Title Artificial neural networks in pattern recognition : 4th IAPR TC3 Workshop, ANNPR 2010, Cairo, Egypt, April 11-13, 2010 : proceedings / Friedhelm Schwenker, Neamat El Gayar (eds.)

Published Berlin ; New York : Springer, ©2010

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Description 1 online resource (ix, 273 pages) : illustrations Series Lecture notes in computer science, 0302-9743 ; 5998 Lecture notes in artifical intelligence Lecture notes in computer science ; 5998. Lecture notes in computer science. Lecture notes in artificial intelligence Contents Supervised learning. Pattern classification using a penalized likelihood method / Ahmed Al-Ani and Amir F. Atiya -- Evaluation of feature selection by multiclass kernel discriminant analysis / Tsuneyoshi Ishii and Shigeo Abe -- Correlation-based and causal feature selection analysis for ensemble classifiers / Rakkrit Duangsoithong and Terry Windeatt -- A new Monte Carlo-based error rate estimator / Ahmed Hefny and Amir F. Atiya -- Recognition of sequences of graphical patterns / Edmondo Trentin, ShuJia Zhang, and Markus Hagenbuchner -- Maximum echo-state-likelihood networks for emotion recognition / Edmondo Trentin, Stefan Scherer, and Friedhelm Schwenker -- Robustness analysis of eleven linear classifiers in extremely high-dimensional feature spaces / Ludwig Lausser and Hans A. Kestler -- Unsupervised learning. Global coordination based on matrix neural gas for dynamic texture synthesis / Banchar Arnonkijpanich and Barbara Hammer -- SIC-means : a semi-fuzzy approach for clustering data streams using C-means / Amr Magdy and Mahmoud K. Bassiouny -- The mathematics of divergence based online learning in vector quantization / Thomas Villmann, Sven Haase, Frank-Michael Schleif, Barbara Hammer, and Michael Biehl -- Cluster analysis of cortical pyramidal neurons using SOM / Andreas Schierwagen, Thomas Villmann, Alan Alpár, and Ulrich Gärtner -- Parallelized kernel patch clustering / Stefan Faußer and Friedhelm Schwenker -- Visual pattern recognition. Neural network cascade for facial feature localization / Thibaud Senechal, Lionel Prevost, and Shehzad Muhammad Hanif -- A hidden Markov model based approach for facial expression recognition in image sequences / Miriam Schmidt, Martin Schels, and Friedhelm Schwenker -- Analysis, interpretation, and recognition of facial action units and expressions using neuro-fuzzy modeling / Mahmoud Khademi, Mohammad Hadi Kiapour, Mohammad T. Manzuri-Shalmani, and Ali A. Kiaei -- Content-based retrieval and classification of ultrasound medical images of ovarian cysts / Abu Sayeed Md. Sohail, Prabir Bhattacharya, Sudhir P. Mudur, Srinivasan Krishnamurthy, and Lucy Gilbert -- Applications. A novel word spotting algorithm using bidirectional long short-term memory neural networks / Volkmar Frinken, Andreas Fischer, and Horst Bunke -- Swarm based fuzzy discriminant analysis for multifunction prosthesis control / Rami N. Khushaba, Ahmed Al-Ani, and Adel Al-Jumaily -- Bayesian learning of generalized Gaussian mixture models on biomedical images / Tarek Elguebaly and Nizar Bouguila -- Defective areas identification in aircraft components by bivariate EMD analysis of ultrasound signals / Marco Leo, David Looney, Tiziana D'Orazio, and Danilo P. Mandic -- Different regions identification in composite strain-encoded (C-SENC) images using machine learning techniques / Abdallah G. Motaal, Neamat El-Gayar, and Nael F. Osman -- Exploiting neural networks to enhance trend forecasting for hotels reservations / Athanasius Zakhary, Neamat El Gayar, and Sanaa El-Ola. H. Ahmed -- VLSI architecture of the fuzzy fingerprint vault system / Sung Jin Lim, Seung-Hoon Chae, and Sung Bum Pan -- Invited talk. Clustering very large dissimilarity data sets / Barbara Hammer and Alexander Hasenfuss Bibliography Includes bibliographical references and index Notes Print version record In Springer e-books Subject Pattern recognition systems -- Congresses Neural networks (Computer science) -- Congresses Artificial intelligence -- Congresses Artificial intelligence. Neural networks (Computer science) Pattern recognition systems. Artificial Intelligence Neural Networks, Computer Pattern Recognition, Automated artificial intelligence. Informatique. Artificial intelligence Neural networks (Computer science) Pattern recognition systems Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Schwenker, Friedhelm. El Gayar, Neamat. ISBN 9783642121593 3642121594

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