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ORCID15th WIRN 2004: Vietri sul Mare, Italy
- Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri:
Biological and Artificial Intelligence Environments - 15th Italian Workshop on Neural Nets, WIRN VIETRI 2004, Vietri sul Mare, Italy, 2004. Springer 2010, ISBN 978-90-481-6863-7
Part 1 / Pre-Wirn workshop on Computational Intelligence Methods for Bioinformatics and Bistatistics (CIBB)
- Giovanni Aloisio
, Massimo Cafaro, Sandro Fiore, Maria Mirto:
Progengrid: A Grid Framework for Bioinformatics. 1-9 - Flavio Baronti, Valentina Maggini, Alessio Micheli, Alessandro Passaro, Anna Maria Rossi, Antonina Starita:
A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS. 11-19 - Francesco Baudi, Mario Cannataro, Rita Casadonte, Francesco Costanzo, Giovanni Cuda, Maria Concetta Faniello, Marco Gaspari, Pietro Hiram Guzzi, Tommaso Mazza, Barbara Quaresima, Pierosandro Tagliaferri, Giuseppe Tradigo, Pierangelo Veltri, Salvatore Venuta:
Mass Spectrometry Data Analysis for Early Detection of Inherited Breast Cancer. 21-28 - Alberto Bertoni, Raffaella Folgieri, Giorgio Valentini:
Feature Selection Combined with Random Subspace Ensemble for Gene Expression Based Diagnosis of Malignancies. 29-35 - Paola Campadelli, Elena Casiraghi:
Pruning the Nodule Candidate Set in Postero Anterior Chest Radiographs. 37-43 - Alessio Ceroni, Paolo Frasconi, Alessandro Vullo:
Protein Structure Assembly from Knowledge of β -Sheet Motifs and Secondary Structure. 45-52 - G. B. Ferrara, L. Delfino, Francesco Masulli, Stefano Rovetta, R. Sensi:
Analysis of Oligonucleotide Microarray Images Using a Fuzzy Sets Approach in HLA Typing. 53-61 - Sergio Pozzi, Italo Zoppis, Giancarlo Mauri:
Combinatorial and Machine Learning Approaches in Clustering Microarray Data. 63-71 - Francesca Ruffino:
Gene Expression Data Modeling and Validation of Gene Selection Methods. 73-79 - Antonino Staiano, Roberto Tagliaferri, Lara De Vinco, Angelo Ciaramella, Giancarlo Raiconi, Giuseppe Longo, Gennaro Miele, Roberto Amato, Carmine Del Mondo, Ciro Donalek, Giuseppe Mangano, Diego di Bernardo:
Mining Yeast Gene Microarray Data with Latent Variable Models. 81-89 - Matthew J. Wood, Jonathan D. Hirst:
Recent Applications of Neural Networks in Bioinformatics. 91-97
Part 2 / Pre-WIRN workshop on Computational Intelligence on Hardware: Algorithms, Implementations and Applications (CIHAIA)
- Davide Anguita, Sandro Ridella, Fabio Rivieccio:
An Algorithm for Reducing the Number of Support Vectors. 99-105 - Alan Barbieri, Stefano Cagnoni, Giulio Colavolpe:
Genetic Design of Linear Block Error-Correcting Codes. 107-116 - Andrea Boni, Ignazio Lazzizzera, Alessandro Zorat:
Neural Hardware Based on Kernel Methods for Industrial and Scientific Applications. 117-123 - D. Cauz, M. Giordani, G. Pauletta, M. Rossi, L. Santi:
Stratistical Learning for Parton Identification. 125-132 - Antonio Chella, Riccardo Rizzo:
Time-Varying Signals Classification Using a Liquid State Machine. 133-139 - Eros Pasero, Walter Moniaci, Tassilo Meindl:
FPGA Based Statistical Data Mining Processor. 141-148 - Salvatore Vitabile, Giovanni Pilato, Giorgio Vassallo, Sabato Marco Siniscalchi, Antonio Gentile, Filippo Sorbello:
Neural Classification of HEP Experimental Data. 149-155
Part 3 / WIRN Regular Sessions <i>Architectures and Algorithms</i>
- Giovanni Aiello, Salvatore Gaglio, Giuseppe Lo Re, Pietro Storniolo, Alfonso Urso:
The Random Neural Network Model for the On-Line Multicast Problem. 157-164 - Maurizio Filippone, Francesco Masulli, Stefano Rovetta:
ERAF: A R Package for Regression and Forecasting. 165-173 - Tommaso Loreto, Giuseppe Martinelli:
Novel Pheromone Updating Strategy for Speeding up ACO Applied to VRP. 175-182 - Nik Nailah Binti Abdullah, M. Liquire, Stefano A. Cerri:
Inducing Communication Protocols from Conversations in a Multi Agent System. 183-189 - Giovanni Pilato, Giorgio Vassallo, Salvatore Gaglio:
Wordnet and Semidiscrete Decomposition for Sub-Symbolic Representation of Words. 191-198 - Rita Pizzi, Andrea Fantasia, Danilo Rossetti, Giovanni Cino, Fabrizio Gelain, Angelo L. Vescovi:
The Hopfield and Kohonen Networks: an in Vivo Test. 199-207 - Filippo Portera, Alessandro Sperduti:
Support Vector Regression with a Generalized Quadratic Loss. 209-216 - Daniele Vigliano, Raffaele Parisi, Aurelio Uncini:
A Flexible ICA Approach to a Novel BSS Convolutive Nonlinear Problem: Preliminary Results. 217-224
Part 4 / Models
- Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi, A. Minora:
Computing Confidence Intervals for the Risk of A SVM Classifier through Algorithmic Inference. 225-234 - Bruno Apolloni, Simone Bassis, Sabrina Gaito, D. Iannizzi, Dario Malchiodi:
Learning Continuous Functions through a New Linear Regression Method. 235-243 - Francesco Camastra, Alessandro Verri:
A Novel Kernel Method for Clustering. 245-250 - Stefano Hajek:
Genetic Monte Carlo Markov Chains. 251-259 - Marco Muselli, Francesca Ruffino:
Consistency of Empirical Risk Minimization for Unbounded Loss Functions. 261-270 - Massimo Panella, G. Grisanti, Antonello Rizzi:
A Probabilistic PCA Clustering Approach to the SVD Estimate of Signal Subspaces. 271-279 - Massimiliano Pavan, Marcello Pelillo:
Fast Dominant-Set Clustering. 281-289 - Jorge M. Santos, Luís A. Alexandre, Joaquim Marques de Sá:
Neural Network Classification Using Error Entropy Minimization. 291-297
Part 5 / Applications
- Giuliano Antoniol, Michele Ceccarelli, P. Petrillo, Alfredo Petrosino:
An ICA Approach to Unsupervised Change Detection in Multispectral Images. 299-311 - Bruno Azzerboni, Maurizio Ipsale, Fabio La Foresta, Nadia Mammone, Francesco Carlo Morabito:
A Comparison of ICA Algorithms in Biomedical Signal Processing. 313-320 - Bruno Azzerboni, Maurizio Ipsale, Mario Carpentieri, Fabio La Foresta:
Time-Frequency Analysis for Characterizing EMG Signals During fMRI Acquisitions. 321-328 - Iuri Frosio, Giancarlo Ferrigno, N. Alberto Borghese:
A Neural Algorithm for Object Positioning in 3D Space Using Optoelectronic System. 329-335 - Iuri Frosio, N. Alberto Borghese:
Human Visual System Modelling for Real-Time Salt and Pepper Noise Removal. 337-342 - Umberto Maniscalco:
Virtual Sensors to Support the Monitoring of Cultural Heritage Damage. 343-350 - Giovanni Luca Masala:
A Computer Aided Analysis on Digital Images. 351-357 - Gabriele Monfardini:
Recursive Neural Networks for the Classification of Vehicles in Image Sequences. 359-366 - Massimo Panella, Francesco Barcellona, Alberto Maria Bersani:
Neural Network in Modeling Glucose-Insulin Behavior. 367-374 - Claudio M. Rocco S., Marco Muselli:
Assessing the Reliability of Communication Networks Through Maghine Learning Techniques. 375-381 - Matteo Cacciola, Domenico Costantino, Antonino Greco, Francesco Carlo Morabito, Mario Versaci:
Dynamical Reconstruction and Chaos for Disruption Prediction in Tokamak Reactors. 383-389
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