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ALESSANDRA DE PAOLA

Research Area

Active Research fields

  • Adaptive Artificial Intelligence
  • Collaborative and distributed systems
  • Cybersecurity
  • Ambient Intelligence
  • Smart Environments

Research projects of the last 5 years

  • “Adaptive MEta-Learning strategies for concept-drift awareness in distributed Intelligent Systems”, BAC PNRR of FAIR;
  • “ADaptive Ensemble LEarning for Intrusion Detection Systems”, BAC PNRR of SERICS”;
  • Projects funded by 1.1.1, POC 2014-2020 Sicily:
    • “S3 CAMPUS - SHARING, SMART AND SUSTAINABLE CAMPUS”;
    • “Smart Venues for Agrotech Ecosystem”;
  • Projects funded by 1.1.5 del PO-FESR 2014/2020, Sicily:
  • “S6 Project”;
  • “Crowdsense”;
  • “Smart Wave”;
  • “SmartEP”.

Collaborations

Alessandra De Paola is member of the Node at University of Palermo of the CINI (Consorzio Interuniversitario Nazionale di Informatica) Cyber Security, and Smart Cities and Communities National Labs.

Active research

Head of the Adaptive Intelligence Laboratory which focuses on the design of complex systems in which multiple heterogeneous agents cooperate, enabling the emergence of intelligent behaviors based on dynamic and adaptive interaction patterns, capable of autonomously reacting to unexpected changes in the context. The research includes adaptive ensemble learning schemes, concept drift management and detection algorithms, and self-reasoning models, for centralized and distributed architectures.

Services delivered under the right of third parties

Analysis and design of adaptive AI algorithms for complex systems, in multiple scenarios including cybersecurity, ambient intelligence, and intelligent environments.