Francesco Masulli

Alessandro E. P. Villa, Wlodzislaw Duch, Péter Érdi, Francesco Masulli, Günther Palm (Eds.): Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7552, Springer 2012, isbn 978-3-642-33268-5

Alessandro E. P. Villa, Wlodzislaw Duch, Péter Érdi, Francesco Masulli, Günther Palm (Eds.): Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7553, Springer 2012, isbn 978-3-642-33265-4

Francesco Masulli, Roberto Tagliaferri: Advances in Computational Intelligence and Bioinformatics. Soft Comput. 15(8): 1457-1458 (2011)

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: Simulated annealing for supervised gene selection. Soft Comput. 15(8): 1471-1482 (2011)

Stefano Rovetta, Francesco Masulli, Tameem Adel: Tuning Graded Possibilistic Clustering by Visual Stability Analysis. WILF 2011: 164-171

Stefano Rovetta, Francesco Masulli: Spectral indexes of quality, diversity and stability in fuzzy clustering. WIRN 2011: 112-119

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: Applying the Possibilistic c-Means Algorithm in Kernel-Induced Spaces. IEEE T. Fuzzy Systems 18(3): 572-584 (2010)

Ekaterina Nosova, Roberto Tagliaferri, Francesco Masulli, Stefano Rovetta: Biclustering by Resampling. CIBB 2010: 147-158

Stefano Rovetta, Francesco Masulli, Maura Edelweiss Monville, Giuseppe Russo: Context analysis in microRNA data: A Rosetta Stone approach. WIRN 2010: 135-143

Francesco Masulli, Leif E. Peterson, Roberto Tagliaferri (Eds.): Computational Intelligence Methods for Bioinformatics and Biostatistics, 6th International Meeting, CIBB 2009, Genoa, Italy, October 15-17, 2009, Revised Selected Papers. Lecture Notes in Computer Science 6160, Springer 2010, isbn 978-3-642-14570-4

Giorgio Valentini, Roberto Tagliaferri, Francesco Masulli: Computational intelligence and machine learning in bioinformatics. Artificial Intelligence in Medicine 45(2-3): 91-96 (2009)

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: Clustering in the membership embedding space. IJKESDP 1(4): 363-375 (2009)

Stefano Rovetta, Francesco Masulli, Maurizio Filippone: Soft ranking in clustering. Neurocomputing 72(7-9): 2028-2031 (2009)

Francesco Masulli, Sushmita Mitra: Natural Computing Methods in Bioinformatics. Information Fusion 10(3): 210 (2009)

Francesco Masulli, Sushmita Mitra: Natural computing methods in bioinformatics: A survey. Information Fusion 10(3): 211-216 (2009)

Aradhya V. N. Manjunath, Francesco Masulli, Stefano Rovetta: A Novel Approach for Biclustering Gene Expression Data Using Modular Singular Value Decomposition. CIBB 2009: 254-265

Francesco Masulli, Alessandro Parini, Stefano Rovetta, Giuseppe Russo: Searching for microRNA prostate cancer target genes. IJCNN 2009: 2021-2026

Stefano Rovetta, Francesco Masulli: An Experimental Validation of Some Indexes of Fuzzy Clustering Similarity. WILF 2009: 132-139

Stefano Rovetta, Francesco Masulli, Maurizio Filippone: The discriminating power of random features. WIRN 2009: 3-10

Francesco Masulli, Roberto Tagliaferri, Gennady Verkhivker (Eds.): Computational Intelligence Methods for Bioinformatics and Biostatistics, 5th International Meeting, CIBB 2008, Vietri sul Mare, Italy, October 3-4, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5488, Springer 2009, isbn 978-3-642-02503-7

Francesco Masulli, Alessio Micheli, Alessandro Sperduti (Eds.): Computational Intelligence and Bioengineering - Essays in Memory of Antonina Starita. Frontiers in Artificial Intelligence and Applications 196, IOS Press 2009, isbn 978-1-60750-010-0

Francesco Masulli: Marketa Zvelebil and Jeremy Baum, Understanding Bioinformatics, Garland Science - Taylor & Francis Group (2007) 800 pp., Paperback, ISBN 978-0-8153-4024-9. Computer Methods and Programs in Biomedicine 91(2): 182 (2008)

Maurizio Filippone, Francesco Camastra, Francesco Masulli, Stefano Rovetta: A survey of kernel and spectral methods for clustering. Pattern Recognition 41(1): 176-190 (2008)

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: Stability and Performances in Biclustering Algorithms. CIBB 2008: 91-101

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: An Experimental Comparison of Kernel Clustering Methods. WIRN 2008: 118-126

Stefano Rovetta, Francesco Masulli: Vector quantization and fuzzy ranks for image reconstruction. Image Vision Comput. 25(2): 204-213 (2007)

Katsuhiro Honda, Hidetomo Ichihashi, Francesco Masulli, Stefano Rovetta: Linear Fuzzy Clustering With Selection of Variables Using Graded Possibilistic Approach. IEEE T. Fuzzy Systems 15(5): 878-889 (2007)

E. Canestrelli, P. Canestrelli, Marco Corazza, Maurizio Filippone, Silvio Giove, Francesco Masulli: Local Learning of Tide Level Time Series using a Fuzzy Approach. IJCNN 2007: 1813-1818

Stefano Rovetta, Francesco Masulli, Maurizio Filippone: Membership Embedding Space Approach and Spectral Clustering. KES (3) 2007: 901-908

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: Possibilistic Clustering in Feature Space. WILF 2007: 219-226

Francesco Masulli, Sushmita Mitra, Gabriella Pasi (Eds.): Applications of Fuzzy Sets Theory, 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy, July 7-10, 2007, Proceedings. Lecture Notes in Computer Science 4578, Springer 2007, isbn 978-3-540-73399-7

Francesco Masulli, Alfredo Petrosino: Advances in fuzzy sets and rough sets. Int. J. Approx. Reasoning 41(2): 75-76 (2006)

A. M. Massone, Léonard Studer, Francesco Masulli: Possibilistic clustering approach to trackless ring Pattern Recognition in RICH counters. Int. J. Approx. Reasoning 41(2): 96-109 (2006)

Stefano Rovetta, Francesco Masulli: Shared farthest neighbor approach to clustering of high dimensionality, low cardinality data. Pattern Recognition 39(12): 2415-2425 (2006)

Francesco Masulli, Stefano Rovetta: Soft transition from probabilistic to possibilistic fuzzy clustering. IEEE T. Fuzzy Systems 14(4): 516-527 (2006)

Maurizio Filippone, Francesco Masulli, Stefano Rovetta, Sushmita Mitra, Haider Banka: Possibilistic Approach to Biclustering: An Application to Oligonucleotide Microarray Data Analysis. CMSB 2006: 312-322

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: Supervised Classification and Gene Selection Using Simulated Annealing. IJCNN 2006: 3566-3571

Katsuhiro Honda, Hidetomo Ichihashi, Akira Notsu, Francesco Masulli, Stefano Rovetta: Several Formulations for Graded Possibilistic Approach to Fuzzy Clustering. RSCTC 2006: 939-948

Vito Di Gesù, Francesco Masulli, Alfredo Petrosino (Eds.): Fuzzy Logic and Applications, 5th International Workshop, WILF 2003, Naples, Italy, October 9-11, 2003, Revised Selected Papers. Lecture Notes in Computer Science 2955, Springer 2006, isbn 3-540-31019-3

G. B. Ferrara, L. Delfino, Francesco Masulli, Stefano Rovetta, R. Sensi: A fuzzy approach to image analysis in HLA typing using oligonucleotide microarrays. Fuzzy Sets and Systems 152(1): 37-48 (2005)

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: Unsupervised Gene Selection and Clustering Using Simulated Annealing. WILF 2005: 229-235

Stefano Rovetta, Francesco Masulli, Maurizio Filippone: Soft Rank Clustering. WIRN/NAIS 2005: 207-213

Francesco Masulli, Giorgio Valentini: An experimental analysis of the dependence among codeword bit errors in ECOC learning machines. Neurocomputing 57: 189-214 (2004)

Francesco Masulli, Giorgio Valentini: Effectiveness of error correcting output coding methods in ensemble and monolithic learning machines. Pattern Anal. Appl. 6(4): 285-300 (2004)

Davide Buscaldi, Paolo Rosso, Francesco Masulli: Integrating Conceptual Density with WordNet Domains and CALD Glosses for Noun Sense Disambiguation. EsTAL 2004: 183-194

G. B. Ferrara, L. Delfino, Francesco Masulli, Stefano Rovetta, R. Sensi: Analysis of Oligonucleotide Microarray Images Using a Fuzzy Sets Approach in HLA Typing. WIRN 2004: 53-61

Maurizio Filippone, Francesco Masulli, Stefano Rovetta: ERAF: A R Package for Regression and Forecasting. WIRN 2004: 165-173

Francesco Masulli, Stefano Rovetta: Random Voronoi ensembles for gene selection. Neurocomputing 55(3-4): 721-726 (2003)

Daniela Baratta, Giovambattista Cicioni, Francesco Masulli, Léonard Studer: Application of an ensemble technique based on singular spectrum analysis to daily rainfall forecasting. Neural Networks 16(3-4): 375-387 (2003)

Paolo Rosso, Francesco Masulli, Davide Buscaldi: Un Método Automático para la Desambiguación Léxica de Nombres. Revista Colombiana de Computación 4(1) (2003)

Paolo Rosso, Francesco Masulli, Davide Buscaldi, Ferran Pla, Antonio Molina: Automatic Noun Sense Disambiguation. CICLing 2003: 273-276

Francesco Masulli, Stefano Rovetta: Fuzzy Concepts in Vector Quantization Training. WILF 2003: 279-288

Francesco Masulli, Stefano Rovetta: An Algorithm to Model Paradigm Shifting in Fuzzy Clustering. WIRN 2003: 70-76

Francesco Masulli, Stefano Rovetta: Gene Selection Using Random Voronoi Ensembles. WIRN 2003: 302-307

Giorgio Valentini, Francesco Masulli: NEURObjects: an object-oriented library for neural network development. Neurocomputing 48(1-4): 623-646 (2002)

Nicola Giusti, Francesco Masulli, Alessandro Sperduti: Theoretical and Experimental Analysis of a Two-Stage System for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 24(7): 893-904 (2002)

Francesco Masulli, Matteo Pardo, Giorgio Sberveglieri, Giorgio Valentini: Boosting and Classification of Electronic Nose Data. Multiple Classifier Systems 2002: 262-271

Giorgio Valentini, Francesco Masulli: Ensembles of Learning Machines. WIRN 2002: 3-22

Anna Maria Massone, Léonard Studer, Francesco Masulli: Possibilistic rings detection for RICH pattern recognition. EUSFLAT Conf. 2001: 63-66

Francesco Masulli, Giorgio Valentini: Dependence among Codeword Bits Errors in ECOC Learning Machines: An Experimental Analysis. Multiple Classifier Systems 2001: 158-167

Francesco Masulli, Giorgio Valentini: Parallel Non Linear Dichotomizers. IJCNN (2) 2000: 29-36

Francesco Masulli, Giorgio Valentini: Comparing decomposition methods for classification. KES 2000: 788-791

A. M. Massone, Léonard Studer, Francesco Masulli: Pattern recognition in RICH counters using the Possibilistic C-Spherical Shell algorithm. KES 2000: 792-795

Francesco Masulli, Giorgio Valentini: Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems. Multiple Classifier Systems 2000: 107-116

Francesco Masulli, Andrea Schenone: A fuzzy clustering based segmentation system as support to diagnosis in medical imaging. Artificial Intelligence in Medicine 16(2): 129-147 (1999)

P. Bogus, A. M. Massone, Francesco Masulli: A Simulated Annealing C-Means Clustering Algorithm. IIA/SOCO 1999

M. Corte, Francesco Masulli, M. Raini, Matteo Pardo, G. Faglia, Giorgio Sberveglieri: Reliability Neuro-Control of an Array of Sensors by Cross-Monitoring of Working-State. IIA/SOCO 1999

Riccardo Parenti, Carla Penno, Daniela Baratta, Francesco Masulli, M. Tausel: A Very High Speed Industrial Neural Network Classification System Based on Custom VLSI Implementation. IIA/SOCO 1999

Giorgio Valentini, Francesco Masulli: NEURObjects: A Set of Library Classes for Neural Networks Development. IIA/SOCO 1999

Francesco Masulli, Riccardo Parenti (Eds.): Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), June 1-4, 1999, Genova, Italy. ICSC Academic Press, Rochester, NY, USA 1999, isbn 3-906454-16-9