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LFI
MLIA
BD
ACASA
http://www-dapa.lip6.fr
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Dipartimento «Dati e Apprendimento Artificiale»

Responsabile del gruppo di ricerca :

Bernd Amann Campus Pierre et Marie Curie 25-26/506

Presentazione breve

The DAPA Data and Knowledge Science research department is composed of four research teams (MLIA, LFI, ACASA, BD) with about 25 permanent members. Its research is focused on all kinds of information processing and analysis problems and in particular recent challenges in "Data and Knowledge Science" and "Big Data".

  • Statistical and symbolic machine Learning (MLIA, LFI, ACASA)
  • Computational intelligence and fuzzy logic (LFI, ACASA)
  • Information retrieval (text, image, multimedia, streams) (MLIA, LFI, BD)
  • Knowledge Representation and deasoning (LFI, ACASA)
  • Heterogeneous, distributed and dynamic databases (BD)
  • Cognitive sciences and digital humanities (ACASA)
  • Recommendation, collaborative filtering and information personalization (MLIA, LFI, ACASA, BD)

Theoretical and applied contributions cover a wide spectrum of methods from machine learning, artificial intelligence and databases applied to different types of information (web, text, images, videos, graphs, trees). Projects and research contracts deal with data and knowledge-centric applications like social networks, internet of things, smart transportation and digital humanities:
  • Online and offline analysis of social networks
  • Intelligent transport and mobility
  • Web archiving
  • Continuous filtering and aggregation of information streams
  • Stylistic text analysis

Apprendimento automatico statistico e simbolico, logica fuzzy, fusione e aggregazione dell'informazione, information retrieval basato sul contenuto in testi e video, user interaction e modellizzazione, analisi del rischio, base dati distribuite.

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bernd.amann (at) nulllip6.fr

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