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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

509 entries « 1 of 11 »

2025

Journal Articles

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

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

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

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

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

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

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

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

Samik Maiti; Aminallah Rabia; Amine Ammar; Alessandro Biancalani; Francisco Chinesta; Yannick Hoarau; Samir Yahiaoui

A Reduced Model Retaining 1st-Order Vortex Corrections in the Averaged Dynamics of the Wind past Buildings Journal Article

In: International Journal of Heat and Technology, vol. 42, no. 5, pp. 1534, 2024.

Abstract | Links | BibTeX

Laura Recuero Virto; Marek Czerwinski; Jérémy Froidevaux

The determinants of legislation for radiofrequency electromagnetic fields (RF-EMF) with the onset of 5G: An empirical analysis with a worldwide cross-sectional dataset Journal Article

In: Risk Analysis, vol. 44, no. 9, pp. 2046-2088, 2024.

Abstract | Links | BibTeX

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

A time viscosity-splitting method for incompressible flows with temperature-dependent viscosity and thermal conductivity Journal Article

In: Computer Methods In Applied Mechanics And Engineering, vol. 429, pp. 117103, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Bindu Singh; Amit Kumar Agrawal; Sheshadri Chatterjee; Shivam Gupta; Sachin Kumar Mangla

A TOE-DCV approach to green supply chain adoption for sustainable operations in the semiconductor industry Journal Article

In: International Journal Of Production Economics, vol. 275, pp. 109327, 2024.

Abstract | Links | BibTeX

Elissar Toufaily; Tatiana ZALAN

In blockchain we trust? Demystifying the ?trust? mechanism in blockchain ecosystems Journal Article

In: Technological Forecasting And Social Change, vol. 206, pp. 123574, 2024.

Abstract | Links | BibTeX

Ashutosh Singh; Surajit Bag; Tsan-Ming Choi; Surender Munjal

Managing risk concerns with ordered backlogs in the semiconductor industry: An empirical study Journal Article

In: International Journal Of Production Economics, vol. 275, pp. 109326, 2024.

Abstract | Links | BibTeX

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

An improved splitting algorithm for unsteady generalized Newtonian fluid flow problems with natural boundary conditions Journal Article

In: Computers & Mathematics With Applications, vol. 167, pp. 92-109, 2024.

Abstract | Links | BibTeX

Surajit Bag; Shivam Gupta; Hau-Ling Chan; Ajay Kumar

Building smart product-service systems capabilities for circular supply chains in the Industry 4.0 era Journal Article

In: Transportation Research Part E-Logistics And Transportation Review, vol. 188, pp. 103625, 2024.

Abstract | Links | BibTeX

Marwa Berjawi; Toufic El Arwadi; Samer Israwi; Raafat Talhouk

Well-posedness of the Green-Naghdi model for an uneven bottom in presence of the Coriolis effect and surface tension Journal Article

In: Studies in Applied Mathematics, vol. 153, no. 2, pp. e12725, 2024.

Abstract | Links | BibTeX

Huong Giang Nguyen; Khanh Hoang; Quan M.P. Nguyen; Hung Wuan Do; Duc Khuong Nguyen

Portfolio's weighted political risk and mutual fund performance: A text-based approach Journal Article

In: Finance Research Letters, vol. 66, pp. 105728, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman; Susmi Routray; Santosh Kumar Shrivastav; Soni Agrawal

Exploring the potential of blockchain-enabled smart contracts for achieving net-zero emissions: An empirical study Journal Article

In: Business Strategy And The Environment, vol. 33, no. 5, pp. 3965-3985, 2024.

Abstract | Links | BibTeX

Andrea Chiarini; Surajit Bag

Using green human resource management practices to achieve green performance: Evidence from Italian manufacturing context Journal Article

In: Business Strategy And The Environment, vol. 33, no. 5, pp. 4694-4707, 2024.

Abstract | Links | BibTeX

Sheshadri Chatterjee; Ranjan Chaudhuri; Ajay Kumar; Francesco Schiavone

Emergence of Social Robot Technology and Its Friction-Free Diffusion in Society: From Engineering Aesthetics and Compatibility Perspective Journal Article

In: Ieee Transactions On Engineering Management, vol. 71, pp. 13179-13190, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Demetris Vrontis; Sheshadri Chatterjee

Reimaging Emerging Technologies for Digital Transformation and Growth Trajectory of Organizations in New Normal: The Moderating Role of Organizational Data-Driven Culture Journal Article

In: Ieee Transactions On Engineering Management, vol. 71, pp. 13109-13122, 2024.

Abstract | Links | BibTeX

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

The effect of LNG bunkering on port competitiveness using multilevel data analysis Journal Article

In: Transportation Research Part D-Transport And Environment, vol. 132, pp. 104240, 2024.

Abstract | Links | BibTeX

Kamar Zekhnini; Abla Chaouni Benabdellah; Surajit Bag; Shivam Gupta

Supply Chain 5.0 Digitalization: An Integrated Approach for Risk Assessment Journal Article

In: Management Decision, 2024.

Abstract | Links | BibTeX

Shrabani Sutradhar; Sunil Karforma; Rajesh Bose; Sandip Roy; Sonia Djebali; Debnath Bhattacharyya

Enhancing identity and access management using Hyperledger Fabric and OAuth 2.0: A block-chain-based approach for security and scalability for healthcare industry Journal Article

In: Internet of Things and Cyber-Physical Systems, vol. 4, pp. 49-67, 2024.

Abstract | Links | BibTeX

Thanh Ngo; David Stripe; Duc Khuong Nguyen

Estimating the productivity of US agriculture: The Fisher total factor productivity index for time series data with unknown prices Journal Article

In: Australian Journal Of Agricultural And Resource Economics, vol. 68, no. 3, pp. 701-712, 2024.

Abstract | Links | BibTeX

Vinod Kumar; Sachin Kumar; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis

Mapping business ethics and society: A systematic journey into research and way forward Journal Article

In: Business Ethics, the Environment and Responsibility, 2024.

Abstract | Links | BibTeX

Riad Shams; Sheshadri Chatterjee; Ranjan Chaudhuri

Developing brand identity and sales strategy in the digital era: Moderating role of consumer belief in brand Journal Article

In: Alliance Journal of Business Research, vol. 179, pp. 114689, 2024.

Abstract | Links | BibTeX

Ahmad Safa; Hervé Le Meur; Jean-Paul Chehab; Raafat Talhouk

Asymptotic Expansion of the Solutions to a Regularized Boussinesq System (Theory and Numerics) Journal Article

In: Acta Applicandae Mathematicae, vol. 191, no. 12, pp. 1-25, 2024.

Abstract | Links | BibTeX

Bindu Singh; Shefali Srivastava; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis

Assessing the entrepreneurial business performance from a dynamic capability and TOE framework: moderating role of crowdfunding support Journal Article

In: Journal of Small Business and Enterprise Development, 2024.

Abstract | Links | BibTeX

509 entries « 1 of 11 »

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