International journals top ^

  1. M. Filippone, F. Masulli, and S. Rovetta, “Simulated annealing for supervised gene selection,” Soft Computing, vol. 15, no. 8, pp. 1471–1482, 2011. doi:10.1007/s00500-010-0597-8 abstract fulltext
  2. M. Filippone, F. Masulli, and S. Rovetta, “Applying the possibilistic c-means algorithm in kernel-induced spaces,” IEEE Transactions on Fuzzy Systems, vol. 18, pp. 572–584, June 2010. doi:10.1109/TFUZZ.2010.2043440 abstract fulltext
  3. M. Filippone, F. Masulli, and S. Rovetta, “Clustering in the membership embedding space,” International Journal of Knowledge Engineering and Soft Data Paradigms, vol. 1, no. 4, pp. 363–375, 2009. doi:10.1504/IJKESDP.2009.028988 abstract fulltext
  4. S. Rovetta, F. Masulli, and M. Filippone, “Soft ranking in clustering,” Neurocomputing, vol. 25, no. 2, pp. 204–213, February 2009. doi:10.1016/j.neucom.2008.11.015 fulltext
  5. M. Filippone, F. Camastra, F. Masulli, and S. Rovetta, “A survey of kernel and spectral methods for clustering,” Pattern Recognition, vol. 40, no. 1, pp. 176–190, January 2008. doi:10.1016/j.patcog.2007.05.018 abstract fulltext
  6. K. Honda, H. Ichihashi, F. Masulli, and S. Rovetta, “Linear fuzzy clustering with selection of variables using graded possibilistic approach,” IEEE Transactions on Fuzzy Systems, vol. 15, no. 5, pp. 878–889, October 2007. doi:10.1109/TFUZZ.2006.889946 abstract fulltext
  7. F. Masulli and S. Rovetta, “Soft transition from probabilistic to possibilistic fuzzy clustering,” IEEE Transactions on Fuzzy Systems, vol. 14, no. 4, pp. 516–527, August 2006. doi:10.1109/TFUZZ.2006.876740 abstract fulltext
  8. S. Rovetta and F. Masulli, “Vector quantization and fuzzy ranks for image reconstruction,” Image and Vision Computing, vol. 25, no. 2, pp. 204–213, 2006. doi:10.1016/j.imavis.2006.01.028 abstract fulltext
  9. S. Rovetta and F. Masulli, “Shared farthest neighbor approach to clustering of high dimensionality, low cardinality data,” Pattern Recognition, vol. 39, no. 12, pp. 2415–2425, December 2006. doi:10.1016/j.patcog.2006.06.021 abstract fulltext
  10. G. B. Ferrara, L. Delfino, F. Masulli, S. Rovetta, and R. Sensi, “A fuzzy approach to image analysis in HLA typing using oligonucleotide micorarrays,” Fuzzy Sets and Systems, vol. 152, no. 1, pp. 37–48, May 2005. doi:10.1016/j.fss.2004.10.013 abstract fulltext
  11. F. Masulli and S. Rovetta, “Random voronoi ensembles for gene selection,” Neurocomputing, vol. 55, no. 3-4, pp. 721–726, 2003. doi:10.1016/S0925-2312(03)00377-1 abstract fulltext
  12. P. Gastaldo, S. 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. doi:10.1109/TNN.2002.1021894 abstract fulltext
  13. S. Ridella, S. Rovetta, and R. Zunino, “K-winner machines for pattern classification,” IEEE Transactions on Neural Networks, vol. 12, no. 2, pp. 371–385, March 2001. doi:10.1109/72.914531 abstract fulltext
  14. S. Ridella, S. 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. doi:10.1109/82.899630 abstract fulltext
  15. S. 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. doi:10.1109/41.824138 abstract fulltext
  16. S. Ridella, S. Rovetta, and R. Zunino, “Circuit implementation of the k-winner machine,” Electronics Letters, vol. 35, no. 14, pp. 1172–1173, July 1999. doi:10.1049/el:19990820 abstract fulltext
  17. S. 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. doi:10.1049/ip-cds:19990323 abstract fulltext
  18. S. 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. doi:10.1109/82.769777 abstract fulltext
  19. S. Rovetta and R. Zunino, “A multiprocessor-oriented visual tracking system,” IEEE Transactions on Industrial Electronics, vol. 46, no. 4, pp. 842–850, August 1999. doi:10.1109/41.778256 abstract fulltext
  20. S. Ridella, S. 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. doi:10.1109/72.737491 abstract fulltext
  21. S. Rovetta and R. Zunino, “Circular backpropagation embeds vector quantization,” IEEE Transactions on Neural Networks, vol. 10, no. 4, pp. 972–975, July 1999. doi:10.1109/72.774275 abstract fulltext
  22. D. Anguita, S. Ridella, and S. 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. doi:10.1109/72.750571 abstract fulltext
  23. F. Ancona, S. Rovetta, and R. Zunino, “An 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. doi:10.1016/S0952-1976(97)00039-0 abstract fulltext
  24. D. Anguita, S. Ridella, and S. Rovetta, “Circuital implementation of support vector machines,” Electronics Letters, vol. 34, no. 16, pp. 1596–1597, August 1998. doi:10.1049/el:19981092 abstract fulltext
  25. F. Ancona, S. Rovetta, and R. 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. fulltext
  26. S. Ridella, S. Rovetta, and R. Zunino, “Plastic algorithm for adaptive vector quantization,” Neural Computing and Applications, vol. 7, no. 1, pp. 37–51, 1998. doi:10.1007/BF01413708 abstract fulltext
  27. S. Ridella, S. Rovetta, and R. Zunino, “Circular back–propagation networks for classification,” IEEE Transactions on Neural Networks, vol. 8, no. 1, pp. 84–97, January 1997. doi:10.1109/72.554194 abstract fulltext
  28. F. Ancona, A. M. Colla, S. Rovetta, and R. Zunino, “Implementing probabilistic neural networks,” Neural Computing and Applications, vol. 5, pp. 152–159, 1997. doi:10.1007/BF01413860 abstract fulltext
  29. F. Ancona, S. Rovetta, and R. Zunino, “Transputer-based implementation of distributed associative memories,” Parallel Computing, vol. 23, pp. 1479–1491, 1997. doi:10.1016/S0167-8191(97)00068-9 abstract fulltext
  30. F. Ancona, D. Anguita, S. Rovetta, and R. Zunino, “Shared-memory architecture to implement a high-connectivity processing node,” Electronics Letters, vol. 31, no. 22, pp. 1903–1904, October 1995. doi:10.1049/el:19951300 fulltext
  31. D. Anguita, S. Ridella, S. Rovetta, and R. Zunino, “Incorporating a-priori knowledge into neural networks,” Electronics Letters, vol. 31, no. 22, pp. 1930–1931, October 1995. doi:10.1049/el:19951309 abstract fulltext
  32. D. Anguita, S. Rovetta, and R. Zunino, “Compact, digital pseudo-random number generator,” Electronics Letters, vol. 31, no. 12, pp. 956–958, June 1995. doi:10.1049/el:19950695 abstract fulltext
  33. S. Ridella, S. Rovetta, and R. Zunino, “Adaptive internal representation in circular back-propagation networks,” Neural Computing and Applications, vol. 3, pp. 222–233, 1995. 10.1007/BF01414647
  34. International conferences, proceedings with ISBN top ^

  35. S. Rovetta, F. Masulli, “Spectral indexes of quality, diversity and stability in fuzzy clustering” in Neural Nets WIRN11 - Proceedings of the 21st Italian Workshop on Neural Nets. Bruno Apolloni, Simone Bassis, Anna Esposito, Carlo Francesco Morabito, Eds. IOS Press, ser. Frontiers in Artificial Intelligence and Applications, Volume 234, 2011. 10.3233/978-1-60750-972-1-112 fulltext
  36. S. Rovetta, F. Masulli, M. E. Monville, and G. Russo, “Context analysis in microrna data: A rosetta stone approach,” in WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets. Amsterdam, The Netherlands: IOS Press, 2011, pp. 135–143. 10.3233/978-1-60750-691-1-135 abstract fulltext
  37. S. Rovetta, F. Masulli, and T. Adel, “Tuning graded possibilistic clustering by visual stability analysis,” in Fuzzy Logic and Applications, 9th International Workshop, WILF 2011, Trani, Italy, August 29-31, 2011, Proceedings, ser. Lecture Notes in Computer Science, A. Fanelli, W. Pedrycz, and A. Petrosino, Eds. Springer, 2011. 10.1007/978-3-642-23713-3_21 fulltext
  38. M. Filippone, F. Masulli, and S. Rovetta, “Stability and performances in biclustering algorithms,” in Computational Intelligence Methods for Bioinformatics and Biostatistics, 5th International Meeting, CIBB 2008, Vietri sul Mare, Italy, October 3-4, 2008, Revised Selected Papers, ser. Lecture Notes in Computer Science, F. Masulli, R. Tagliaferri, and G. Verkhivker, Eds., vol. 5488. Springer, 2009, pp. 91–101. 10.1007/978-3-642-02504-4_8 fulltext
  39. F. Masulli, A. Parini, S. Rovetta, and G. Russo, “Searching for microRNA prostate cancer target genes,” IJCNN09 – Neural Networks, IEEE - INNS - ENNS International Joint Conference on, pp. 2021–2026, 2009. 10.1109/IJCNN.2009.5179038 abstract fulltext
  40. M. Filippone, F. Masulli, S. Rovetta, S. Mitra, and H. Banka, “Possibilistic approach to biclustering: An application to oligonucleotide microarray data analysis.” in Computational Methods in Systems Biology, International Conference, CMSB 2006, Trento, Italy, October 18-19, 2006, Proceedings, ser. Lecture Notes in Computer Science, C. Priami, Ed., vol. 4210. Springer, October 2006, pp. 312–322. 10.1007/11885191_22 abstract fulltext
  41. M. Filippone, F. Masulli, “Supervised classification and gene selection using simulated annealing,” in Proceedings of the 2006 International Joint Conference on Neural Networks, Vancouver, Canada, July 2006. 10.1109/IJCNN.2006.1716588 fulltext
  42. K. Honda, H. Ichihashi, A. Notsu, F. Masulli, and S. Rovetta, “Several formulations for graded possibilistic approach to fuzzy clustering.” in Rough Sets and Current Trends in Computing, 5th International Conference, RSCTC 2006, Kobe, Japan, November 6-8, 2006, Proceedings, ser. Lecture Notes in Computer Science, S. Greco, Y. Hata, S. Hirano, M. Inuiguchi, S. Miyamoto, H. S. Nguyen, and R. Slowinski, Eds., vol. 4259. Springer, 2006, pp. 939–948. 10.1007/11908029_97 fulltext
  43. M. Filippone, F. Masulli, and S. Rovetta, “Unsupervised gene selection and clustering using simulated annealing,” in Fuzzy Logic and Applications, 6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers, I. Bloch, A. Petrosino, and A. Tettamanzi, Eds. Berlin Heidelberg: Springer-Verlag, September 2006. 10.1007/11676935_28 fulltext
  44. S. Rovetta, F. Masulli, and M. Filippone, “Soft rank clustering,” in Neural Nets, 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005, Revised Selected Papers, ser. Lecture Notes in Computer Science, B. Apolloni, M. Marinaro, G. Nicosia, and R. Tagliaferri, Eds., vol. 3931. Berlin Heidelberg: Springer-Verlag, June 2006, pp. 207–213. dx.doi.org/10.1007/11731177_29 abstract fulltext
  45. K. Honda, H. Ichihashi, F. Masulli, and S. Rovetta, “Graded possibilistic approach to variable selection in linear fuzzy clustering,” in Proceedings of the 15th IEEE International Conference on Fuzzy Systems, Reno, USA, June 2005, pp. 985–990. 10.1109/FUZZY.2005.1452528 abstract fulltext
  46. F. Masulli and S. Rovetta, “A new approach to hierarchical clustering for the analysis of genomic data,” in Proceedings of the 2005 International Joint Conference on Neural Networks, Montréal, Canada, vol. 1, July-August 2005, pp. 155–160. 10.1109/IJCNN.2005.1555822 fulltext
  47. F. Masulli and S. Rovetta, “Fuzzy variations in the training of vector quantizers,” in Proceedings of the 2003 International Workshop on Fuzzy Logics, Napoli, Italy, October 2003. doi:10.1109/IJCNN.2001.939572 abstract fulltext
  48. F. Masulli and S. Rovetta, “An algorithm to model paradigm shifting in fuzzy clustering,” in Neural Nets: 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Revised Papers, ser. Lecture Notes in Computer Science, vol. 2859/2003. Springer-Verlag Heidelberg, October 2003, pp. 70–76. 10.1007/978-3-540-45216-4_7 abstract fulltext
  49. F. Masulli and S. Rovetta, “Gene selection using random voronoi ensembles,” in Neural Nets: 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Revised Papers, ser. Lecture Notes in Computer Science, vol. 2859/2003. Springer-Verlag Heidelberg, October 2003, pp. 302–307. 10.1007/978-3-540-45216-4_34 abstract fulltext
  50. F. Masulli and S. Rovetta, “The graded possibilistic clustering model,” in Proceedings of the 2003 International Joint Conference on Neural Networks, Portland, USA, July 2003. 10.1109/IJCNN.2003.1223483 abstract fulltext
  51. P. Gastaldo, S. 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. 10.1109/IJCNN.2001.939572 abstract fulltext
  52. S. Ridella, S. 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. 10.1109/ISCAS.2000.856058 abstract fulltext
  53. S. Ridella, S. 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. 10.1109/IJCNN.2000.857822 abstract fulltext
  54. S. Rovetta and R. 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. 10.1109/ISCAS.1999.779960 fulltext
  55. S. 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. 10.1109/ISCAS.1999.779954 fulltext
  56. S. 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. 10.1109/ISCAS.1999.780018 fulltext
  57. S. 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. doi:10.1109/ICASSP.1999.759939 abstract fulltext
  58. S. 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. doi:10.1109/ICASSP.1999.758305 abstract fulltext
  59. G. Donzellini, S. Nervi, D. Ponta, S. Rossi, and S. Rovetta, “Object oriented ARM7 coprocessor,” in Proceedings of the 1998 Hawaii International Conference on System Sciences, Hawaii, USA, January 1998. 10.1109/HICSS.1998.656272 abstract fulltext
  60. F. Ancona, S. 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. 10.1109/MWSCAS.1997.662330 fulltext
  61. F. Ancona, S. 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. 10.1109/MWSCAS.1997.662260 fulltext
  62. F. Ancona, S. Rovetta, and R. 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. 10.1109/MWSCAS.1997.662316 fulltext
  63. F. Ancona, S. Rovetta, and R. Zunino, “High performance in tree-based parallel architectures,” in Proceedings of the 23rd EUROMICRO Conference, Budapest, Hungary, September 1997, pp. 474–481. 10.1109/EURMIC.1997.617358 abstract fulltext
  64. F. Ancona, S. Rovetta, and R. Zunino, “Implementation of Neural Gas training in analog VLSI,” in Advances in Intelligent Systems. IOS Press, September 1997, pp. 105–110. abstract fulltext
  65. S. Carrato, F. Passaggio, S. Rovetta, and R. 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. 10.1109/NNSP.1996.548369 abstract fulltext
  66. G. Oddone, S. Rovetta, G. Uneddu, and R. Zunino, “Mixed analog-digital circuit for linear-time programmable sorting,” in Proceedings of the 1997 International Symposium on Circuits and Systems, Hong Kong, China, June 1997, pp. 1968–1971. 10.1109/ISCAS.1997.621538 fulltext
  67. F. Ancona, S. Ridella, S. Rovetta, and R. Zunino, “On the importance of sorting in &lquo;neural gas&rquo; training of vector quantizers,” in Proceedings of the 1997 International Conference on Neural Networks, Houston, USA, June 1997, pp. 1804–1808. 10.1109/ICNN.1997.614171 fulltext
  68. S. Ridella, S. 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. 10.1109/ICNN.1997.611666 abstract fulltext
  69. F. Ancona, S. 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. 10.1109/ICNN.1997.616144 fulltext
  70. F. Ancona, S. 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. 10.1109/ICNN.1997.616161 fulltext
  71. F. Ancona, G. Oddone, S. Rovetta, G. 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. 10.1109/GLSV.1997.580417 abstract fulltext
  72. F. Ancona, S. 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. fulltext
  73. G. Donzellini, S. Nervi, D. Ponta, S. Rossi, and S. 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. 10.1109/ICECS.1996.584620 fulltext
  74. F. Ancona, S. Rovetta, and R. Zunino, “Implementing neural gas networks on distributed architectures,” in WCNN96, Proceedings of the 1996 World Congress on Neural Networks, September 1996. abstract fulltext
  75. A. Boni, A. Dolce, S. Rovetta, and R. 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 fulltext
  76. F. Ancona, S. Rovetta, and R. Zunino, “Reformulating distributed associative memories for image classification,” in WCNN96, Proceedings of the 1996 World Congress on Neural Networks, September 1996. abstract fulltext
  77. D. Anguita, S. Ridella, and S. 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. 10.1109/ICNN.1996.548928 fulltext
  78. S. Rovetta, R. Zunino, L. Buffrini, and G. 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. doi:10.1109/CBMS.1995.465431 abstract fulltext
  79. S. Ridella, S. Rovetta, and R. 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 fulltext
  80. G. Bianchi, L. Buffrini, P. Monteforte, G. Rovetta, S. 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. doi:10.1109/CBMS.1994.316010 fulltext
  81. C. Moneta, G. Parodi, S. 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. 10.1109/ICSMC.1992.271790 fulltext
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