Coverart for item
The Resource Biological and artificial intelligence environments : 15th Italian workshop on neural nets, WIRN VIETRI 2004, edited by Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri

Biological and artificial intelligence environments : 15th Italian workshop on neural nets, WIRN VIETRI 2004, edited by Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri

Label
Biological and artificial intelligence environments : 15th Italian workshop on neural nets, WIRN VIETRI 2004
Title
Biological and artificial intelligence environments
Title remainder
15th Italian workshop on neural nets, WIRN VIETRI 2004
Statement of responsibility
edited by Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri
Contributor
Subject
Language
eng
Summary
Reports the proceedings of the 15th Italian workshop on neural networks issued by the Italian Society on Neural Networks SIREN. This volume contains papers in various fields, such as Pattern Recognition, Stochastic Optimization, Learning, Granular Computing, and more, with a bias toward bioinformatics operational applications
Is part of
Cataloging source
GW5XE
Dewey number
006.3/2
Illustrations
illustrations
Index
no index present
LC call number
QA76.87
LC item number
.B56 2005eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1946-
  • 2004
http://library.link/vocab/relatedWorkOrContributorName
  • Apolloni, Bruno
  • Marinaro, M
  • Tagliaferri, Roberto
  • Società italiana reti neuroniche
  • Italian Workshop on Neural Nets
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • COMPUTERS
  • Informatique
  • Neural networks (Computer science)
Label
Biological and artificial intelligence environments : 15th Italian workshop on neural nets, WIRN VIETRI 2004, edited by Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri
Instantiates
Publication
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Pre-Wirn workshop on Computational Intelligence Methods for Bioinformatics and Bistatistics (CIBB) -- Progengrid: A Grid Framework for Bioinformatics -- A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS -- Mass Spectrometry Data Analysis for Early Detection of Inherited Breast Cancer -- Feature Selection Combined with Random Subspace Ensemble for Gene Expression Based Diagnosis of Malignancies -- Pruning the Nodule Candidate Set in Postero Anterior Chest Radiographs -- Protein Structure Assembly from Knowledge of?-Sheet Motifs and Secondary Structure -- Analysis of Oligonucleotide Microarray Images Using a Fuzzy Sets Approach in HLA Typing -- Combinatorial and Machine Learning Approaches in Clustering Microarray Data -- Gene Expression Data Modeling and Validation of Gene Selection Methods -- Mining Yeast Gene Microarray Data with Latent Variable Models -- Recent Applications of Neural Networks in Bioinformatics -- Pre-WIRN workshop on Computational Intelligence on Hardware: Algorithms, Implementations and Applications (CIHAIA) -- An Algorithm for Reducing the Number of Support Vectors -- Genetic Design of Linear Block Error-Correcting Codes -- Neural Hardware Based on Kernel Methods for Industrial and Scientific Applications -- Stratistical Learning for Parton Identification -- Time-Varying Signals Classification Using a Liquid State Machine -- FPGA Based Statistical Data Mining Processor -- Neural Classification of HEP Experimental Data -- WIRN Regular Sessions Architectures and Algorithms -- The Random Neural Network Model for the On-Line Multicast Problem -- ERAF: A R Package for Regression and Forecasting -- Novel Pheromone Updating Strategy for Speeding up ACO Applied to VRP -- Inducing Communication Protocols from Conversations in a Multi Agent System -- Wordnet and Semidiscrete Decomposition for Sub-Symbolic Representation of Words -- The Hopfield and Kohonen Networks: an in Vivo Test -- Support Vector Regression with a Generalized Quadratic Loss -- A Flexible ICA Approach to a Novel BSS Convolutive Nonlinear Problem: Preliminary Results -- Models -- Computing Confidence Intervals for the Risk of A SVM Classifier through Algorithmic Inference -- Learning Continuous Functions through a New Linear Regression Method -- A Novel Kernel Method for Clustering -- Genetic Monte Carlo Markov Chains -- Consistency of Empirical Risk Minimization for Unbounded Loss Functions -- A Probabilistic PCA Clustering Approach to the SVD Estimate of Signal Subspaces -- Fast Dominant-Set Clustering -- Neural Network Classification Using Error Entropy Minimization -- Applications -- An ICA Approach to Unsupervised Change Detection in Multispectral Images -- A Comparison of ICA Algorithms in Biomedical Signal Processing -- Time-Frequency Analysis for Characterizing EMG Signals During fMRI Acquisitions -- A Neural Algorithm for Object Positioning in 3D Space Using Optoelectronic System -- Human Visual System Modelling for Real-Time Salt and Pepper Noise Removal -- Virtual Sensors to Support the Monitoring of Cultural Heritage Damage -- A Computer Aided Analysis on Digital Images -- Recursive Neural Networks for the Classification of Vehicles in Image Sequences -- Neural Network in Modeling Glucose-Insulin Behavior -- Assessing the Reliability of Communication Networks Through Maghine Learning Techniques -- Dynamical Reconstruction and Chaos for Disruption Prediction in Tokamak Reactors
Control code
262679896
Dimensions
unknown
Extent
1 online resource (viii, 406 pages)
Form of item
online
Isbn
9781402034329
Lccn
2007451317
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-1-4020-3431-2
Specific material designation
remote
System control number
(OCoLC)262679896
Label
Biological and artificial intelligence environments : 15th Italian workshop on neural nets, WIRN VIETRI 2004, edited by Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri
Publication
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Pre-Wirn workshop on Computational Intelligence Methods for Bioinformatics and Bistatistics (CIBB) -- Progengrid: A Grid Framework for Bioinformatics -- A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS -- Mass Spectrometry Data Analysis for Early Detection of Inherited Breast Cancer -- Feature Selection Combined with Random Subspace Ensemble for Gene Expression Based Diagnosis of Malignancies -- Pruning the Nodule Candidate Set in Postero Anterior Chest Radiographs -- Protein Structure Assembly from Knowledge of?-Sheet Motifs and Secondary Structure -- Analysis of Oligonucleotide Microarray Images Using a Fuzzy Sets Approach in HLA Typing -- Combinatorial and Machine Learning Approaches in Clustering Microarray Data -- Gene Expression Data Modeling and Validation of Gene Selection Methods -- Mining Yeast Gene Microarray Data with Latent Variable Models -- Recent Applications of Neural Networks in Bioinformatics -- Pre-WIRN workshop on Computational Intelligence on Hardware: Algorithms, Implementations and Applications (CIHAIA) -- An Algorithm for Reducing the Number of Support Vectors -- Genetic Design of Linear Block Error-Correcting Codes -- Neural Hardware Based on Kernel Methods for Industrial and Scientific Applications -- Stratistical Learning for Parton Identification -- Time-Varying Signals Classification Using a Liquid State Machine -- FPGA Based Statistical Data Mining Processor -- Neural Classification of HEP Experimental Data -- WIRN Regular Sessions Architectures and Algorithms -- The Random Neural Network Model for the On-Line Multicast Problem -- ERAF: A R Package for Regression and Forecasting -- Novel Pheromone Updating Strategy for Speeding up ACO Applied to VRP -- Inducing Communication Protocols from Conversations in a Multi Agent System -- Wordnet and Semidiscrete Decomposition for Sub-Symbolic Representation of Words -- The Hopfield and Kohonen Networks: an in Vivo Test -- Support Vector Regression with a Generalized Quadratic Loss -- A Flexible ICA Approach to a Novel BSS Convolutive Nonlinear Problem: Preliminary Results -- Models -- Computing Confidence Intervals for the Risk of A SVM Classifier through Algorithmic Inference -- Learning Continuous Functions through a New Linear Regression Method -- A Novel Kernel Method for Clustering -- Genetic Monte Carlo Markov Chains -- Consistency of Empirical Risk Minimization for Unbounded Loss Functions -- A Probabilistic PCA Clustering Approach to the SVD Estimate of Signal Subspaces -- Fast Dominant-Set Clustering -- Neural Network Classification Using Error Entropy Minimization -- Applications -- An ICA Approach to Unsupervised Change Detection in Multispectral Images -- A Comparison of ICA Algorithms in Biomedical Signal Processing -- Time-Frequency Analysis for Characterizing EMG Signals During fMRI Acquisitions -- A Neural Algorithm for Object Positioning in 3D Space Using Optoelectronic System -- Human Visual System Modelling for Real-Time Salt and Pepper Noise Removal -- Virtual Sensors to Support the Monitoring of Cultural Heritage Damage -- A Computer Aided Analysis on Digital Images -- Recursive Neural Networks for the Classification of Vehicles in Image Sequences -- Neural Network in Modeling Glucose-Insulin Behavior -- Assessing the Reliability of Communication Networks Through Maghine Learning Techniques -- Dynamical Reconstruction and Chaos for Disruption Prediction in Tokamak Reactors
Control code
262679896
Dimensions
unknown
Extent
1 online resource (viii, 406 pages)
Form of item
online
Isbn
9781402034329
Lccn
2007451317
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-1-4020-3431-2
Specific material designation
remote
System control number
(OCoLC)262679896

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