Eshera, M.A. and Fu, K.S.",
        TITLE = "A Similarity Measure Between Attributed Relational Graphs for
Image Analysis",
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@article{bb96076,
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@article{bb96077,
        AUTHOR = "Oommen, B.J.",
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@article{bb96078,
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@article{bb96079,
        AUTHOR = "Vidal, E. and Marzal, A. and Aibar, P.",
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@inproceedings{bb96080,
        AUTHOR = "Marzal, A. and Barrachina, S.",
        TITLE = "Speeding up the Computation of the Edit Distance for Cyclic Strings",
        BOOKTITLE = ICPR00,
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@inproceedings{bb96081,
        AUTHOR = "Peris, G. and Marzal, A.",
        TITLE = "Fast cyclic edit distance computation with weighted edit costs in
classification",
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@article{bb96082,
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trees and related problems",
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@article{bb96083,
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        TITLE = "A Constrained Edit Distance between Unordered Labeled Trees",
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@article{bb96084,
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@article{bb96085,
        AUTHOR = "Llados, J. and Marti, E. and Villanueva, J.J.",
        TITLE = "Symbol Recognition by Error-Tolerant Subgraph Matching between
Region Adjacency Graphs",
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@article{bb96086,
        AUTHOR = "Cross, A.D.J. and Myers, R. and Hancock, E.R.",
        TITLE = "Convergence of a hill-climbing genetic algorithm for graph matching",
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@article{bb96087,
        AUTHOR = "Myers, R. and Hancock, E.R.",
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@inproceedings{bb96088,
        AUTHOR = "Myers, R. and Hancock, E.R.",
        TITLE = "Least Commitment Graph Matching by Evolutionary Optimisation",
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        YEAR = "2000",
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@article{bb96089,
        AUTHOR = "Myers, R. and Wilson, R.C. and Hancock, E.R.",
        TITLE = "Bayesian Graph Edit Distance",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match576.html#TT92665"}

@inproceedings{bb96090,
        AUTHOR = "Hancock, E.R. and Wilson, R.C. and Myers, R.",
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@inproceedings{bb96091,
        AUTHOR = "Wilson, R.C. and Hancock, E.R. and Myers, R.",
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        PAGES = "Vol II: 1711-1714",
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@article{bb96092,
        AUTHOR = "Robles Kelly, A. and Hancock, E.R.",
        TITLE = "Graph Edit Distance from Spectral Seriation",
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@inproceedings{bb96093,
        AUTHOR = "Yu, H. and Hancock, E.R.",
        TITLE = "String Kernels for Matching Seriated Graphs",
        BOOKTITLE = ICPR06,
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@inproceedings{bb96094,
        AUTHOR = "Yu, H. and Hancock, E.R.",
        TITLE = "Machine Learning with Seriated Graphs",
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        PAGES = "II:155",
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@inproceedings{bb96095,
        AUTHOR = "Yu, H. and Hancock, E.R.",
        TITLE = "Eigenspaces from Seriated Graphs",
        BOOKTITLE = CAIP05,
        YEAR = "2005",
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@article{bb96096,
        AUTHOR = "Torsello, A. and Hancock, E.R.",
        TITLE = "Computing approximate tree edit distance using relaxation labeling",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "8",
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        PAGES = "1089-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match576.html#TT92671"}

@inproceedings{bb96097,
        AUTHOR = "Torsello, A. and Hancock, E.R.",
        TITLE = "Efficiently Computing Weighted Tree Edit Distance Using Relaxation
Labeling",
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        YEAR = "2001",
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@inproceedings{bb96098,
        AUTHOR = "Torsello, A. and Hancock, E.R.",
        TITLE = "Matching and Embedding through Edit-Union of Trees",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "III: 822 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match576.html#TT92673"}

@inproceedings{bb96099,
        AUTHOR = "Xia, S.P. and Ren, P. and Hancock, E.R.",
        TITLE = "Ranking the local invariant features for the robust visual saliencies",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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