Marco Ramoni

According to our database, Marco Ramoni authored at least 56 papers between 1992 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2012

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

2011

Inferring Nonstationary Gene Networks from Longitudinal Gene Expression Microarrays.

Hsun-Hsien Chang, Marco Ramoni

J. Signal Process. Syst., 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

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

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Bayesian Networks.

Paola Sebastiani, María M. Abad-Grau, Marco Ramoni

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 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, Marco Ramoni, Ilya Shmulevich, Wojciech Szpankowski

IEEE Trans. Inf. Theory, 2010

Mapping transcription mechanisms from multimodal genomic data.

Hsun-Hsien Chang, Michael J. McGeachie, Gil Alterovitz, Marco Ramoni

BMC Bioinform., 2010

The challenges of informatics in synthetic biology: from biomolecular networks to artificial organisms.

Gil Alterovitz, Taro Muso, Marco Ramoni

Briefings Bioinform., 2010

Session Introduction.

Gil Alterovitz, Silvio Cavalcanti, Taro Muso, Marco Ramoni, May Wang

Proceedings of the Biocomputing 2010: Proceedings of the Pacific Symposium, 2010

2009

Learning Bayesian Networks.

Marco Ramoni, Paola Sebastiani

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 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

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

Transcriptional network classifiers.

Hsun-Hsien Chang, Marco Ramoni

BMC Bioinform., 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

Session Introduction.

Gil Alterovitz, Judith A. Blake, Jonathan M. Dreyfuss, Drew Endy, Marco Ramoni

Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009

Robust cross-race gene expression analysis.

Hsun-Hsien Chang, Marco Ramoni

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Automated programming for bioinformatics algorithm deployment.

Gil Alterovitz, Adnaan Jiwaji, Marco Ramoni

Bioinform., 2008

System-Wide Peripheral Biomarker Discovery Using Information Theory.

Gil Alterovitz, Michael Xiang, Jonathan Liu, Amelia Chang, Marco Ramoni

Proceedings of the Biocomputing 2008, 2008

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

Proceedings of the AMIA 2008, 2008

2007

Erratum to "Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach".

Gil Alterovitz, Marco Ramoni

IEEE Trans. Educ., 2007

Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach.

Gil Alterovitz, Marco Ramoni

IEEE Trans. Educ., 2007

GO PaD: the Gene Ontology Partition Database.

Gil Alterovitz, Michael Xiang, Mamta Mohan, Marco Ramoni

Nucleic Acids Res., 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

Statistical Mechanics of Biological Networks.

Marco Ramoni

Proceedings of the UAI 2007, 2007

A Systematic Approach to Quantifying Evolutionary Functional Trends Across the Universal Tree of Life.

Gil Alterovitz, Taro Muso, Paresh Malalur, Marco Ramoni

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Linking Protein Mass with Function via Organismal Massome Networks.

Gil Alterovitz, Eugenia Lyashenko, Michael Xiang, Marco Ramoni

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

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

Clustering Short Gene Expression Profiles.

Ling Wang, Marco Ramoni, Paola Sebastiani

Proceedings of the Research in Computational Molecular Biology, 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

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

Discovering Biological Guilds through Topological Abstraction.

Gil Alterovitz, Marco Ramoni

Proceedings of the AMIA 2006, 2006

2005

Factors affecting automated syndromic surveillance.

Ling Wang, Marco Ramoni, Kenneth D. Mandl, Paola Sebastiani

Artif. Intell. Medicine, 2005

Bayesian Networks.

Paola Sebastiani, María M. Abad-Grau, Marco Ramoni

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2003

Editorial: Methods in Functional Genomics.

Paola Sebastiani, Isaac S. Kohane, Marco Ramoni

Mach. Learn., 2003

2002

Bayesian Clustering by Dynamics.

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Mach. Learn., 2002

2001

Robust Learning with Missing Data.

Marco Ramoni, Paola Sebastiani

Mach. Learn., 2001

Robust Bayes classifiers.

Marco Ramoni, Paola Sebastiani

Artif. Intell., 2001

Sequence Learning via Bayesian Clustering by Dynamics.

Paola Sebastiani, Marco Ramoni, Paul R. Cohen

Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001

Clustering Continuous Time Series.

Paola Sebastiani, Marco Ramoni

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

2000

Profiling your Customers using Bayesian Networks.

Paola Sebastiani, Marco Ramoni, Alexander Crea

SIGKDD Explor., 2000

Unsupervised clustering of robot activities: a Bayesian approach.

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Proceedings of the Fourth International Conference on Autonomous Agents, 2000

Multivariate Clustering by Dynamics.

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Discovering Dynamics Using Bayesian Clustering.

Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

Model folding for data subject to nonresponse.

Paola Sebastiani, Marco Ramoni

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

Learning conditional probabilities from incomplete databases - An experimental comparison.

Marco Ramoni, Paola Sebastiani

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998

Parameter Estimation in Bayesian Networks from Incomplete Databases.

Marco Ramoni, Paola Sebastiani

Intell. Data Anal., 1998

Decision Theoretic Foundations of Graphical Model Selection.

Paola Sebastiani, Marco Ramoni

Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Induction of Graphical Models from Incomplete Samples.

Paola Sebastiani, Marco Ramoni

Proceedings of the COMPSTAT 1998, 1998

1997

Learning Bayesian Networks from Incomplete Databases.

Marco Ramoni, Paola Sebastiani

Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases.

Marco Ramoni, Paola Sebastiani

Proceedings of the Advances in Intelligent Data Analysis, 1997

Robust Parameter Learning in Bayesian Networks with Missing Data.

Marco Ramoni, Paola Sebastiani

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997

1996

LispWeb: A Specialized HTTP Server for Distributed AI Applications.

Alberto Riva, Marco Ramoni

Comput. Networks, 1996

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

Ignorant Influence Diagrams.

Marco Ramoni

Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

Medical Decision Making Using Ignorant Influence Diagrams.

Marco Ramoni, Alberto Riva, Mario Stefanelli, Vimla L. Patel

Proceedings of the Artificial Intelligence Medicine, 1995

1994

Belief Maintenance in Bayesian Networks.

Marco Ramoni, Alberto Riva

Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

1992

An epistemological framework for medical knowledge-based systems.

Marco Ramoni, Mario Stefanelli, Lorenzo Magnani, Giovanni Barosi

IEEE Trans. Syst. Man Cybern., 1992