An epistemological framework for medical knowledge-based systems. - Marco Ramoni; Mario Stefanelli; Lorenzo Magnani; Giovanni Barosi (IEEE Trans. Syst. Man Cybern., 1992)

Belief Maintenance in Bayesian Networks. - Marco Ramoni; Alberto Riva (UAI, 1994)

Medical Decision Making Using Ignorant Influence Diagrams. - Marco Ramoni; Alberto Riva; Mario Stefanelli; Vimla L. Patel (AIME, 1995)

Ignorant Influence Diagrams. - Marco Ramoni (IJCAI, 1995)

An ignorant belief network to forecast glucose concentration from clinical databases. - Marco Ramoni; Alberto Riva; Mario Stefanelli; Vimla L. Patel (Artif. Intell. Medicine, 1995)

LispWeb: A Specialized HTTP Server for Distributed AI Applications. - Alberto Riva; Marco Ramoni (Comput. Networks, 1996)

Robust Parameter Learning in Bayesian Networks with Missing Data. - Marco Ramoni; Paola Sebastiani (AISTATS, 1997)

The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases. - Marco Ramoni; Paola Sebastiani (IDA, 1997)

Learning Bayesian Networks from Incomplete Databases. - Marco Ramoni; Paola Sebastiani (UAI, 1997)

Induction of Graphical Models from Incomplete Samples. - Paola Sebastiani; Marco Ramoni (COMPSTAT, 1998)

Decision Theoretic Foundations of Graphical Model Selection. - Paola Sebastiani; Marco Ramoni (UAI, 1998)

Parameter Estimation in Bayesian Networks from Incomplete Databases. - Marco Ramoni; Paola Sebastiani (Intell. Data Anal., 1998)

Learning conditional probabilities from incomplete databases - An experimental comparison. - Marco Ramoni; Paola Sebastiani (AISTATS, 1999)

Model folding for data subject to nonresponse. - Paola Sebastiani; Marco Ramoni (AISTATS, 1999)

Discovering Dynamics Using Bayesian Clustering. - Paola Sebastiani; Marco Ramoni; Paul R. Cohen; John Warwick; James Davis 005 (IDA, 1999)

Multivariate Clustering by Dynamics. - Marco Ramoni; Paola Sebastiani; Paul R. Cohen (AAAI/IAAI, 2000)

Unsupervised clustering of robot activities: a Bayesian approach. - Marco Ramoni; Paola Sebastiani; Paul R. Cohen (Agents, 2000)

Profiling your Customers using Bayesian Networks. - Paola Sebastiani; Marco Ramoni; Alexander Crea (SIGKDD Explor., 2000)

Clustering Continuous Time Series. - Paola Sebastiani; Marco Ramoni (ICML, 2001)

Sequence Learning via Bayesian Clustering by Dynamics. - Paola Sebastiani; Marco Ramoni; Paul R. Cohen (Sequence Learning, 2001)

Robust Bayes classifiers. - Marco Ramoni; Paola Sebastiani (Artif. Intell., 2001)

Robust Learning with Missing Data. - Marco Ramoni; Paola Sebastiani (Mach. Learn., 2001)

Bayesian Clustering by Dynamics. - Marco Ramoni; Paola Sebastiani; Paul R. Cohen (Mach. Learn., 2002)

Editorial: Methods in Functional Genomics. - Paola Sebastiani; Isaac S. Kohane; Marco Ramoni (Mach. Learn., 2003)

Bayesian Networks. - Paola Sebastiani; María M. Abad-Grau; Marco Ramoni (The Data Mining and Knowledge Discovery Handbook, 2005)

Factors affecting automated syndromic surveillance. - Ling Wang; Marco Ramoni; Kenneth D. Mandl; Paola Sebastiani (Artif. Intell. Medicine, 2005)

Discovering Biological Guilds through Topological Abstraction. - Gil Alterovitz; Marco Ramoni (AMIA, 2006)

Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data. - Fulvia Ferrazzi; Paola Sebastiani; Isaac S. Kohane; Marco Ramoni; Riccardo Bellazzi (CBMS, 2006)

Clustering Short Gene Expression Profiles. - Ling Wang; Marco Ramoni; Paola Sebastiani (RECOMB, 2006)

Gene Lethality Detection and Characterization via Topological Analysis of Regulatory Networks. - Gil Alterovitz; Vinayak Muralidhar; Marco Ramoni (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Linking Protein Mass with Function via Organismal Massome Networks. - Gil Alterovitz; Eugenia Lyashenko; Michael Xiang; Marco Ramoni (BIBE, 2007)

A Systematic Approach to Quantifying Evolutionary Functional Trends Across the Universal Tree of Life. - Gil Alterovitz; Taro Muso; Paresh Malalur; Marco Ramoni (BIBE, 2007)

Statistical Mechanics of Biological Networks. - Marco Ramoni (UAI, 2007)

Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. - Fulvia Ferrazzi; Paola Sebastiani; Marco Ramoni; Riccardo Bellazzi (BMC Bioinform., 2007)

GO PaD: the Gene Ontology Partition Database. - Gil Alterovitz; Michael Xiang; Mamta Mohan; Marco Ramoni (Nucleic Acids Res., 2007)

Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach. - Gil Alterovitz; Marco Ramoni (IEEE Trans. Educ., 2007)

Erratum to "Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach". - Gil Alterovitz; Marco Ramoni (IEEE Trans. Educ., 2007)

Characterization of Patients who Suffer Asthma Exacerbations using Data Extracted from Electronic Medical Records. - Blanca E. Himes; Isaac S. Kohane; Marco Ramoni; Scott T. Weiss (AMIA, 2008)

System-Wide Peripheral Biomarker Discovery Using Information Theory. - Gil Alterovitz; Michael Xiang; Jonathan Liu; Amelia Chang; Marco Ramoni (Pacific Symposium on Biocomputing, 2008)

Automated programming for bioinformatics algorithm deployment. - Gil Alterovitz; Adnaan Jiwaji; Marco Ramoni (Bioinform., 2008)

Robust cross-race gene expression analysis. - Hsun-Hsien Chang; Marco Ramoni (ICASSP, 2009)

Session Introduction. - Gil Alterovitz; Judith A. Blake; Jonathan M. Dreyfuss; Drew Endy; Marco Ramoni (Pacific Symposium on Biocomputing, 2009)

Selected proceedings of the First Summit on Translational Bioinformatics 2008. - Atul J. Butte; Indra Neil Sarkar; Marco Ramoni; Yves A. Lussier; Olga G. Troyanskaya (BMC Bioinform., 2009)

Transcriptional network classifiers. - Hsun-Hsien Chang; Marco Ramoni (BMC Bioinform., 2009)

Research Paper: Prediction of Chronic Obstructive Pulmonary Disease (COPD) in Asthma Patients Using Electronic Medical Records. - Blanca E. Himes; Yi Dai; Isaac S. Kohane; Scott T. Weiss; Marco Ramoni (J. Am. Medical Informatics Assoc., 2009)

Use of Bayesian networks to probabilistically model and improve the likelihood of validation of microarray findings by RT-PCR. - Sangeeta B. English; Shou-Ching Shih; Marco Ramoni; Lois E. Smith; Atul J. Butte (J. Biomed. Informatics, 2009)

Learning Bayesian Networks. - Marco Ramoni; Paola Sebastiani (Encyclopedia of Data Warehousing and Mining, 2009)

Session Introduction. - Gil Alterovitz; Silvio Cavalcanti; Taro Muso; Marco Ramoni; May Wang (Pacific Symposium on Biocomputing, 2010)

The challenges of informatics in synthetic biology: from biomolecular networks to artificial organisms. - Gil Alterovitz; Taro Muso; Marco Ramoni (Briefings Bioinform., 2010)

Mapping transcription mechanisms from multimodal genomic data. - Hsun-Hsien Chang; Michael J. McGeachie; Gil Alterovitz; Marco Ramoni (BMC Bioinform., 2010)

Introduction to the special issue on information theory in molecular biology and neuroscience. - Olgica Milenkovic; Gil Alterovitz; Gerard Battail; Todd P. Coleman; Joachim Hagenauer; Sean P. Meyn; Nathan D. Price 001; Marco Ramoni; Ilya Shmulevich; Wojciech Szpankowski (IEEE Trans. Inf. Theory, 2010)

Bayesian Networks. - Paola Sebastiani; María M. Abad-Grau; Marco Ramoni (Data Mining and Knowledge Discovery Handbook, 2010)

Is the reduction of dimensionality to a small number of features always necessary in constructing predictive models for analysis of complex diseases or behaviours? - Amin Zollanvari; Nancy L. Saccone; Laura J. Bierut; Marco Ramoni; Gil Alterovitz (EMBC, 2011)

Inferring cell cycle feedback regulation from gene expression data. - Fulvia Ferrazzi; Felix B. Engel; Erxi Wu; Annie P. Moseman; Isaac S. Kohane; Riccardo Bellazzi; Marco Ramoni (J. Biomed. Informatics, 2011)

Inferring Nonstationary Gene Networks from Longitudinal Gene Expression Microarrays. - Hsun-Hsien Chang; Marco Ramoni (J. Signal Process. Syst., 2011)

Transcriptional network predicts viral set point during acute HIV-1 infection. - Hsun-Hsien Chang; Kelly Soderberg; Jason A. Skinner; Jacques Banchereau; Damien Chaussabel; Barton F. Haynes; Marco Ramoni; Norman L. Letvin (J. Am. Medical Informatics Assoc., 2012)