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Apolloni, Bruno

Biological and Artificial Intelligence Environments

Apolloni, Bruno - Biological and Artificial Intelligence Environments, e-bok

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ISBN: 9781402034329
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Table of contents

1. Progengrid: A Grid Framework for Bioinformatics
Giovanni Aloisio, Massimo Cafaro, Sandro Fiore, Maria Mirto

2. A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS
Flavio Baronti, Valentina Maggini, Alessio Micheli, Alessandro Passaro, Anna Maria Rossi, Antonina Starita

3. Mass Spectrometry Data Analysis for Early Detection of Inherited Breast Cancer
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

4. Feature Selection Combined with Random Subspace Ensemble for Gene Expression Based Diagnosis of Malignancies
Alberto Bertoni, Raffaella Folgieri, Giorgio Valentini

5. Pruning the Nodule Candidate Set in Postero Anterior Chest Radiographs
Paola Campadelli, Elena Casiraghi

6. Protein Structure Assembly from Knowledge of ß-Sheet Motifs and Secondary Structure
Alessio Ceroni, Paolo Frasconi, Alessandro Vullo

7. Analysis of Oligonucleotide Microarray Images Using a Fuzzy Sets Approach in HLA Typing
G. B. Ferrara, L. Delfino, F. Masulli, S. Rovetta, R. Sensi

8. Combinatorial and Machine Learning Approaches in Clustering Microarray Data
Sergio Pozzi, Italo Zoppis, Giancarlo Mauri

9. Gene Expression Data Modeling and Validation of Gene Selection Methods
Francesca Ruffino

10. Mining Yeast Gene Microarray Data with Latent Variable Models
Antonino Staiano, Roberto Tagliaferri, Lara Vinco, Angelo Ciaramella, Giancarlo Raiconi, Giuseppe Longo, Gennaro Miele, Roberto Amato, Carmine Mondo, Ciro Donalek, Gianpiero Mangano, Diego Bernardo

11. Recent Applications of Neural Networks in Bioinformatics
Matthew J. Wood, Jonathan D. Hirst

12. An Algorithm for Reducing the Number of Support Vectors
Davide Anguita, Sandro Ridella, Fabio Rivieccio

13. Genetic Design of Linear Block Error-Correcting Codes
Alan Barbieri, Stefano Cagnoni, Giulio Colavolpe

14. Neural Hardware Based on Kernel Methods for Industrial and Scientific Applications
Andrea Boni, Ignazio Lazzizzera, Alessandro Zorat

15. Stratistical Learning for Parton Identification
D. Cauz, M. Giordani, G. Pauletta, M. Rossi, L. Santi

16. Time-Varying Signals Classification Using a Liquid State Machine
Antonio Chella, Riccardo Rizzo

17. FPGA Based Statistical Data Mining Processor
Eros Pasero, Walter Moniaci, Tassilo Mendl

18. Neural Classification of HEP Experimental Data
Salvatore Vitabile, Giovanni Pilato, Giorgio Vassallo, S. M. Siniscalchi, Antonio Gentile, Filippo Sorbello

19. The Random Neural Network Model for the On-Line Multicast Problem
Giovanni Aiello, Salvatore Gaglio, Giuseppe Re, Pietro Storniolo, Alfonso Urso

20. ERAF: A R Package for Regression and Forecasting
M. Filippone, F. Masulli, S. Rovetta

21. Novel Pheromone Updating Strategy for Speeding up ACO Applied to VRP
Tommaso Loreto, Giuseppe Martinelli

22. Inducing Communication Protocols from Conversations in a Multi Agent System
N. Nailah Binti Abdullah, M. Liquire, S. A. Cerri

23. Wordnet and Semidiscrete Decomposition for Sub-Symbolic Representation of Words
Giovanni Pilato, Giorgio Vassallo, Salvatore Gaglio

24. The Hopfield and Kohonen Networks: an in Vivo Test
Rita Pizzi1, Andrea Fantasia, Danilo Rossetti, Giovanni Cino, Fabrizio Gelain, Angelo Vescovi

25. Support Vector Regression with a Generalized Quadratic Loss
Filippo Portera, Alessandro Sperduti

26. A Flexible ICA Approach to a Novel BSS Convolutive Nonlinear Problem: Preliminary Results
Daniele Vigliano, Raffaele Parisi, Aurelio Uncini

27. Computing Confidence Intervals for the Risk of A SVM Classifier through Algorithmic Inference
B. Apolloni, S. Bassis, S. Gaito, D. Malchiodi, A. Minora

28. Learning Continuous Functions through a New Linear Regression Method
B. Apolloni, S. Bassis, S. Gaito, D. Iannizzi, D. Malchiodi

29. A Novel Kernel Method for Clustering
Francesco Camastra, Alessandro Verri

30. Genetic Monte Carlo Markov Chains
Stefano Hajek

31. Consistency of Empirical Risk Minimization for Unbounded Loss Functions
Marco Muselli, Francesca Ruffino

32. A Probabilistic PCA Clustering Approach to the SVD Estimate of Signal Subspaces
M. Panella, G. Grisanti, A. Rizzi

33. Fast Dominant-Set Clustering
Massimiliano Pavan, Marcello Pelillo

34. Neural Network Classification Using Error Entropy Minimization
Jorge M. Santos, Luís A. Alexandre, Joaquim Marques Sá

35. An ICA Approach to Unsupervised Change Detection in Multispectral Images
G. Antoniol, M. Ceccarelli, P. Petrillo, A. Petrosino

36. A Comparison of ICA Algorithms in Biomedical Signal Processing
B. Azzerboni, M. Ipsale, F. Foresta, N. Mammone, F. C. Morabito

37. Time-Frequency Analysis for Characterizing EMG Signals During fMRI Acquisitions
B. Azzerboni, M. Ipsale, M. Carpentieri, F. Foresta

38. A Neural Algorithm for Object Positioning in 3D Space Using Optoelectronic System
Iuri Frosio, Giancarlo Ferrigno, N. Alberto Borghese

39. Human Visual System Modelling for Real-Time Salt and Pepper Noise Removal
I. Frosio, N. A. Borghese

40. Virtual Sensors to Support the Monitoring of Cultural Heritage Damage
Umberto Maniscalco

41. A Computer Aided Analysis on Digital Images
Giovanni Luca Masala

42. Recursive Neural Networks for the Classification of Vehicles in Image Sequences
Gabriele Monfardini

43. Neural Network in Modeling Glucose-Insulin Behavior
M. Panella, F. Barcellona, A. M. Bersani

44. Assessing the Reliability of Communication Networks Through Maghine Learning Techniques
M. Claudio, S. Rocco, Marco Muselli

45. Dynamical Reconstruction and Chaos for Disruption Prediction in Tokamak Reactors
Matteo Cacciola, Domenico Costantino, Antonino Greco, Francesco Carlo Morabito, Mario Versaci

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Nyckelord: COMPUTERS / Computer Science COM014000

Författare
 
 
Utgivare
Springer
Utgivningsår
2005
Språk
en
Utgåva
1
Kategori
Datateknik, Datakommunikation
Format
E-bok
eISBN (PDF)
9781402034329

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