Artificial Neural Networks in Pattern Recognition [[electronic resource] ] : Third IAPR TC3 Workshop, ANNPR 2008 Paris, France, July 2-4, 2008, Proceedings / / edited by Lionel Prevost, Simone Marinai, Friedhelm Schwenker |
Edizione | [1st ed. 2008.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 |
Descrizione fisica | 1 online resource (IX, 322 p.) |
Disciplina | 006.312 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Data mining
Computer engineering Pattern recognition Artificial intelligence Application software Biometrics (Biology) Data Mining and Knowledge Discovery Computer Engineering Pattern Recognition Artificial Intelligence Information Systems Applications (incl. Internet) Biometrics |
ISBN | 3-540-69939-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Unsupervised Learning -- Patch Relational Neural Gas – Clustering of Huge Dissimilarity Datasets -- The Block Generative Topographic Mapping -- Kernel k-Means Clustering Applied to Vector Space Embeddings of Graphs -- Probabilistic Models Based on the ?-Sigmoid Distribution -- How Robust Is a Probabilistic Neural VLSI System Against Environmental Noise -- Supervised Learning -- Sparse Least Squares Support Vector Machines by Forward Selection Based on Linear Discriminant Analysis -- Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network -- Discriminatory Data Mapping by Matrix-Based Supervised Learning Metrics -- Neural Approximation of Monte Carlo Policy Evaluation Deployed in Connect Four -- Cyclostationary Neural Networks for Air Pollutant Concentration Prediction -- Fuzzy Evolutionary Probabilistic Neural Networks -- Experiments with Supervised Fuzzy LVQ -- A Neural Network Approach to Similarity Learning -- Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes -- Multiple Classifiers -- Boosting Threshold Classifiers for High– Dimensional Data in Functional Genomics -- Decision Fusion on Boosting Ensembles -- The Mixture of Neural Networks as Ensemble Combiner -- Combining Methods for Dynamic Multiple Classifier Systems -- Researching on Multi-net Systems Based on Stacked Generalization -- Applications -- Real-Time Emotion Recognition from Speech Using Echo State Networks -- Sentence Understanding and Learning of New Words with Large-Scale Neural Networks -- Multi-class Vehicle Type Recognition System -- A Bio-inspired Neural Model for Colour Image Segmentation -- Mining Software Aging Patterns by Artificial Neural Networks -- Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy -- Feature Selection -- Feature Ranking Ensembles for Facial Action Unit Classification -- Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: An Overview Exploration -- Improving Features Subset Selection Using Genetic Algorithms for Iris Recognition -- Artificial Neural Network Based Automatic Face Model Generation System from Only One Fingerprint. |
Record Nr. | UNISA-996465737103316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Artificial neural networks in pattern recognition : third IAPR TC3 workshop, ANNPR 2008 Paris, France, July 2-4, 2008 : proceedings / / Lionel Prevost, Simone Marinai, Friedhelm Schwenker (eds.) |
Edizione | [1st ed. 2008.] |
Pubbl/distr/stampa | Berlin, : Springer, 2008 |
Descrizione fisica | 1 online resource (IX, 322 p.) |
Disciplina | 006.312 |
Altri autori (Persone) |
PrevostLionel
MarinaiSimone SchwenkerFriedhelm |
Collana |
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in artificial intelligence |
Soggetto topico |
Pattern recognition systems
Neural networks (Computer science) Artificial intelligence |
ISBN | 3-540-69939-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Unsupervised Learning -- Patch Relational Neural Gas – Clustering of Huge Dissimilarity Datasets -- The Block Generative Topographic Mapping -- Kernel k-Means Clustering Applied to Vector Space Embeddings of Graphs -- Probabilistic Models Based on the ?-Sigmoid Distribution -- How Robust Is a Probabilistic Neural VLSI System Against Environmental Noise -- Supervised Learning -- Sparse Least Squares Support Vector Machines by Forward Selection Based on Linear Discriminant Analysis -- Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network -- Discriminatory Data Mapping by Matrix-Based Supervised Learning Metrics -- Neural Approximation of Monte Carlo Policy Evaluation Deployed in Connect Four -- Cyclostationary Neural Networks for Air Pollutant Concentration Prediction -- Fuzzy Evolutionary Probabilistic Neural Networks -- Experiments with Supervised Fuzzy LVQ -- A Neural Network Approach to Similarity Learning -- Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes -- Multiple Classifiers -- Boosting Threshold Classifiers for High– Dimensional Data in Functional Genomics -- Decision Fusion on Boosting Ensembles -- The Mixture of Neural Networks as Ensemble Combiner -- Combining Methods for Dynamic Multiple Classifier Systems -- Researching on Multi-net Systems Based on Stacked Generalization -- Applications -- Real-Time Emotion Recognition from Speech Using Echo State Networks -- Sentence Understanding and Learning of New Words with Large-Scale Neural Networks -- Multi-class Vehicle Type Recognition System -- A Bio-inspired Neural Model for Colour Image Segmentation -- Mining Software Aging Patterns by Artificial Neural Networks -- Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy -- Feature Selection -- Feature Ranking Ensembles for Facial Action Unit Classification -- Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: An Overview Exploration -- Improving Features Subset Selection Using Genetic Algorithms for Iris Recognition -- Artificial Neural Network Based Automatic Face Model Generation System from Only One Fingerprint. |
Altri titoli varianti | ANNPR 2008 |
Record Nr. | UNINA-9910484432703321 |
Berlin, : Springer, 2008 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Artificial Neural Networks in Pattern Recognition [[electronic resource] ] : Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings / / edited by Friedhelm Schwenker, Simone Marinai |
Edizione | [1st ed. 2006.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 |
Descrizione fisica | 1 online resource (X, 302 p.) |
Disciplina | 006.4 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Artificial intelligence
Pattern recognition Application software Computers Management information systems Computer science Bioinformatics Artificial Intelligence Pattern Recognition Information Systems Applications (incl. Internet) Computation by Abstract Devices Management of Computing and Information Systems |
ISBN | 3-540-37952-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Unsupervised Learning -- Simple and Effective Connectionist Nonparametric Estimation of Probability Density Functions -- Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition -- Adaptive Feedback Inhibition Improves Pattern Discrimination Learning -- Semi-supervised Learning -- Supervised Batch Neural Gas -- Fuzzy Labeled Self-Organizing Map with Label-Adjusted Prototypes -- On the Effects of Constraints in Semi-supervised Hierarchical Clustering -- A Study of the Robustness of KNN Classifiers Trained Using Soft Labels -- Supervised Learning -- An Experimental Study on Training Radial Basis Functions by Gradient Descent -- A Local Tangent Space Alignment Based Transductive Classification Algorithm -- Incremental Manifold Learning Via Tangent Space Alignment -- A Convolutional Neural Network Tolerant of Synaptic Faults for Low-Power Analog Hardware -- Ammonium Estimation in a Biological Wastewater Plant Using Feedforward Neural Networks -- Support Vector Learning -- Support Vector Regression Using Mahalanobis Kernels -- Incremental Training of Support Vector Machines Using Truncated Hypercones -- Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques -- Multiple Classifier Systems -- Multiple Classifier Systems for Embedded String Patterns -- Multiple Neural Networks for Facial Feature Localization in Orientation-Free Face Images -- Hierarchical Neural Networks Utilising Dempster-Shafer Evidence Theory -- Combining MF Networks: A Comparison Among Statistical Methods and Stacked Generalization -- Visual Object Recognition -- Object Detection and Feature Base Learning with Sparse Convolutional Neural Networks -- Visual Classification of Images by Learning Geometric Appearances Through Boosting -- An Eye Detection System Based on Neural Autoassociators -- Orientation Histograms for Face Recognition -- Data Mining in Bioinformatics -- An Empirical Comparison of Feature Reduction Methods in the Context of Microarray Data Classification -- Unsupervised Feature Selection for Biomarker Identification in Chromatography and Gene Expression Data -- Learning and Feature Selection Using the Set Covering Machine with Data-Dependent Rays on Gene Expression Profiles. |
Record Nr. | UNISA-996466165003316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Artificial neural networks in pattern recognition : Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006 : proceedings / / Friedhelm Schwenker, Simone Marinai (eds.) |
Edizione | [1st ed. 2006.] |
Pubbl/distr/stampa | Berlin, : Springer, 2006 |
Descrizione fisica | 1 online resource (X, 302 p.) |
Disciplina | 006.4 |
Altri autori (Persone) |
SchwenkerFriedhelm
MarinaiSimone |
Collana |
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science,Lecture notes in artificial intelligence |
Soggetto topico |
Pattern recognition systems
Neural networks (Computer science) Artificial intelligence |
ISBN | 3-540-37952-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Unsupervised Learning -- Simple and Effective Connectionist Nonparametric Estimation of Probability Density Functions -- Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition -- Adaptive Feedback Inhibition Improves Pattern Discrimination Learning -- Semi-supervised Learning -- Supervised Batch Neural Gas -- Fuzzy Labeled Self-Organizing Map with Label-Adjusted Prototypes -- On the Effects of Constraints in Semi-supervised Hierarchical Clustering -- A Study of the Robustness of KNN Classifiers Trained Using Soft Labels -- Supervised Learning -- An Experimental Study on Training Radial Basis Functions by Gradient Descent -- A Local Tangent Space Alignment Based Transductive Classification Algorithm -- Incremental Manifold Learning Via Tangent Space Alignment -- A Convolutional Neural Network Tolerant of Synaptic Faults for Low-Power Analog Hardware -- Ammonium Estimation in a Biological Wastewater Plant Using Feedforward Neural Networks -- Support Vector Learning -- Support Vector Regression Using Mahalanobis Kernels -- Incremental Training of Support Vector Machines Using Truncated Hypercones -- Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques -- Multiple Classifier Systems -- Multiple Classifier Systems for Embedded String Patterns -- Multiple Neural Networks for Facial Feature Localization in Orientation-Free Face Images -- Hierarchical Neural Networks Utilising Dempster-Shafer Evidence Theory -- Combining MF Networks: A Comparison Among Statistical Methods and Stacked Generalization -- Visual Object Recognition -- Object Detection and Feature Base Learning with Sparse Convolutional Neural Networks -- Visual Classification of Images by Learning Geometric Appearances Through Boosting -- An Eye Detection System Based on Neural Autoassociators -- Orientation Histograms for Face Recognition -- Data Mining in Bioinformatics -- An Empirical Comparison of Feature Reduction Methods in the Context of Microarray Data Classification -- Unsupervised Feature Selection for Biomarker Identification in Chromatography and Gene Expression Data -- Learning and Feature Selection Using the Set Covering Machine with Data-Dependent Rays on Gene Expression Profiles. |
Altri titoli varianti | ANNPR 2006 |
Record Nr. | UNINA-9910484426103321 |
Berlin, : Springer, 2006 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Digital Libraries and Multimedia Archives : 12th Italian Research Conference on Digital Libraries, IRCDL 2016, Florence, Italy, February 4-5, 2016, Revised Selected Papers / / edited by Maristella Agosti, Marco Bertini, Stefano Ferilli, Simone Marinai, Nicola Orio |
Edizione | [1st ed. 2017.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
Descrizione fisica | 1 online resource (X, 179 p. 54 illus.) |
Disciplina | 025.00285 |
Collana | Communications in Computer and Information Science |
Soggetto topico |
Application software
Natural language processing (Computer science) Information storage and retrieval Artificial intelligence Information Systems Applications (incl. Internet) Natural Language Processing (NLP) Information Storage and Retrieval Artificial Intelligence |
ISBN | 3-319-56300-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Practices -- Multimedia -- Semantics -- Evaluation -- Layout. |
Record Nr. | UNINA-9910254842503321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Document Analysis Systems VI [[electronic resource] ] : 6th International Workshop, DAS 2004, Florence, Italy, September 8-10, 2004, Proceedings / / edited by Simone Marinai, Andreas Dengel |
Edizione | [1st ed. 2004.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
Descrizione fisica | 1 online resource (XII, 568 p.) |
Disciplina | 006.4/2 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Pattern recognition
Information storage and retrieval Optical data processing Computer simulation Application software Pattern Recognition Information Storage and Retrieval Image Processing and Computer Vision Simulation and Modeling Computer Appl. in Administrative Data Processing |
ISBN | 3-540-28640-3 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Digital Libraries -- Document Analysis Systems for Digital Libraries: Challenges and Opportunities -- The Trinity College Dublin 1872 Online Catalogue -- DL Architecture for Indic Scripts -- A Semantic-Based System for Querying Personal Digital Libraries -- Toward Personalized Digital Library for Providing “Information JIT” -- Historical Documents -- Tilting at Windmills: Adventures in Attempting to Reconstruct Don Quixote -- A Segmentation-Free Recognition Technique to Assist Old Greek Handwritten Manuscript OCR -- Automatic Metadata Retrieval from Ancient Manuscripts -- A Complete Approach to the Conversion of Typewritten Historical Documents for Digital Archives -- An Adaptive Binarization Technique for Low Quality Historical Documents -- Segmentation of Handwritten Characters for Digitalizing Korean Historical Documents -- Self-organizing Maps and Ancient Documents -- Enriching Historical Manuscripts: The Bovary Project -- Layout Analysis -- Word Grouping in Document Images Based on Voronoi Tessellation -- Multi-component Document Image Coding Using Regions-of-Interest -- Physical Layout Analysis of Complex Structured Arabic Documents Using Artificial Neural Nets -- An Integrated Approach for Automatic Semantic Structure Extraction in Document Images -- Multi-view hac for Semi-supervised Document Image Classification -- Configurable Text Stamp Identification Tool with Application of Fuzzy Logic -- Layout and Content Extraction for PDF Documents -- Automatic Extraction of Filled-In Items from Bank-Check Images -- Color Documents -- Bleed-Through Removal from Degraded Documents Using a Color Decorrelation Method -- Colour Map Classification for Archive Documents -- Serialized k-Means for Adaptative Color Image Segmentation -- Adaptive Region Growing Color Segmentation for Text Using Irregular Pyramid -- Preprocessing and Segmentation of Bad Quality Machine Typed Documents -- Handwritten Documents -- Ensembles of Classifiers for Handwritten Word Recognition Specialized on Individual Handwriting Style -- Information Retrieval System for Handwritten Documents -- Word–Wise Script Identification from Indian Documents -- Recognizing Freeform Digital Ink Annotations -- Post-processing of Handwritten Pitman’s Shorthand Using Unigram and Heuristic Approaches -- Multiscale Handwriting Characterization for Writers’ Classification -- Graphics Recognition -- A Hybrid Approach to Detect Graphical Symbols in Documents -- Performance Evaluation of Symbol Recognition -- The Search for Genericity in Graphics Recognition Applications: Design Issues of the Qgar Software System -- Attributed Graph Matching Based Engineering Drawings Retrieval -- A Platform to Extract Knowledge from Graphic Documents. Application to an Architectural Sketch Understanding Scenario -- Internet Documents -- A Graph-Based Framework for Web Document Mining -- XML Documents Within a Legal Domain: Standards and Tools for the Italian Legislative Environment -- Rule-Based Structural Analysis of Web Pages -- Extracting Table Information from the Web -- A Neural Network Classifier for Junk E-Mail -- Document Analysis Systems -- Results of a Study on Invoice-Reading Systems in Germany -- A Document Analysis System Based on Text Line Matching of Multiple OCR Outputs -- DocMining: A Document Analysis System Builder -- Automatic Fax Routing -- Applications -- Contextual Swarm-Based Multi-layered Lattices: A New Architecture for Contextual Pattern Recognition -- Natural Language Processing of Patents and Technical Documentation -- Document Image Retrieval in a Question Answering System for Document Images -- A Robust Braille Recognition System -- Document Image Watermarking Based on Weight-Invariant Partition Using Support Vector Machine -- Video Degradation Model and Its Application to Character Recognition in e-Learning Videos -- Unity Is Strength: Coupling Media for Thematic Segmentation. |
Record Nr. | UNISA-996465315003316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Document Analysis Systems VI : 6th International Workshop, DAS 2004, Florence, Italy, September 8-10, 2004, Proceedings / / edited by Simone Marinai, Andreas Dengel |
Edizione | [1st ed. 2004.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
Descrizione fisica | 1 online resource (XII, 568 p.) |
Disciplina | 006.4/2 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Pattern recognition
Information storage and retrieval Optical data processing Computer simulation Application software Pattern Recognition Information Storage and Retrieval Image Processing and Computer Vision Simulation and Modeling Computer Appl. in Administrative Data Processing |
ISBN | 3-540-28640-3 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Digital Libraries -- Document Analysis Systems for Digital Libraries: Challenges and Opportunities -- The Trinity College Dublin 1872 Online Catalogue -- DL Architecture for Indic Scripts -- A Semantic-Based System for Querying Personal Digital Libraries -- Toward Personalized Digital Library for Providing “Information JIT” -- Historical Documents -- Tilting at Windmills: Adventures in Attempting to Reconstruct Don Quixote -- A Segmentation-Free Recognition Technique to Assist Old Greek Handwritten Manuscript OCR -- Automatic Metadata Retrieval from Ancient Manuscripts -- A Complete Approach to the Conversion of Typewritten Historical Documents for Digital Archives -- An Adaptive Binarization Technique for Low Quality Historical Documents -- Segmentation of Handwritten Characters for Digitalizing Korean Historical Documents -- Self-organizing Maps and Ancient Documents -- Enriching Historical Manuscripts: The Bovary Project -- Layout Analysis -- Word Grouping in Document Images Based on Voronoi Tessellation -- Multi-component Document Image Coding Using Regions-of-Interest -- Physical Layout Analysis of Complex Structured Arabic Documents Using Artificial Neural Nets -- An Integrated Approach for Automatic Semantic Structure Extraction in Document Images -- Multi-view hac for Semi-supervised Document Image Classification -- Configurable Text Stamp Identification Tool with Application of Fuzzy Logic -- Layout and Content Extraction for PDF Documents -- Automatic Extraction of Filled-In Items from Bank-Check Images -- Color Documents -- Bleed-Through Removal from Degraded Documents Using a Color Decorrelation Method -- Colour Map Classification for Archive Documents -- Serialized k-Means for Adaptative Color Image Segmentation -- Adaptive Region Growing Color Segmentation for Text Using Irregular Pyramid -- Preprocessing and Segmentation of Bad Quality Machine Typed Documents -- Handwritten Documents -- Ensembles of Classifiers for Handwritten Word Recognition Specialized on Individual Handwriting Style -- Information Retrieval System for Handwritten Documents -- Word–Wise Script Identification from Indian Documents -- Recognizing Freeform Digital Ink Annotations -- Post-processing of Handwritten Pitman’s Shorthand Using Unigram and Heuristic Approaches -- Multiscale Handwriting Characterization for Writers’ Classification -- Graphics Recognition -- A Hybrid Approach to Detect Graphical Symbols in Documents -- Performance Evaluation of Symbol Recognition -- The Search for Genericity in Graphics Recognition Applications: Design Issues of the Qgar Software System -- Attributed Graph Matching Based Engineering Drawings Retrieval -- A Platform to Extract Knowledge from Graphic Documents. Application to an Architectural Sketch Understanding Scenario -- Internet Documents -- A Graph-Based Framework for Web Document Mining -- XML Documents Within a Legal Domain: Standards and Tools for the Italian Legislative Environment -- Rule-Based Structural Analysis of Web Pages -- Extracting Table Information from the Web -- A Neural Network Classifier for Junk E-Mail -- Document Analysis Systems -- Results of a Study on Invoice-Reading Systems in Germany -- A Document Analysis System Based on Text Line Matching of Multiple OCR Outputs -- DocMining: A Document Analysis System Builder -- Automatic Fax Routing -- Applications -- Contextual Swarm-Based Multi-layered Lattices: A New Architecture for Contextual Pattern Recognition -- Natural Language Processing of Patents and Technical Documentation -- Document Image Retrieval in a Question Answering System for Document Images -- A Robust Braille Recognition System -- Document Image Watermarking Based on Weight-Invariant Partition Using Support Vector Machine -- Video Degradation Model and Its Application to Character Recognition in e-Learning Videos -- Unity Is Strength: Coupling Media for Thematic Segmentation. |
Record Nr. | UNINA-9910144349303321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|