Mohcine Madkour

Big Data Architectures and more

About

Biography

Biography

Mohcine's interests span machine learning, computational phenotyping, and its applications to domains where one has to draw inferences from observing a complex, real-world systems that evolve over time. He enjoys challenging and complex data analysis, data mining, machine learning and data visualization tasks. He is now using cutting edge deep neural networks and machine learning technics for improving patient outcome and experience in perioperative environments by predicting the risk of developing kidney injury and other complications after surgical procedures.

Research interests:

  • Machine Learning
  • Knowledge representation and inferencing
  • Electronic Health records
  • Cyber Physical Systems

Academic Awards:

  • PC of the 3th IEEE International Conference on Computer Systems and Applications, AICCSA 2016.
  • Member of the organization team of the ICBO 2014 at Houston
  • Best paper Award at the10th IEEE AICCSA'13 - Track : Cloud and Distributed computing

Selected Publications:

  • -- M. Madkour, D. Benhaddou, C. Tao "Temporal data representation, normalization, extraction, and reasoning: A review from clinical domain" Computer methods and programs in biomedicine Volume 128, May 2016, Pages 52–68
  • -- M. Madkour, J. Du, H. Song, C. Tao "A Representational Analysis of A Temporal Indeterminacy Display in Clinical Events" at The 1st International Workshop on Semantics-Powered Data Analytics (SEPDA 2016) in conjunction with the IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2016) to be held at Shenzhen, China on December 15, 2016
  • -- M. Madkour , J. Du, H.Song, C. Tao "Temporal clinical events clustering and visualization", Proceedings of the IEEE VIS 2016 Workshop on Temporal & Sequential Event Analysis. Available online at: http://eventevent.github.io
  • -- M Madkour, D. Benhaddou, R. Cline, M. Buriello, N.Khalil "Living campus: Towards a Context-Aware Energy Efficient Campus using Weighted Case Based Reasoning" The 29th Artificial Intelligence Conference, January 25–30, 2015, Austin Texas, USA,
  • -- M. Madkour, A Maach, D. El Ghanami, A. HASBI "Context- Aware Service Adaptation: An Approach Based on Fuzzy Sets and Service Composition" Journal of Information Science and Engineering Vol. 29, No.1, ISSN: 1016-2364, pp. 1-16
  • --G H Merabet, M Essaaidi, H Talei, M R Abid, N Khalil, M Madkour , Driss Benhaddou "Applications of multi-agent systems in smart grids: a survey" IEEE Multimedia Computing and Systems (ICMCS), 2014 International Conference. Pages 1088-1094
  • -- M. Madkour, M. Bakhouya, A. Maach, D. El Ghanami "An Approach for Context-Aware Service Selection Using QoS and User Preferences" In Maristella Matera, Gustavo Rossi "Trends in Mobile Web Information Systems" pp 110-119, Springer.
  • -- M. Madkour, A. Maach, D. El Ghanami, "An Ontology-Based Context Modeling For Vehicle Context-Aware Service" Journal of Theoretical and Applied Information Technology Vol. 34 No2 E-ISSN 1817-3195 ISSN 1992-8645
  • -- M Madkour, A Maach, D. El Ghanami "Policy driven adaptation of context-aware services with preferences supporting" in proceeding of the10th IEEE International Conference On Computer Systems And Applications(AICCSSA'13)
  • -- M. Madkour , A. Maach, D. El Ghanami, A. Hasbi "Context- Aware Service Retrieval In Uncertain Context" in Proceeding of IEEE International Conference on Multimedia Computing and Systems (ICMCS'12)
  • -- M. Madkour, A Maach, D.El Ghanami, "Context-Aware Middleware For Services Retrieval And Adaptation" International Review on Computers and Software Vol. 7 N. 1 Print ISSN 1828-6003 Cd- om ISSN: 1828-6011