Publications by Stefano Rovetta

The list of scientific papers by Stefano Rovetta. Some are available on-line as ASCII abstract and PDF full text; some also in Postscript.

Stefano Rovetta's home page is here.

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Sections

Papers published on international journals

Journals 2003
1. NC03:ISEL Francesco Masulli and Stefano Rovetta, Random Voronoi ensembles for gene selection, Neurocomputing, vol. 55, pp. 721-726, 2003.
   Abstract | Full text (pdf)
   Journals 2002
2. JEI02:MPEGQA Paolo Gastaldo, Rodolfo Zunino, and Stefano Rovetta, Objective assessment of MPEG-2 video quality, Journal of Electronic Imaging, vol. 11, no. 3, pp. 365-374, July 2002.
   Abstract | Full text (pdf) | Full text (ps/gzip)
3. IEEE-TNN02:MPEGQA Paolo Gastaldo, Stefano Rovetta, and Rodolfo Zunino, Objective quality assessment of mpeg-2 video streams by using cbp neural networks, IEEE Transactions on Neural Networks, vol. 13, no. 4, pp. 939-947, July 2002.
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   Journals 2001
4. IEEE-TNN01:KWM Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, K-winner machines for pattern classification, IEEE Transactions on Neural Networks, vol. 12, no. 2, pp. 371-385, March 2001.
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   Journals 2000
5. IEEE-TCASII00:IAVQ Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Iavq-interval-arithmetic vector quantization for image compression, IEEE Transactions on Circuits and Systems, Part II, vol. 47, no. 12, pp. 1378-1390, December 2000.
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6. IEEE-TIE00:Plates Stefano Rovetta and Rodolfo Zunino, Vector quantization for license plate location and image coding, IEEE Transactions on Industrial Electronics, vol. 47, no. 1, pp. 159-167, February 2000.
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   Journals 1999
7. IEEE-TNN99:VQCBP Stefano Rovetta and Rodolfo Zunino, Circular backpropagation embeds vector quantization, IEEE Transactions on Neural Networks, vol. 10, no. 4, pp. 972-975, July 1999.
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8. IEEE-TIE99:Tracker Stefano Rovetta and Rodolfo Zunino, A multiprocessor-oriented visual tracking system, IEEE Transactions on Industrial Electronics, vol. 46, no. 4, pp. 842-850, August 1999.
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9. EL99:KWM Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Circuit implementation of the k-winner machine, Electronics Letters, vol. 35, no. 14, pp. 1172-1173, July 1999.
   Abstract | Full text (pdf)
10. IEE-CDS99:Sort Stefano Rovetta and Rodolfo Zunino, Minimal-connectivity circuit for analog sorting, IEE Proceedings Circuits, Devices and Systems, vol. 146, no. 3, pp. 108-110, June 1999.
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11. IEEE-TCASII99:VQtrain Stefano Rovetta and Rodolfo Zunino, Efficient training of vector quantizers with analog circuit implementation, IEEE Transactions on Circuits and Systems, Part II, vol. 46, no. 6, pp. 688-698, June 1999.
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12. IEEE-TNN99:WeightsIA Davide Anguita, Sandro Ridella, and Stefano Rovetta, Worst case analysis of weight inaccuracy effects in multilayer perceptrons, IEEE Transactions on Neural Networks, vol. 10, no. 2, pp. 415-418, March 1999.
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13. IEEE-TNN99:CCE Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Representation and generalization properties of class-entropy networks, IEEE Transactions on Neural Networks, vol. 10, no. 1, pp. 31-47, January 1999.
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    Journals 1998
14. AF98:NGchip Andrea Novaro, Luca Rimassa, Stefano Rovetta, and Rodolfo Zunino, An analog vector quantization VLSI circuit, Alta Frequenza, vol. 10, no. 5, pp. 54-57, September-October 1998.
    Abstract
15. EL98:SVM Davide Anguita, Sandro Ridella, and Stefano Rovetta, Circuital implementation of support vector machines, Electronics Letters, vol. 34, no. 16, pp. 1596-1597, August 1998.
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16. NCA98:PGAS Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Plastic algorithm for adaptive vector quantization, Neural Computing and Applications, vol. 7, no. 1, pp. 37-51, 1998.
17. EAAI98:ParallelVQ Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Efficient technique for implementing an image-compression neural algorithm on concurrent-multiprocessor architectures, Engineering Applications of Artificial Intelligence, vol. 10, no. 06, pp. 573-580, 1998.
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18. IJPRAI98:Hier Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, An image-recognition system implemented on hierarchical parallel architectures, International Journal of Pattern Recognition and Artificial Intelligence, vol. 12, no. 3, pp. 293-310, 1998.
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    Journals 1997
19. PC97:dams Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Transputer-based implementation of distributed associative memories, Parallel Computing, vol. 23, pp. 1479-1491, 1997.
    Abstract | Full text (pdf)
20. IEEE-TNN97:CBP Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Circular back-propagation networks for classification, IEEE Transactions on Neural Networks, vol. 8, no. 1, pp. 84-97, January 1997.
    Abstract | Full text (pdf)
21. NCA97:PNN Fabio Ancona, Anna Maria Colla, Stefano Rovetta, and Rodolfo Zunino, Implementing probabilistic neural networks, Neural Computing and Applications, vol. 5, pp. 152-159, 1997.
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    Journals 1996
22. AF96:WTA Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, and Rodolfo Zunino, Enhanced WTA network with linear output and stable transimpedance, Alta Frequenza, vol. 8, no. 5, pp. 71-73, September 1996.
23. AF96:Tree Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Devices with optimal performances in tree architecture, Alta Frequenza, vol. 8, no. 5, pp. 74-76, September 1996.
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    Journals 1995
24. EL95:ComplexNode Fabio Ancona, Davide Anguita, Stefano Rovetta, and Rodolfo Zunino, Shared-memory architecture to implement a high-connectivity processing node, Electronics Letters, vol. 31, no. 22, pp. 1903-1904, October 1995.
25. EL95:IABP Davide Anguita, Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Incorporating a-priori knowledge into neural networks, Electronics Letters, vol. 31, no. 22, pp. 1930-1931, October 1995.
    Abstract | Full text (pdf)
26. EL95:RND Davide Anguita, Stefano Rovetta, and Rodolfo Zunino, Compact, digital pseudo-random number generator, Electronics Letters, vol. 31, no. 12, pp. 956-958, June 1995.
    Abstract | Full text (pdf)
27. NCA95:CBP Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Adaptive internal representation in circular back-propagation networks, Neural Computing and Applications, vol. 3, pp. 222-233, 1995.

Papers published in national journals

1. DESIGNIN:NNel Stefano Rovetta, Realizzazioni elettroniche di reti neurali, Design-In, vol. IX, no. 2, Marzo-Aprile 1997.

Papers published in international conference proceedings

Conferences 2003
1. IJCNN03:ISEL Francesco Masulli and Stefano Rovetta, An ensemble approach to variable selection for classification of DNA microarray data, in Proceedings of the 2003 International Joint Conference on Neural Networks, Portland, USA, July 2003, pp.3089-3094.
   Abstract | Full text (pdf)
2. IJCNN03:PPC Francesco Masulli and Stefano Rovetta, The Graded Possibilistic Clustering Model, in Proceedings of the 2003 International Joint Conference on Neural Networks, Portland, USA, July 2003, pp. 791-795.
   Abstract | Full text (pdf)
3. WIRN03:ISEL Francesco Masulli and Stefano Rovetta, Gene selection using Random Voronoi Ensembles, in Pre-Wirn Workshop on Bioinformatcs and Biostatistics, 2003 Workshop Italiano sulle Reti Neurali, Vietri, Italy, June 2003.
   Abstract | Full text (pdf)
4. WIRN03:PPC Francesco Masulli and Stefano Rovetta, An Algorithm to Model Paradigm Shifting in Fuzzy Clustering, in 2003 Workshop Italiano sulle Reti Neurali, Vietri, Italy, June 2003.
   Abstract | Full text (pdf) | Full text (ps/gzip)
   Conferences 2001
5. IJCNN01:QA Paolo Gastaldo, Stefano Rovetta, and Rodolfo Zunino, Objective quality assessment of MPEG-video: a neural-network approach, in Proceedings of the 2001 International Joint Conference on Neural Networks, Washington, USA, July 2001, pp. 1432-1437.
   Abstract | Full text (pdf)
6. MF2001:QA Paolo Gastaldo, Stefano Rovetta, and Rodolfo Zunino, Objective video quality assessment: a neural-network approach, in Proceedings of the 2001 International Conference on Media Futures, Florence, Italy, May 2001.
   Abstract | Full text (pdf)
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   Conferences 2000
7. ISCAS00:IAVQ Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Augmenting vector quantization with interval arithmetics for image-coding applications, in Proceedings of the 2000 International Symposium on Circuits and Systems, Geneva, Switzerland, May 2000.
   Abstract | Full text (pdf)
8. IJCNN00:KWM Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, The k-winner machine model, in Proceedings of the 2000 IEEE-INNS-ENNS International Joint Conference on Neural Networks, Como, Italy, July 2000, pp. I-106-I-111.
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   Conferences 1999
9. ISCAS99:Targhe Stefano Rovetta and Rodolfo Zunino, Visual location of license plates by vector quantization, in Proceedings of the 1999 international Symposium on Circuits and Systems, Orlando, Florida, USA, May-June 1999, pp. IV-135-IV-138.
   Abstract | Full text (pdf)
10. ISCAS99:VQchip Stefano Rovetta and Rodolfo Zunino, Analog vector quantization chip for flexible video compression systems, in Proceedings of the 1999 international Symposium on Circuits and Systems, Orlando, Florida, USA, May-June 1999, pp. IV-367-IV-370.
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11. ISCAS99:peano Stefano Rovetta and Rodolfo Zunino, VLSI circuits with fractal layout for spatial image decorrelation, in Proceedings of the 1999 international Symposium on Circuits and Systems, Orlando, Florida, USA, May-June 1999, pp. IV-110-IV-113.
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12. EAEEIE:Ariadne Marco Chirico, Giancarlo Parodi, Stefano Rovetta, and Anna Marina Scapolla, Teaching electronics in internet: an innovative approach, in Proceedings of the Tenth EAEEIE Annual Conference on Educational Innovations in Electrical and Information Engineering, May 1999.
13. ICASSP99:Plates Stefano Rovetta and Rodolfo Zunino, License-plate localization by using vector quantization, in Proceedings of the 1999 International Conference on Acoustics, Speech, and Signal Processing, Phoenix, USA, March 1999.
    Abstract | Full text (pdf)
14. ICASSP99:HWNG Stefano Rovetta and Rodolfo Zunino, Flexible video compression systems using an analog vector quantization chip, in Proceedings of the 1999 International Conference on Acoustics, Speech, and Signal Processing, Phoenix, USA, March 1999.
    Full text (pdf) | Abstract
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    Conferences 1998
15. HICSS98:OOM Giuliano Donzellini, Stefano Nervi, Domenico Ponta, Sergio Rossi, and Stefano Rovetta, Object oriented ARM7 coprocessor, in Proceedings of the 1998 Hawaii International Conference on System Sciences, Hawaii, USA, January 1998.
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    Conferences 1997
16. ISIS97:HWNG Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Implementation of Neural Gas training in analog VLSI, in Proceedings of the 1997 International Symposium on Intelligent Systems, Reggio Calabria, Italy, September 1997, pp. 105-110.
    Abstract | Full text (pdf) | Full text (ps/gzip)
17. EUROMICRO97:Nodocomp Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, High performance in tree-based parallel architectures, in Proceedings of the 23rd EUROMICRO Conference, Budapest, Hungary, September 1997, pp. 474-481.
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18. MWSCAS97:Sort Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, VLSI circuit for programmable sorting, in Proceedings of the 1997 Midwest Symposium on Circuits and Systems, Sacramento, CA, USA, August 1997, pp. 1061-1064.
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19. MWSCAS97:VQboard Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Neural hardware for image processing, in Proceedings of the 1997 Midwest Symposium on Circuits and Systems, Sacramento, CA, USA, August 1997, pp. 1342-1345.
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20. MWSCAS97:EncoderVQ Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, An encoder for vector-quantization neural networks, in Proceedings of the 1997 Midwest Symposium on Circuits and Systems, Sacramento, CA, USA, August 1997, pp. 1286-1289.
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21. ITP97:DAMS Fabio Ancona, Giorgio Da Bormida, Stefano Rovetta, and Rodolfo Zunino, Multimedia systems for image recognition in database, in Proceedings of the 1997 Multimedia Technology and Systems Conference, Sofia, Bulgaria, June 1997, in press.
22. ISCAS97:Sorting Giorgio Oddone, Stefano Rovetta, Giovanni Uneddu, and Rodolfo Zunino, Mixed analog-digital circuit for linear-time programmable sorting, in Proceedings of the 1997 International Conference on Circuits and Systems, Hong Kong, China, June 1997, pp. 1968-1971.
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23. ICNN97:CBP Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, CBP networks as a generalized neural model, in Proceedings of the 1997 International Conference on Neural Networks, Houston, USA, June 1997, pp. 210-214.
    Abstract | Full text (pdf)
24. ICNN97:HardwareNG Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Hardware implementation of the neural gas, in Proceedings of the 1997 International Conference on Neural Networks, Houston, USA, June 1997, pp. 991-994.
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25. ICNN97:ParallelVQ Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Parallel architectures for vector quantization, in Proceedings of the 1997 International Conference on Neural Networks, Houston, USA, June 1997, pp. 991-994.
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26. ICNN97:SortingNG Fabio Ancona, Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, On the importance of sorting in `neural gas' training of vector quantizers, in Proceedings of the 1997 International Conference on Neural Networks, Houston, USA, June 1997, pp. 1804-1808.
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27. GLS97:SortMultichip Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, and Rodolfo Zunino, VLSI architectures for programmable sorting of analog quantities with multiple-chip support, in Proceedings of the Seventh Great Lakes Symposium on VLSI, Urbana, Illinois, USA, March 1997.
    Abstract | Full text (pdf)
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    Conferences 1996
28. WCNN96:DAMS Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Reformulating distributed associative memories for image classification, in WCNN96, Proceedings of the 1996 World Congress on Neural Networks, September 1996.
    Abstract | Full text (pdf) | Full text (ps/gzip)
29. WCNN96:ParallelNGAS Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Implementing neural gas networks on distributed architectures, in WCNN96, Proceedings of the 1996 World Congress on Neural Networks, September 1996.
    Abstract | Full text (pdf) | Full text (ps/gzip)
30. WCNN96:NG-VLSI Giorgio Oddone, Stefano Rovetta, Giovanni Uneddu, and Rodolfo Zunino, A winner-take-all circuit with proportional output, in WCNN96, Proceedings of the 1996 World Congress on Neural Networks, September 1996.
    Abstract | Full text (pdf) | Full text (ps)
31. HDTV96:MULTIBEST Fabio Ancona, Filippo Passaggio, Stefano Rovetta, and Rodolfo Zunino, MULTIBEST: multiple vector interpolation for vector-quantization based image compression, in Proceedings of the International Workshop on HDTV'96 and the Evolution of Digital Television, October 1996.
32. HDTV96:VQanalog Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Analog implementation of vector quantization, in Proceedings of the International Workshop on HDTV'96 and the Evolution of Digital Television, October 1996.
33. HDTV96:VQdigital Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, Hardware architectures for vector quantization in very low bit-rate image coding, in Proceedings of the International Workshop on HDTV'96 and the Evolution of Digital Television, October 1996.
34. NNSP96:Multibest Sergio Carrato, Filippo Passaggio, Stefano Rovetta, and Rodolfo Zunino, Interpolation approaches to vector quantization for image compression, in NNSP-96, Proceedings of the 6th IEEE Workshop on Neural Networks for Signal Processing, September 1996.
    Full text (pdf)
35. ICECS96:VQ Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, and Rodolfo Zunino, A vector quantization ciruit for trainable neural networks, in Proceedings of the 1996 International Conference on Electronics, Circuits and Systems, Rhodos, Greece, October 1996, pp. 1131-1134.
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36. ICECS96:OOM Giuliano Donzellini, Stefano Nervi, Domenico Ponta, Sergio Rossi, and Stefano Rovetta, An object-oriented machine for control applications, in Proceedings of the 1996 International Conference on Electronics, Circuits and Systems, Rhodos, Greece, October 1996, pp. 1127-1130.
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37. NICROSP96:Tracker Andrea Boni, Angelo Dolce, Stefano Rovetta, and Rodolfo Zunino, A neural network based visual tracking system, in Proceedings of the 1996 International Workshop on Neural Networks for Identification, Control, and Robotics, Venezia, Italy, August 1996.
    Abstract | Full text (pdf)
38. ICNN96:IABP Davide Anguita, Sandro Ridella, and Stefano Rovetta, Limiting the effect of weight errors in feed forward networks using interval arithmetics, in Proceedings of the 1996 International Conference on Neural Networks, Washington, DC, USA, June 1996, pp. 414-417.
    Full text (pdf)
39. ICNN96:ParallelNGAS Fabio Ancona, Stefano Rovetta, and Rodolfo Zunino, A parallel approach to plastic neural gas, in Proceedings of the 1996 International Conference on Neural Networks, Washington, DC, USA, June 1996, pp. 126-130.
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    Conferences 1995
40. CBMS95:Lyme Stefano Rovetta, Rodolfo Zunino, Laura Buffrini, and Guido Rovetta, Prototyping neural networks learn lyme borreliosis, in Proceedings of the 8th IEEE Symposium on Computer-Based Medical Systems, Lubbock, Texas, USA, June 1995, pp. 111-117.
    Abstract | Full text (pdf)
41. CBMS95:Ost Guido Rovetta, Patrizia Monteforte, Gerolamo Bianchi, Stefano Rovetta, and Rodolfo Zunino, Validation of a large medical database, in Proceedings of the 8th IEEE Symposium on Computer-Based Medical Systems, Lubbock, Texas, USA, June 1995, pp. 57-64.
    Abstract | Full text (pdf)
42. ESANN95:CBP Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Learning the appropriate representation paradigm by circular processing units, in Proceedings of the 1995 European Symposium on Artificial Neural Networks, Brussels, Belgium, April 1995, pp. 297-302.
    Abstract | Full text (pdf) | Full text (ps/gzip)
43. WCNN95:CBP Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Representation plasticity in classifier networks with circular processing units, in Proceedings of the 1995 World Congress on Neural Networks, Washington, DC, USA, July 1995, pp. 714-717.
44. WCNN95:VQSandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Generalization-based approach to plastic vector quantization, in Proceedings of the 1995 World Congress on Neural Networks, Washington, DC, USA, July 1995, pp. 505-508.
45. WIRN95:CBP Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino, Adaptive representation properties of the circular back-propagation model, in Proceedings of the 1995 Italian Workshop on Neural Networks, Vietri Sul Mare (SA), Italy, May 1995, pp. 130-135.
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    Conferences 1994 and before
46. CBMS94:NeuroLyme Gerolamo Bianchi, Laura Buffrini, Patrizia Monteforte, Guido Rovetta, Stefano Rovetta, and Rodolfo Zunino, Neural approaches to the diagnosis and characterization of lyme disease, in Proceedings of the 7th IEEE Symposium on Computer-Based Medical Systems, Winston-Salem, NC, 1994, pp. 194-199.
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47. PVM94:NNonPVM Davide Anguita, Stefano Rovetta, Anna Marina Scapolla, and Rodolfo Zunino, Neural network simulation with PVM, in Proceedings of the 1994 European PVM Users Group Meeting - Roma, Italy, 1994, pp. 30-33.
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48. smc92:NNAnalysis Carlo Moneta, Giancarlo Parodi, Stefano Rovetta, and Rodolfo Zunino, Automated diagnosis and disease characterization using neural network analysis, in Proceedings of the 1992 IEEE International Conference on Systems, Man and Cybernetics - Chicago, IL, USA, October 1992, pp. 123-128.
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Papers published in local conference proceedings

1. AIIA02:HLA G.B. Ferrara, F. Masulli, C. Pera, S. Rovetta, and R. Sensi, Fuzzy Modeling for HLA Typing, in VIII Convegno dell'Associazione Italiana per l'Intelligenza Artificiale, September 2002.
   Abstract | Full text (pdf)
2. INFMEETING02:Bioinf Francesco Masulli, Stefano Rovetta, and Giorgio Valentini, Machine Learning Methods in Bioinformatics, in 2002 INFMeeting -- National Conference of Physics of Matter, Bari, June 2002.
3. CCTE95:Crypto Stefano Rovetta, Rodolfo Zunino, and Giuliano Donzellini, Implementazione distribuita su architetture frattali di metodi crittografici, in XXVII Riunione Nazionale dei Ricercatori di Elettronica, June 1995.