233 citations
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- Centre National de la Recherche ScientifiqueFR19 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR9 papers
- European Organization for Nuclear ResearchCH8 papers
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- University of PaviaIT7 papers
- Aristotle University of ThessalonikiGR6 papers
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- Charles UniversityCZ6 papers
- Ecole Supérieure d'Ingénieurs Léonard de VinciFR6 papers
- Institute for Physics and Power EngineeringRU6 papers
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- International Atomic Energy AgencyAT6 papers
60 papers
A Quantum Model for Constrained Markowitz Modern Portfolio Using Slack Variables to Process Mixed-Binary Optimization under QAOA
Pablo Thomassin, Guillaume Guerard, Sonia Djebali +1
Effectively encoding inequality constraints is a primary obstacle in applying quantum algorithms to financial optimization. A quantum model for Markowitz portfolio optimization is…
Tourists Profiling by Interest Analysis
Sonia Djebali, Quentin Gabot, Guillaume Guerard
With the recent digital revolution, analyzing of tourists' behaviors and research fields associated with it have changed profoundly. It is now easier to examine behaviors of touris…
Mixed Data Clustering Survey and Challenges
Maxence Choufa, Clement Cornet, Guillaume Guerard +2
The advent of the big data paradigm has transformed how industries manage and analyze information, ushering in an era of unprecedented data volume, velocity, and variety. Within th…
Hierarchical clustering of complex energy systems using pretopology
Loup-Noe Levy, Jeremie Bosom, Guillaume Guerard +3
This article attempts answering the following problematic: How to model and classify energy consumption profiles over a large distributed territory to optimize the management of bu…
Hidden markov model to predict tourists visited place
Theo Demessance, Chongke Bi, Sonia Djebali +1
Nowadays, social networks are becoming a popular way of analyzing tourist behavior, thanks to the digital traces left by travelers during their stays on these networks. The massive…
Systemic approach for modeling a generic smart grid
Sofiane Ben Amor, Guillaume Guerard, Loup-Noé Levy
Smart grid technological advances present a recent class of complex interdisciplinary modeling and increasingly difficult simulation problems to solve using traditional computation…