1. CONICET
  2. CONICET Community
  3. IGNACIO PONZONI
CONICET Community
PONZONI, IGNACIO

Principal researcher

Speciality
BIOINFORMATICA/MINERIA DE DATOS/APRENDIZAJE AUTOMÁTICO
Scientific discipline
Computer Science and Communications
Topic
Development of Machine Learning and Data Mining Techniques oriented to Predictive Modelling in Bioinformatics, Computational Biology and Cheminformatics.
Workplace
INSTITUTO DE CIENCIAS E INGENIERIA DE LA COMPUTACION (ICIC, CONICET-UNS)
Dependencies
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Address:
SAN ANDRES 800, 8000 - Bahía Blanca - Buenos Aires - Argentina
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Summary Information provided by the agent in SIGEVA
Experiencia en el desarrollo de técnicas de modelado predictivo para problemas en el campo de la Bioinformática, Quimioinformática e Informática Molecular, basadas en el empleo de algoritmos de Computación Evolutiva, Aprendizaje Automático, Minería de Datos y Datos Grandes.
Lines of Investigation

Inferencia de redes regulatorias de genes, Inferencia de redes de asociación de rutas biológicas y predicción QSPR de propiedades fisicoquímicas

Natural and exact sciences

  • Computer and information sciences
  • Information sciences and bioinformatics (hardware development goes in 2.2 electrical, electronic and information engineering and social aspects go in 5.8 communication and media)
Technological Capacities

1 - Electronics, IT and Telecoms

1.2 - Information Processing, Information System, Workflow Management

  • 1.2.3 - Artificial Intelligence
  • 1.2.22 - Smart Appliances

1.3 - IT and Telematics Applications

  • 1.3.1 - Applications for Health

2 - Industrial manufacturing, material and transport technologies

2.7 - Materials Technology

  • 2.7.13 - Plastics, Polymers

3 - Other industrial technologies

3.4 - Chemical Technology and Engineering

  • 3.4.7 - Pharmaceutics

5 - Physical and exact sciences

5.1 - Chemistry

  • 5.1.2 - Computational Chemistry and Modelling

6 - Biological sciences

6.1 - Medicine, Human Health

  • 6.1.13 - Pharmaceutical Products/Drugs

6.3 - Genome Research

  • 6.3.1 - Bioinformatics
  • 6.3.2 - Gene Expression, Proteom Research
Key Words
Data MiningBioinformaticsMachine LearningEvolutionary ComputingComputación EvolutivaBig DataMinería de DatosAprendizaje AutomáticoGrandes DatosBioinformática
Education

1996 - 2001

Doctor en Ciencias de la Computación

UNIVERSIDAD NACIONAL DEL SUR

1991 - 1996

Licenciado en Ciencias de la Computación

UNIVERSIDAD NACIONAL DEL SUR

HR Training
Director of:
CRAVERO, FIORELLA
Scientific Research Career at CONICET
MARTINEZ, MARIA JIMENA
Scientific Research Career at CONICET
CROZES, TRINIDAD
Scholars
GÓMEZ LÓPEZ, RODRIGO
Scholars

CRAVERO, Fiorella Scientific Research Career at CONICET

MARTINEZ, Maria Jimena Scientific Research Career at CONICET

CROZES, Trinidad Scholars

GÓMEZ LÓPEZ, Rodrigo Scholars

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