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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

466 entries « 1 of 10 »

2024

Journal Articles

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

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

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

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

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

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

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

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, 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

Matthieu Garcin; Maxime Nicolas

Nonparametric estimator of the tail dependence coefficient: balancing bias and variance Journal Article

In: Statistical Papers, 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, 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, 2024.

Abstract | Links | BibTeX

Jad Dabaghi; Virginie Ehrlacher

Structure-preserving reduced order model for parametric cross-diffusion systems Journal Article

In: Esaim-Mathematical Modelling And Numerical Analysis-Modelisation Mathematique Et Analyse Numerique, vol. 58, no. 3, pp. 1201-1227, 2024.

Abstract | Links | BibTeX

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

A comprehensive survey on digital twin for future networks and emerging Internet of Things industry Journal Article

In: Computer Networks, vol. 244, pp. 110350, 2024.

Abstract | Links | BibTeX

Erik Ernesto Vazquez Hernandez; Reto Felix; Lorena Siliceo

Female advertising models and their body mass index (BMI): How does BMI similarity affect perceived product quality? Journal Article

In: Journal Of Consumer Behaviour, vol. 23, no. 3, pp. 1251-1269, 2024.

Abstract | Links | BibTeX

Martino Grasselli; Andrea Mazzoran; Andrea Pallavicini

A general framework for a joint calibration of VIX and VXX options Journal Article

In: Annals Of Operations Research, vol. 336, no. 1, pp. 3-26, 2024.

Abstract | Links | BibTeX

Sabri Boubaker; Tonmoy Choudhury; Fakhrul Hasan; Duc Khuong Nguyen

Firm carbon risk exposure, stock returns, and dividend payment Journal Article

In: Journal Of Economic Behavior & Organization, vol. 221, pp. 248-276, 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, 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, 2024.

Abstract | Links | BibTeX

Farid Gasmi; Paul Noumba Um; Laura Recuero Virto; Peter Saba

Digital Literacy, Sustainable Development and Radiation Regulation: Policy and Information Systems Implications Journal Article

In: Information Systems Frontiers, 2024.

Abstract | Links | BibTeX

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

A comprehensive survey on digital twin for future networks and emerging Internet of Things industry Journal Article

In: Computer Networks, vol. 244, pp. 110350, 2024.

Abstract | Links | BibTeX

Hélène Halconruy; Nicolas Marie

On a projection least squares estimator for jump diffusion processes Journal Article

In: Annals Of The Institute Of Statistical Mathematics, vol. 76, pp. 209-234, 2024.

Abstract | Links | BibTeX

Sonia Djebali; Guillaume Guérard; Ihab Taleb

Survey and insights on digital twins design and smart grid's applications Journal Article

In: Future Generation Computer Systems-The International Journal Of Escience, vol. 153, no. April 2024, pp. 234-248, 2024.

Abstract | Links | BibTeX

Evangelia Siachou; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis; Minas Kastanakis; Markella Barouta

Is humility in leadership a promoter of employee voice? A moderated mediation model Journal Article

In: European Management Journal, 2024.

Abstract | Links | BibTeX

Mattia Bongini; Francesco Salvarani

MEAN FIELD GAMES OF CONTROLS WITH DIRICHLET BOUNDARY CONDITIONS Journal Article

In: Esaim-Control Optimisation And Calculus Of Variations, vol. 30, pp. 32, 2024.

Abstract | Links | BibTeX

Zhihui Ren; Sang Yan?Fang; Cui Peng; Chen Deliang; Zhang Yichi; Gong Tongliang; Sun Shao; Nédra Mellouli

Temporal Scaling Characteristics of Sub?Daily Precipitation in Qinghai?Tibet Plateau Journal Article

In: Earths Future, vol. 12, no. 3, pp. 16, 2024.

Abstract | Links | BibTeX

Peter Saba; Antoine Harfouche; Samuel Fosso Wamba; Sujeet Kumar Sharma; Jocelyn Cranefield

Special Issue ? Call for Papers: Emerging Technologies for Sustainable Development? The Grand Challenge Journal Article

In: Communications of the AIS, vol. 55, pp. 1-6, 2024.

Abstract | Links | BibTeX

Nzamba Bignoumba; Nédra Mellouli; Sadok Ben Yahia

A new efficient ALignment-driven Neural Network for Mortality Prediction from Irregular Multivariate Time Series data Journal Article

In: Expert Systems With Applications, vol. 238, no. Part E, pp. 122148, 2024.

Abstract | Links | BibTeX

Edouard Pignot; Mark Thompson

Affect and relational agency: How a negative ontology can broaden our understanding of IS research Journal Article

In: Information And Organization, vol. 34, no. 1, pp. 100500, 2024.

Abstract | Links | BibTeX

Xavier Brouty; Matthieu Garcin

Fractal properties, information theory, and market efficiency Journal Article

In: Chaos Solitons & Fractals, vol. 180, pp. 1-14, 2024.

Abstract | Links | BibTeX

Muhammad Sabbir Rahman; Surajit Bag; Farhana Habib Zinnia; Nripendra. P. Rana; Mohammad Osman Gani

Understanding and predicting customers' intentions to use smartphone-based online games: A deep-learning-based dual-stage modelling analysis Journal Article

In: Computers In Human Behavior, vol. 152, pp. 108083, 2024.

Abstract | Links | BibTeX

RIM MHEICH; Madalina Petcu; Raafat Talhouk

On the Logarithmic Cahn-Hilliard Equation with General Proliferation Term Journal Article

In: Communications On Pure And Applied Analysis, vol. 23, no. 3, pp. 383-403, 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, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Sheshadri Chatterjee; Sachin Kamble; Shivam Gupta; Nelson Oly Ndubisi; Amine Belhadi

Corporate entrepreneurial leadership, resources, capabilities, and sustainable performance Journal Article

In: Business Strategy And The Environment, vol. 33, no. 3, pp. 2066-2083, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Sheshadri Chatterjee; Marcello Mariani; Samuel Fosso Wamba

Assessing the influence of emerging technologies on organizational data driven culture and innovation capabilities: A sustainability performance perspective Journal Article

In: Technological Forecasting And Social Change, vol. 200, pp. 123165, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman; Jitendra Sharma; Andrea Chiarini; Santosh Kumar Srivastava; Shivam Gupta

Building digital technology and innovative lean management capabilities for enhancing operational performance: an empirical study Journal Article

In: Production Planning & Control, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman

Navigating circular economy: Unleashing the potential of political and supply chain analytics skills among top supply chain executives for environmental orientation, regenerative supply chain practices, and supply chain viability Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 504-528, 2024.

Abstract | Links | BibTeX

Anchal Patil; Vipulesh Shardeo; Ashish Dwivedi; Md. Abdul Moktadir; Surajit Bag

Examining the interactions among smart supply chains and carbon reduction strategies: To attain carbon neutrality Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 1227-1246, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman; Gautam Srivastava; Peter Kilbourn; Nishikant Mishra

Buyer-supplier partnerships and circular economy performance in food supply chains: Serial mediation by commitment contract and innovation performance Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 1247-1264, 2024.

Abstract | Links | BibTeX

Surajit Bag; Gautam Srivastava; Anass Cherrafi; Ahad Ali; Rajesh Kumar Singh

Data-driven insights for circular and sustainable food supply chains: An empirical exploration of big data and predictive analytics in enhancing social sustainability performance Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 1369-1396, 2024.

Abstract | Links | BibTeX

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

Error estimates for a viscosity-splitting scheme in time applied to non-Newtonian fluid flows Journal Article

In: Computer Methods In Applied Mechanics And Engineering, vol. 419, no. Feb. 2024, pp. 116639, 2024.

Abstract | Links | BibTeX

Emma Leschiera; Gheed Al-Hity; Melanie Flint; Chandrasekhar Venkataraman; Tommaso Lorenzi; Luis Almeida; Chloé Audebert

An individual-based model to explore the impact of psychological stress on immune infiltration into tumour spheroids Journal Article

In: Physical Biology, vol. 2, pp. 5;21, 2024.

Abstract | Links | BibTeX

466 entries « 1 of 10 »

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