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Titolo: |
Artificial Neural Networks in Pattern Recognition [[electronic resource] ] : 4th IAPR TC3 Workshop, ANNPR 2010, Cairo, Egypt, April 11-13, 2010, Proceedings / / edited by Friedhelm Schwenker, Neamat El Gayar
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Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
Edizione: | 1st ed. 2010. |
Descrizione fisica: | 1 online resource (XII, 280 p. 83 illus.) |
Disciplina: | 006.4 |
Soggetto topico: | Pattern recognition |
Artificial intelligence | |
Application software | |
Database management | |
Algorithms | |
Data mining | |
Pattern Recognition | |
Artificial Intelligence | |
Information Systems Applications (incl. Internet) | |
Database Management | |
Algorithm Analysis and Problem Complexity | |
Data Mining and Knowledge Discovery | |
Soggetto genere / forma: | Kairo (2010) |
Kongress. | |
Classificazione: | DAT 717f |
DAT 770f | |
SS 4800 | |
Persona (resp. second.): | SchwenkerFriedhelm |
El GayarNeamat | |
Note generali: | Bibliographic Level Mode of Issuance: Monograph |
Nota di bibliografia: | Includes bibliographical references and index. |
Nota di contenuto: | Supervised Learning -- Pattern Classification Using a Penalized Likelihood Method -- Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis -- Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers -- A New Monte Carlo-Based Error Rate Estimator -- Recognition of Sequences of Graphical Patterns -- Maximum Echo-State-Likelihood Networks for Emotion Recognition -- Robustness Analysis of Eleven Linear Classifiers in Extremely High–Dimensional Feature Spaces -- Unsupervised Learning -- Global Coordination Based on Matrix Neural Gas for Dynamic Texture Synthesis -- SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means -- The Mathematics of Divergence Based Online Learning in Vector Quantization -- Cluster Analysis of Cortical Pyramidal Neurons Using SOM -- Parallelized Kernel Patch Clustering -- Visual Pattern Recognition -- Neural Network Cascade for Facial Feature Localization -- A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences -- Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling -- Content-Based Retrieval and Classification of Ultrasound Medical Images of Ovarian Cysts -- Applications -- A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks -- Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control -- Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images -- Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals -- Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques -- Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations -- VLSI Architecture of the Fuzzy Fingerprint Vault System -- Invited Talk -- Clustering Very Large Dissimilarity Data Sets. |
Titolo autorizzato: | Artificial Neural Networks in Pattern Recognition ![]() |
ISBN: | 3-642-12159-4 |
Formato: | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 996465281803316 |
Lo trovi qui: | Univ. di Salerno |
Opac: | Controlla la disponibilitĂ qui |