2011

Filippone, M., and Sanguinetti, G. (2011) Approximate inference of the bandwidth in multivariate kernel density estimation. Computational Statistics and Data Analysis, 55 (12). pp. 3104-3122. ISSN 0167-9473 (doi:10.1016/j.csda.2011.05.023)

Filippone, M., and Sanguinetti, G. (2011) A perturbative approach to novelty detection in autoregressive models. IEEE Transactions on Signal Processing, 59 (3). pp. 1027-1036. ISSN 1053-587X (doi:10.1109/TSP.2010.2094609)

2010

Filippone, M., Masulli, F., and Rovetta, S. (2010) Applying the possibilistic C-means algorithm in kernel-induced spaces. IEEE Transactions on Fuzzy Systems, 18 (3). pp. 572-584. ISSN 1063-6706 (doi:10.1109/TFUZZ.2010.2043440)

Filippone, M., and Sanguinetti, G. (2010) Information theoretic novelty detection. Pattern Recognition, 43 (3). pp. 805-814. ISSN 0031-3203 (doi:10.1016/j.patcog.2009.07.002)

2009

Camastra, F., and Filippone, M. (2009) A comparative evaluation of nonlinear dynamics methods for time series prediction. Neural Computing and Applications, 18 (8). pp. 1021-1029. ISSN 0941-0643 (doi:10.1007/s00521-009-0266-y)

Filippone, M. (2009) Dealing with non-metric dissimilarities in fuzzy central clustering algorithms. International Journal of Approximate Reasoning, 50 (2). pp. 363-384. ISSN 0888-613X (doi:10.1016/j.ijar.2008.08.006)

2008

Filippone, M., Camastra, F., Masulli, F., and Rovetta, S. (2008) A survey of kernel and spectral methods for clustering. Pattern Recognition, 41 (1). pp. 176-190. ISSN 0031-3203 (doi:10.1016/j.patcog.2007.05.018)

2006

Filippone, M., Masulli, F., Rovetta, S., Mitra, S., and Banka, H. (2006) Possibilistic approach to biclustering: an application to oligonucleotide microarray data analysis. Lecture Notes in Computer Science, 4210 . pp. 312-322. ISSN 0302-9743 (doi:10.1007/11885191_22)