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@article{bb159322,
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@article{bb159324,
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@article{bb159325,
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@article{bb159326,
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@article{bb159328,
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@article{bb159329,
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@article{bb159334,
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@article{bb159336,
        AUTHOR = "Sanz, P.J. and Marin, R. and Sanchez, J.S.",
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from a statistical to a Neural-network classifier",
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@article{bb159338,
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@inproceedings{bb159339,
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@article{bb159340,
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@article{bb159341,
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@inproceedings{bb159342,
        AUTHOR = "Qin, A.K. and Suganthan, P.N.",
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@article{bb159343,
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@article{bb159344,
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@article{bb159345,
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@inproceedings{bb159348,
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@inproceedings{bb159352,
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@inproceedings{bb159353,
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@inproceedings{bb159354,
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@article{bb159355,
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@article{bb159356,
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@article{bb159357,
        AUTHOR = "Ponalagusamy, R. and Senthilkumar, S.",
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@article{bb159358,
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@article{bb159359,
        AUTHOR = "Fontenla Romero, O. and Guijarro Berdinas, B. and Perez Sanchez, B. and Alonso Betanzos, A.",
        TITLE = "A new convex objective function for the supervised learning of
single-layer neural networks",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155230"}

@article{bb159360,
        AUTHOR = "Gross, B.A. and Hanna, D.M.",
        TITLE = "Artificial neural networks capable of learning spatiotemporal chemical
diffusion in the cortical brain",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3910-3921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155231"}

@article{bb159361,
        AUTHOR = "Yu, D. and Deng, L.",
        TITLE = "Efficient and effective algorithms for training single-hidden-layer
neural networks",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "554-558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155232"}

@article{bb159362,
        AUTHOR = "Martinez Rego, D. and Fontenla Romero, O. and Alonso Betanzos, A.",
        TITLE = "Nonlinear single layer neural network training algorithm for
incremental, nonstationary and distributed learning scenarios",
        JOURNAL = PR,
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        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4536-4546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155233"}

@article{bb159363,
        AUTHOR = "Martinez Rego, D. and Castillo, E. and Fontenla Romero, O. and Alonso Betanzos, A.",
        TITLE = "A Minimum Volume Covering Approach with a Set of Ellipsoids",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "2997-3009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155234"}

@inproceedings{bb159364,
        AUTHOR = "Benalcazar, M.E. and Brun, M. and Ballarin, V. and Passoni, I. and Meschino, G. and Pra, L.D.",
        TITLE = "Automatic Design of Binary W-operators Using Artificial Feed-forward
Neural Networks Based on the Weighted Mean Square Error Cost Function",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "495-502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155235"}

@article{bb159365,
        AUTHOR = "Chen, B. and Polatkan, G. and Sapiro, G. and Blei, D. and Dunson, D. and Carin, L.",
        TITLE = "Deep Learning with Hierarchical Convolutional Factor Analysis",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "1887-1901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155236"}

@article{bb159366,
        AUTHOR = "Goodfellow, I.J. and Courville, A. and Bengio, Y.",
        TITLE = "Scaling Up Spike-and-Slab Models for Unsupervised Feature Learning",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "1902-1914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155237"}

@article{bb159367,
        AUTHOR = "Courville, A. and Desjardins, G. and Bergstra, J. and Bengio, Y.",
        TITLE = "The Spike-and-Slab RBM and Extensions to Discrete and Sparse Data
Distributions",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1874-1887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155238"}

@article{bb159368,
        AUTHOR = "Li, D. and Wang, W. and Ismail, F.",
        TITLE = "Fuzzy Neural Network Technique for System State Forecasting",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "5",
        PAGES = "1484-1494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155239"}

@article{bb159369,
        AUTHOR = "Seyedhosseini, M. and Tasdizen, T.",
        TITLE = "Multi-Class Multi-Scale Series Contextual Model for Image
Segmentation",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "4486-4496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155240"}

@inproceedings{bb159370,
        AUTHOR = "Seyedhosseini, M. and Paiva, A.R.C. and Tasdizen, T.",
        TITLE = "Image Parsing with a Three-State Series Neural Network Classifier",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4508-4511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155241"}

@article{bb159371,
        AUTHOR = "Chen, C.H. and Kuo, C.M. and Yao, T.K. and Hsieh, S.H.",
        TITLE = "Anisotropic Probabilistic Neural Network for Image Interpolation",
        JOURNAL = JMIV,
        VOLUME = "48",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "488-498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155242"}

@article{bb159372,
        AUTHOR = "Zuo, Z. and Wang, G.",
        TITLE = "Learning Discriminative Hierarchical Features for Object Recognition",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "1159-1163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155243"}

@article{bb159373,
        AUTHOR = "Alvar, M. and Rodriguez Calvo, A. and Sanchez Miralles, A. and Arranz, A.",
        TITLE = "Mixture of Merged Gaussian Algorithm using RTDENN",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "1133-1144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155244"}

@article{bb159374,
        AUTHOR = "Charalampous, K. and Gasteratos, A.",
        TITLE = "A tensor-based deep learning framework",
        JOURNAL = IVC,
        VOLUME = "32",
        YEAR = "2014",
        NUMBER = "11",
        PAGES = "916-929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155245"}

@article{bb159375,
        AUTHOR = "Ramirez Quintana, J.A. and Chacon Murguia, M.I.",
        TITLE = "Self-adaptive SOM-CNN neural system for dynamic object detection in
normal and complex scenarios",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "1137-1149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155246"}

@article{bb159376,
        AUTHOR = "Luo, W. and Yang, J. and Xu, W. and Fu, T.",
        TITLE = "Locality-Constrained Sparse Auto-Encoder for Image Classification",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1070-1073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155247"}

@article{bb159377,
        AUTHOR = "Harikumar, R. and kumar, B.V.",
        TITLE = "Performance analysis of neural networks for classification of medical
images with wavelets as a feature extractor",
        JOURNAL = IJIST,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "33-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155248"}

@article{bb159378,
        AUTHOR = "Liu, J. and Liu, B.Y. and Lu, H.Q.",
        TITLE = "Detection guided deconvolutional network for hierarchical feature
learning",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "8",
        PAGES = "2645-2655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155249"}

@article{bb159379,
        AUTHOR = "Choi, J.S.",
        TITLE = "Discrimination algorithm using voiced detection method and time-delay
neural network system by 3 FFT sub-bands",
        JOURNAL = IJCVR,
        VOLUME = "5",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "99-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155250"}

@article{bb159380,
        AUTHOR = "Kong, S. and Jiang, Z. and Yang, Q.",
        TITLE = "Modeling Neuron Selectivity Over Simple Midlevel Features for Image
Classification",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2404-2414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155251"}

@article{bb159381,
        AUTHOR = "Zhu, S.H. and Shi, Z. and Sun, C.J. and Shen, S.H.",
        TITLE = "Deep neural network based image annotation",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "103-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155252"}

@inproceedings{bb159382,
        AUTHOR = "Sun, C.J. and Zhu, S.H. and Shi, Z.",
        TITLE = "Image annotation via deep neural network",
        BOOKTITLE = MVA15,
        YEAR = "2015",
        PAGES = "518-521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155253"}

@article{bb159383,
        AUTHOR = "Huang, Y. and Wang, W. and Wang, L.",
        TITLE = "Unconstrained Multimodal Multi-Label Learning",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1923-1935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155254"}

@inproceedings{bb159384,
        AUTHOR = "Huang, Y. and Wang, W. and Wang, L.",
        TITLE = "Conditional High-Order Boltzmann Machine:
A Supervised Learning Model for Relation Learning",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4265-4273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155255"}

@article{bb159385,
        AUTHOR = "Huang, Y. and Wang, W. and Wang, L.A. and Tan, T.N.",
        TITLE = "Conditional High-Order Boltzmann Machines for Supervised Relation
Learning",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4297-4310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155256"}

@inproceedings{bb159386,
        AUTHOR = "Huang, Y. and Wang, W. and Wang, L.A. and Tan, T.N.",
        TITLE = "Multi-Task Deep Neural Network for Multi-Label Learning",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2897-2900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155257"}

@article{bb159387,
        AUTHOR = "An, H. and Shim, H.M. and Na, S.I. and Lee, S.",
        TITLE = "Split and merge algorithm for deep learning and its application for
additional classes",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "137-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155258"}

@article{bb159388,
        AUTHOR = "Hile, R. and Cova, T.J.",
        TITLE = "Exploratory Testing of an Artificial Neural Network Classification
for Enhancement of the Social Vulnerability Index",
        JOURNAL = IJGI,
        VOLUME = "4",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "1774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155259"}

@article{bb159389,
        AUTHOR = "Sengoz, C. and Ramanna, S.",
        TITLE = "Learning relational facts from the web:
A tolerance rough set approach",
        JOURNAL = PRL,
        VOLUME = "67, Part 2",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "130-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155260"}

@article{bb159390,
        AUTHOR = "Yang, Y. and Zhang, W.S. and Xie, Y.",
        TITLE = "Image automatic annotation via multi-view deep representation",
        JOURNAL = JVCIR,
        VOLUME = "33",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "368-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155261"}

@article{bb159391,
        AUTHOR = "Burian, P. and Holota, R.",
        TITLE = "Fast image recognition based on n-tuple neural networks implemented in
an FPGA",
        JOURNAL = RealTimeIP,
        VOLUME = "11",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "155-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155262"}

@article{bb159392,
        AUTHOR = "Azizpour, H. and Razavian, A.S. and Sullivan, J. and Maki, A. and Carlsson, S.",
        TITLE = "Factors of Transferability for a Generic ConvNet Representation",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1790-1802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155263"}

@inproceedings{bb159393,
        AUTHOR = "Azizpour, H. and Razavian, A.S. and Sullivan, J. and Maki, A. and Carlsson, S.",
        TITLE = "From generic to specific deep representations for visual recognition",
        BOOKTITLE = DeepLearn15,
        YEAR = "2015",
        PAGES = "36-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155264"}

@inproceedings{bb159394,
        AUTHOR = "Razavian, A.S. and Azizpour, H. and Maki, A. and Sullivan, J. and Ek, C.H. and Carlsson, S.",
        TITLE = "Persistent Evidence of Local Image Properties in Generic ConvNets",
        BOOKTITLE = SCIA15,
        YEAR = "2015",
        PAGES = "249-262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155265"}

@article{bb159395,
        AUTHOR = "Dash, C.S.K. and Saran, A. and Sahoo, P. and Dehuri, S. and Cho, S.B.",
        TITLE = "Design of self-adaptive and equilibrium differential evolution
optimized radial basis function neural network classifier for imputed
database",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "76-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155266"}

@article{bb159396,
        AUTHOR = "Passalis, N. and Tefas, A.",
        TITLE = "Neural Bag-of-Features learning",
        JOURNAL = PR,
        VOLUME = "64",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "277-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155267"}

@article{bb159397,
        AUTHOR = "Passalis, N. and Tefas, A.",
        TITLE = "Learning bag-of-embedded-words representations for textual
information retrieval",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "254-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155268"}

@inproceedings{bb159398,
        AUTHOR = "Passalis, N. and Tefas, A.",
        TITLE = "Bag of Embedded Words learning for text retrieval",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2416-2421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155269"}

@article{bb159399,
        AUTHOR = "Passalis, N. and Tefas, A.",
        TITLE = "Learning Neural Bag-of-Features for Large-Scale Image Retrieval",
        JOURNAL = SMCS,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2641-2652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649.html#TT155270"}