Professeurs et Recherche

Michalis Vlachos

Contact

Full Professor
Department of Information Systems

Contact
Michalis.Vlachos@unil.ch
Internef, room 135
Tel 021.692.33.00

Postal address
Université de Lausanne
Quartier UNIL-Chamberonne
Bâtiment Internef
1015 Lausanne

Publications

please refer to the author in unisciences

Curriculum

Work experience

Research Staff Member: Team Lead on Enterprise Recommender Systems
IBM Research - Zurich

Research Staff Member: Team Lead on Enterprise Recommender Systems
IBM Research - New York, USA
Research on time-series analytics, data mining and machine learning

Visiting Researcher
Microsoft Research, Machine Learning and Applied Statistics

Academic honors

Best Paper Award, "Deceptive AI Explanations: Creation and Detection", International Conference on Agents and Artificial Intelligence (ICAART)
Année : 2022
Récipiendaire : Michalis Vlachos

Best Paper Award, IEEE International Conference in Data Engineering
"Best of ICDE 2017" paper, IEEE International Conference in Data Engineering. For research work on interpretable recommender systems.
Année : 2017

Best Paper Runner Up: SIAM Data Mining International Conference
For work on scalable density-based clustering.
Année : 2014

ERC Starting Grant
"Exact Mining from InExact Data"
Année : 2011
Récipiendaire : Michalis Vlachos

Distinguished Alumnus Award, Informatics Dept., Aristotle University Thessaloniki
Année : 2017

Outstanding Technical Achievement Award: "Efficient Indexing and Searching on Big Data", IBM
Année : 2015

Research Division Award: "Watson Company Analyzer (WCA)", IBM
Année : 2017

Member: IBM Academy of Technology
Année : 2018

IBM Corporate Award
"Data-Driven IBM Sales Transformation"
Année : 2018

Keywords

data science, machine learning, recommender systems, information retrieval