Francesca MARTELLA

Professore associato

email: francesca.martella@uniroma1.it
telefono: 20464




Produzione scientifica

11573/1261764 - 2019 - Model-based biclustering of multivariate longitudinal trajectories
M. Alfò; M. F. Marino; F. Martella - 04d Abstract in atti di convegno
congresso: Final CRoNoS meeting and 2nd workshop and training school on Multivariate Data Analysis and Software (CRoNoS & MDA 2019) (Limassol (Cypro))
libro: CRoNoS & MDA 2019 Book of Abstracts - ()

11573/1352020 - 2019 - Biclustering for multivariate longitudinal data
Alfo Marco; Francesca Martella - 04d Abstract in atti di convegno
congresso: The European Meeting of Statisticians (EMS) 2019 (Palermo)
libro: Book of Abstracts of the 32nd edition of the European Meeting of Statisticians - ()

11573/1112999 - 2018 - Probabilistic Disjoint Principal Component Analysis
Ferrara Carla; Martella Francesca; Vichi Maurizio - 01a Articolo in rivista
rivista: MULTIVARIATE BEHAVIORAL RESEARCH (Lawrence Erlbaum Associates Incorporated:10 Industrial Avenue:Mahwah, NJ 07430:(201)236-9500, EMAIL: journals@erlbaum.com, INTERNET: http://www.erlbaum.com/, Fax: (201)760-3735) pp. - - issn: 0027-3171 - wos: (0) - scopus: (0)

11573/1149215 - 2018 - Regression modeling via latent predictors
F. Martella; D. Vicari - 04b Atto di convegno in volume
congresso: 49th Scientific Meeting on the Italian Statistical Society (Palermo)
libro: Book of short Papers SIS 2018 - (9788891910233)

11573/952297 - 2017 - DYNAMIC MIXTURES OF FACTOR ANALYZERS TO CHARACTERIZE MULTIVARIATE AIR POLLUTANT EXPOSURES
Martella, Francesca - 01a Articolo in rivista
rivista: THE ANNALS OF APPLIED STATISTICS (Bethesda, Maryland: Institute of Mathematical Statistics Dues and Subscriptions Office 9650 Rockville Pike Suite L3407A Bethesda, Maryland 20814-3998.) pp. 1617-1648 - issn: 1932-6157 - wos: (0) - scopus: 2-s2.0-85031504400 (4)

11573/952330 - 2017 - A finite mixture approach to joint clustering of individuals and multivariate discrete outcomes
Martella, Francesca; Alfo', Marco - 01a Articolo in rivista
rivista: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (Taylor & Francis Limited:Rankine Road, Basingstoke RG24 8PR United Kingdom:011 44 1256 813035, EMAIL: madeline.sims@tandf.co.uk, info@tandf.co.uk, INTERNET: http://www.tandf.co.uk, Fax: 011 44 1256 330245) pp. 2186-2206 - issn: 0094-9655 - wos: WOS:000402084400007 (0) - scopus: 2-s2.0-85019064928 (0)

11573/531039 - 2016 - Dimensions of well-being and their statistical measurements
Ferrara, Carla; Martella, Francesca; Vichi, Maurizio - 02a Capitolo o Articolo
libro: Topics in Theoretical and Applied Statistics - (978-3-319-27272-6)

11573/713060 - 2016 - A biclustering approach to university performances: an Italian case study
Raponi, Valentina; Martella, Francesca - 01a Articolo in rivista
rivista: JOURNAL OF APPLIED STATISTICS (Carfax Publishing Limited:Rankine Road, Basingstoke RG24 8PR United Kingdom:011 44 1256 813000, EMAIL: madeline.sims@tandf.co.uk, INTERNET: http://www.carfax.co.uk, http://www.tandf.co.uk, Fax: 011 44 1256 330245) pp. 31-45 - issn: 0266-4763 - wos: WOS:000367133700004 (7) - scopus: 2-s2.0-84923023790 (6)

11573/530488 - 2015 - Partitioning predictors in multivariate regression models
Martella, Francesca; Vicari, Donatella; Vichi, Maurizio - 01a Articolo in rivista
rivista: STATISTICS AND COMPUTING (Heidelberg : Springer Dordrecht Netherlands: Kluwer Academic Publishers) pp. 261-272 - issn: 0960-3174 - wos: WOS:000349551100007 (2) - scopus: 2-s2.0-84958159728 (2)

11573/790124 - 2015 - Finite mixture clustering of human tissues with different levels of IGF-1 splice variants mRNA transcripts
Alfo', Marco; Martella, Francesca; Musaro', Antonio - 01a Articolo in rivista
rivista: BMC BIOINFORMATICS (BIOMED CENTRAL LTD, MIDDLESEX HOUSE, 34-42 CLEVELAND ST, LONDON, ENGLAND, W1T 4LB) pp. 1-17 - issn: 1471-2105 - wos: WOS:000361095000001 (5) - scopus: 2-s2.0-84942190590 (5)

11573/790157 - 2015 - From mixtures of SEMs to mixtures of Double-structure SEMs
Martella, Francesca; Alfo', Marco; Giordani, Paolo - 04d Abstract in atti di convegno
congresso: International Federation of Classification Societies (IFCS) 2015 Conference (Bologna, Italy)
libro: International Federation of Classification Societies (IFCS) 2015 Conference - ()

11573/790159 - 2015 - A simple approach to bi-clustering discrete data
Alfo', Marco; Marino, Maria Francesca; Martella, Francesca - 04d Abstract in atti di convegno
congresso: International Federation of Classification Societies (IFCS) 2015 Conference (Bologna, Italy)
libro: International Federation of Classification Societies (IFCS) 2015 Conference - ()

11573/474488 - 2014 - Classifying and Mapping Potential Distribution of Forest Types Using a Finite Mixture Model
Attorre, Fabio; De Sanctis, Michele; Alfo', Marco; Martella, Francesca; Vitale, Marcello - 01a Articolo in rivista
rivista: FOLIA GEOBOTANICA (Průhonice : Institute of Botany, Academy of Sciences of the Czech Republic, 1998-) pp. 313-335 - issn: 1211-9520 - wos: WOS:000343287400002 (12) - scopus: 2-s2.0-84930822538 (12)

11573/618636 - 2014 - Probabilistic Disjoint Principal Component Analysis
Ferrara, Carla; Martella, Francesca; Vichi, Maurizio - 04d Abstract in atti di convegno
congresso: Book of abstracts, 8th International Conference on Partial Least Squares and Related Methods (PLS’14) (Paris, France)
libro: Book of abstracts, 8th International Conference on Partial Least Squares and Related Methods (PLS’14) - ()

11573/618637 - 2014 - Multivariate regression modeling with clustered correlated predictors
Martella, Francesca; Vicari, Donatella; Vichi, Maurizio - 04d Abstract in atti di convegno
congresso: Book of abstracts, 8th International Conference on Partial Least Squares and Related Methods (PLS’14) (Paris, France)
libro: Book of abstracts, 8th International Conference on Partial Least Squares and Related Methods (PLS’14) - ()

11573/442262 - 2013 - Model-based approaches to synthesize microarray data: a unifying review using mixture of SEMs.
Martella, Francesca - 01a Articolo in rivista
rivista: STATISTICAL METHODS IN MEDICAL RESEARCH (Arnold:338 Euston Road, London NW1 3BH United Kingdom:011 44 207 8736000, INTERNET: http://www.arnoldpublishers.com, Fax: 011 44 207 8736325) pp. 567-582 - issn: 0962-2802 - wos: WOS:000327311200002 (0) - scopus: 2-s2.0-84888603628 (0)

11573/483570 - 2013 - Genome-wide linkage analysis for human longevity: Genetics of Healthy Aging Study
Martella, Francesca - 01a Articolo in rivista
rivista: AGING CELL (-MALDEN:WILEY-BLACKWELL PUBLISHING, INC. -Oxford : Blackwell, 2002-) pp. 184-193 - issn: 1474-9718 - wos: WOS:000316323500002 (99) - scopus: 2-s2.0-84878933045 (108)

11573/531043 - 2013 - A biclustering approach for discrete outcomes
Martella, Francesca; Alfo', Marco - 04b Atto di convegno in volume
congresso: 9th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society 2013 (Modena (Italy))
libro: Book of short papers, 9th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society 2013 - (9788867871179)

11573/549908 - 2013 - Hidden markov of factor analyzers for biclustering of microarray time course data in multiple conditions.
Martella, Francesca - 04d Abstract in atti di convegno
congresso: 6th International Conference of the ERCIM WG on Computational and Methodological Statistics ()
libro: 6th International Conference of the ERCIM WG on Computational and Methodological Statistics - ()

11573/442241 - 2012 - Clustering microarray data using model-based double K-means
Martella, Francesca; Vichi, Maurizio - 01a Articolo in rivista
rivista: JOURNAL OF APPLIED STATISTICS (Carfax Publishing Limited:Rankine Road, Basingstoke RG24 8PR United Kingdom:011 44 1256 813000, EMAIL: madeline.sims@tandf.co.uk, INTERNET: http://www.carfax.co.uk, http://www.tandf.co.uk, Fax: 011 44 1256 330245) pp. 1853-1869 - issn: 0266-4763 - wos: WOS:000306995200001 (4) - scopus: 2-s2.0-84864590318 (5)

11573/443829 - 2012 - Clustering Multivariate Longitudinal Data: Hidden Markov of Factor Analyzers.
Martella, Francesca - 04b Atto di convegno in volume
congresso: 46th Scientific Meeting on the Italian Statistical Society, 2012. (Rome, Italy)
libro: Book of short papers: In 46th Scientific Meeting on the Italian Statistical Society, 2012. - (9788861298828)

11573/443832 - 2012 - Dimensions of well-being and their statistical measurements.
Ferrara, Carla; Martella, Francesca; Vichi, Maurizio - 02a Capitolo o Articolo
libro: Book of short papers: In 46th Scientific Meeting on the Italian Statistical Society, 2012 - (9788861298828)

11573/499742 - 2012 - Dimensions of well-being and their statistical measurements
Ferrara, Carla; Martella, Francesca; Vichi, Maurizio - 04a Atto di comunicazione a congresso
congresso: Making decisions: the role of statistics for knowledge and governance (Rome)
libro: Making decisions: the role of statistics for knowledge and governance - ()

11573/133544 - 2011 - Hierarchical mixture models for biclustering in microarray data
Martella, Francesca; Alfo', Marco; Vichi, Maurizio - 01a Articolo in rivista
rivista: STATISTICAL MODELLING (Arnold, London) pp. 489-505 - issn: 1471-082X - wos: WOS:000298353300002 (2) - scopus: 2-s2.0-84055178455 (3)

11573/442063 - 2011 - Identifying partitions of genes and tissue samples in microarray data
Martella, Francesca; Alfo', Marco - 04b Atto di convegno in volume
congresso: Conference of the Classification and Data Analysis Group of the Italian Statistical Society (Catania)
libro: New Perspectives in Statistical Modeling and Data Analysis - (9783642113628)

11573/442261 - 2011 - A mixture model with random-effects components for classifying sibling pairs
Martella, Francesca - 01a Articolo in rivista
rivista: STATISTICS IN MEDICINE (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 3252-3264 - issn: 0277-6715 - wos: WOS:000297973100007 (1) - scopus: 2-s2.0-81855185616 (3)

11573/443503 - 2011 - Multivariate regression model based on an optimal partition of predictors.
Martella, Francesca; Vicari, Donatella; Vichi, Maurizio - 04b Atto di convegno in volume
congresso: 8th International Meeting of the Classification and Data Analysis Group of the Italian Statistical Society (Pavia, Italy)
libro: Book of Short Papers, Cladag2011 - (978-88-90663901)

11573/443508 - 2011 - Microcephaly associated with a familial balanced translocation t(5;18)(q35.2;q22.3):gene expression studies in lymphoblastoid cell‐lines.
Martella, Francesca - 02a Capitolo o Articolo
libro: Rapporto Tecnico, Dipartimento Scienze Statistiche, Sapienza Università di Roma - ()

11573/443836 - 2011 - Genome-wide linkage analysis for longevity in European nonagenarian siblings: Genetics of Healthy Ageing Study (GEHA).
Martella, Francesca - 04d Abstract in atti di convegno
congresso: 12th International Congress of Human Genetics/61st Annual Meeting of The American Society of Human Genetics (Montreal, Canada.)
libro: 12th International Congress of Human Genetics/61st Annual Meeting of The American Society of Human Genetics - ()

11573/443848 - 2011 - Multivariate regression model based on a partition of predictors.
Martella, Francesca; Vicari, Donatella; Vichi, Maurizio - 04b Atto di convegno in volume
congresso: 7th Conference on Statistical Computation and Complex Systems (SCO) (Padova, Italy)
libro: Book of 7th Conference on Statistical Computation and Complex Systems (SCO) - (978-88-6129-753-1)

11573/444529 - 2010 - A Mixture Model with Random Effects Components for Classifying Families with Application to Healthy Aging
Martella, Francesca - 04c Atto di convegno in rivista
rivista: GENETIC EPIDEMIOLOGY (Hoboken, NJ : John Wiley & Sons Incorporated) pp. 968-968 - issn: 0741-0395 - wos: WOS:000284719100192 (0) - scopus: (0)
congresso: 19th Annual Meeting of the International-Genetic-Epidemiology-Society (Boston, MA)

11573/443506 - 2009 - Model-based clustering for dependent data.
Martella, Francesca - 04d Abstract in atti di convegno
congresso: Second IBS Channel Network Conference, Section on Model selection and clustering (Ghent, Belgium)
libro: Second IBS Channel Network Conference, Section on Model selection and clustering - ()

11573/499752 - 2009 - Identifying partitions of genes and tissue samples in microarray data.
Martella, Francesca; Alfo', Marco - 02a Capitolo o Articolo
libro: Book of short papers, 7th Conference of the Classification and Data Analysis group of the Italian Statistical Society 2009 - (9788861294066)

11573/500729 - 2009 - Model-based approaches to synthesize microarray data: a unifying review using mixture SEM
Martella, Francesca - 04d Abstract in atti di convegno
congresso: IFCS 2009 Conference: Data Science and Classification, Section on Mixture Analysis - Mixture models in genetics (Dresden, Germany)
libro: IFCS 2009 Conference: Data Science and Classification, Section on Mixture Analysis - Mixture models in genetics - ()

11573/133539 - 2008 - Biclustering of Gene Expression Data by an Extension of Mixtures of Factor Analyzers
Martella, Francesca; Alfo', Marco; Vichi, Maurizio - 01a Articolo in rivista
rivista: THE INTERNATIONAL JOURNAL OF BIOSTATISTICS (Berkeley, CA : Berkeley Electronic Press, c2005-) pp. 1-19 - issn: 1557-4679 - wos: (0) - scopus: 2-s2.0-43149126545 (11)

11573/443853 - 2007 - Comparison of algorithms for high-resolution array CGH.
Martella, Francesca - 04f Poster
congresso: Benelux Bioinformatics Conference 2007 (BBC 2007) (Leuven, Belgium)
libro: Benelux Bioinformatics Conference 2007 (BBC 2007) - ()

11573/443857 - 2007 - Biclustering of microarray data
Martella, Francesca; Alfo', Marco; Vichi, Maurizio - 02a Capitolo o Articolo
libro: Book of short papers, 6th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society 2007 - (9788860560209)

11573/443861 - 2007 - Model-based biclustering for expression data
Martella, Francesca - 04f Poster
congresso: Benelux Bioinformatics Conference (Leuven, Belgium)
libro: Benelux Bioinformatics - ()

11573/442062 - 2006 - Classification of Microarray Data with Factor Mixture Models.
Martella, Francesca - 01a Articolo in rivista
rivista: BIOINFORMATICS (-Oxford : Oxford University Press, 1998-) pp. 202-208 - issn: 1367-4803 - wos: WOS:000235218900012 (22) - scopus: 2-s2.0-32144450423 (24)

11573/443860 - 2006 - Model-based double clustering
Martella, Francesca; Vichi, Maurizio - 04a Atto di comunicazione a congresso
congresso: Atti del convegno XX RIUNIONE SCIENTIFICA (Rome, Italy)
libro: Atti del convegno XX RIUNIONE SCIENTIFICA - ()

11573/445280 - 2006 - Double Hierarchical Mixture model for microarray data
Martella, Francesca; Alfo', Marco; Vichi, Maurizio - 04d Abstract in atti di convegno
congresso: IFCS 2006 Conference: Data Science and Classification, Invited Session on Clustering and Classification of Microarray Gene Expression Data (Ljubljana, Slovenia)
libro: Atti del IFCS 2006 Conference: Data Science and Classification, Invited Session on Clustering and Classification of Microarray Gene Expression Data - ()

11573/500832 - 2005 - Clustering of microarray data using finite mixture models
Martella, Francesca - 02a Capitolo o Articolo
libro: Book of Short Papers, Cladag2005 - (887847066X)

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