Personal information

Other IDs

Scopus Author ID: 6506764689

Keywords

Computational Intelligence, Computational Finance, Energy Transition & Climate Change, Machine & Deep Learning, Swarm Optimization Intelligence, Environment, Social, Governance (ESG) analysis, ESG Portfolio Optimization

Biography

Dr. Boutheina Jlifi has a PhD in Computer Science/Artificial Intelligence since 2007, and she is Assistant Professor of AI in Ecole Supérieure de Commerce de Tunis (ESCT) since 2005.
She is a Data Scientist. She is a Specialist in Artificial Intelligence, Computational Intellgence, and especially in Metaheuristics and Swarm Optimization Intelligence.
With a strong knowledge in Big Data, Machine Learning, Advanced Machine Learning and Deep Learning, she uses this Artificial Intelligence based background to perform research against climate change and to realize Sustainable Development Goals (SDGs) of the UNs. She is tackling the two axes of Sustainable Intelligent Transport and Sustainable Development via Sustainable Finance. Thus, she works on ESG Analysis (Corporate Governance Score, Corporate Society Score, ratings....), Sustainable Finance (Green Asset Management....). She performs sustainable mobility by predicting road traffic in smart sustainable cities or in Vehicle Routing Problems (VRPs), according to air quality data to reduce the energy consumption of sensors in roads. She works on Electric cars too, in order to predict the energy consumption.

Dr. Boutheina Jlifi is holding many projects in ESG/Finance as a senior Fintech consultant.

She is certified in Machine Learning, Deep Learning and Cloud Computing. She is also certified in ESG analytics with AI and ESG Data and Accountability.

Activities

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Employment (1)

Ecole Supérieure de Commerce de Tunis: Tunis, Tunisia, TN

Assistant Professor of AI (Quantitative Methods)
Employment
Source: Self-asserted source
Boutheina JLIFI

Professional activities (2)

Université Le Havre Normandie: Le Havre, Normandy, FR

2024-11-15 to present | Associate Researcher (Laboratoire d'Informatique et Traitement de l'Information et des Systèmes (LITIS) HAVRE)
Membership
Source: Self-asserted source
Boutheina JLIFI

Paris School of Business: Paris, Île-de-France, FR

2024-09-09 to present | Associate Researcher (CRECC)
Membership
Source: Self-asserted source
Boutheina JLIFI

Works (13)

A Genetic Algorithm based Three HyperParameter optimization of Deep Long Short Term Memory (GA3P-DLSTM) for Predicting Electric Vehicles energy consumption

Computers and Electrical Engineering
2025-04 | Journal article
DOI: 10.1016/j.compeleceng.2025.110185
Contributors: Boutheina Jlifi; Syrine Ferjani; Claude Duvallet
Source: check_circle
Crossref
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A guided genetic algorithm-based ensemble voting of polynomial regression and LSTM (GGA-PolReg-LSTM) for congestion prediction using IoT and air quality data in sustainable cities

Journal of Supercomputing
2024 | Journal article
DOI: 10.1007/s11227-024-06186-7
EID:

2-s2.0-85193793935

Part of ISSN: 15730484 09208542
Contributors: Jlifi, B.; Medini, M.; Duvallet, C.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
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Beyond the use of a novel Ensemble based Random Forest-BERT Model (Ens-RF-BERT) for the Sentiment Analysis of the hashtag COVID19 tweets

Social Network Analysis and Mining
2024 | Journal article
DOI: 10.1007/s13278-024-01240-x
EID:

2-s2.0-85190479597

Part of ISSN: 18695469 18695450
Contributors: Jlifi, B.; Abidi, C.; Duvallet, C.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
grade
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Towards a soft three-level voting model (Soft T-LVM) for fake news detection

Journal of Intelligent Information Systems
2023 | Journal article
DOI: 10.1007/s10844-022-00769-7
EID:

2-s2.0-85144560484

Part of ISSN: 15737675 09259902
Contributors: Jlifi, B.; Sakrani, C.; Duvallet, C.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
grade
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Diversifying TS using GA in multi-agent system for solving flexible job shop problem

ICINCO 2015 - 12th International Conference on Informatics in Control, Automation and Robotics, Proceedings
2015 | Conference paper
DOI: 10.5220/0005511000940101
EID:

2-s2.0-84943519465

Part of ISBN: 9789897581229
Contributors: Azzouz, A.; Ennigrou, M.; Jlifi, B.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
grade
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MAS-BPM: Multi-agent system bomber problem model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Conference paper
DOI: 10.1007/978-3-642-38073-0_6
EID:

2-s2.0-84887041467

Part of ISBN: 9783642380723
Part of ISSN: 16113349 03029743
Contributors: Elguedria, Z.; Jlifi, B.; Ghédira, K.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
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Towards Coalition in a Multi-Agent Based Simulation for The Bomber Problem

IAES International Journal of Artificial Intelligence (IJ-AI)
2013-12-01 | Journal article
DOI: 10.11591/ij-ai.v2i4.2434
Part of ISSN: 2252-8938
Contributors: Boutheina Jlifi; Zina Elguedria; Khaled Ghedira
Source: Self-asserted source
Boutheina JLIFI

Combining Tabu search and genetic algorithm in a multi-agent system for solving flexible job shop problem

Proceedings of Special Session - Revised Papers, 11th Mexican International Conference on Artificial Intelligence 2012: Advances in Artificial Intelligence and Applications, MICAI 2012
2012 | Conference paper
DOI: 10.1109/MICAI.2012.12
EID:

2-s2.0-84872584853

Part of ISBN: 9780769549040
Contributors: Azzouz, A.; Ennigrou, M.; Jlifi, B.; Ghédira, K.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
grade
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Solving constraint satisfaction problems using informed backtracking based algorithms

Proceedings of the 3rd Indian International Conference on Artificial Intelligence, IICAI 2007
2007 | Conference paper
EID:

2-s2.0-84872088614

Part of ISBN: 9780972741224
Contributors: Jlifi, B.; Ghédira, K.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier

Combining ARC consistency and informed backtracking techniques for constraint satisfaction

Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing
2004 | Conference paper
EID:

2-s2.0-10444285040

Part of ISBN: 0889864586
Contributors: Boutheina, J.; Ghédira, K.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier

D<sup>2</sup>G<sup>2</sup>A: A distributed double guided genetic algorithm for Max_CSPs

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
2003 | Conference paper
DOI: 10.1007/978-3-540-45224-9_59
EID:

2-s2.0-8344281946

Part of ISSN: 03029743
Contributors: Bouamama, S.; Jlifi, B.; Ghédira, K.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
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On the enhancement of the informed backtracking algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | Conference paper
DOI: 10.1007/978-3-540-45193-8_91
EID:

2-s2.0-84958087705

Part of ISBN: 3540202021 9783540202028
Part of ISSN: 16113349 03029743
Contributors: Boutheina, J.; Ghédira, K.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
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Preferred source (of 2)‎

A distributed guided genetic algorithm for Max-CSPs

Revue d'Intelligence Artificielle
2002 | Journal article
DOI: 10.3166/ria.16.367-382
EID:

2-s2.0-0036416168

Part of ISSN: 0992499X
Contributors: Ghédira, K.; Jlifi, B.
Source: Self-asserted source
Boutheina JLIFI via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (15 reviews for 4 publications/grants)

Review activity for Computational economics. (2)
Review activity for Expert systems with applications. (8)
Review activity for International review of financial analysis. (4)
Review activity for Journal of network and computer applications. (1)
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