view my articles, books, chapters in books, and my other publications
Articles
Data Science and Predictive Modelling for Global Transformations
de Marcellis-Warin, N., Pilato, V., and Warin, Th. (2025). “The role of Multinational Tech Corporations in the Global Convergence of Ethical Standards: A Retrieval-Augmented Generation Framework” In progress. methodology.pdfpaper_EGOS.pdffigure.pdftables.pdfexpected_results.pdf
Wetzel, M., Audet, M., Warin, Th. (2024). “Navigating the Waters of International Diplomacy: The International Whaling Commission and the Politics of Environmental Governance.” Sage Business Case.
Marty, F. et Warin, T. (2024) . Algorithmes de prix et signaux collusifs : approches économique et concurrentielle. Revue française d’économie, Vol. XXXIX(2), 193-240. https://doi.org/10.3917/rfe.242.0193.
Marty, F., Warin, Th. (2024). Implications éthiques, juridiques et sociétales des systèmes d’intelligence artificielle avancés : vers un cadre multidisciplinaire pour l’évaluation et la gestion des risques. Revue Économique. Revise & Resubmit.
Warin, Th., d’Anglade, PM, de Marcellis, N. (2024). Balancing Speed and Stability: A Digital Twin-Driven Efficiency Frontier Approach in Pulp and Paper Industry Operations. pp. 270-276. in Yurish, Sergey. (2024). Proceedings of the 4th IFSA Winter Conference on Automation, Robotics and Communications for Industry 4.0/5.0 (ARCI 2024). 10.13140/RG.2.2.20923.18722. View the article
Warin, Th. et al.(2023) « Twitter conversations on sustainable development goals in Brazilian public universities using natural language processing », Discover Sustainability, vol. 4, no 51, 2023, p. 1-22. https://doi.org/10.1007/s43621-023-00170-6
Marty, F., Warin, T. (2023). Coordinated Anticompetitive Practices Based on Algorithms. In: Marciano, A., Ramello, G.B. (eds) Encyclopedia of Law and Economics. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7883-6_818-1
Warin Thierry, Stojkov, Aleksandar; « Sovereign Bond Yield Differentials across Europe: A Structural Entropy Perspective », Entropy, vol. 25, no 4, 2023, p. 1-12. https://doi.org/10.3390/e25040630
KOULOUKOUI, Daniel, DE MARCELLIS-WARIN, Nathalie, GOMES, Sonia Maria da Silva, WARIN, Thierry; « Mapping global conversations on twitter about environmental, social, and governance topics through natural language processing », Journal of Cleaner Production, vol. 414, 2023, p. 1-11. https://doi.org/10.1016/j.jclepro.2023.137369
WARIN, Thierry, STOJKOV, Aleksandar; « “Decoding” Policy Perspectives: Structural Topic Modeling of European Central Bankers’ Speeches », Journal of Risk and Financial Management, vol. 16, no 7, 2023, p. 329-352. https://doi.org/10.3390/jrfm16070329
PRATT, Lorien, BISSON, Christophe, WARIN, Thierry; « Bringing advanced technology to strategic decision-making: The Decision Intelligence/Data Science (DI/DS) Integration framework », Futures, vol. 152, 2023, p. 1-11. https://doi.org/10.1016/j.futures.2023.103217
DE MARCELLIS-WARIN, Nathalie, MARTY, Frédéric, THELISSON, Eva, WARIN, Thierry; « Artificial intelligence and consumer manipulations: from consumer’s counter algorithms to firm’s self-regulation tools », AI and Ethics, vol. 2, no 2, 2022, p. 259-268. https://doi.org/10.1007/s43681-022-00149-5
WARIN, Thierry, STOJKOV, Aleksandar; « Machine Learning in Finance: A Metadata-Based Systematic Review of the Literature », Journal of Risk and Financial Management, vol. 14, no 7, 2021, p. 1-31. https://doi.org/10.3390/jrfm14070302
DE MARCELLIS-WARIN, Nathalie, MARTY, Frédéric, WARIN, Thierry; « Vers un virage algorithmique de la lutte anticartels ? Explicabilité et redevabilité à l’aube des algorithmes de surveillance », Éthique publique : revue internationale d’éthique sociétale et gouvernementale, vol. 23, no 2, 2021, p. 1-17.
Thelisson E., de Marcellis-Warin N., Longepe N. and Warin T. (2022) Special issue on “AI & Big Data Analytics for Emergency Preparedness and Responses Systems” in Frontiers in Big Data
Backus A., de Marcellis-Warin N. and Warin T. (2021) “Shale Gaz Extraction in the U.S.: Perspectives from Geo-Located Twitter Conversations”, in progress
Bengoa M. and Warin T. (2022) “Hukou System, Access to Health Services and Health Outcomes: A Machine Learning Approach Applied to Rural-Urban Migration in China”, in progress
Marty F., and Warin Th. (2022) “Wolf in Sheep’s Clothing: Digital Platforms and Informational Capture from Complementors” submitted
Warin T, Global Research on Coronaviruses: Metadata-Based Analysis for Public Health Policies, JMIR Med Inform 2021; 9(11):e31510, URL: https://medinform.jmir.org/2021/11/e31510, DOI: 10.2196/31510
Warin T. and Stojkov A. (2021) “Machine Learning in Finance: A Metadata-Based Systematic Review of the Literature” Journal of Risk and Financial Management, 14(7), 302; https://doi.org/10.3390/jrfm14070302
Sanger W. and Warin Th. (2020) “How Data Science can (also) help central bankers: An NLP study of the European Central Bank presidents’ speeches” Global Economy Journal, Vol. 20, No. 02, 2050009 https://doi.org/10.1142/S2194565920500098
Sanger W. and Warin Th. (2017) “The 2015 Canadian Election on Twitter: A Tidy Algorithmic Analysis”Proceedings of the 2017 International Conference on Computational Science and Computational Intelligence (CSCI’17: 14-16 December, Las Vegas, Nevada, USA); Included in IEEE Xplore; Publisher: IEEE Computer Society, Editors: H. R. Arabnia, L. Deligiannidis, F. G. Tinetti, Q-N. Tran, M. Qu Yang; ISBN-13: 978-1-5386-2652-8; BMS Part # CFP1771X-USB; [DOI: 10.1109/CSCI.2017.158]; paper acceptance rate: 21%
Le Duc R., Sanger W. and Warin Th. (2017) “Mapping Innovations in Artificial Intelligence Through Patents: A Social Data Science Perspective”, Proceedings of the 2017 International Conference on Computational Science and Computational Intelligence (CSCI’17: 14-16 December, Las Vegas, Nevada, USA); Included in IEEE Xplore; Publisher: IEEE Computer Society, Editors: H. R. Arabnia, L. Deligiannidis, F. G. Tinetti, Q-N. Tran, M. Qu Yang; ISBN-13: 978-1-5386-2652-8; BMS Part # CFP1771X-USB; [DOI 10.1109/CSCI.2017.40]; paper acceptance rate: 21%
Econometrics and Game Theory for International Finance, Trade and Innovation
Stojkov, A., Warin, Th. (2024). European integration and economic growth in emerging Europe: the role of institutions and policy factors. Post-Communist Economies.
Besancenot D., Vranceanu R., and Warin Th. (2000) “Eastern European Countries: The Cost of a Candidacy to the EMU” International Economics, Vol. 1, no 81, pp. 65-76.
de Marcellis-Warin N., Médan P. and Warin T. (2014) “Économie Industrielle” (with de Marcellis-Warin, N. ; Médan, Pierre), Presses Internationales de Polytechnique (Industrial Organization)
Warin T. (2005) “L’exception économique française ou les 35 heurts”, Les éditions de l’Officine, Paris
Warin T. (2001) “L’euro et l’entreprise: 2002 et après?”, Les éditions Litec, Paris
Médan P. and Warin T. (2000) “Économie industrielle, une perspective européenne”, Les éditions Dunod, Paris
Warin T. (1998) “Euro mode d’emploi”, Les éditions Litec, Paris
Chapters
de Marcellis, N., Warin, Th. (2024). Digital Leadership in the Future: Implications on Strategies, Support and Training, in Digital Leadership: Concept and Cases, edited by J. Mark Munoz, Chap 14. Edward Elgar Publishers.
Warin, T., Stojkov, A. (2024). Reinventing the Gravity Model: The Significance of Real-Time Data and Time-Related Factors in International Trade. In: Pellat, G., Zafiroski, J., Šuplata, M. (eds) Cooperation and Enlargement: Two Challenges to be Addressed in the European Projects—2022. Studies in Systems, Decision and Control, vol 500. Springer, Cham. https://doi.org/10.1007/978-3-031-42253-9_6
Nathalie de Marcellis-Warin, J. Mark Munoz, Hugo Warin and Thierry Warin, 2023, Digital Democratization: The Case of Environmental Risk Management in Haiti, Chap 3, In Maurya, Alka, Munoz, J. Mark, Gaur, Loveleen and Singh, Gurinder. Disruptive Technologies in International Business: Challenges and Opportunities for Emerging Markets, Berlin, Boston: De Gruyter, 2023. https://doi.org/10.1515/9783110734133
MARTY, Frédéric, WARIN, Thierry; « Coordinated Anticompetitive Practices Based on Algorithms », Encyclopedia of Law and Economics, Springer, 2023, p. 1-5.
MARTY, Frédéric, WARIN, Thierry; « Algorithm-Based Anticompetitive Unilateral Practices », Encyclopedia of Law and Economics, Springer, 2023, p. 1-7.
DE MARCELLIS-WARIN, Nathalie, MUNOZ, J. Mark, WARIN, Hugo, WARIN, Thierry; « Digital Democratization: The Case of Environmental Risk Management in Haiti », Disruptive Technologies in International Business. Challenges and Opportunities for Emerging Markets, De Gruyter, 2023, p. 17-27. https://doi.org/10.1515/9783110734133-003
DE MARCELLIS-WARIN, Nathalie, WARIN, Thierry; « Government 4.0 and evidence-based policies : AI and data analytics to the rescue », Handbook of Artificial Intelligence and Robotic Process Automation: Policy and Government Applications, Anthem Press, 2020, p. 31-39.
Royer, A, De Marcellis-Warin, N., Peignier, I., Warin, T, (2020) “La révolution numérique appliquée à l’agriculture au Québec », in Le Québec Économique 9 : Perspectives et défis de la transformation numérique, Chapitre 16, Publication du CIRANO. pp. 417-432. https://www.cirano.qc.ca/files/publications/2020CH-16.pdf
Aubert, B., De Marcellis-Warin, N., Warin, T, 2020, “Science des données, réseaux sociaux et politiques publiques”, in Le Québec Économique 9 : Perspectives et défis de la transformation numérique, Chapitre 11, Publication du CIRANO. pp. 285-314 https://www.cirano.qc.ca/files/publications/2020CH-11.pdf
Warin T. (2018) “Intelligence artificielle et parlements nationaux: la révolution industrielle au service des lois” dans L’intelligence artificielle expliquée à mon boss, Editor: Pierre Blanc, Kawa Editions, Paris, pp. 292-294
Durand, A. and Warin T. (2018) “Economic and Technological Convergence”, in Marketing and Globalization, Editor: Aurelia Durand, Routledge, pp. 270-273
de Marcellis-Warin, N. and Warin T. (2017) “Data Science and Perception of Natural and Climate Risks: An Analysis of Twitter Conversations”, in Weather and Climate Risk Communication, Editors: Bernard Motulsky, Jean Bernard Guindon , Flore Tanguay-Hébert, Presses Universitaires de Québec, Chapter, pp. 161-178
de Marcellis-Warin N. and Warin T. (2017) “Les sciences des données et la perception des risques naturels et climatiques: analyse des conversations sur Twitter” (chapitre 10) in Communication des risques météorologiques et climatiques, Editors: Bernard Motulsky, Jean Bernard Guindon, Flore Tanguay-Hébert, Presses Universitaires de Québec, Chapitre , pp. 169-188
Troadec A. and Warin T. (2016) “Price Strategies in a Big Data World”, in Encyclopedia of E-Commerce Development, Implementation, and Management, IGI Global, Chapter 46, pp 625-638
Sinclair-Desgagné B, Van Assche A. and Warin T. (2015) “La Belle Province dans le Nouveau Monde : l’histoire du Petit Poucet?”, dans L’économie du Québec 2015 : contexte et enjeux internationaux, Editors: Warin, Thierry ; Sinclair-Desgagné, Bernard, Van Assche, Ari, Presses Internationales de Polytechnique, Introduction pp 1-14
Hadengue M. and Warin T. (2015) “Un monde en émergence : menaces et opportunités pour Québec inc.”, in L’économie du Québec 2015 : contexte et enjeux internationaux, Editors: Warin, Thierry ; Sinclair-Desgagné, Bernard, Van Assche, Ari, Presses Internationales de Polytechnique, Chapitre 1 pp 25-58
Troadec A. and Warin T. (2015) “La place des entreprises canadiennes dans la R-D mondiale” (with Troadec, Antoine), in L’économie du Québec 2015 : contexte et enjeux internationaux, Editors: Warin, Thierry ; Sinclair-Desgagné, Bernard, Van Assche, Ari, Presses Internationales de Polytechnique, Chapitre 4 pp 109-125
de Marcellis-Warin N. and Warin T. (2015) “Le Québec : de l’international au régional”, dans L’économie du Québec 2015 : contexte et enjeux internationaux, Editors: Warin, Thierry ; Sinclair-Desgagné ,Bernard, Van Assche, Ari, Presses Internationales de Polytechnique, Chapitre 8 pp 193-223
Stojkov A. and Warin T. (2015) “Determinants of External Current Accounts in South Eastern Europe”, in Financialisation and Financial Crisis in South-Eastern European Countries, Editors: Dubravko Radosevic and Vladimir Cvijanović, Peter Lang – International Academic Publishers, Chapitre pp 263-300
Warin T. (2010) “L’économie française: le syndrome du Malade Imaginaire ou celui du Bourgeois Gentilhomme?”, in France in the Twenty-First Century: New Perspectives/La France à l’aube du XXIe siècle: nouvelles perspectives, Birmingham, AL, Summa Publications, pp 281-290
Clayton J and Warin T. (2009) “Remittances in El Salvador and Ecuador: A Comparative Analysis of Household Surveys”, in Global Business & Economics Anthology, Editor : D. Kantarelis, Business & Economics Society International, pp 348
Bonardi J. and Warin T. (2007) “Open Source Software Development, Innovation, and Coordination Costs” (with Bonardi, Jean-Philippe), in Global Business & Economics Anthology, Editor : D. Kantarelis
Warin T. (2001) “Euroland versus US: Analysis and Framework for Monetary Strategies” (with André Fourçans) in International Public Policy and Regionalism at the Turn of the Century, Editors: Fatemi Khosrow & Susan E. W. Nichols, Pergamon, Elsevier Science, Amsterdam, Chapitre 23
Fourçans A. and Warin T. (2001) “A Game Theoretical Approach to Monetary Policy: What Strategy for the ECB?”, in EMU, Financial Markets and the World Economy, Editors: Thomas Moser & Bernd Schips, Kluwer Academic Publishers, Boston, Chapitre 5
Fourçans A. and Warin T. (1999) “Euroland versus USA: A Theoretical Framework for Monetary Strategies”, in Globalization in the 21th century, Editors: Fatemi Khosrow & Susan E. W. Nichols, Calexico, CA : IT&FA, Chapitre 23
Other
Warin, T., de Marcellis-Warin, N., & Normand, R. (2022). Mieux comprendre le niveau d’adoption des cryptoactifs au Québec (2022RP-23, CIRANO). https://doi.org/10.54932/CSWF3465, 106 pages
de Marcellis-Warin, N., Troadec, A., Sanger, W., Nembot, B. and Warin T. (2014) “Un état des lieux sur les données massives” (Big Data : A State of the Art), CIRANO report, 41 pages
Stojkov A. and Warin T. (2013) “Canada-EU Free-trade Agreement”(Libéralisation des échanges entre le Canada et l’Union européenne), CIRANO Report, 184 pages, (confidential)
Warin T. (2010) “Macroeconomic scenarios for Haiti: The education reform in perspective”, Inter-American Development Bank Report, 105 p. (confidential)
Warin T. (2010) “Public finance sustainability in the Republic of Macedonia”, Report to the Prime Minister and the Minister of Finance of the Republic of Macedonia (FYROM), 115 p. (confidential)