Sergio Decherchi

发表

Explicit overall risk minimization transductive bound

Sandro Ridella, Paolo Gastaldo, Rodolfo Zunino, 2008 .

Computational intelligence methods for underwater magnetic-based protection systems

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2011, The 2011 International Joint Conference on Neural Networks.

Semantic Oriented Clustering of Documents

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2011, ISNN.

Circular-ELM for the reduced-reference assessment of perceived image quality

Judith Redi, Paolo Gastaldo, Rodolfo Zunino, 2013, Neurocomputing.

Simple Learning with a Teacher via Biased Regularized Least Squares

Sergio Decherchi, Andrea Cavalli, 2018, LOD.

K-Means Clustering for Content-Based Document Management in Intelligence

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2009 .

Distributed Kernel K-Means for Large Scale Clustering pdf

Sergio Decherchi, Marco Jacopo Ferrarotti, Walter Rocchia, 2017, ICAISC 2017.

Low-complexity, linear circuit implementation of support vector machines training

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2008 .

Inductive bias for semi-supervised extreme learning machine

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2016, Neurocomputing.

Hypermetric k-Means Clustering for Content-Based Document Management

Judith Redi, Paolo Gastaldo, Rodolfo Zunino, 2008, CISIS.

Efficient approximate Regularized Least Squares by Toeplitz matrix

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2011, Pattern Recognit. Lett..

Embedded Electronics Systems for Training Support Vector Machines

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

SeaLab Advanced Information Retrieval

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2010, 2010 IEEE Fourth International Conference on Semantic Computing.

Import Vector Domain Description: A Kernel Logistic One-Class Learning Algorithm

Sergio Decherchi, Walter Rocchia, W. Rocchia, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Solving the Linearized Poisson-Boltzmann Equation on GPUs Using CUDA

Amir Fijany, Sergio Decherchi, Jesús Ortiz, 2013, 2013 21st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing.

Efficient Implementation of SVM Training on Embedded Electronic Systems

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2007, WILF.

A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2009, CISIS.

Using Unsupervised Analysis to Constrain Generalization Bounds for Support Vector Classifiers

Davide Anguita, Sandro Ridella, Paolo Gastaldo, 2010, IEEE Transactions on Neural Networks.

Circuit implementation of SVM training

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2009, 2009 International Joint Conference on Neural Networks.

NanoShaper–VMD interface: computing and visualizing surfaces, pockets and channels in molecular systems

Sergio Decherchi, John Stone, Andrea Spitaleri, 2018, Bioinform..

Semi-supervised machine learning approach for unknown malicious software detection

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2014, 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings.

Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2011, Intell. Data Anal..

Extreme Learning Machines [Trends & Controversies]

Victor C. M. Leung, Qiang Liu, Jianping Yin, 2013, IEEE Intelligent Systems.

Non-stationary Data Mining: The Network Security Issue

Judith Redi, Paolo Gastaldo, Rodolfo Zunino, 2008, ICANN.

Fast and Memory-Efficient Import Vector Domain Description

Sergio Decherchi, Andrea Cavalli, 2020, Neural Processing Letters.

Text Clustering for Digital Forensics Analysis

Judith Redi, Rodolfo Zunino, Sergio Decherchi, 2009, CISIS.

Efficient Digital Implementation of Extreme Learning Machines for Classification

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2012, IEEE Transactions on Circuits and Systems II: Express Briefs.

Spathial: an R package for the evolutionary analysis of biological data

Sergio Decherchi, Andrea Cavalli, Federico M Giorgi, 2020, Bioinform..

Maximal-discrepancy bounds for regularized classifiers

Judith Redi, Paolo Gastaldo, Rodolfo Zunino, 2009, 2009 International Joint Conference on Neural Networks.

Cognitive Insights into Sentic Spaces Using Principal Paths

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2019, Cognitive Computation.

Learning the mean: A neural network approach

Sandro Ridella, Sergio Decherchi, Mauro Parodi, 2012, Neurocomputing.

A Text Clustering Framework for Information Retrieval

Judith Redi, Paolo Gastaldo, Rodolfo Zunino, 2009 .

A neural model approach for regularization in the mean estimation case

Sandro Ridella, Sergio Decherchi, Mauro Parodi, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

SIM-ELM: Connecting the ELM model with similarity-function learning

Paolo Gastaldo, Sergio Decherchi, Federica Bisio, 2016, Neural Networks.

Finding Principal Paths in Data Space

Sergio Decherchi, Marco Jacopo Ferrarotti, Walter Rocchia, 2019, IEEE Transactions on Neural Networks and Learning Systems.

CUDA Accelerated Blobby Molecular Surface Generation

Andrea Clematis, Daniele D'Agostino, Antonella Galizia, 2011, PPAM.

Linear SVM for Underwater Magnetic Signals Based Port Protection

Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, 2010 .

CUDA accelerated molecular surface generation

Andrea Clematis, Ivan Merelli, Daniele D'Agostino, 2014, Concurr. Comput. Pract. Exp..

Tactile-Data Classification of Contact Materials Using Computational Intelligence

Maurizio Valle, Paolo Gastaldo, Rodolfo Zunino, 2011, IEEE Transactions on Robotics.

On the Stability of Feature Selection in Multiomics Data

Paolo Vineis, Sergio Decherchi, Andrea Cavalli, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

An Ab Initio Local Principal Path Algorithm

Sergio Decherchi, Andrea Cavalli, Erika Gardini, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Implicit solvent methods for free energy estimation.

Sergio Decherchi, Matteo Masetti, Walter Rocchia, 2015, European journal of medicinal chemistry.

A general and Robust Ray-Casting-Based Algorithm for Triangulating Surfaces at the Nanoscale

Sergio Decherchi, Walter Rocchia, W. Rocchia, 2013, PloS one.