Search results

  • 2009

    Stability and performances in biclustering algorithms

    Filippone, M., Masulli, F. & Rovetta, S., 2009, Computational Intelligence Methods for Bioinformatics and Biostatistics - 5th International Meeting, CIBB 2008, Revised Selected Papers. p. 91-101 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5488 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • The discriminating power of random features

    Rovetta, S., Masulli, F. & Filippone, M., 2009, Neural Nets WIRN09 - Proceedings of the 19th Italian Workshop on Neural Nets. IOS Press, p. 3-10 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 204).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2008

    A survey of kernel and spectral methods for clustering

    Filippone, M., Camastra, F., Masulli, F. & Rovetta, S., Jan 2008, In: Pattern Recognition. 41, 1, p. 176-190 15 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    687 Scopus citations
  • Detecting suspicious behavior in surveillance images

    Barbará, D., Domeniconi, C., Duriâ, Z., Filippone, M., Mansfield, R. & Lawson, E., 2008, Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008. p. 891-900 10 p. 4734020. (Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • 2007

    Local learning of tide level time series using a fuzzy approach

    Canestrelli, E., Canestrelli, P., Corazza, M., Filippone, M., Giove, S. & Masulli, F., 2007, The 2007 International Joint Conference on Neural Networks, IJCNN 2007 Conference Proceedings. p. 1813-1818 6 p. 4371233. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • Membership embedding space approach and spectral clustering

    Rovetta, S., Masulli, F. & Filippone, M., 2007, Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. PART 3 ed. Springer Verlag, p. 901-908 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4694 LNAI, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Possibilistic clustering in feature space

    Filippone, M., Masulli, F. & Rovetta, S., 2007, Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. Springer Verlag, p. 219-226 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4578 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • SVM-based time series prediction with nonlinear dynamics methods

    Camastra, F. & Filippone, M., 2007, Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. PART 3 ed. Springer Verlag, p. 300-307 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4694 LNAI, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    6 Scopus citations
  • 2006

    Gene expression data analysis in the membership embedding space: A constructive approach

    Filippone, M., Masulli, F. & Rovetta, S., 2006, Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006. D'Hondt, P., Kerre, E. E., Ruan, D., De Cock, M., Nachtegael, M. & Fantoni, P. F. (eds.). World Scientific Publishing Co. Pte Ltd, p. 617-624 8 p. (Applied Artificial Intelligence - Proceedings of the 7th International FLINS Conference, FLINS 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Possibilistic approach to biclustering: An application to oligonucleotide microarray data analysis

    Filippone, M., Masulli, F., Rovetta, S., Mitra, S. & Banka, H., 2006, Computational Methods in Systems Biology - International Conference, CMSB 2006, Proceedings. Springer Verlag, p. 312-322 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4210 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    20 Scopus citations
  • Soft rank clustering

    Rovetta, S., Masulli, F. & Filippone, M., 2006, Neural Nets - 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Revised Selected Papers. p. 207-213 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3931 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Supervised classification and gene selection using simulated annealing

    Filippone, M., Masulli, F. & Rovetta, S., 2006, International Joint Conference on Neural Networks 2006, IJCNN '06. Institute of Electrical and Electronics Engineers Inc., p. 3566-3571 6 p. 1716588. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    11 Scopus citations
  • Unsupervised gene selection and clustering using simulated annealing

    Filippone, M., Masulli, F. & Rovetta, S., 2006, Fuzzy Logic and Applications - 6th International Workshop, WILF 2005, Revised Selected Papers. p. 229-235 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3849 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • 2005

    Gaussian markov random fields: Theory and applications

    Rue, H. & Held, L., Jan 1 2005, CRC Press. 272 p.

    Research output: Book/ReportBookpeer-review

    1590 Scopus citations
  • 2004

    An astronomical distance determination method using regression with skew-normal errors

    Eyer, L. & Genton, M. G., Jan 1 2004, Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality. CRC Press, p. 309-319 11 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

    1 Scopus citations
  • Linear mixed effects models with flexible generalized skew-elliptical random effects

    Ma, Y., Genton, M. G. & Davidian, M., Jan 1 2004, Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality. CRC Press, p. 339-358 20 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

    28 Scopus citations
  • Shape representation with flexible skew-symmetric distributions

    Baloch, S. H., Krim, H. & Genton, M. G., Jan 1 2004, Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality. CRC Press, p. 291-308 18 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  • Skew-elliptical distributions and their applications: A journey beyond normality

    Genton, M. G., Jan 1 2004, CRC Press. 396 p.

    Research output: Book/ReportBookpeer-review

    399 Scopus citations
  • Skew-symmetric and generalized skew-elliptical distributions

    Genton, M. G., Jan 1 2004, Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality. CRC Press, p. 81-100 20 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

    14 Scopus citations
  • Time series analysis with a skewed kalman filter

    Naveau, P., Genton, M. G. & Ammann, C., Jan 1 2004, Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality. CRC Press, p. 259-278 20 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

    2 Scopus citations