INVESTIGADORES
STEGMAYER Georgina Silvia
congresos y reuniones científicas
R. VITALE, G. STEGMAYER
Evaluating transfer learning for classification of proteins in bioinformatics
ASAI - Simposio Argentino de Inteligencia Artificial - 52º Jornadas Argentinas de Informática
Año: 2023;
J. RAAD, G. STEGMAYER AND D.H. MILONE
RNABert: A novel RNA based embedding
XIICAB2C - 12th Argentinian Conference in Bioinformatics and Computational Biology
Año: 2022;
E. FENOY, G. STEGMAYER
Deep computational prediction of protein annotations combining sequence + structural learned embeddings
XIICAB2C - 12th Argentinian Conference in Bioinformatics and Computational Biology
Año: 2022;
L.A. BUGNON, L. DI PERSIA, M. GERARD, A. EDERA, J. RAAD, S. PROCHETTO, E. FENOY, G. STEGMAYER AND D.H. MILONE.
Improving the folding prediction of RNA with deep learning
XIICAB2C - 12th Argentinian Conference in Bioinformatics and Computational Biology
Año: 2022;
LEANDRO BUGNON, ALEJANDRO EDERA, EMILIO FENOY, JONATHAN RAAD, DIEGO H. MILONE AND GEORGINA STEGMAYER
Transfer learning to annotate (a part of) the Protein Universe
XIICAB2C - 12th Argentinian Conference in Bioinformatics and Computational Biology
Año: 2022;
PROCHETTO S., STEGMAYER G. ; REINHEIMER R.
Self-organizing maps (SOM) based methodology reveals gene regulatory networks in plant evolution
XIICAB2C - 12th Argentinian Conference in Bioinformatics and Computational Biology
Año: 2022;
G. MERINO, D.H. MILONE, G. STEGMAYER; R. SADIE, M. MARTIN
Integrating multiple information sources for protein function prediction with end-to-end deep learning
Intelligent Systems for Molecular Biology (ISMB 2021)
Lugar: virtual; Año: 2021;
G. MERINO, J. RAAD, L. BUGNON, D.H. MILONE, G. STEGMAYER; F. ARIEL
A Machine Learning approach for pre-miRNA discovery in SARS-CoV-2
Intelligent Systems for Molecular Biology (ISMB) 2021
Lugar: virtual; Año: 2021;
GABRIELA MERINO, DIEGO MILONE, GEORGINA STEGMAYER; RABIE SADIE, MARIA MARTIN
Predicting protein functions with deep learning and multi-source data
Intelligent Systems for Molecular Biology (ISMB) 2020
Lugar: fue virtual; Año: 2020;
L. BUGNON, C. YONES, J. RAAD, D.H. MILONE, G. STEGMAYER
Improving pre-miRNA prediction with complexity measures of the mature and deep learning
X Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Mendoza; Año: 2019;
L. DI PERSIA, D.H. MILONE AND G. STEGMAYER
Annotation pipeline for inferring gene functions integrating GO annotations and expression data
X Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Mendoza; Año: 2019;
C. YONES, L.A. BUGNON, J. RAAD, D.H. MILONE AND G. STEGMAYER
MicroRNA prediction from genome-wide data with deep learning: a novel approach based on convolutional residual networks
X Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Mendoza; Año: 2019;
L.A. BUGNON, C. YONES, J. RAAD, M. GERARD, M.RUBIOLO, G.MERINO, M. PIVIDORI, L DI PERSIA, D.H. MILONE AND G. STEGMAYER
Deep learning for reading and interpreting biomedical papers
X Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Mendoza; Año: 2019;
M. GERARD, G. STEGMAYER, D.H. MILONE
Metabolic pathways design guided by bioinspired metaheuristics
VIII Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Posadas; Año: 2017;
M. GERARD, G. STEGMAYER, D.H. MILONE
Evolutionary algorithm for metabolic pathways synthesis
ASAI 2016
Lugar: Buenos Aires; Año: 2016;
M. RUBIOLO, D.H. MILONE, G. STEGMAYER
Mining gene regulatory networks by neural modeling of expression time-series
ASAI 2016
Lugar: Buenos Aires; Año: 2016;
G. STEGMAYER, D.H. MILONE
Discovery of novel pre-miRNAs: unsupervised versus supervised machine learning
4th International Society for Computational Biology Latin America Bioinformatics Conference (ISCB-LA)
Año: 2016;
L. DI PERSIA, G. LEALE, G. STEGMAYER, D.H. MILONE
Non-negative matrix factorization for prediction of gene annotations
4th International Society for Computational Biology Latin America Bioinformatics Conference (ISCB-LA)
Año: 2016;
G. STEGMAYER, C. YONES, L. KAMENETZKY, N. MACCHIAROLI, M. PEREZ, M.C. ROSENZVIT, D.H. MILONE
Novel microRNA discovery from genome-wide data: a computational pipeline with unsupervised machine learning
4th International Society for Computational Biology Latin America Bioinformatics Conference (ISCB-LA)
Año: 2016;
M. PIVIDORI, G. STEGMAYER, A. CERNADAS, M. CONTE, F. CARRARI, D.H. MILONE
A novel approach for highly-diverse multi-omics data fusion applied to tomato germplasm selection
4th International Society for Computational Biology Latin America Bioinformatics Conference (ISCB-LA)
Año: 2016;
C.A. YONES, G. STEGMAYER, L. KAMENETZKY, D.H. MILONE
Automatic extraction of hairpin sequences from genome-wide data
4th International Society for Computational Biology Latin America Bioinformatics Conference (ISCB-LA)
Año: 2016;
M. GERARD, G. STEGMAYER, D.H. MILONE
Bio-inspired metaheuristics for automatic synthesis of novel metabolic pathways
4th International Society for Computational Biology Latin America Bioinformatics Conference (ISCB-LA)
Año: 2016;
M. RUBIOLO, D.H. MILONE, G. STEGMAYER
Extreme learning machines for discovering gene regulatory networks from temporal profiles of expression
4th International Society for Computational Biology Latin America Bioinformatics Conference (ISCB-LA)
Año: 2016;
C. YONES, G. STEGMAYER, L. KAMENETZKY, D.H. MILONE
miRNAfe: a tool for feature extraction in pre-miRNA prediction
VI Argentinian Conference on Bioinformatics and Computational Biology
Año: 2015;
C. YONES, G. STEGMAYER, D.H. MILONE
miRNAss: a semi-supervised approach for microRNA prediction
VI Argentinian Conference on Bioinformatics and Computational Biology
Lugar: Bahia Blanca; Año: 2015;
M. RUBIOLO, D.H. MILONE, G. STEGMAYER
Discovering network relations in big time series with application to bioinformatics.
AGRANDA: Simposio de Grandes Datos
Lugar: Rosario; Año: 2015;
M. PIVIDORI, G. STEGMAYER, D.H. MILONE
Cluster Ensembles for Big Data Mining Problems.
AGRANDA: Simposio de Grandes Datos
Lugar: Rosario; Año: 2015;
M. PIVIDORI, G. STEGMAYER, D. MILONE
A Novel Method to Control the Diversity in Cluster Ensembles
ASAI 2013 - XIV Argentine Symposium on Artificial Intelligence
Lugar: Córdoba; Año: 2013;
D. CAMPO, G. STEGMAYER, D. MILONE
Nuevo índice para el análisis de estabilidad en clusters solapados
ASAI 2013 - XIV Argentine Symposium on Artificial Intelligence
Lugar: Córdoba; Año: 2013;
G. LEALE, D. MILONE, A. BAYA, P. GRANITTO, G. STEGMAYER
A novel clustering approach for biological data using a new distance based on Gene Ontology
ASAI 2013 - XIV Argentine Symposium on Artificial Intelligence
Lugar: Cordoba; Año: 2013;
G. LEALE, D. MILONE, A. BAYÁ, P. GRANITTO, G. STEGMAYER
New approach for biological clustering based on Gene Ontology
4to Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Rosario; Año: 2013;
M. PIVIDORI, G. STEGMAYER, D. MILONE
Consensus clustering from heterogeneous measures of S. Lycopersicum
4to Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Rosario; Año: 2013;
M. GERARD, G. STEGMAYER, D. MILONE
Metabolic pathfinding based on genetic algorithms
3er Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Oro Verde; Año: 2012;
L. BURDYN, S.M. GARRAN, G. STEGMAYER, D.H. MILONE
Application of artificial intelligence to the visual diagnosis of quarantine citrus diseases.
XII INTERNATIONAL CITRUS CONGRESS 2012
Lugar: Valencia; Año: 2012;
D. CAMPO, M. GUTIÉRREZ, J. VEGA,J. ROA, G. STEGMAYER, A. LOYARTE
Operación de una planta de nivel. Evaluación de una estrategia de control basada en agentes inteligentes
JAIIO 2011. Simposio Argentino de Tecnología AST.
Lugar: Buenos Aires; Año: 2011;
M. GERARD, G. STEGMAYER, D. MILONE
Búsqueda evolutiva de vías metabólicas
ASAI
Lugar: Buenos Aires; Año: 2010;
L. KAMENETZKY; M. LÓPEZ, G. STEGMAYER, D. MILONE, A. SORREQUIETA, E. VALLE, J. GIOVANONNI, A. FERNIE, F. CARRARI
Metabolic network reconstruction: tomato fruits as a model
EUSOL
Lugar: Natal; Año: 2010;
M. RUBIOLO, G. STEGMAYER, D. MILONE
Compressing a Neural Network Classifier using a Volterra-Neural Network model
The 2010 International Joint Conference on Neural Networks (IJCNN)
Lugar: Barcelona; Año: 2010;
L. KAMENETZKY, M. LÓPEZ, G. STEGMAYER, D. MILONE, J. GIOVANONNI, A. FERNIE, F. CARRARI
Metabolic pathway reconstruction by a neural clustering
1er Congreso Argentino de Bioinformática y Biología Computacional
Lugar: Buenos Aires; Año: 2010;
D. MILONE, G. STEGMAYER, D. BEBER
ARTIFICIAL LIFE CONTEST: a tool for informal teaching of artificial intelligence
International Conference on Computer Supported Education
Lugar: Lisboa, Portugal; Año: 2009;
D. CAPELLO, C. MARTINEZ, D. MILONE AND G. STEGMAYER
Array of Multilayer Perceptrons with No-class Resampling Training for Face Recognition
Argentine Symposium on Artificial Intelligence (ASAI)
Lugar: Mar del Plata; Año: 2009;
D. MILONE, G. STEGMAYER, M. GERARD, L. KAMENETZKY, M. LOPEZ, F. CARRARI
Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión
Argentinean Symposium On Artificial Intelligence (ASAI 2009)
Lugar: Mar del Plata; Año: 2009;
M. RUBIOLO, M.L. CALIUSCO, G. STEGMAYER, M. GARELI AND M. CORONEL
Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
13th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2009)
Lugar: Santiago de Chile; Año: 2009;
G. STEGMAYER, D.H. MILONE, L. KAMENETZKY, M. LÓPEZ, F. CARRARI
Neural Network Model for Integration and Visualization of Introgressed Genome and Metabolite Data
IEEE International Joint Conference on Neural Networks (IJCNN)
Lugar: Atlanta, EEUU; Año: 2009;
G. STEGMAYER, L. CLEMENTI, J. VEGA
Comparison of a Radial Neural Network model with a Genetic Algorithm for estimating the Particle Size Distribution of a Latex
Conferencia Latinoamericana de Informática (CLEI2008)
Lugar: Santa Fe; Año: 2008;
G. STEGMAYER, J. VEGA, L. GUGLIOTTA , O. CHIOTTI
Estimation of the Particle Size Distribution of a Latex using a General Regression Neural Network
World Computer Congress (WCC 2008)
Lugar: Milán, Italia; Año: 2008;
J.R. VEGA, G.S. STEGMAYER, L.M. GUGLIOTTA
Particle Size Distribution of Polymer Latexes from Multiangle Dynamic Light Scattering Measurements Processed Through a Neural Network
IV Simposio Chileno-Argentino de Polímeros
Lugar: Viña del Mar, Chile; Año: 2007;
R.J. MINARI, G. STEGMAYER, G. MARTINEZ DELFA, C. BOSCHETTI, J.R. VEGA, L.M. GUGLIOTTA
A Hybrid Mathematical Model for the Emulsion Polymerization of Styrene and Butadiene
IV Simposio Chileno-Argentino de Polímeros
Lugar: Viña del Mar, Chile; Año: 2007;
G. STEGMAYER, V. GONZALEZ, L. GUGLIOTTA, O. CHIOTTI, J. VEGA
Estimation of the Particle Size Distribution of a Dilute Latex from Combined Elastic and Dynamic Light Scattering Measurements. A Method Based on Neural Networks.
XII Reunión de Trabajo en Procesamiento de la Información y Control
Lugar: Río Gallegos; Año: 2007;
R. WILLINER, G. STEGMAYER, J. VEGA, O. CHIOTTI
Soporte basado en Redes neuronales radiales para estimar variables de calidad de latex polimericos
Jornadas de Informática Industrial (JII-JAIIO)
Lugar: Mar del Plata; Año: 2007;
G. STEGMAYER
Neural Networks and Volterra series for modeling new wireless communication devices
IEEE International Joint Conference on Neural Networks (IJCNN)
Lugar: Orlando; Año: 2007;
G. STEGMAYER , V. GONZALEZ, L. GUGLIOTTA, O. CHIOTTI, J. VEGA
A Neural Network Approach for Estimating the PSD of a Polymer Latex from Combined Optical Measurement
8th Int. Congress on Optical Particle Characterization (OPC 2007)
Lugar: Graz; Año: 2007;
B. ROMERO, M. RUBIOLO, G. STEGMAYER, O. CHIOTTI
NN-based software tool for wireless communications simulations
International Modeling and Simulation Multiconference (IMSM)
Lugar: Buenos Aires; Año: 2007;
C. VELICOGNA, M. PATRIARCA , G. STEGMAYER, O. CHIOTTI
Evaluation of agent-based architectures in a wireless environment for accesing and manipulating distributed information
International Modeling and Simulation Multiconference (IMSM)
Lugar: Buenos Aires; Año: 2007;
R. MINARI, L. GUGLIOTTA, J. VEGA, G. STEGMAYER, O. CHIOTTI
On-line Estimation of Industrial SBR Process Variables Using Neural Networks
XXII Interamerican Congress of Chemical Engineering V Argentinian Congress of Chemical Engineering
Lugar: Buenos Aires; Año: 2006;
R. MINARI, L. GUGLIOTTA, J. VEGA, G. STEGMAYER, O. CHIOTTI
Industrial SBR Process. Computer Simulation Study for On-line Estimation of Polymer Process Variables Using Neural Networks
Jornadas de Informática Industrial (JII-JAIIO)
Lugar: Mendoza; Año: 2006;
G. STEGMAYER, O. CHIOTTI
Software tool for supporting NN-based models in the wireless communications industry
Jornadas de Informática Industrial (JII-JAIIO)
Lugar: Mendoza; Año: 2006;
15) RUBIOLO M., ROMERO B., STEGMAYER G., CHIOTTI O.
Soporte para el modelado de un sistema de comunicaciones móviles con Redes Neuronales
Simposio Argentino de Tecnologia (AST JAIIO)
Lugar: Mendoza; Año: 2006;
17) STEGMAYER G., GUGLIOTTA L., CHIOTTI O., VEGA J.,
A Neural Network model for estimating the particle size distribution of a polymer latex from combined ELS and DLS measurements
Macro 2006 - World Polymer Congress, 41 Simposio Internacional de Macromoléculas
Lugar: Rio de Janeiro; Año: 2006;
STEGMAYER G., CHIOTTI O., GUGLIOTTA, L., VEGA, J.
Particle Size Distribution from Combined Light Scattering Measurements. A Neural Network Approach for Solving the Inverse Problem
IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA)
Lugar: La Coruña, España; Año: 2006;
G. STEGMAYER, O. CHIOTTI
NN-based software tool for helping wireless communications components design
IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA),
Lugar: La Coruña, España; Año: 2006;
G. STEGMAYER, O. CHIOTTI
Modeling New Generation Wireless Communications devices with Neural Networks
VII Simposio Argentino de Inteligencia Artificial (ASAI-JAIIO)
Lugar: Rosario; Año: 2005;
G. STEGMAYER
Neural-based Identification for Nonlinear Dynamic Systems
IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA)
Lugar: Giardini Naxos, Italia; Año: 2005;
STEGMAYER G., CHIOTTI O., ORENGO G.
A Neural Network that helps building a Nonlinear Dynamical model of a Power Amplifier
13th European Symposium on Artificial Neural Networks (ESANN)
Lugar: Brujas, Belgica; Año: 2005;
STEGMAYER G., CHIOTTI O.
Novel Neural Network application to nonlinear electronic devices modeling: building a Volterra series model
VI Simposio Argentino de Inteligencia Artificial (ASAI-JAIIO)
Lugar: Cordoba; Año: 2004;
STEGMAYER G., CHIOTTI O.
The Volterra representation of an electronic device using the Neural Network parameters
XXX Latin-American Conference on Informatics (CLEI)
Lugar: Arequipa, Perú,; Año: 2004;
G. STEGMAYER
Volterra series and Neural Networks to model an electronic device nonlinear behavior
IEEE International Joint Conference on Neural Networks (IJCNN)
Lugar: Budapest, Hungría,; Año: 2004;
