Stefano Rovetta

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  S. Rovetta , Stefano Rovetta , Rovetta , ste , roveta , rovwtta , rovetts ,
  university , computer science , CS , neural networks , clustering ,
  fuzzy , machine learning , soft computing , computational intelligence ,
  bioinformatics , publications , research , e-learning, distance learning "
description:
  Stefano Rovetta's home page at the Department of Computer
  and Information Science of the University of Genova, Italy.
  Stefano Rovetta is conducting research in Electronic engineering,
  computer science, machine learning, neural networks.
  Stefano Rovetta also studies applications of these technologies
  in biology, bioinformatics, industrial automation,
  intelligent data analysis, signal processing.
  Stefano Rovetta's publications on-line (on line).
  Stefano Rovetta is teaching computer science, bioinformatics,
  machine learning courses.
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Some of Stefano Rovetta ' s publications

1. Francesco Masulli and Stefano Rovetta, Random Voronoi ensembles for gene selection, Neurocomputing, 2003.
2. Paolo Gastaldo, R. Zunino, and Stefano Rovetta, Objective assessment of MPEG-2 video quality, Journal of Electronic Imaging, vol. 11, no. 3, pp. 365-374, July 2002.
3. Paolo Gastaldo, Stefano Rovetta, and R. 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.
4. Sandro Ridella, Stefano Rovetta, and R. Zunino, K-winner machines for pattern classification, IEEE Transactions on Neural Networks, vol. 12, no. 2, pp. 371-385, March 2001.
5. Sandro Ridella, Stefano Rovetta, and R. 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.
6. Stefano Rovetta and R. Zunino, Vector quantization for license plate location and image coding, IEEE Transactions on Industrial Electronics, vol. 47, no. 1, pp. 159-167, February 2000.
7. Stefano Rovetta and R. Zunino, Circular backpropagation embeds vector quantization, IEEE Transactions on Neural Networks, vol. 10, no. 4, pp. 972-975, July 1999.
8. Stefano Rovetta and R. Zunino, A multiprocessor-oriented visual tracking system, IEEE Transactions on Industrial Electronics, vol. 46, no. 4, pp. 842-850, August 1999.
9. Sandro Ridella, Stefano Rovetta, and R. Zunino, Circuit implementation of the k-winner machine, Electronics Letters, vol. 35, no. 14, pp. 1172-1173, July 1999.
10. Stefano Rovetta and R. Zunino, Minimal-connectivity circuit for analog sorting, IEE Proceedings Circuits, Devices and Systems, vol. 146, no. 3, pp. 108-110, June 1999.
11. Stefano Rovetta and R. 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.
12. 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.
13. Sandro Ridella, Stefano Rovetta, and R. Zunino, Representation and generalization properties of class-entropy networks, IEEE Transactions on Neural Networks, vol. 10, no. 1, pp. 31-47, January 1999.
14. Davide Anguita, Sandro Ridella, and Stefano Rovetta, Circuital implementation of support vector machines, Electronics Letters, vol. 34, no. 16, pp. 1596-1597, August 1998.
15. 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.
16. Fabio Ancona, Stefano Rovetta, and R. 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.
17. 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.
18. Fabio Ancona, Stefano Rovetta, and R. Zunino, Transputer-based implementation of distributed associative memories, Parallel Computing, vol. 23, pp. 1479-1491, 1997.
19. 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.
20. Fabio Ancona, Anna Maria Colla, Stefano Rovetta, and R. Zunino, Implementing probabilistic neural networks, Neural Computing and Applications, vol. 5, pp. 152-159, 1997.
21. 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.
22. Davide Anguita, Sandro Ridella, Stefano Rovetta, and R. Zunino, Incorporating a-priori knowledge into neural networks, Electronics Letters, vol. 31, no. 22, pp. 1930-1931, October 1995.
23. Davide Anguita, Stefano Rovetta, and R. Zunino, Compact, digital pseudo-random number generator, Electronics Letters, vol. 31, no. 12, pp. 956-958, June 1995.
24. 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.
25. Stefano Rovetta, Realizzazioni elettroniche di reti neurali, Design-In, vol. IX, no. 2, Marzo-Aprile 1997.
26. Francesco Masulli and Stefano Rovetta, Objective quality assessment of MPEG-video: a neural-network approach, in Proceedings of the 2003 International Joint Conference on Neural Networks, Portland, USA, July 2003, pp.3089-3094.
27. 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.
28. 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.
29. 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.
30. Paolo Gastaldo, Stefano Rovetta, and R. 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.
31. Paolo Gastaldo, Stefano Rovetta, and R. Zunino, Objective video quality assessment: a neural-network approach, in Proceedings of the 2001 International Conference on Media Futures, Florence, Italy, May 2001.
32. Sandro Ridella, Stefano Rovetta, and R. 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.
33. Sandro Ridella, Stefano Rovetta, and R. 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.
34. 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.
35. Stefano Rovetta and R. 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.
36. Stefano Rovetta and R. 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.
37. 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.
38. Stefano Rovetta and R. 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.
39. Stefano Rovetta and R. 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.
40. 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.
41. Fabio Ancona, Stefano Rovetta, and R. 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.
42. Fabio Ancona, Stefano Rovetta, and R. 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.
43. 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.
44. Giorgio Oddone, Stefano Rovetta, Giovanni Uneddu, and R. 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.
45. Sandro Ridella, Stefano Rovetta, and R. 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.
46. Fabio Ancona, Stefano Rovetta, and R. Zunino, Hardware implementation of the neural gas, in Proceedings of the 1997 International Conference on Neural Networks, Houston, USA, June 1997, pp. 991-994.
47. Fabio Ancona, Stefano Rovetta, and R. Zunino, Parallel architectures for vector quantization, in Proceedings of the 1997 International Conference on Neural Networks, Houston, USA, June 1997, pp. 991-994.
48. 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.
49. Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, and R. 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.
50. Giorgio Oddone, Stefano Rovetta, Giovanni Uneddu, and R. Zunino, A winner-take-all circuit with proportional output, in WCNN96, Proceedings of the 1996 World Congress on Neural Networks, September 1996.
51. 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.
52. Fabio Ancona, Giorgio Oddone, Stefano Rovetta, Gianni Uneddu, and R. 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.
53. 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.
54. 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.
55. Fabio Ancona, Stefano Rovetta, and R. 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.
56. Guido Rovetta, Patrizia Monteforte, Gerolamo Bianchi, Stefano Rovetta, and R. 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.
57. 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.
58. Sandro Ridella, Stefano Rovetta, and R. 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.
59. Gerolamo Bianchi, Laura Buffrini, Patrizia Monteforte, Guido Rovetta, Stefano Rovetta, and R. 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.
60. Carlo Moneta, Giancarlo Parodi, Stefano Rovetta, and R. 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.
61. 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.
62. Francesco Masulli, Stefano Rovetta, and Giorgio Valentini, Machine Learning Methods in Bioinformatics, in 2002 INFMeeting - National Conference of Physics of Matter, Bari, June 2002.