Projects & Service

A. Professional experience

Research Associate

  • MORANE project (Sep. 2016 – now) is a project launched in collaboration with SNCF, the French National Railway Company. The project is on the modeling and the study of transportation circulation and the aim is to investigate various related problems.
  • CITEPH project (Sep. 2016 – now) is in collaboration with Schlumberger and is on the study of geological data originating from oil wells. I work on the side of ENS Cachan to provide related solutions.
  • Sodatech project (Sep. 2013 – Sep 2016) which is funded by the French government in the frame of the program “Investments for the Future – Big Data. The project is related to diffusion processes and marketing in social networks. My role was to be the primary research coordinator and responsible for the side of CMLA. The project employed 3 researchers, 1 PhD student, and 1 research engineer. Various ideas were developed as academic side-projects in collaboration with intern students (at License and Masters level) that we supervised.
  • Data Mining and Decision Support Tasks in the framework of the E.U. research program ARTreat (www.artreat.org) funded by FP7-224297 – Large-scale Integrating Project (IP), 10 months during 2010–2012. Objective: Development of data mining and decision support systems for the atherosclerosis of the coronary arteries based on patient records.
  • Cheminformatics project: Rapid automatic identification of natural products in crude extracts based on NMR data (collaboration between Dept. of Computer Science and Dept. of Chemistry, University of Ioannina). A paper describing this work entitled Rapid Assignment of Natural Products from Crude Extracts based on Multi-Dimensional Fingerprint AnalysisV. G. Kontogianni, A. Kalogeratos, et al., is currently under peer-review.

 

Shorter exploratory studies

Analysis of toxicological data (2014): as part of the MLMDA group, I was involved in the statistical analysis of toxicological data, specifically having to do with incidents of intoxicated individuals (collaborator from the medical side: Prof. Frédéric Baud, Saint-Louis Lariboisière Fernand-Widal, Paris).

Consulting / Applied research for industrial partners

 

B. Academic Service

PhD jury member

  • Thesis of Kevin Scaman, CMLA, ENS Cachan, October 2016.

Referee service

  • (J) Pattern Recognition
  • (J) IEEE Transactions on Knowledge and Data Engineering (TKDE)
  • (J) Journal of Machine Learning Research (JMLR)
  • (J) Bioinformatics,
  • (J) Journal of Pattern Recognition Research
  • (J) EURASIP Journal on Advances in Signal Processing
  • (J) Information Sciences
  • (J) Scientific Research and Essays [Open Access]
  • (C) International Conference on Machine Learning (ICML)
  • (C) International Conference on Artificial Neural Networks (ICANN)
  • (C) International Symposium on Neural Networks (ISNN)
  • (C) Hellenic Conference on Artificial Intelligence (SETN)
  • (W) International Workshop on Data Science for Social Media and Risk (SOMERIS – ICDM’16)

Voluntary service