Rodolfo Zunino

Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria, Judith Redi: Circular-ELM for the reduced-reference assessment of perceived image quality. Neurocomputing 102: 78-89 (2013)

Sergio Decherchi, Paolo Gastaldo, Alessio Leoncini, Rodolfo Zunino: Efficient Digital Implementation of Extreme Learning Machines for Classification. IEEE Trans. on Circuits and Systems 59-II(8): 496-500 (2012)

Sergio Decherchi, Paolo Gastaldo, Fabio Sangiacomo, Alessio Leoncini, Rodolfo Zunino: Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications. Intell. Data Anal. 15(2): 193-214 (2011)

Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino: Efficient approximate Regularized Least Squares by Toeplitz matrix. Pattern Recognition Letters 32(3): 468-475 (2011)

Sergio Decherchi, Paolo Gastaldo, Ravinder S. Dahiya, Maurizio Valle, Rodolfo Zunino: Tactile-Data Classification of Contact Materials Using Computational Intelligence. IEEE Transactions on Robotics 27(3): 635-639 (2011)

Sergio Decherchi, Davide Leoncini, Paolo Gastaldo, Rodolfo Zunino, Osvaldo Faggioni, Maurizio Soldani: Computational intelligence methods for underwater magnetic-based protection systems. IJCNN 2011: 238-245

Alessio Leoncini, Fabio Sangiacomo, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino: Semantic Oriented Clustering of Documents. ISNN (3) 2011: 523-529

Alessio Leoncini, Fabio Sangiacomo, Chiara Peretti, Sonia Argentesi, Rodolfo Zunino, Erik Cambria: Semantic Models for Style-Based Text Clustering. ICSC 2011: 75-82

Paolo Buschiazzo, Davide Leoncini, Rodolfo Zunino, Anna Marina Scapolla: A Web-Based Laboratory for Digital Signal Processing. iJOE 6(S1): 6-11 (2010)

Judith Redi, Paolo Gastaldo, Ingrid Heynderickx, Rodolfo Zunino: Color Distribution Information for the Reduced-Reference Assessment of Perceived Image Quality. IEEE Trans. Circuits Syst. Video Techn. 20(12): 1757-1769 (2010)

Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, Paolo Gastaldo, Davide Anguita: Using unsupervised analysis to constrain generalization bounds for support vector classifiers. IEEE Transactions on Neural Networks 21(3): 424-438 (2010)

Hantao Liu, Judith Redi, Hani Alers, Rodolfo Zunino, Ingrid Heynderickx: No-reference image quality assessment based on localized gradient statistics: application to JPEG and JPEG2000. Human Vision and Electronic Imaging 2010: 75271

Fabio Sangiacomo, Alessio Leoncini, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino: SeaLab Advanced Information Retrieval. ICSC 2010: 444-445

Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino: Neural projection techniques for the visual inspection of network traffic. Neurocomputing 72(16-18): 3649-3658 (2009)

Sergio Decherchi, Simone Tacconi, Judith Redi, Alessio Leoncini, Fabio Sangiacomo, Rodolfo Zunino: Text Clustering for Digital Forensics Analysis. CISIS 2009: 29-36

Davide Leoncini, Sergio Decherchi, Osvaldo Faggioni, Paolo Gastaldo, Maurizio Soldani, Rodolfo Zunino: A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection. CISIS 2009: 37-44

Judith Redi, Paolo Gastaldo, Rodolfo Zunino: Hybrid Neural Systems for Reduced-Reference Image Quality Assessment. ICANN (2) 2009: 684-693

Judith Redi, Hantao Liu, Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx: How to apply spatial saliency into objective metrics for JPEG compressed images? ICIP 2009: 961-964

Sergio Decherchi, Paolo Gastaldo, Mauro Parodi, Rodolfo Zunino: Circuit implementation of SVM training. IJCNN 2009: 646-651

Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino: Maximal-discrepancy bounds for regularized classifiers. IJCNN 2009: 652-656

Emilio Corchado, Rodolfo Zunino, Paolo Gastaldo, Álvaro Herrero (Eds.): Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, CISIS'08, Genova, Italy, October 23-24, 2008. Advances in Soft Computing 53, Springer 2009, isbn 978-3-540-88180-3

Álvaro Herrero, Paolo Gastaldo, Rodolfo Zunino, Emilio Corchado (Eds.): Computational Intelligence in Security for Information Systems - CISIS'09, 2nd International Workshop, Burgos, Spain, 23-26 September 2009 Proceedings. Advances in Intelligent and Soft Computing 63, Springer 2009, isbn 978-3-642-04090-0

Paolo Gastaldo, Giovanni Parodi, Rodolfo Zunino: Enhanced Montgomery Multiplication on DSP Architectures for Embedded Public-Key Cryptosystems. EURASIP J. Emb. Sys. 2008 (2008)

Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino: Hypermetric k-Means Clustering for Content-Based Document Management. CISIS 2008: 61-68

Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino: Non-stationary Data Mining: The Network Security Issue. ICANN (2) 2008: 32-41

Judith Redi, Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx: Co-occurrence Matrixes for the Quality Assessment of Coded Images. ICANN (1) 2008: 897-906

Paolo Gastaldo, Giovanni Parodi, Judith Redi, Rodolfo Zunino: No-Reference Quality Assessment of JPEG Images by Using CBP Neural Networks. ICANN (2) 2007: 564-572

Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino: Intrusion Detection at Packet Level by Unsupervised Architectures. IDEAL 2007: 718-727

Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino: A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems. IWANN 2007: 1138-1146

Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, Álvaro Herrero, Emilio Corchado, José Manuel Sáiz: IDS Based on Bio-inspired Models. KES (2) 2007: 133-140

Paolo Gastaldo, Giovanni Parodi, Sergio Decherchi, Rodolfo Zunino: Efficient Implementation of SVM Training on Embedded Electronic Systems. WILF 2007: 269-276

Paolo Gastaldo, Sandro Ridella, Rodolfo Zunino: Prospects of quantum-classical optimization for digital design. Applied Mathematics and Computation 179(2): 581-595 (2006)

Sergio Decherchi, Giovanni Parodi, Paolo Gastaldo, Rodolfo Zunino: Embedded Electronics Systems for Training Support Vector Machines. IJCNN 2006: 2838-2844

Paolo Gastaldo, Rodolfo Zunino: Neural networks for the no-reference assessment of perceived quality. J. Electronic Imaging 14(3): 033004 (2005)

Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario: Objective quality assessment of displayed images by using neural networks. Sig. Proc.: Image Comm. 20(7): 643-661 (2005)

Sandro Ridella, Rodolfo Zunino: Using K-Winner Machines for domain analysis. Neurocomputing 62: 367-388 (2004)

Paolo Gastaldo, Rodolfo Zunino: No-reference quality assessment of JPEG images by using CBP neural networks. ISCAS (5) 2004: 772-775

Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino: Hyperparameter design criteria for support vector classifiers. Neurocomputing 55(1-2): 109-134 (2003)

Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino: Quantum optimization for training support vector machines. Neural Networks 16(5-6): 763-770 (2003)

Massimiliano Bracco, Sandro Ridella, Rodolfo Zunino: Digital implementation of hierarchical vector quantization. IEEE Transactions on Neural Networks 14(5): 1072-1084 (2003)

Paolo Gastaldo, Rodolfo Zunino, Stefano Rovetta: Objective assessment of MPEG-2 video quality. J. Electronic Imaging 11(3): 365-374 (2002)

Paolo Gastaldo, Stefano Rovetta, Rodolfo Zunino: Objective quality assessment of MPEG-2 video streams by using CBP neural networks. IEEE Transactions on Neural Networks 13(4): 939-947 (2002)

Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario: Circular Back-Propagation Networks for Measuring Displayed Image Quality. ICANN 2002: 1219-1224

Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino: Automatic Hyperparameter Tuning for Support Vector Machines. ICANN 2002: 1345-1350

P. Carrai, Ingrid Heynderickx, Paolo Gastaldo, Rodolfo Zunino: Image quality assessment by using neural networks. ISCAS (5) 2002: 253-256

Paolo Gastaldo, Rodolfo Zunino: Hausdorff distance for target detection. ISCAS (5) 2002: 661-664

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: K-winner machines for pattern classification. IEEE Transactions on Neural Networks 12(2): 371-385 (2001)

Sandro Ridella, Rodolfo Zunino: Empirical measure of multiclass generalization performance: the K-winner machine case. IEEE Transactions on Neural Networks 12(6): 1525-1529 (2001)

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: The K-Winner Machine Model. IJCNN (1) 2000: 106-113

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: Representation and generalization properties of class-entropy networks. IEEE Transactions on Neural Networks 10(1): 31-47 (1999)

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: Circular backpropagation networks embed vector quantization. IEEE Transactions on Neural Networks 10(4): 972-975 (1999)

Stefano Rovetta, Rodolfo Zunino: VLSI circuits with fractal layout for spatial image decorrelation. ISCAS (4) 1999: 110-113

Rodolfo Zunino, Stefano Rovetta: Visual location of license plates by vector quantization. ISCAS (4) 1999: 135-138

Stefano Rovetta, Rodolfo Zunino: Analog vector quantization chip for flexible video compression systems. ISCAS (4) 1999: 367-370

Fabio Ancona, Stefano Rovetta, Rodolfo Zunino: An Image-Recognition System Implemented on Hierarchical Parallel Architectures. IJPRAI 12(3): 293-310 (1998)

Fabio Ancona, Rodolfo Zunino: Hypercube structures with high-connectivity supporting nodes. Journal of Systems Architecture 44(9-10): 803-814 (1998)

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: Plastic Algorithm for Adaptive Vector Quantisation. Neural Computing and Applications 7(1): 37-51 (1998)

Fabio Ancona, Anna Maria Colla, Stefano Rovetta, Rodolfo Zunino: Implementing Probabilistic Neural Networks. Neural Computing and Applications 5(3): 152-159 (1997)

Fabio Ancona, Stefano Rovetta, Rodolfo Zunino: Transputer-Based Implementation of Distributed Associative Memories. Parallel Computing 23(10): 1479-1491 (1997)

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: Circular backpropagation networks for classification. IEEE Trans. Neural Netw. Learning Syst. 8(1): 84-97 (1997)

Fabio Ancona, Rodolfo Zunino: Optimal data allocation for processor-tree architectures. EUROMICRO 1997: 351-358

Fabio Ancona, Stefano Rovetta, Rodolfo Zunino: High performance in tree-based parallel architectures. EUROMICRO 1997: 474-481

Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, Rodolfo Zunino: VLSI Architectures for Programmable Sorting of Analog Quantities with Multiple-Chip Support. Great Lakes Symposium on VLSI 1997: 94-99

Fabio Ancona, Alessandro De Gloria, Rodolfo Zunino: Parallel VLSI Architectures for Cryptographic Systems. Great Lakes Symposium on VLSI 1997: 176-181

Davide Anguita, Giancarlo Parodi, Rodolfo Zunino: Neural structures for visual motion tracking. Mach. Vis. Appl. 8(5): 275-288 (1995)

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: Adaptive Internal Representation in Circular Back-Propagation Networks. Neural Computing and Applications 3(4): 222-333 (1995)

Guido Rovetta, Patrizia Monteforte, Gerolamo Bianchi, Stefano Rovetta, Rodolfo Zunino: Validation of a Large Medical Database. CBMS 1995: 57-64

Stefano Rovetta, Rodolfo Zunino, Laura Buffrini, Guido Rovetta: Prototyping Neural Networks Learn Lyme Borreliosis. CBMS 1995: 111-117

Sandro Ridella, Stefano Rovetta, Rodolfo Zunino: Learning the appropriate representation paradigm by circular processing units. ESANN 1995

Davide Anguita, Filippo Passaggio, Rodolfo Zunino: Learning in large neural networks. HPCN Europe 1995: 269-274

Davide Anguita, Giancarlo Parodi, Rodolfo Zunino: An efficient implementation of BP on RISC-based workstations. Neurocomputing 6(1): 57-65 (1994)

Sandro Ridella, Gian Luca Speroni, Paolo Trebino, Rodolfo Zunino: Class-Entropy Minimisation Networks for Domain Analysis and Rule Extraction. Neural Computing and Applications 2(1): 40-52 (1994)

Gerolamo Bianchi, Laura Buffrini, Patrizia Monteforte, Guido Rovetta, Stefano Rovetta, Rodolfo Zunino: Neural approaches to the diagnosis and characterization of the Lyme disease. CBMS 1994: 194-199

Giancarlo Parodi, Sandro Ridella, Rodolfo Zunino: Using chaos to generate keys for associative noise-like coding memories. Neural Networks 6(4): 559-572 (1993)

Fabrizio Pagano, Giancarlo Parodi, Rodolfo Zunino: Parallel Implementation of Associative Memories for Image Classification. Parallel Computing 19(6): 667-684 (1993)

Alberto Diaspro, Giancarlo Parodi, Rodolfo Zunino: A performance analysis of an associative system for image classification. Pattern Recognition Letters 14(11): 861-868 (1993)

Carlo Moneta, Gianni Vernazza, Rodolfo Zunino: On the need for integrated approaches to image understanding. European Transactions on Telecommunications 3(5): 465-478 (1992)

Davide Anguita, Giancarlo Parodi, Domenico Ponta, Rodolfo Zunino: Transputer-based architectures for associative image classification. SPDP 1991: 241-248

Gian Luca Foresti, Vittorio Murino, Carlo S. Regazzoni, Rodolfo Zunino: Map-Driven Image Interpretation by Associative Model Indexing. MVA 1990: 385-388

Paolo Merialdo, Pier Carlo Pecollo, Carlo S. Regazzoni, Gianni Vernazza, Rodolfo Zunino: Integration of Territorial Maps in the Vision System of an Autonomous Land Vehicle. IAS 1989: 694-704