F. Masulli

发表

BFGS Optimization for Faster and Automated Supervised Learning

Roberto Battiti, Francesco Masulli, R. Battiti, 1990 .

Applications of Fuzzy Sets Theory, 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy, July 7-10, 2007, Proceedings

Sushmita Mitra, Francesco Masulli, Gabriella Pasi, 2007, WILF.

Decompositive classification models for electronic noses

F. Masulli, G. Valentini, A. Taroni, 2001 .

Evolution Strategy for the C-Means Algorithm : Application to multimodal image segmentation

F. Masulli, 2013 .

Brain Tumor Detection and Classification from Multi-Channel MRIs using Deep Learning and Transfer Learning

F. Masulli, Subhashis Banerjee, S. Mitra, 2017 .

POST-CONFERENCE WORKSHOP ON COMPUTATIONAL INTELLIGENCE APPROACHES FOR THE ANALYSIS OF BIOINFORMATICS DATA CI-BIO 2007

F. Masulli, R. Tagliaferri, 2007 .

DISI-TR-02-xx An Ensemble Technique based on Singular Spectrum Analysis applied to Daily Rainfall Forecasting

F. Masulli, D. Baratta, 2003 .

Daily rainfall forecasting using an ensemble technique based on singular spectrum analysis

Francesco Masulli, Daniela Baratta, Giovambattista Cicioni, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Effect of different font sizes and of spaces between words on eye movement performance: An eye tracker study in dyslexic and non-dyslexic children

F. Masulli, M. Bucci, C. Gérard, 2018, Vision Research.

Rough annealing by two-step clustering, with application to neuronal signals

M. L. Sotgiu, F. Masulli, A. Spalvieri, 1998, Journal of Neuroscience Methods.

Fuzzy Central Approaches to Biclustering

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2008 .

Probabilistic versus Possibilistic Fuzzy Clustering : An Unifying Model

F. Masulli, S. Rovetta, 2022 .

Predicting microRNA Prostate Cancer Target Genes

F. Masulli, G. Russo, S. Rovetta, 2010 .

Ensembling and Clustering Approach to Gene Selection

F. Masulli, S. Rovetta, 2004 .

Revised Selected Papers of the First International Workshop on Clustering High--Dimensional Data - Volume 7627

Alfredo Petrosino, Francesco Masulli, Stefano Rovetta, 2012 .

Introduction to Bioinformatics Data Sets Mining Using Fuzzy Biclustering

Francesco Masulli, Stefano Rovetta, F. Masulli, 2009 .

Computational Intelligence and Bioengineering

Alessio Micheli, Alessandro Sperduti, Francesco Masulli, 2009 .

Advances in fuzzy sets and rough sets

Alfredo Petrosino, Francesco Masulli, F. Masulli, 2006, Int. J. Approx. Reason..

Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory

Sushmita Mitra, Francesco Masulli, Gabriella Pasi, 2007 .

The response function of organic scintillators to fast neutrons

F. Masulli, M. Anghinolfi, G. Ricco, 1979 .

A Cost-Effective Eye-Tracker for Early Detection of Mild Cognitive Impairment

F. Masulli, S. Rovetta, Danilo Greco, 2022, 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON).

Biclustering Bioinformatics Data Sets:. a Possibilistic Approach

Francesco Masulli, F. Masulli, 2007 .

Soft Computing Applications (Advances in Intelligent and Soft Computing)

Francesco Masulli, Andrea Bonarini, Gabriella Pasi, 2003 .

Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II

Günther Palm, Péter Érdi, Francesco Masulli, 2012 .

Searching for microRNA prostate cancer target genes

Francesco Masulli, Alessandro Parini, Stefano Rovetta, 2009, 2009 International Joint Conference on Neural Networks.

Efficient on-the-fly Web bot detection

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2021, Knowl. Based Syst..

Audio Surveillance of Road Traffic: An Approach Based on Anomaly Detection and Interval Type-2 Fuzzy Sets

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2021, Joint Proceedings of the 19th World Congress of the International Fuzzy Systems Association (IFSA), the 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), and the 11th International Summer School on Aggregation Operators (AG.

A Very High Speed Industrial Neural Network Classification System Based on Custom VLSI Implementation

Francesco Masulli, Riccardo Parenti, Daniela Baratta, 1999, IIA/SOCO.

A Simulated Annealing C-Means Clustering Algorithm

Francesco Masulli, A. M. Massone, P. Bogus, 1999, IIA/SOCO.

Online Spectral Clustering and the Neural Mechanisms of Concept Formation

Francesco Masulli, Stefano Rovetta, F. Masulli, 2015, Advances in Neural Networks.

Artificial Neural Networks and Machine Learning – ICANN 2012

Péter Érdi, Gerhard Goos, Juris Hartmanis, 2012, Lecture Notes in Computer Science.

Anomaly detection based on interval-valued fuzzy sets: Application to rare sound event detection

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2021, WILF.

22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II

Péter Érdi, Francesco Masulli, Włodzisław Duch, 2012 .

Random Voronoi Ensembles for Gene Selection in DNA Microarray Data

Francesco Masulli, Stefano Rovetta, F. Masulli, 2005 .

NEW TRENDS IN FUZZY LOGIC

Francesco Masulli, Andrea Bonarini, Alfredo Petrosino, 1996, New Trends in Fuzzy Logic.

Dealing with Uncertainty in Anomalous Audio Event Detection Using Fuzzy Modeling

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2021, UKCI.

A fuzzy approach to image analysis in HLA typing using oligonucleotide microarrays

Francesco Masulli, Stefano Rovetta, L. Delfino, 2005, Fuzzy Sets Syst..

Reliability Neuro-Control of an Array of Sensors by Cross-Monitoring of Working-State

Francesco Masulli, Matteo Pardo, Giorgio Sberveglieri, 1999, IIA/SOCO.

Understanding Bioinformatics, Marketa Zvelebil, Jeremy Baum. Garland Science—Taylor & Francis Group (2007), 800 pp., Paperback, ISBN: 0-8153-4024-9/ISBN-13: 978-0-8153-4024-9, 111.00 US $ (Amazon.com), 41.99 £ (amazon. UK), 64.99 EUR (amazon.de)

Francesco Masulli, F. Masulli, 2008 .

Clustering of nonstationary data streams: A survey of fuzzy partitional methods

Francesco Masulli, Stefano Rovetta, Amr Abdullatif, 2018, WIREs Data Mining Knowl. Discov..

Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics

Francesco Masulli, Roberto Tagliaferri, Leif E. Peterson, 2009 .

Natural Computing Methods in Bioinformatics

Sushmita Mitra, Francesco Masulli, F. Masulli, 2009, Inf. Fusion.

Fuzzy Logic and Applications : 10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013. Proceedings

Francesco Masulli, Ronald R. Yager, Gabriella Pasi, 2013 .

Computational Intelligence Methods for Bioinformatics and Biostatistics, 5th International Meeting, CIBB 2008, Vietri sul Mare, Italy, October 3-4, 2008, Revised Selected Papers

Francesco Masulli, Roberto Tagliaferri, Gennady M Verkhivker, 2009, CIBB.

Computational intelligence and machine learning in bioinformatics

Giorgio Valentini, Francesco Masulli, Roberto Tagliaferri, 2009, Artif. Intell. Medicine.

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), June 1-4, 1999, Genova, Italy

Francesco Masulli, Riccardo Parenti, F. Masulli, 1999, IIA/SOCO.

A neural bootstrap for the possibilistic C-mean algorithm

Francesco Masulli, F. Masulli, A. Schenone, 1997 .

Interactive graphical system for segmentation of multimodal medical volumes using fuzzy clustering

Francesco Masulli, A. Schenone, A. M. Massone, 1998 .

Computational Intelligence and Bioengineering - Essays in Memory of Antonina Starita

Alessio Micheli, Alessandro Sperduti, Francesco Masulli, 2009, Computational Intelligence and Bioengineering.

A System for the Automatic Morphological Analysis of Mediaeval Manuscripts

Alessandro Sperduti, Antonina Starita, Francesco Masulli, 1996 .

Fuzzy Logic and Applications - 10th International Workshop, WILF 2013, Proceedings

Francesco Masulli, Ronald R. Yager, Gabriella Pasi, 2013 .

Artificial Neural Networks and Machine Learning - ICANN 2012 : 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I

Günther Palm, Péter Érdi, Francesco Masulli, 2012 .

Optimisation of clustering algorithms for the reconstruction of events started by a 1 GeV photon beam in a segmented BGO calorimeter

F. Masulli, A. Massone, D. Moricciani, 1999 .

Community Detection in Protein-Protein Interaction Networks Using Spectral and Graph Approaches

Francesco Masulli, Stefano Rovetta, Giuseppe Russo, 2013, CIBB.

Fuzzy Clustering for Exploratory Analysis of EEG Event-Related Potentials

Francesco Masulli, Stefano Rovetta, Alessandro E. P. Villa, 2020, IEEE Transactions on Fuzzy Systems.

Clustering High-Dimensional Data

Francesco Masulli, Stefano Rovetta, F. Masulli, 2012, CHDD.

Soft transition from probabilistic to possibilistic fuzzy clustering

Francesco Masulli, Stefano Rovetta, F. Masulli, 2006, IEEE Transactions on Fuzzy Systems.

An Experimental Analysis of the Dependence Among Codeword Bit Errors in Ecoc Learning Machines

Giorgio Valentini, Francesco Masulli, F. Masulli, 2002, Neurocomputing.

Stochastic Dynamics and Input Dimensionality in a Two-Layer Neuronal Network for Modelling Multistable Perception

Massimo Riani, Enrico Simonotto, Francesco Masulli, 1990 .

Comparison of Methods for Community Detection in Networks

Francesco Masulli, Stefano Rovetta, Amr Abdullatif, 2016, ICANN.

A survey of kernel and spectral methods for clustering

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2008, Pattern Recognit..

Anomalous sound event detection: A survey of machine learning based methods and applications

F. Masulli, S. Rovetta, Z. Mnasri, 2021, Multimedia Tools and Applications.

A Quality-Driven Ensemble Approach to Automatic Model Selection in Clustering

Francesco Masulli, Stefano Rovetta, Hassan Mahmoud, 2013, WIRN.

Epigenetics, MicroRNAs, and Cancer: An Update

F. Masulli, A. Giordano, Letizia Cito, 2011 .

Soft ranking in clustering

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2009, Neurocomputing.

Shared farthest neighbor approach to clustering of high dimensionality, low cardinality data

Francesco Masulli, Stefano Rovetta, F. Masulli, 2006, Pattern Recognit..

A new approach to hierarchical clustering for the analysis of genomic data

F. Masulli, F. Masulli, 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..

Applying the Possibilistic c-Means Algorithm in Kernel-Induced Spaces

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2010, IEEE Transactions on Fuzzy Systems.

Natural computing methods in bioinformatics: A survey

Sushmita Mitra, Francesco Masulli, F. Masulli, 2009, Inf. Fusion.

Glioma Classification Using Deep Radiomics

Subhashis Banerjee, Sushmita Mitra, Stefano Rovetta, 2020, SN Computer Science.

Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI pdf

Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, 2019, ArXiv.

Tracking Time Evolving Data Streams for Short-Term Traffic Forecasting

Francesco Masulli, Stefano Rovetta, Amr Abdullatif, 2017, Data Science and Engineering.

Layered ensemble model for short-term traffic flow forecasting with outlier detection

Francesco Masulli, Stefano Rovetta, Amr Abdullatif, 2016, 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI).

Application of an ensemble technique based on singular spectrum analysis to daily rainfall forecasting

Francesco Masulli, Daniela Baratta, Léonard Studer, 2003, Neural Networks.

Discontinuous and Intermittent Signal Forecasting: A Hybrid Approach

Francesco Masulli, F. Masulli, 2001 .

Neural Modeling of Non-Linear Processes: Relevance of the Takens-Mane Theorem

Francesco Masulli, Leonard Studerz, F. Masulli, 1999 .

Measuring Clustering Model Complexity

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2017, ICANN.

Proof of the Universal Approximation of a Set of Fuzzy functions

F. Masulli, M. Marinaro, D. Oricchio, 1997 .

Anomaly detection based on interval-valued fuzzy sets: Application to rare sound event detection

F. Masulli, S. Rovetta, Z. Mnasri, 2021, International Workshop on Fuzzy Logic and Applications.

Detection of Hazardous Road Events From Audio Streams: An Ensemble Outlier Detection Approach

Stefano Rovetta, Zied Mnasri, Francesco Masulli, 2020, 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS).

Word sense disambiguation combining conceptual distance, frequency and gloss

F. Masulli, P. Rosso, D. Buscaldi, 2003, International Conference on Natural Language Processing and Knowledge Engineering, 2003. Proceedings. 2003.

The "Probabilistic Rand Index": A Look from Some Different Perspectives

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2020, Neural Approaches to Dynamics of Signal Exchanges.

ERAF: A R Package for Regression and Forecasting

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2004, WIRN.

Possibilistic clustering approach to trackless ring Pattern Recognition in RICH counters

Francesco Masulli, A. M. Massone, Léonard Studer, 2006, Int. J. Approx. Reason..

Biclustering of Microarray Data based on Modular Singular Value Decomposition

Francesco Masulli, Stefano Rovetta, Manjunath Aradhya, 2009 .

Computational Intelligence and Machine Learning Methods in Bioinformatics

Giorgio Valentini, Francesco Masulli, Roberto Tagliaferri, 2008 .

Soft Computing Applications

Francesco Masulli, Andrea Bonarini, Gabriella Pasi, 2003 .

Simulated annealing for supervised gene selection

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2011, Soft Comput..

Bot recognition in a Web store: An approach based on unsupervised learning

Francesco Masulli, Stefano Rovetta, Grażyna Suchacka, 2020, J. Netw. Comput. Appl..

Ensembles of Learning Machines

Giorgio Valentini, Francesco Masulli, F. Masulli, 2002, WIRN.

A New Approach toHierarchicalClustering forthe Analysisof Genomic Data

F. Masulli, S. Rovetta, 2005 .

A Novel Pitch Detection Algorithm Based On Instantaneous Frequency

Francesco Masulli, Stefano Rovetta, Zied Mnasri, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Hubs and Communities Identification in Dynamical Financial Networks

Francesco Masulli, Stefano Rovetta, Marina Resta, 2015, Advances in Neural Networks.

Effectiveness of error correcting output coding methods in ensemble and monolithic learning machines

F. Masulli, G. Valentini, 2003 .

Parallel non-linear dichotomizers

Giorgio Valentini, Francesco Masulli, F. Masulli, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems

Giorgio Valentini, Francesco Masulli, F. Masulli, 2000, Multiple Classifier Systems.

Effectiveness of error correcting output coding methods in ensemble and monolithic learning machines

Giorgio Valentini, Francesco Masulli, F. Masulli, 2003, Formal Pattern Analysis & Applications.

NEURObjects: an object-oriented library for neural network development

Giorgio Valentini, Francesco Masulli, F. Masulli, 2002, Neurocomputing.

Soft Clustering: Why and How-To

Francesco Masulli, Stefano Rovetta, F. Masulli, 2018, WILF.

Artificial Neural Networks and Machine Learning – ICANN 2012

Günther Palm, Péter Érdi, Francesco Masulli, 2012, Lecture Notes in Computer Science.

Theoretical and Experimental Analysis of a Two-Stage System for Classification

Alessandro Sperduti, Francesco Masulli, Nicola Giusti, 2002, IEEE Trans. Pattern Anal. Mach. Intell..

Supervised Classification and Gene Selection Using Simulated Annealing

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Fuzzy Clustering Methods for the Segmentation of Multimodal Medical Images

Francesco Masulli, A. Schenone, A. M. Massone, 2000 .

Fuzzy Clustering Methods for the Segmentation of Multivariate Medical Images

F. Masulli, P. Boguś, F. Masulli, 1997 .

A Novel Approach for Biclustering Gene Expression Data Using Modular Singular Value Decomposition

Francesco Masulli, Stefano Rovetta, V. N. Manjunath Aradhya, 2009, CIBB.

The discriminating power of random features

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2009, WIRN.

An ensemble approach to variable selection for classification of DNA microarray data

Francesco Masulli, Stefano Rovetta, F. Masulli, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

Emotion Recognition from Speech: An Unsupervised Learning Approach

Stefano Rovetta, Alberto Cabri, Zied Mnasri, 2020, Int. J. Comput. Intell. Syst..

Emotional Content Comparison in Speech Signal Using Feature Embedding

Stefano Rovetta, Zied Mnasri, Francesco Masulli, 2017, IIH-MSP.

An assistive mobile system supporting blind and visual impaired people when are outdoor

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2017, 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI).

Analysis of Oligonucleotide Microarray Images Using a Fuzzy Sets Approach in HLA Typing

Francesco Masulli, Stefano Rovetta, L. Delfino, 2004, WIRN.

Stability and Performances in Biclustering Algorithms

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2009, CIBB.

Online Web Bot Detection Using a Sequential Classification Approach

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2018, 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS).

End-to-end quantum-inspired method for vehicle classification based on video stream

F. Masulli, Rachid Oulad Haj Thami, S. Rovetta, 2022, Neural Computing and Applications.

Random Voronoi ensembles for gene selection

Francesco Masulli, Stefano Rovetta, F. Masulli, 2003, Neurocomputing.

Gene Selection Using Random Voronoi Ensembles

Francesco Masulli, Stefano Rovetta, F. Masulli, 2003, WIRN.

Letters Random Voronoi ensembles for gene selection

Francesco Masulli, Stefano Rovetta, F. Masulli, 2003 .

Quantitative evaluation of dependence among outputs in ECOC classifiers using mutual information based measures

Giorgio Valentini, Francesco Masulli, F. Masulli, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Brain Tumor Detection and Classification from Multi-sequence MRI: Study Using ConvNets

Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, 2018, BrainLes@MICCAI.

Audio surveillance of roads using deep learning and autoencoder-based sample weight initialization

Stefano Rovetta, Zied Mnasri, Francesco Masulli, 2020, 2020 IEEE 20th Mediterranean Electrotechnical Conference ( MELECON).

A time delay neural network for estimation of gas concentrations in a mixture

Massimo Riani, Francesco Masulli, Guido Faglia, 2000 .

Graded Possibilistic Clustering of Non-stationary Data Streams

Francesco Masulli, Stefano Rovetta, Amr Abdullatif, 2016, WILF.

Possibilistic Clustering in Feature Space

Francesco Masulli, Stefano Rovetta, Maurizio Filippone, 2007, WILF.

Possibilistic Approach to Biclustering: An Application to Oligonucleotide Microarray Data Analysis

Sushmita Mitra, Francesco Masulli, Stefano Rovetta, 2006, CMSB.

Linear Fuzzy Clustering With Selection of Variables Using Graded Possibilistic Approach

Hidetomo Ichihashi, Katsuhiro Honda, Francesco Masulli, 2007, IEEE Transactions on Fuzzy Systems.

Toward development of PreVoid alerting system for nocturnal enuresis patients: A fuzzy-based approach for determining the level of liquid encased in urinary bladder

Francesco Masulli, Stefano Rovetta, Javad Yazdani, 2020, Artif. Intell. Medicine.

Ambiguity and structural information in the perception of reversible figures

F Masulli, F. Masulli, M Riani, 1989, Perception & psychophysics.

23rd Italian Workshop on Neural Networks

Bruno Apolloni, Simone Bassis, Anna Esposito, 2013 .

Semantic Clustering for Identifying Overlapping Biological Communities

Francesco Masulli, Stefano Rovetta, Hassan Mahmoud, 2016, CIBB.

Detecting Overlapping Protein Communities in Disease Networks

Francesco Masulli, Stefano Rovetta, Giuseppe Russo, 2014, CIBB.

Fuzzy Logic and Applications

Francesco Masulli, Silvio Giove, Robert Fullér, 2018, Lecture Notes in Computer Science.

Bot or Not? A Case Study on Bot Recognition from Web Session Logs

Francesco Masulli, Stefano Rovetta, Alberto Cabri, 2017, Quantifying and Processing Biomedical and Behavioral Signals.

Computational Intelligence Methods for Bioinformatics and Biostatistics

Francesco Masulli, Roberto Tagliaferri, Gennady M. Verkhivker, 2013, Lecture Notes in Computer Science.

Unsupervised Analysis of Event-Related Potentials (ERPs) During an Emotional Go/NoGo Task

Francesco Masulli, Stefano Rovetta, Alessandro E. P. Villa, 2016, WILF.

Boosting and Classification of Electronic Nose Data

Giorgio Valentini, Francesco Masulli, Matteo Pardo, 2002, Multiple Classifier Systems.

Fall Detection Using an Ensemble of Learning Machines

Francesco Masulli, Stefano Rovetta, Hassan Mahmoud, 2012, WIRN.

A fuzzy clustering based segmentation system as support to diagnosis in medical imaging

Andrea Schenone, Francesco Masulli, F. Masulli, 1999, Artif. Intell. Medicine.