High Performance Programming

This team works on several axes: exploitation of neural networks for handwritten character recognition, exploitation of sensor networks for critical surveillance, face and video content recognition, development of an Algerian search engine, establishment of multi-criteria methods (Top-K and dynamic skylines calculation), and knowledge extraction using data mining methods.

Permanent Members

  • Sarah Balbouzi (PhD Student)
  • Hadjer Belaicha (PhD Student)
  • Fatima Debbat (Researcher)
  • Nedjemat El Houda Issad (PhD Student)
  • Abdallah Khelil (PhD Student)
  • Zekri Lougmiri (Researcher)
  • Faiza Manseur (PhD Student)
  • Chakib Nehnouh (PhD Student)
  • Mohamed Senouci (Researcher)
  • Amir Snouci (PhD Student)
  • Hamza Teggar (PhD Student)
  • Imene Mansouria Zemani (PhD Student)

Team Productions

M. Senouci, Z. Lougmiri, N. Issad "Auction-Driven Spectrum Allocation With AutoEncoder-Based Compression", CoRR, 2026.
Z. Lougmiri, S. Balbouzi "Extending TWJ for Triangles Detection in Large Graphs", EDiS 2024, 2024.
Z. Lougmiri, F. Manseur "Computation of intersection between sorted lists based on jumps", Business Intelligence & Big Data, 2022.
M. Senouci, Z. Lougmiri, F. Manseur "A New Fast Intersection Algorithm for Sorted Lists on GPU", JITR, 2022. [DOI]
M. Senouci, F. Debbat, H. Teggar "Fuzzy predictor for parallel dynamic task allocation in multi-robot systems", IJCAET, 2021. [DOI]
M. Senouci, F. Debbat, H. Teggar "Accuracy in Parallel Dynamic Task Allocation for Multi-Robot Systems", IJFSA, 2021. [DOI]
Z. Lougmiri, H. Belaicha "Experimentation of a new strategy for Skyline Computation on GPU", Optimization Colloquium, 2019.
Z. Lougmiri, H. Belaicha "Contribution to skyline computation by candidate space reduction", EGC, 2019.
Z. Lougmiri, H. Belaicha "An Efficient Contribution to Computing the Skyline on GPU", IJGDC, 2019. [DOI]
M. Senouci, A. Khelil "Should We Be Afraid of Querying Billions of Triples in a Graph-Based Centralized System", MEDI 2019, 2019. [DOI]
Z. Lougmiri "Skyline computation by candidate space reduction", Networking and Advanced Sys, 2019.
Z. Lougmiri "Study of Relevance in Collection Selection", EGC, 2019.
M. Senouci, Z. Lougmiri, I. Zemani "MWAND: A New Early Termination Algorithm for Fast and Efficient Query Evaluation", IJIMAI, 2019. [DOI]
M. Senouci, C. Nehnouh "A New Fault Tolerant Routing Algorithm for Networks on Chip", IJFSA, 2019. [DOI]
M. Senouci, C. Nehnouh "Fault tolerant and congestion aware routing algorithm for network on chip", JHSN, 2019. [DOI]
M. Senouci, Z. Lougmiri, I. Zemani "Improvement of Effectiveness and Response Time in Information Retrieval", ASD, 2018.
Z. Lougmiri "A new progressive method for computing skyline queries", JITR, 2017.
Z. Lougmiri "Collection and Selection Based Relevant Degrees Of Documents", JDIM, 2015.
K. Berramla, E. Deba, M. Senouci "Formal validation of model transformation with Coq proof assistant", NTIC, 2015.