Marco Ramoni

Publication Activity (10 Years)

Years Active: 1992-2013
Publications (10 Years): 0

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Marco Ramoni, Alberto Riva
Belief Maintenance in Bayesian Networks CoRR (2013)
Marco Ramoni, Paola Sebastiani
Learning Bayesian Networks from Incomplete Databases CoRR (2013)
Paola Sebastiani, Marco Ramoni
Decision Theoretic Foundations of Graphical Model Selection CoRR (2013)
Hsun-Hsien Chang, Kelly Soderberg, Jason A. Skinner, Jacques Banchereau, Damien Chaussabel, Barton F. Haynes, Marco Ramoni, Norman L. Letvin
Transcriptional network predicts viral set point during acute HIV-1 infection. J. Am. Medical Informatics Assoc. 19 (6) (2012)
Hsun-Hsien Chang, Marco Ramoni
Inferring Nonstationary Gene Networks from Longitudinal Gene Expression Microarrays. J. Signal Process. Syst. 65 (2) (2011)
Fulvia Ferrazzi, Felix B. Engel, Erxi Wu, Annie P. Moseman, Isaac S. Kohane, Riccardo Bellazzi, Marco Ramoni
Inferring cell cycle feedback regulation from gene expression data. J. Biomed. Informatics 44 (4) (2011)
Amin Zollanvari, Nancy L. Saccone, Laura J. Bierut, Marco Ramoni, Gil Alterovitz
Is the reduction of dimensionality to a small number of features always necessary in constructing predictive models for analysis of complex diseases or behaviours? EMBC (2011)
Gil Alterovitz, Silvio Cavalcanti, Taro Muso, Marco Ramoni, May Wang
Session Introduction. Pacific Symposium on Biocomputing (2011)
Gil Alterovitz, Silvio Cavalcanti, Taro Muso, Marco Ramoni, May Wang
Session Introduction. Pacific Symposium on Biocomputing (2010)
Hsun-Hsien Chang, Michael J. McGeachie, Gil Alterovitz, Marco Ramoni
Mapping transcription mechanisms from multimodal genomic data. BMC Bioinform. 11 (S-9) (2010)
Olgica Milenkovic, Gil Alterovitz, Gerard Battail, Todd P. Coleman, Joachim Hagenauer, Sean P. Meyn, Nathan D. Price, Marco Ramoni, Ilya Shmulevich, Wojciech Szpankowski
Introduction to the special issue on information theory in molecular biology and neuroscience. IEEE Trans. Inf. Theory 56 (2) (2010)
Gil Alterovitz, Taro Muso, Marco Ramoni
The challenges of informatics in synthetic biology: from biomolecular networks to artificial organisms. Briefings Bioinform. 11 (1) (2010)
Hsun-Hsien Chang, Marco Ramoni
Transcriptional network classifiers. BMC Bioinform. 10 (S-9) (2009)
Gil Alterovitz, Judith A. Blake, Jonathan M. Dreyfuss, Drew Endy, Marco Ramoni
Session Introduction. Pacific Symposium on Biocomputing (2009)
Hsun-Hsien Chang, Marco Ramoni
Robust cross-race gene expression analysis. ICASSP (2009)
Atul J. Butte, Indra Neil Sarkar, Marco Ramoni, Yves A. Lussier, Olga G. Troyanskaya
Selected proceedings of the First Summit on Translational Bioinformatics 2008. BMC Bioinform. 10 (S-2) (2009)
Blanca E. Himes, Yi Dai, Isaac S. Kohane, Scott T. Weiss, Marco Ramoni
Research Paper: Prediction of Chronic Obstructive Pulmonary Disease (COPD) in Asthma Patients Using Electronic Medical Records. J. Am. Medical Informatics Assoc. 16 (3) (2009)
Sangeeta B. English, Shou-Ching Shih, Marco Ramoni, Lois E. Smith, Atul J. Butte
Use of Bayesian networks to probabilistically model and improve the likelihood of validation of microarray findings by RT-PCR. J. Biomed. Informatics 42 (2) (2009)
Gil Alterovitz, Adnaan Jiwaji, Marco Ramoni
Automated programming for bioinformatics algorithm deployment. Bioinform. 24 (3) (2008)
Gil Alterovitz, Michael Xiang, Jonathan Liu, Amelia Chang, Marco Ramoni
System-Wide Peripheral Biomarker Discovery Using Information Theory. Pacific Symposium on Biocomputing (2008)
Blanca E. Himes, Isaac S. Kohane, Marco Ramoni, Scott T. Weiss
Characterization of Patients who Suffer Asthma Exacerbations using Data Extracted from Electronic Medical Records. AMIA (2008)
Gil Alterovitz, Michael Xiang, Mamta Mohan, Marco Ramoni
GO PaD: the Gene Ontology Partition Database. Nucleic Acids Res. 35 (Database-Issue) (2007)
Gil Alterovitz, Marco Ramoni
Erratum to "Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach". IEEE Trans. Educ. 50 (2) (2007)
Gil Alterovitz, Marco Ramoni
Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach. IEEE Trans. Educ. 50 (1) (2007)
Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, Riccardo Bellazzi
Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. BMC Bioinform. 8 (S-5) (2007)
Marco Ramoni
Statistical Mechanics of Biological Networks. UAI (2007)
Gil Alterovitz, Taro Muso, Paresh Malalur, Marco Ramoni
A Systematic Approach to Quantifying Evolutionary Functional Trends Across the Universal Tree of Life. BIBE (2007)
Gil Alterovitz, Eugenia Lyashenko, Michael Xiang, Marco Ramoni
Linking Protein Mass with Function via Organismal Massome Networks. BIBE (2007)
Gil Alterovitz, Marco Ramoni
Discovering Biological Guilds through Topological Abstraction. AMIA (2006)
Ling Wang, Marco Ramoni, Paola Sebastiani
Clustering Short Gene Expression Profiles. RECOMB (2006)
Fulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi
Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data. CBMS (2006)
Gil Alterovitz, Vinayak Muralidhar, Marco Ramoni
Gene Lethality Detection and Characterization via Topological Analysis of Regulatory Networks. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2006)
Ling Wang, Marco Ramoni, Kenneth D. Mandl, Paola Sebastiani
Factors affecting automated syndromic surveillance. Artif. Intell. Medicine 34 (3) (2005)
Paola Sebastiani, Isaac S. Kohane, Marco Ramoni
Editorial: Methods in Functional Genomics. Mach. Learn. 52 (1-2) (2003)
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
Bayesian Clustering by Dynamics. Mach. Learn. 47 (1) (2002)
Marco Ramoni, Paola Sebastiani
Robust Learning with Missing Data. Mach. Learn. 45 (2) (2001)
Paola Sebastiani, Marco Ramoni
Clustering Continuous Time Series. ICML (2001)
Marco Ramoni, Paola Sebastiani
Robust Bayes classifiers. Artif. Intell. 125 (1-2) (2001)
Paola Sebastiani, Marco Ramoni, Paul R. Cohen
Sequence Learning via Bayesian Clustering by Dynamics. Sequence Learning (2001)
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
Unsupervised clustering of robot activities: a Bayesian approach. Agents (2000)
Paola Sebastiani, Marco Ramoni, Alexander Crea
Profiling your Customers using Bayesian Networks. SIGKDD Explor. 1 (2) (2000)
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
Multivariate Clustering by Dynamics. AAAI/IAAI (2000)
Marco Ramoni, Paola Sebastiani
Learning conditional probabilities from incomplete databases - An experimental comparison. AISTATS (1999)
Paola Sebastiani, Marco Ramoni
Model folding for data subject to nonresponse. AISTATS (1999)
Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis
Discovering Dynamics Using Bayesian Clustering. IDA (1999)
Marco Ramoni, Paola Sebastiani
Parameter Estimation in Bayesian Networks from Incomplete Databases. Intell. Data Anal. 2 (1-4) (1998)
Paola Sebastiani, Marco Ramoni
Decision Theoretic Foundations of Graphical Model Selection. UAI (1998)
Paola Sebastiani, Marco Ramoni
Induction of Graphical Models from Incomplete Samples. COMPSTAT (1998)
Marco Ramoni, Paola Sebastiani
Robust Parameter Learning in Bayesian Networks with Missing Data. AISTATS (1997)
Marco Ramoni, Paola Sebastiani
Learning Bayesian Networks from Incomplete Databases. UAI (1997)
Marco Ramoni, Paola Sebastiani
The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases. IDA (1997)
Alberto Riva, Marco Ramoni
LispWeb: A Specialized HTTP Server for Distributed AI Applications. Comput. Networks 28 (7-11) (1996)
Marco Ramoni
Ignorant Influence Diagrams. IJCAI (1995)
Marco Ramoni, Alberto Riva, Mario Stefanelli, Vimla L. Patel
An ignorant belief network to forecast glucose concentration from clinical databases. Artif. Intell. Medicine 7 (6) (1995)
Marco Ramoni, Alberto Riva, Mario Stefanelli, Vimla L. Patel
Medical Decision Making Using Ignorant Influence Diagrams. AIME (1995)
Marco Ramoni, Alberto Riva
Belief Maintenance in Bayesian Networks. UAI (1994)
Marco Ramoni, Mario Stefanelli, Lorenzo Magnani, Giovanni Barosi
An epistemological framework for medical knowledge-based systems. IEEE Trans. Syst. Man Cybern. 22 (6) (1992)