journals.bib
@article{CarotaAOAS15,
author = {Cinzia Carota and
Maurizio Filippone and
Roberto Leombruni and
Silvia Polettini},
title = {Bayesian nonparametric disclosure risk estimation via mixed effects log-linear models},
journal = {Annals of Applied Statistics},
year = {2015},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/aoas15.pdf},
volume = {9},
number = {1},
pages = {525-546},
issn = {1932-6157},
arxiv = {1306.5995},
url = {http://dx.doi.org/10.1214/15-AOAS807}
}
@article{DellAmicoIEEETON14,
year = {2014},
journal = {IEEE Transactions on Networking},
title = {On User Availability Prediction And Network Applications},
author = {Matteo Dell'Amico and
Maurizio Filippone and
Petro Michiardi and
Yves Roudier},
url = {http://dx.doi.org/10.1109/TNET.2014.2321430},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ieee-ton14.pdf}
}
@article{FilipponeIEEETPAMI14,
year = {2014},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
title = {Pseudo-Marginal {B}ayesian Inference for {G}aussian Processes},
author = {Maurizio Filippone and
Mark Girolami},
volume = {36},
number = {11},
pages = {2214-2226},
url = {http://dx.doi.org/10.1109/TPAMI.2014.2316530},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ieee-tpami14.pdf}
}
@article{KimIEEETAFFC14,
author = {Samuel Kim and
Fabio Valente and
Maurizio Filippone and
Alessandro Vinciarelli},
journal = {IEEE Transactions on Affective Computing},
title = {Predicting Continuous Conflict Perception with {B}ayesian {G}aussian Processes},
year = {2014},
volume = {5},
number = {2},
pages = {187-200},
url = {http://dx.doi.org/10.1109/TAFFC.2014.2324564},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ieee-taffc14.pdf}
}
@article{MarquandPLOSONE13,
author = {Andre~F. Marquand and
Maurizio Filippone and
John Ashburner and
Mark Girolami and
Janaina {Mour\~{a}o-Miranda} and
Gareth~J. Barker and
Steve~C~.R. Williams and
P. Nigel Leigh and
Camilla~R.~V. Blain},
journal = {PLoS ONE},
number = {7},
pages = {e69237+},
publisher = {Public Library of Science},
title = {{Automated, High Accuracy Classification of Parkinsonian Disorders: A Pattern Recognition Approach}},
url = {http://dx.doi.org/10.1371/journal.pone.0069237},
volume = {8},
year = {2013},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/plosone13.pdf},
pdfsup = {http://www.dcs.gla.ac.uk/~maurizio/Publications/plosone13_supplementary.pdf}
}
@article{FilipponeML13,
year = {2013},
issn = {0885-6125},
journal = {Machine Learning},
volume = {93},
number = {1},
title = {A comparative evaluation of stochastic-based inference methods for {G}aussian process models},
url = {http://dx.doi.org/10.1007/s10994-013-5388-x},
publisher = {Springer US},
author = {Maurizio Filippone and
Mingjun Zhong and
Mark Girolami},
pages = {93-114},
language = {English},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ml13.pdf}
}
@article{ZhaoIEEETAC13,
author = {Yin Zhao and Jongrae Kim and Maurizio Filippone},
journal = {IEEE Transactions on Automatic Control},
title = {Aggregation Algorithm Towards Large-Scale Boolean Network Analysis},
year = {2013},
volume = {58},
number = {8},
pages = {1976-1985},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ieee-tac13.pdf},
url = {http://dx.doi.org/10.1109/TAC.2013.2251819},
issn = {0018-9286}
}
@article{FilipponeAOAS12,
author = {Maurizio Filippone and
Andre~F. Marquand and
Camilla~R.~V. Blain and
Steve~C~.R. Williams and
Janaina {Mour\~{a}o-Miranda} and
Mark Girolami},
title = {Probabilistic Prediction of Neurological Disorders with a Statistical Assessment of Neuroimaging Data Modalities},
journal = {Annals of Applied Statistics},
volume = {6},
number = {4},
year = {2012},
pages = {1883-1905},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/aoas12.pdf},
url = {http://dx.doi.org/10.1214/12-AOAS562}
}
@article{FilipponeCSDA11,
author = {Maurizio Filippone and
Guido Sanguinetti},
title = {Approximate inference of the bandwidth in multivariate kernel density estimation},
journal = {Computational Statistics {\&} Data Analysis},
volume = {55},
number = {12},
year = {2011},
pages = {3104-3122},
ee = {http://dx.doi.org/10.1016/j.csda.2011.05.023},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/csda11.pdf},
url = {http://dx.doi.org/10.1016/j.csda.2011.05.023}
}
@article{FilipponeIEEETSP11,
author = {Maurizio Filippone and
Guido Sanguinetti},
title = {A Perturbative Approach to Novelty Detection in Autoregressive Models},
journal = {IEEE Transactions on Signal Processing},
volume = {59},
number = {3},
year = {2011},
pages = {1027-1036},
bibsource = {DBLP, http://dblp.uni-trier.de},
url = {http://dx.doi.org/10.1109/TSP.2010.2094609},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ieee-tsp11.pdf}
}
@article{MohamedCGS11,
author = {Linah Mohamed and
Ben Calderhead and
Maurizio Filippone and
Mike Christie and
Mark Girolami},
title = {Population {MCMC} methods for history matching and uncertainty quantification},
year = {2012},
issn = {1420-0597},
journal = {Computational Geosciences},
volume = {16},
number = {2},
url = {http://dx.doi.org/10.1007/s10596-011-9232-8},
publisher = {Springer Netherlands},
pages = {423-436}
}
@article{FilipponeIEEETFS10,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {Applying the Possibilistic C-Means Algorithm in Kernel-Induced Spaces},
journal = {IEEE Transactions on Fuzzy Systems},
volume = {18},
number = {3},
month = {June},
year = {2010},
pages = {572-584},
url = {http://dx.doi.org/10.1109/TFUZZ.2010.2043440},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ieee-tfs10.pdf}
}
@article{FilipponeSC10,
author = {Maurizio Filippone and Francesco Masulli and Stefano Rovetta},
title = {Simulated annealing for supervised gene selection},
journal = {Soft Computing - A Fusion of Foundations, Methodologies and Applications},
publisher = {Springer Berlin / Heidelberg},
issn = {1432-7643},
pages = {1471-1482},
volume = {15},
issue = {8},
url = {http://dx.doi.org/10.1007/s00500-010-0597-8},
year = {2011}
}
@article{FilipponePR09,
author = {Maurizio Filippone and
Guido Sanguinetti},
title = {Information Theoretic Novelty Detection},
journal = {Pattern Recognition},
volume = {43},
number = {3},
month = {March},
year = {2010},
pages = {805-814},
url = {http://dx.doi.org/10.1016/j.patcog.2009.07.002},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/pr09.pdf}
}
@article{FilipponeIJAR09,
author = {Maurizio Filippone},
title = {Dealing with Non-Metric Dissimilarities in Fuzzy Central Clustering Algorithms},
journal = {International Journal of Approximate Reasoning},
volume = {50},
number = {2},
month = {February},
year = {2009},
pages = {363-384},
url = {http://dx.doi.org/10.1016/j.ijar.2008.08.006},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ijar09.pdf}
}
@article{CamastraNCA09,
author = {Francesco Camastra and
Maurizio Filippone},
title = {A comparative evaluation of Nonlinear Dynamics Methods for Time Series Prediction},
journal = {Neural Computing and Applications},
volume = {18},
number = {8},
year = {2009},
month = {November},
pages = {1021-1029},
url = {http://dx.doi.org/10.1007/s00521-009-0266-y},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/nca09.pdf}
}
@article{FilipponeIJKESDP09,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {Clustering in the Membership Embedding Space},
journal = {International Journal of Knowledge Engineering and Soft Data Paradigms},
volume = {4},
number = {1},
year = {2009},
pages = {363-375}
}
@article{RovettaNCL09,
author = {Stefano Rovetta and
Francesco Masulli and
Maurizio Filippone},
title = {Soft Ranking in Clustering},
journal = {Neurocomputing},
volume = {72},
number = {7-9},
year = {2009},
month = {March},
pages = {2028-2031},
url = {http://dx.doi.org/10.1016/j.neucom.2008.11.015},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ncl09.pdf}
}
@article{FilipponePR08,
author = {Maurizio Filippone and
Francesco Camastra and
Francesco Masulli and
Stefano Rovetta},
title = {A Survey of Kernel and Spectral Methods for Clustering},
journal = {Pattern Recognition},
volume = {41},
number = {1},
month = {January},
year = {2008},
pages = {176-190},
url = {http://dx.doi.org/10.1016/j.patcog.2007.05.018},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/pr08.pdf},
award = {http://dx.doi.org/10.1016/j.patcog.2010.08.001}
}
conferences.bib
@inproceedings{DellAmicoCCS15,
author = {Matteo Dell'Amico and Maurizio Filippone},
title = {{M}onte {C}arlo Strength Evaluation: Fast and Reliable Password Checking},
booktitle = {Proceedings of the 22nd ACM Conference on Computer and Communications Security},
year = {2015},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ccs15.pdf}
}
@inproceedings{FilipponeICML15,
author = {Maurizio Filippone and Raphael Engler},
title = {Enabling scalable stochastic gradient-based inference for {G}aussian processes by employing the {U}nbiased {LI}near {S}ystem {S}olv{E}r ({ULISSE})},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, July 6-11, 2015},
year = {2015},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/icml15.pdf}
}
@inproceedings{FilipponeICPR14,
author = {Maurizio Filippone},
title = {Bayesian Inference for {G}aussian Process Classifiers with Annealing
and Pseudo-Marginal {MCMC}},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {614--619},
year = {2014},
crossref = {DBLP:conf/icpr/2014},
url = {http://dx.doi.org/10.1109/ICPR.2014.116},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/icpr14_pm_ais.pdf},
timestamp = {Thu, 11 Dec 2014 21:23:03 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icpr/Filippone14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{OHarneyICPR14,
author = {Andrew D. O'Harney and
Andre Marquand and
Katya Rubia and
Kaylita Chantiluke and
Anna B. Smith and
Ana Cubillo and
Camilla Blain and
Maurizio Filippone},
title = {Pseudo-Marginal {B}ayesian Multiple-Class Multiple-Kernel Learning for
Neuroimaging Data},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {3185--3190},
year = {2014},
crossref = {DBLP:conf/icpr/2014},
url = {http://dx.doi.org/10.1109/ICPR.2014.549},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/icpr14_mcmkl.pdf},
timestamp = {Fri, 12 Dec 2014 08:41:49 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icpr/OHarneyMRCSCBF14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@proceedings{DBLP:conf/icpr/2014,
title = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
publisher = {{IEEE}},
year = {2014},
url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6966883},
isbn = {978-1-4799-5208-3},
timestamp = {Thu, 11 Dec 2014 16:47:06 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icpr/2014},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{DondelingerAISTATS13,
author = {Frank Dondelinger and
Maurizio Filippone and
Simon Rogers and
Dirk Husmeier},
title = {{ODE} parameter inference using adaptive gradient matching with {G}aussian processes},
booktitle = {AISTATS},
year = {2013},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/aistats13.pdf},
notes = {To appear}
}
@inproceedings{KimACMMM12,
author = {Samuel Kim and
Maurizio Filippone and
Fabio Valente and
Alessandro Vinciarelli},
title = {Predicting the conflict level in television political debates:
an approach based on crowdsourcing, nonverbal communication
and {G}aussian processes},
booktitle = {ACM Multimedia},
year = {2012},
pages = {793-796},
ee = {http://doi.acm.org/10.1145/2393347.2396314},
crossref = {DBLP:conf/mm/2012},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/acm-mm12a.pdf}
}
@inproceedings{MohammadiACMMM12,
author = {Gelareh Mohammadi and
Antonio Origlia and
Maurizio Filippone and
Alessandro Vinciarelli},
title = {From speech to personality: mapping voice quality and intonation
into personality differences},
booktitle = {ACM Multimedia},
year = {2012},
pages = {789-792},
ee = {http://doi.acm.org/10.1145/2393347.2396313},
crossref = {DBLP:conf/mm/2012},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/acm-mm12b.pdf}
}
@proceedings{DBLP:conf/mm/2012,
editor = {Noboru Babaguchi and
Kiyoharu Aizawa and
John R. Smith and
Shin'ichi Satoh and
Thomas Plagemann and
Xian-Sheng Hua and
Rong Yan},
title = {Proceedings of the 20th ACM Multimedia Conference, MM '12,
Nara, Japan, October 29 - November 02, 2012},
booktitle = {ACM Multimedia},
publisher = {ACM},
year = {2012},
isbn = {978-1-4503-1089-5},
ee = {http://dl.acm.org/citation.cfm?id=2393347},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{BarbaraVM08,
author = {Daniel Barbar{\'a} and
Carlotta Domeniconi and
Zoran Duric and
Maurizio Filippone and
Richard Mansfield and
Edgard Lawson},
title = {Detecting Suspicious Behavior in Surveillance Images},
booktitle = {ICDM Workshops},
year = {2008},
pages = {891-900},
url = {http://dx.doi.org/10.1109/ICDMW.2008.36},
crossref = {DBLP:conf/icdm/2008w},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/icdm08.pdf}
}
@proceedings{DBLP:conf/icdm/2008w,
title = {Workshops Proceedings of the 8th IEEE International Conference
on Data Mining (ICDM 2008), December 15-19, 2008, Pisa,
Italy},
booktitle = {ICDM Workshops},
publisher = {IEEE Computer Society},
year = {2008},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{FilipponeCIBB08,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {Stability and Performances in Biclustering Algorithms},
booktitle = {CIBB},
year = {2008},
pages = {91-101},
ee = {http://dx.doi.org/10.1007/978-3-642-02504-4_8},
crossref = {DBLP:conf/cibb/2008},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/cibb/2008,
editor = {Francesco Masulli and
Roberto Tagliaferri and
Gennady Verkhivker},
title = {Computational Intelligence Methods for Bioinformatics and
Biostatistics, 5th International Meeting, CIBB 2008, Vietri
sul Mare, Italy, October 3-4, 2008, Revised Selected Papers},
booktitle = {CIBB},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {5488},
year = {2009},
isbn = {978-3-642-02503-7},
ee = {http://dx.doi.org/10.1007/978-3-642-02504-4},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{FilipponeWIRN08,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {An Experimental Comparison of Kernel Clustering Methods},
booktitle = {WIRN},
year = {2008},
pages = {118-126},
ee = {http://dx.doi.org/10.3233/978-1-58603-984-4-118},
crossref = {DBLP:conf/wirn/2008},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/wirn/2008,
editor = {Bruno Apolloni and
Simone Bassis and
Maria Marinaro},
title = {New Directions in Neural Networks - 18th Italian Workshop
on Neural Networks: WIRN 2008, Vietri sul Mare, Italy, May
22-24, 2008, Revised Selected Papers},
booktitle = {WIRN},
publisher = {IOS Press},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {193},
year = {2009},
isbn = {978-1-58603-984-4},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{CamastraKES07,
author = {Francesco Camastra and
Maurizio Filippone},
title = {{SVM}-Based Time Series Prediction with Nonlinear Dynamics
Methods},
booktitle = {KES (3)},
year = {2007},
pages = {300-307},
url = {http://dx.doi.org/10.1007/978-3-540-74829-8_37},
crossref = {DBLP:conf/kes/2007-3},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/kes07.pdf}
}
@inproceedings{RovettaKES07,
author = {Stefano Rovetta and
Francesco Masulli and
Maurizio Filippone},
title = {Membership Embedding Space Approach and Spectral Clustering},
booktitle = {KES (3)},
year = {2007},
pages = {901-908},
url = {http://dx.doi.org/10.1007/978-3-540-74829-8_110},
crossref = {DBLP:conf/kes/2007-3},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/kes07bis.pdf}
}
@proceedings{DBLP:conf/kes/2007-3,
editor = {Bruno Apolloni and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Knowledge-Based Intelligent Information and Engineering
Systems, 11th International Conference, KES 2007, XVII Italian
Workshop on Neural Networks, Vietri sul Mare, Italy, September
12-14, 2007, Proceedings, Part III},
booktitle = {KES (3)},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {4694},
year = {2007},
isbn = {978-3-540-74828-1},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{CanestrelliIJCNN07,
author = {Elio Canestrelli and
Paolo Canestrelli and
Marco Corazza and
Maurizio Filippone and
Silvio Giove and
Francesco Masulli},
title = {Local Learning of Tide Level Time Series using a Fuzzy Approach},
booktitle = {IJCNN},
year = {2007},
pages = {1813-1818},
url = {http://dx.doi.org/10.1109/IJCNN.2007.4371233},
crossref = {DBLP:conf/ijcnn/2007},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ijcnn07.pdf}
}
@proceedings{DBLP:conf/ijcnn/2007,
title = {Proceedings of the International Joint Conference on Neural
Networks, IJCNN 2007, Celebrating 20 years of neural networks,
Orlando, Florida, USA, August 12-17, 2007},
booktitle = {IJCNN},
publisher = {IEEE},
year = {2007},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{FilipponeWILF07,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {Possibilistic Clustering in Feature Space},
booktitle = {WILF},
year = {2007},
pages = {219-226},
url = {http://dx.doi.org/10.1007/978-3-540-73400-0_27},
crossref = {DBLP:conf/wilf/2007},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/wilf07.pdf}
}
@proceedings{DBLP:conf/wilf/2007,
editor = {Francesco Masulli and
Sushmita Mitra and
Gabriella Pasi},
title = {Applications of Fuzzy Sets Theory, 7th International Workshop
on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy,
July 7-10, 2007, Proceedings},
booktitle = {WILF},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {4578},
year = {2007},
isbn = {978-3-540-73399-7},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{FilipponeCMSB06,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta and
Sushmita Mitra and
Haider Banka},
title = {Possibilistic Approach to Biclustering: An Application to
Oligonucleotide Microarray Data Analysis},
booktitle = {CMSB},
year = {2006},
pages = {312-322},
url = {http://dx.doi.org/10.1007/11885191_22},
crossref = {DBLP:conf/cmsb/2006},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/cmsb06.pdf}
}
@proceedings{DBLP:conf/cmsb/2006,
editor = {Corrado Priami},
title = {Computational Methods in Systems Biology, International
Conference, CMSB 2006, Trento, Italy, October 18-19, 2006,
Proceedings},
booktitle = {CMSB},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {4210},
year = {2006},
isbn = {3-540-46166-3},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{FilipponeCISI06,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta and
Sergiu-Petre Constantinescu},
title = {Input Selection with Mixed Data Sets: A Simulated Annealing Wrapper Approach},
booktitle = {CISI 06 - Conferenza Italiana Sistemi Intelligenti},
year = {2006},
address = {Ancona - Italy},
month = {27-29 September},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/cisi06.pdf}
}
@inproceedings{FilipponeCIBB06,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {Gene Expression Data Analysis in the Membership Embedding Space: A Constructive Approach.},
booktitle = {CIBB 2006 - Third International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics},
year = {2006},
address = {Genova - Italy},
month = {29-31 August},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/cibb06.pdf}
}
@inproceedings{FilipponeIJCNN06,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {Supervised Classification and Gene Selection Using Simulated
Annealing},
booktitle = {IJCNN},
year = {2006},
pages = {3566-3571},
url = {http://dx.doi.org/10.1109/IJCNN.2006.247366},
crossref = {DBLP:conf/ijcnn/2006},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ijcnn06.pdf}
}
@proceedings{DBLP:conf/ijcnn/2006,
title = {Proceedings of the International Joint Conference on Neural
Networks, IJCNN 2006, part of the IEEE World Congress on
Computational Intelligence, WCCI 2006, Vancouver, BC, Canada,
16-21 July 2006},
booktitle = {IJCNN},
publisher = {IEEE},
year = {2006},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{FilipponeWILF05,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {Unsupervised Gene Selection and Clustering Using Simulated Annealing.},
booktitle = {WILF},
year = {2005},
pages = {229-235},
url = {http://dx.doi.org/10.1007/11676935_28},
crossref = {DBLP:conf/wilf/2005},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/wilf05.pdf}
}
@proceedings{DBLP:conf/wilf/2005,
editor = {Isabelle Bloch and
Alfredo Petrosino and
Andrea Tettamanzi},
title = {Fuzzy Logic and Applications, 6th International Workshop,
WILF 2005, Crema, Italy, September 15-17, 2005, Revised
Selected Papers},
booktitle = {WILF},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {3849},
year = {2006},
isbn = {3-540-32529-8},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{MasulliCIBIO05,
author = {Francesco Masulli and
Stefano Rovetta and
Maurizio Filippone},
title = {Clustering Genomic Data in the Membership Embedding Space},
booktitle = {CI-BIO - Workshop on Computational Intelligence Approaches for the Analysis of Bioinformatics Data},
year = {2005},
address = {Montreal - Canada},
month = {5 August},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/cibio05.pdf}
}
@inproceedings{RovettaWIRN05,
author = {Stefano Rovetta and
Francesco Masulli and
Maurizio Filippone},
title = {Soft Rank Clustering},
booktitle = {WIRN/NAIS},
year = {2005},
pages = {207-213},
url = {http://dx.doi.org/10.1007/11731177_29},
crossref = {DBLP:conf/wirn/2005},
bibsource = {DBLP, http://dblp.uni-trier.de},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/wirn05.pdf}
}
@proceedings{DBLP:conf/wirn/2005,
editor = {Bruno Apolloni and
Maria Marinaro and
Giuseppe Nicosia and
Roberto Tagliaferri},
title = {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},
booktitle = {WIRN/NAIS},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {3931},
year = {2006},
isbn = {3-540-33183-2},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{FilipponeWIRN04,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {{ERAF}: a {R} Package for Regression and Forecasting},
booktitle = {Biological and Artificial Intelligence Environments},
pages = {165-173},
crossref = {WIRN04:1402034318},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/wirn04.pdf}
}
@book{WIRN04:1402034318,
author = {Bruno Apolloni and Maria Marinaro and Roberto Tagliaferri},
title = {Biological and Artificial Intelligence Environments},
year = {2005},
isbn = {1402034318},
publisher = {Springer-Verlag New York, Inc.},
address = {Secaucus, NJ, USA}
}
discussions.bib
@article{FilipponeDiscussionSMA11,
author = {Maurizio Filippone and
Antonietta Mira and
Mark Girolami},
title = {Discussion of the paper: ''{S}ampling schemes for generalized linear {D}irichlet process random effects models'' by {M}. {K}yung, {J}. {G}ill, and {G}. {C}asella},
journal = {Statistical Methods \& Applications},
issn = {1618-2510},
pages = {295-297},
volume = {20},
issue = {3},
year = {2011},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/sma11-discussion.pdf},
url = {http://dx.doi.org/10.1007/s10260-011-0170-3}
}
@article{FilipponeDiscussionRSSB11,
author = {Maurizio Filippone},
journal = {Journal of the Royal Statistical Society, Series B (Statistical Methodology)},
number = {2},
pages = {164-165},
title = {Discussion of the paper ''{R}iemann manifold {L}angevin and {H}amiltonian {M}onte {C}arlo methods'' by {M}ark {G}irolami and {B}en {C}alderhead},
volume = {73},
year = {2011},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/RSS10.1.pdf},
url = {http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9868.2010.00765.x/full}
}
@article{StathopoulosDiscussionRSSB11,
author = {Vassilios Stathopoulos and
Maurizio Filippone},
journal = {Journal of the Royal Statistical Society, Series B (Statistical Methodology)},
number = {2},
pages = {167-168},
title = {Discussion of the paper ''{R}iemann manifold {L}angevin and {H}amiltonian {M}onte {C}arlo methods'' by {M}ark {G}irolami and {B}en {C}alderhead},
volume = {73},
month = {March},
year = {2011},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/RSS10.2.pdf},
url = {http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9868.2010.00765.x/full}
}
techrep.bib
@misc{HensmanMCMC_SPARSEGP15,
author = {James Hensman and Alexander G. de G. Matthews and Maurizio Filippone and Zoubin Ghahramani},
title = {{MCMC} for Variationally Sparse {G}aussian Processes},
note = {arXiv:1506.04000},
year = {2015},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/mcmc_sparseGP15.pdf},
url = {http://arxiv.org/abs/1506.04000}
}
@misc{FilipponeULISSE15,
author = {Maurizio Filippone and Raphael Engler},
title = {Enabling scalable stochastic gradient-based inference for {G}aussian processes by employing the {U}nbiased {LI}near {S}ystem {S}olv{E}r ({ULISSE})},
note = {arXiv:1501.05427},
year = {2015},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/icml15.pdf},
url = {http://arxiv.org/abs/1501.05427}
}
@misc{FilipponePM_MCMC_AIS13,
author = {Maurizio Filippone},
title = {{B}ayesian Inference for {G}aussian Process Classifiers with Annealing and Pseudo-Marginal {MCMC}},
note = {arXiv:1311.7320},
year = {2013},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/ea_mcmc_ais13.pdf},
url = {http://arxiv.org/abs/1311.7320}
}
@misc{FilipponeTECH_REP_PM_GP13,
author = {Maurizio Filippone and Mark Girolami},
title = {Pseudo-Marginal {B}ayesian Inference for {G}aussian Processes},
note = {arXiv:1310.0740},
year = {2013},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/tech_rep_pm_gp14.pdf},
url = {http://arxiv.org/abs/1310.0740}
}
@misc{CarotaTECH_REP_DISCLOSURE13,
author = {Cinzia Carota and Maurizio Filippone and Roberto Leombruni and Silvia Polettini},
title = {Bayesian nonparametric disclosure risk estimation via mixed effects log-linear models},
note = {arXiv:1306.5995},
year = {2013},
month = {June},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/tech_rep_disclosure13.pdf},
url = {http://arxiv.org/abs/1306.5995}
}
@techreport{FilipponeTECH_REP_LGMS12,
author = {Maurizio Filippone and Mingjun Zhong and Mark Girolami},
title = {On the Fully {B}ayesian Treatment of Latent {G}aussian Models using Stochastic Simulations},
number = {TR-2012-329},
year = {2012},
month = {February},
institution = {School of Computing Science, University of Glasgow},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/tech_rep_lgms12.pdf}
}
@techreport{FilipponeTECH_REP_AR09,
author = {Maurizio Filippone and
Guido Sanguinetti},
title = {Novelty detection in autoregressive models using information theoretic measures},
number = {CS-09-06},
year = {2009},
month = {July},
institution = {Department of Computer Science, University of Sheffield},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/tech_rep_ar09.pdf}
}
@techreport{FilipponeTECH_REP_INFO_THEO09,
author = {Maurizio Filippone and
Guido Sanguinetti},
title = {Information Theoretic Novelty Detection},
number = {CS-09-02},
year = {2009},
month = {February},
institution = {Department of Computer Science, University of Sheffield},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/tech_rep_info_theo09.pdf}
}
@techreport{FilipponeTECH_REP_RELATIONAL07,
author = {Maurizio Filippone},
title = {Fuzzy Clustering of Patterns Represented by Pairwise Dissimilarities},
number = {ISE-TR-07-05},
year = {2007},
month = {October},
institution = {Department of Information and Software Engineering, George Mason University},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/tech_rep_relational07.pdf}
}
@techreport{FilipponeTECH_REP_PR06,
author = {Maurizio Filippone and
Francesco Camastra and
Francesco Masulli and
Stefano Rovetta},
title = {A Survey of Kernel and Spectral Methods for Clustering},
number = {DISI-TR-06-19},
year = {2006},
month = {18th October},
institution = {Department of Computer and Information Sciences at the University of Genova, Italy}
}
@techreport{FilipponeTECH_REP_IJAR06,
author = {Maurizio Filippone and
Francesco Masulli and
Stefano Rovetta},
title = {A Wrapper Approach to Supervised Input Selection Using Simulated Annealing},
number = {DISI-TR-06-10},
year = {2006},
month = {12th June},
institution = {Department of Computer and Information Sciences at the University of Genova, Italy},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/tech_rep_ijar06.pdf}
}
theses.bib
@phdthesis{FilipponePhDThesis,
author = {Maurizio Filippone},
title = {Central Clustering in Kernel-Induced Spaces},
school = {University of Genova},
year = {2008},
type = {PhD Thesis in Computer Science},
month = {February},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/PhD_Thesis.pdf}
}
@mastersthesis{FilipponeMastersThesis,
author = {Maurizio Filippone},
title = {Metodi di Ensemble per la Previsione di Serie Storiche},
school = {University of Genova},
year = {2004},
type = {Master's Degree Thesis in Physics},
month = {July},
pdf = {http://www.dcs.gla.ac.uk/~maurizio/Publications/Masters_Thesis.pdf}
}
magazines.bib
@article{LinuxC_1,
author = {Claudia Calcagno and Maurizio Filippone and Dario Ghersi},
journal = {Linux \& C.},
volume = {53},
pages = {41--46},
publisher = {Piscopo Editore S.R.L.},
title = {R: Potenza e Versatilit\`a per l'Analisi Statistica},
year = {2006},
month = {June},
url = {http://www.oltrelinux.com/2006/06/}
}