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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) Depends on
Address:
SAN ANDRES 800, 8000 - Bahía Blanca - Buenos Aires - Argentina

Contact:

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S&T Expertise*

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. *Information provided by the agent in SIGEVA

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
    • 2. Information Processing, Information System, Workflow Management
      • 2.3. Artificial Intelligence
      • 2.22. Smart Appliances
    • 3. IT and Telematics Applications
      • 3.1. Applications for Health
  • 2. Industrial manufacturing, material and transport technologies
    • 7. Materials Technology
      • 7.13. Plastics, Polymers
  • 3. Other industrial technologies
    • 4. Chemical Technology and Engineering
      • 4.7. Pharmaceutics
  • 5. Physical and exact sciences
    • 1. Chemistry
      • 1.2. Computational Chemistry and Modelling
  • 6. Biological sciences
    • 1. Medicine, Human Health
      • 1.13. Pharmaceutical Products/Drugs
    • 3. Genome Research
      • 3.1. Bioinformatics
      • 3.2. Gene Expression, Proteom Research

Key Words

Grandes DatosBioinformaticsMinería de DatosBioinformáticaData MiningAprendizaje AutomáticoComputación EvolutivaBig DataMachine LearningEvolutionary Computing

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


S&T 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

Science and Technology Production

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