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15th 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
Progengrid: A Grid Framework for Bioinformatics. 1-9 - Flavio Baronti, Valentina Maggini
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
Mass Spectrometry Data Analysis for Early Detection of Inherited Breast Cancer. 21-28 - Alberto Bertoni, Raffaella Folgieri
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
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 - Diego Cauz
Stratistical Learning for Parton Identification. 125-132 - Antonio Chella
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
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
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
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, Alberto 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
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
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
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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