@Article{PCHCSM18, author = "Pividori, M. and Cernadas, A. and Haro, L. A. and Carrari, F. and Stegmayer, G. and Milone, D. H.", title = "Clustermatch: discovering hidden relations in highly diverse kinds of qualitative and quantitative data without standardization", journal = "Bioinformatics", year = "2018", url = "http://sinc.unl.loc/sinc/sinc-publications/2018/PCHCSM18" } @InProceedings{PSCCCM16a, author = "Pividori, M. and Stegmayer, G. and Cernadas, A. and Conte, M. and Carrari, F. and Milone, D. H.", title = "A novel approach for highly-diverse multi-omics data fusion applied to tomato germplasm selection", booktitle = "4th ISCB-LA Bioinformatics Conference", year = "2016", url = "http://sinc.unl.loc/sinc/sinc-publications/2016/PSCCCM16a" } @Article{LZPSBCBCRPZFMAVC15, author = "López, M. G. and Zanor, M.I. and Pratta, G.R. and Stegmayer, G. and Boggio, S.B. and Conte, M. and Bermudez, L. and Coluccio Leskow, C. and Rodríguez, G.R. and Picardi, L.A. and Zorzoli, R. and Fernie, A. and Milone, D. H. and Asís, R. and Valle, E.M. and Carrari, F.", title = "Metabolic analyses of interspecific tomato recombinant inbred lines for fruit quality improvement", journal = "Metabolomics", number = "5", volume = "11", pages = "1416--1431", month = "oct", year = "2015", url = "http://sinc.unl.loc/sinc/sinc-publications/2015/LZPSBCBCRPZFMAVC15" } @Article{MSLKC14, author = "Milone, D. H. and Stegmayer, G. and López, M. G. and Kamenetzky, L. and Carrari, F.", title = "Improving clustering with metabolic pathway data", journal = "BMC Bioinformatics", number = "101", volume = "15", year = "2014", url = "http://sinc.unl.loc/sinc/sinc-publications/2014/MSLKC14" } @Article{MSKLC13, author = "Milone, D. H. and Stegmayer, G. and Kamenetzky, L. and López, M. G. and Carrari, F.", title = "Clustering biological data with SOMs: on topology preservation in non-linear dimensional reduction", journal = "Expert Systems With Applications", volume = "40", pages = "3841--3845", year = "2013", note = "Lugar: Amsterdam", url = "http://sinc.unl.loc/sinc/sinc-publications/2013/MSKLC13" } @InProceedings{PSCM13, author = "Pividori, M. and Stegmayer, G. and Carrari, F. and Milone, D. H.", title = "Consensus clustering from heterogeneous measures of S. Lycopersicum", booktitle = "4to. Congreso Argentino de Bioinformática y Biología Computacional (4CAB2C)", year = "2013", note = "in press.", url = "http://sinc.unl.loc/sinc/sinc-publications/2013/PSCM13" } @Article{SMKLC12, author = "Stegmayer, G. and Milone, D. H. and Kamenetzky, L. and López, M. G. and Carrari, F.", title = "A biologically-inspired validity measure for comparison of clustering methods over metabolic datasets", journal = "IEEE ACM Transactions in Computational Biology and Bioinformatics", number = "3", volume = "9", pages = "706--716", month = "may", year = "2012", keywords = "Clustering , biological assessment , metabolic pathways. , validation measure ", url = "http://sinc.unl.loc/sinc/sinc-publications/2012/SMKLC12" } @Article{MSKLGLC10, author = "Milone, D. H. and Stegmayer, G. and Kamenetzky, L. and López, M. G. and Giovannoni, J. and Lee, Je Min and Carrari, F.", title = "*omeSOM: a software for integration, clustering and visualization of transcriptional and metabolite data mined from interspecific crosses of crop plants", journal = "BMC Bioinformatics", volume = "4", pages = "438--448", year = "2010", url = "http://sinc.unl.loc/sinc/sinc-publications/2010/MSKLGLC10" } @InBook{MSGKLC10, author = "Milone, D. H. and Stegmayer, G. and Gerard, M. and Kamenetzky, L. and López, M. G. and Carrari, F.", title = "Analysis and integration of biological data: a data mining approach using neural networks", booktitle = "Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains", pages = "287--314", year = "2010", editor = "A. V. Senthil Kumar", publisher = "IGI Global", note = "ISBN-13: 9781609600679, ISBN 1-60960-067-3, DOI: 10.4018/978-1-60960-067-9.ch014", url = "http://sinc.unl.loc/sinc/sinc-publications/2010/MSGKLC10" } @InProceedings{KLSMGFC10, author = "Kamenetzky, L. and López, M. G. and Stegmayer, G. and Milone, D. H. and Giovannoni, J. and Fernie, A. and Carrari, F.", title = "Metabolic pathway reconstruction by a neural clustering", booktitle = "1er Congreso Argentino de Bioinformática y Biología Computacional", month = "may", year = "2010", address = "Buenos Aires, Argentina", note = "In press.", url = "http://sinc.unl.loc/sinc/sinc-publications/2010/KLSMGFC10" } @Article{MSGKLC09, author = "Milone, D. H. and Stegmayer, G. and Gerard, M. and Kamenetzky, L. and López, M. G. and Carrari, F.", title = "Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión", journal = "Revista Iberoamericana de Inteligencia Artificial", number = "44", volume = "13", pages = "56--66", year = "2009", url = "http://sinc.unl.loc/sinc/sinc-publications/2009/MSGKLC09" } @InProceedings{MSGKLC09a, author = "Milone, D. H. and Stegmayer, G. and Gerard, M. and Kamenetzky, L. and López, M. G. and Carrari, F.", title = "Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión", booktitle = "X Argentine Symposium on Artificial Intelligence ({ASAI 2009})", pages = "71--82", month = "August", year = "2009", address = "Mar del Plata, Argentina", url = "http://sinc.unl.loc/sinc/sinc-publications/2009/MSGKLC09a" } @InProceedings{SMKLC09, author = "Stegmayer, G. and Milone, D. H. and Kamenetzky, L. and López, M. G. and Carrari, F.", title = "Neural Network Model for Integration and Visualization of Introgressed Genome and Metabolite Data", booktitle = "IEEE International Joint Conference on Neural Networks ({IJCNN})", pages = "2983--2989", month = "June", year = "2009", address = "Atlanta, USA", url = "http://sinc.unl.loc/sinc/sinc-publications/2009/SMKLC09" }