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Data Science, Digital Transformation, Risks & Complex Systems



Research Axis “Data Science, Digital Transformation, Risks & Complex Systems” represents a concerted collaboration between researchers from the ESILV and EMLV. Their combined expertise provides a comprehensive lens through which they tackle three primary areas of investigation: Complex Systems, Risks, and Data Science and Digital Transformation.




Intra-disciplinary areas

Data Science, Digital Transformation, Risks & Complex Systems

Research Axis “Data Science, Digital Transformation, Risks & Complex Systems”, with its three distinct yet interconnected topics, signifies the profound efforts of ESILV and EMLV researchers in contributing to a more informed and technologically advanced world.

Complex Systems

The first focal point, Complex Systems, is centered on modeling the intricate interactions of various entities. This includes:

  • Fluids and Particles: Modeling the collective behavior in fluids – liquids, gases, or plasmas – with fluid models and kinetic theory, with emphasis on the wave-particle interactions, has applications in numerous scientific and engineering disciplines.
  • Opinion Dynamics: Capturing the evolution and spread of opinions provides insights into human behavior, decision-making, and societal trends.
  • Crowd Behavior: Studying large group dynamics can offer important revelations about collective human actions and reactions in various scenarios.
  • Propagation: Understanding the spread, be it of information or trends, across different mediums or systems, is vital for numerous applications.
  • Blockchain: This topic delves into the decentralized systems and how information is stored, verified, and shared across a digital, distributed ledger.

Moreover, the realm of Complex Systems extends its reach to personalized recommendations. It seeks to understand the mechanisms behind tailored suggestions and their effects, along with examining factors that influence engagement and sway decision-making.

Risks

The Risks domain focuses on the multifaceted aspects of potential threats and challenges:

  • Measurement and Management: At its core, this segment revolves around defining, quantifying, and strategizing around various risks.
  • Financial, Economic, and Industrial Risks: This entails understanding the uncertainties and potential pitfalls in finance, broader economic factors, and industry-specific operations.
  • Pricing and Model Uncertainty: Delving into how assets, goods, or services are valued and the uncertainties surrounding these models is essential for businesses and economies.
  • Portfolio Selection, Economics, and Behavioral Finance: This area of study examines how assets are grouped, the dynamics of economies, and the psychological factors affecting financial decisions.

Lastly, researchers in this domain study economic design, aiming to understand the structures of economies, and how social change interplays with these designs.


Data Science and Digital Transformation

The third segment, Data Science and Digital Transformation, is a nod to our evolving digital era:

  • Data Science & Information Systems Management: This encompasses the methodologies and techniques of managing information systems and data gathering, storing, and retrieving in efficient and meaningful ways.
  • Data Analysis and Extraction: The process of dissecting vast datasets to glean relevant information and insights.
  • Data Graphs: Visual representations of data structures, showing connections and relationships.
  • Big Data and AI: Handling vast volumes of information and leveraging the prowess of Artificial Intelligence for various applications.
  • Machine and Statistical Learning: Exploring the algorithms and techniques that enable machines to learn from data.
  • Data Mining: The art and science of extracting patterns, trends, and actionable insights from large datasets.





Team




Publications

553 entries « 1 of 12 »

2025

Journal Articles

Ahmad Makki; RIM MHEICH; Madalina Petcu; Raafat Talhouk

Asymptotic behavior of the coupled Allen-Cahn/Cahn-Hilliard system with proliferation term Journal Article

In: Journal Of Mathematical Analysis And Applications, vol. 548, no. 1, pp. 129382, 2025.

Abstract | Links | BibTeX

Luc Molinet; Raafat Talhouk

Global solutions for the one-dimensional Boussinesq-Peregrine system under small bottom variation Journal Article

In: Journal Of Differential Equations, vol. 423, pp. 550-596, 2025.

Abstract | Links | BibTeX

Ni ZHU; Ruiwen He; Zhiqiang Wang

CarNet: A generative convolutional neural network-based line-of-sight/non-line-of-sight classifier for global navigation satellite systems by transforming multivariate time-series data into images Journal Article

In: Engineering Applications Of Artificial Intelligence, vol. 145, pp. 110160, 2025.

Abstract | Links | BibTeX

Zuowei Zhang; Yiru ZHANG; Hongpeng Tian; Arnaud Martin; Zhunga LIU; Weiping Ding

A survey of evidential clustering: Definitions, methods, and applications Journal Article

In: Information Fusion, vol. 115, pp. 102736, 2025.

Abstract | Links | BibTeX

Anouar Obbadi; Mofdi El-Amrani; Mohammed Seaid; Driss Yakoubi

A stable second-order splitting method for incompressible Navier-Stokes equations using the scalar auxiliary variable approach Journal Article

In: Computer Methods In Applied Mechanics And Engineering, vol. 437, pp. 117801, 2025.

Abstract | Links | BibTeX

Vinod Kumar; Sachin Kumar; Ranjan Chaudhuri; Sheshadri Chatterjee; Alkis Thrassou; Georgia Sakka

From insight to impact: Unravelling the dynamics of big data-backed growth hacking Journal Article

In: Journal Of Business Research, vol. 188, pp. 115083, 2025.

Abstract | Links | BibTeX

David Korger; Emanuele Poli; Alessandro Biancalani; Alberto Bottino; Omar Maj; Juvert Njeck Sama

Modulational instability of geodesic-acoustic-mode packets Journal Article

In: Plasma Physics And Controlled Fusion, vol. 91, pp. E17, 2025.

Abstract | Links | BibTeX

Kuldeep Singh; Ranjan Chaudhuri; Sheshadri Chatterjee

Assessing the impact of digital transformation on green supply chain for achieving carbon neutrality and accelerating circular economy initiatives Journal Article

In: Computers & Industrial Engineering, pp. 110943, 2025.

Abstract | Links | BibTeX

Kuldeep Singh; Sheshadri Chatterjee; Ranjan Chaudhuri; Demetris Vrontis; Helene Yildiz

Knowledge Management and Organizational Resilience in MSMEs: The Intervening Role of Innovation Orientation Journal Article

In: Strategic Change, 2025.

Abstract | Links | BibTeX

Krupa Rai; Antonino Galati; Sheshadri Chatterjee; Ranjan Chaudhuri; Demetris Vrontis; Giuseppina Migliore

Uncorking the psychological factors behind habits and NoLo wine preferences Journal Article

In: British Food Journal, 2025.

Abstract | Links | BibTeX

Mofdi El-Amrani; Anouar Obbadi; Mohammed Seaid; Driss Yakoubi

A fractional time-stepping method for unsteady thermal convection in non-Newtonian fluids Journal Article

In: Communications In Nonlinear Science And Numerical Simulation, vol. 140, no. Part 1, pp. 108350, 2025.

Abstract | Links | BibTeX

Soumyadeep PATY; Arindam BISWAS; Sonia Djebali; Guillaume Guérard; Supreeti KAMILYA

IoT-Enabled Methane Monitoring and LSTM-Based Forecasting System for Enhanced Safety in Underground Coal Mining Journal Article

In: ACM Transactions on Internet of Things, vol. 6, no. 1, 2025.

Abstract | Links | BibTeX

Wissal Benjira; Faten Atigui; Benedicte Bucher; Malika Grim-Yefsah; Nicolas Travers

Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach Journal Article

In: Data & Knowledge Engineering, pp. 102405, 2025.

Abstract | Links | BibTeX

Alain Ghizzo; Daniele Del Sarto; Juvert Njeck Sama; Alessandro Biancalani

Internal transport barrier triggered by phase synchronization of zonal flow with energetic particle modes Journal Article

In: Plasma Physics And Controlled Fusion, vol. 67, no. 1, pp. 015016, 2025.

Abstract | Links | BibTeX

Miscellaneous

Insaf Khelladi; Hajer Kefi; Nathalie Veg-Sala; Zied Mani

Les chatbots émotionnels alimentés par l'IA, entre remèdes émotionnels et mirages affectifs Miscellaneous

The Conversation, 2025.

Links | BibTeX

Insaf Khelladi; Hajer Kefi; Nathalie Veg-Sala; Zied Mani

Les chatbots émotionnels alimentés par l'IA, entre remèdes émotionnels et mirages affectifs Miscellaneous

The Conversation, 2025.

Links | BibTeX

Erik Ernesto Vazquez Hernandez

How image quality and style of reviews impact purchase behavior in social commerce? Miscellaneous

FNEGE Médias, Video, 2025.

Links | BibTeX

Elissar Toufaily

Web3's Missing Pieces: What's Preventing Mass Adoption? Miscellaneous

Medium, 2025.

Links | BibTeX

Erik Ernesto Vazquez Hernandez

How image quality and style of reviews impact purchase behavior in social commerce? Miscellaneous

FNEGE Médias, Podcast, 2025.

Links | BibTeX

2024

Journal Articles

Tatiana ZALAN; Elissar Toufaily

A nascent market for digital assets: Exploration of consumer value of NFTs Journal Article

In: Digital Business, vol. 4, no. 2, pp. 100084, 2024.

Abstract | Links | BibTeX

Akram Hakiri; Sadok Ben Yahia; Aniruddha GOKHALE; Nédra Mellouli

Special Issue on Digital Twin for Future Networks and Emerging IoT Applications Journal Article

In: Future Generation Computer Systems-The International Journal Of Escience, vol. 161, pp. 81-84, 2024.

Abstract | Links | BibTeX

Marco A. Fontelos; Nastassia Pouradier Duteil; Francesco Salvarani

Self-similar solutions, regularity and time asymptotics for a nonlinear diffusion equation arising in game theory Journal Article

In: Nonlinear Analysis-Real World Applications, vol. 80, pp. 104152, 2024.

Abstract | Links | BibTeX

Jean Deteix; Driss Yakoubi

An iterative split scheme for steady flows with heterogeneous viscosity Journal Article

In: Computer Methods In Applied Mechanics And Engineering, vol. 423, no. Part A, pp. 117391, 2024.

Abstract | Links | BibTeX

Ahmed Ja; Saad Benjelloun; Jean Michel Ghidaglia; Faical Ait Lahbib

Dynamic fluid flow model for phosphate slurry pipeline: OCP main pipeline as case study Journal Article

In: International Journal Of Multiphase Flow, vol. 181, pp. 105011, 2024.

Abstract | Links | BibTeX

Najid Ahmad; Duc Khuong Nguyen; Xian-Liang Tian

Assessing the impact of the sharing economy and technological innovation on sustainable development: An empirical investigation of the United Kingdom Journal Article

In: Technological Forecasting And Social Change, vol. 209, pp. 123743, 2024.

Abstract | Links | BibTeX

Hajer Kefi; Insaf Khelladi; Zied Mani; Nathalie Veg-Sala

AI-enabled social support chatbot usage: flowing ambivalence and liminalities Journal Article

In: Journal of Decision Systems, pp. 1-24, 2024.

Abstract | Links | BibTeX

Krupa Rai; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis; Antonino Galati

Digital innovation and automation of business processes using quick response code: advancing the means-end chain theory Journal Article

In: Business Process Management Journal, 2024.

Abstract | Links | BibTeX

Vinod Kumar; Sachim KUMAR; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis; Saeedeh Rezaee Vessal

Innovation capability and R&D performance of organizations: moderating role of industry-academic knowledge transfer Journal Article

In: Journal Of Knowledge Management, 2024.

Abstract | Links | BibTeX

Laurent Boudin; Alex Rossi; Francesco Salvarani

A kinetic model of polyatomic gas with resonant collisions Journal Article

In: Ricerche Di Matematica, vol. 73, pp. 2411-2424, 2024.

Links | BibTeX

Sheshadri Chatterjee; Ranjan Chaudhuri; Demetris Vrontis; Raj Mahto

Bright and dark sides of adopting a platform-based sharing economy business model Journal Article

In: R&D Management, vol. 54, no. 5, pp. 1145-1165, 2024.

Abstract | Links | BibTeX

Swati Chaudhary; Aditi Gupta; Apoorva A.; Ranjan Chaudhuri; Vijay Pereira; Sheshadri Chatterjee; Sumana Chaudhuri

A study of ?organizational identification? during 1965-2022: a bibliometric analysis Journal Article

In: International Journal of Organizational Analysis, vol. 32, no. 10, pp. 2205-2235, 2024.

Abstract | Links | BibTeX

Laura Recuero Virto; Arno Thielens; Marek Czerwinski; Jérémy Froidevaux

The exposure of non-human living organisms to mobile communication emissions: A survey to establish European stakeholders' policy option preferences Journal Article

In: Risk Analysis, vol. 44, no. 11, pp. 2554-2568, 2024.

Abstract | Links | BibTeX

Sachin Modgil; Shivam Gupta; Bobo Zhang; Surajit Bag

Blockchain-enabled supply chain finance strategies for a circular economy revolution Journal Article

In: Business Strategy And The Environment, vol. 33, no. 7, pp. 7006-7020, 2024.

Abstract | Links | BibTeX

Azeddine Zaidni; Philip J. Morrison b; Saad Benjelloun

Thermodynamically consistent Cahn-Hilliard-Navier-Stokes equations using the metriplectic dynamics formalism Journal Article

In: Physica D-Nonlinear Phenomena, vol. 468, pp. 134303, 2024.

Abstract | Links | BibTeX

Basma Jaffal-Moutarda; Driss Yakoubi

Convergence analysis of an efficient scheme for the steady state second grade fluid model Journal Article

In: Communications In Nonlinear Science And Numerical Simulation, vol. 138, pp. 108254, 2024.

Abstract | Links | BibTeX

Maxime Sèbe; Laura Recuero Virto; Akoh Fabien Yao; Hervé Dumez

Environmentally Differentiated Port Dues: A Case Study for a Transparent Scheme Journal Article

In: Environmental & Resource Economics, vol. 87, no. 11, pp. 2993-3009, 2024.

Abstract | Links | BibTeX

Juvert Njeck Sama; Alessandro Biancalani; Alberto Bottino; Daniele Del Sarto; Remi Dumont; Giovanni Di Giannatale; Alain Ghizzo; Thomas Hayward-Schneider; Philipp Lauber; Ben McMillan; Alexey Mishchenko; Moahan Muruggapan; Brando Rettino; Baruch Rofman; Francesco Vannini; Laurent Villard; Xin Wang

Ion temperature gradient mode mitigation by energetic particles, mediated by forced-driven zonal flows Journal Article

In: Physics Of Plasmas, vol. 31, no. 11, pp. 112503, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Balakrishna Grandhi; Demetris Vrontis; Sheshadri Chatterjee

Assessing the significance of employee flexibility and organization policy for survival of organizations during turbulent conditions Journal Article

In: International Journal of Organizational Analysis, vol. 32, no. 9, pp. 2026-2051, 2024.

Abstract | Links | BibTeX

Hai-Chuan Xu; Tai-Min Li; Peng-Fei Dai; Duc Khuong Nguyen; Wei-Xing Zhou

Stress testing climate risk: A network-based analysis of the Chinese banking system Journal Article

In: Journal Of International Money And Finance, vol. 149, pp. 103207, 2024.

Abstract | Links | BibTeX

Yatish Joshi; Sheshadri Chatterjee; Ranjan Chaudhuri; S. M. Riad Shams; Chrysostomos Apostolidis

Assessing the impact of digital transformation capacity for international market growth: the role of leadership support Journal Article

In: International Marketing Review, 2024.

Abstract | Links | BibTeX

Kuldeep Singh; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis; Helene Yildiz

Harmonious CSR and sustainable branding: evaluating the moderating role of corporate reputation and SDGs in shaping consumer trust in digital advertising Journal Article

In: International Journal Of Advertising, 2024.

Abstract | Links | BibTeX

Abla Chaouni Benabdellah; Kamar Zekhnini; Surajit Bag; Shivam Gupta; Ana Beatriz Lopes de Sousa Jabbour

Designing a collaborative product development process from a knowledge management perspective Journal Article

In: Journal Of Knowledge Management, vol. 28, no. 8, pp. 2383-2412, 2024.

Abstract | Links | BibTeX

Ben Veldhuizen; Remco C. Veltkamp; Omar Ikne; Benjamin Allaert; Hazem Wannous; Marco Emporio; Andrea Giachetti; Joseph J. Laviola Jr.; Ruiwen He; Halim Benhabiles; Adnane Cabani; Anthony Fleury; Karim Hammoudi; Konstantinos Gavaldas; Christoforos Vlachos; Athanasios Papanikalaou; Ioannis Romanelis; Vlassis Fotis; Gerasimos Arvanitis; Konstantinos Moustakas; Christoph Von Tycowicz

SHREC 2024: Recognition of dynamic hand motions molding clay Journal Article

In: Computers & Graphics-Uk, vol. 123, pp. 104012, 2024.

Abstract | Links | BibTeX

Duc Khuong Nguyen; Ricardo M. Sousa

China's monetary policy framework and global commodity prices Journal Article

In: Energy Economics, vol. 138, pp. 107767, 2024.

Abstract | Links | BibTeX

Kamel Hamdache; Djamila Hamroun; Basma Jaffal-Moutarda

Time-periodic solutions to heated ferrofluid flow models Journal Article

In: Journal Of The London Mathematical Society-Second Series, vol. 110, no. 4, pp. e12990, 2024.

Abstract | Links | BibTeX

Oussama Boussoufa; Yasmina Daikh; Driss Yakoubi

Numerical analysis for backward Euler spectral discretization for Stokes equations with boundary conditions involving the pressure: part II Journal Article

In: Calcolo, vol. 61, no. 64, pp. 1-24, 2024.

Abstract | Links | BibTeX

Sheshadri Chatterjee; Ranjan Chaudhuri; Demetris Vrontis; Stefano Bresciani

Exploring the effect of government incentives on electric vehicle purchase intention in smart cities Journal Article

In: Journal Of Cleaner Production, vol. 477, pp. 143841, 2024.

Abstract | Links | BibTeX

Demetris Vrontis; Ranjan Chaudhuri; Sheshadri Chatterjee

Reassessing the Constructs Related to Technology Adoption Theories in the Global Marketing Domain in Light of the Emergence of GenAI Journal Article

In: Journal of Global Fashion Marketing, vol. 37, no. 5, pp. 357-378, 2024.

Abstract | Links | BibTeX

Jerry Lonlac; Imen Ouled Dlala; Said Jabbour; Engelbert Mephu Nguifo; Badran Raddaoui; Lakhdar Sais

On the Discovery of Frequent Gradual Patterns: A Symbolic AI Based Framework Journal Article

In: SN Computer Science, vol. 5, pp. 944, 2024.

Abstract | Links | BibTeX

Yuehgoh Foutse; Sonia Djebali; Nicolas Travers

Leveraging recommendations using a multiplex graph database Journal Article

In: International Journal of Web Information Systems, vol. 20, no. 5, pp. 537-582, 2024.

Abstract | Links | BibTeX

553 entries « 1 of 12 »

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