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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

674 entries « 13 of 14 »

2017

Conferences

Martino Grasselli; Gorgia Callegaro; Lucio Fiorin

Quantization meets Fourier: A New methodology for pricing options Conference

6th International Conference Mathematics in Finance, Cape Town, South Africa, 2017.

BibTeX

Gaël Chareyron

Études des traces numériques laissées par les internautes, cas de Airbnb en Val de Marne Conference

Rencontres observation des CDT/ADT, Paris, France, 2017.

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Gaël Chareyron

Histoires de prêts. Mémoires et enjeux des prêts dans les musées Conference

Aspects géopolitiques et diplomatiques des prêts, colloque international organisé avec la participation de l'Institut d'histoire moderne et contemporaine (IHMC-CNRS-ENS), Paris, France, 2017.

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Martino Grasselli

Organizer of a mini-symposium on Quantization Conference

8th General AMaMeF Conference, Amsterdam, Netherlands, 2017.

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Martino Grasselli

A consistent stochastic model of the term structure of interest rates for multiple tenors Conference

Second Paris-Asia Conference in Quantitative Finance, Suzhou, China, 2017.

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Sébastien Jacquot; Saskia Cousin; Gaël Chareyron; Jeanne Richon

Cartographie des locations saisonnières dans l'arrondissement, évolution du phénomène à Paris Conference

Les locations saisonnières dans le 4e arrondissement : Une désertification invisible ?, Paris, France, 2017.

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Edouard Pignot

The true power of games: A study of developers' affective and ethical modes of engagement at work Conference

33rd EGOS colloquium, Copenhagen, 2017.

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Edouard Pignot; Simeon Vidolov; Stefan Klein

IT design as a vanishing and foregrounding performance: from immersive to open virtual learning environment Conference

10th International Critical Management Studies Conference, Liverpool, 2017.

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Edouard Pignot

Ideological materiality in organizations: Rethinking the relationship between affect, work and technolog Conference

Workshop Organizations, Artifacts and Practices (OAP), Singapore, 2017.

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Book Sections

Saskia Cousin; Gaël Chareyron; Sébastien Jacquot

Big Data and Tourism Book Section

In: Lowry, Linda L. (Ed.): The SAGE International Encyclopedia of Travel and Tourism, pp. 151-155, SAGE Publications, Inc, 2017, ISBN: 978-1-483-36894-8.

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Proceedings Articles

Stéphane Loiseau; Sonia Djebali; Thomas Raimbault; Bérangère Branchet; Gaël Chareyron

Characterization of daily tourism behaviors based on place sequence analysis from photo sharing websites Proceedings Article

In: 2017 IEEE International Conference on Big Data, pp. 2760 - 2765, Boston, USA, 2017, ISBN: ISBN: 978-1-5386-2714-3.

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Christophe Rodrigues

An Evolutionary Algorithm for Automatic Summarization Proceedings Article

In: Proceedings of Recent Advances in Natural Language Processing, pp. 111-120, Varna, Bulgaria, 2017.

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Farah AIT SALAHT; Mehdi Kandi; Hind Castel-Taleb; Emmanuel Hyon

Analysis of Performance and Energy Consumption in the Cloud Proceedings Article

In: Computer Performance Engineering, Berlin, Germany, 2017, ISBN: 978-3-319-66583-2.

Abstract | Links | BibTeX

Thomas Raimbault; Sonia Djebali

Interroger intuitivement le Web des Données avec SimplePARQL Proceedings Article

In: Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, Caen, France, 2017.

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Sonia Djebali; Thomas Raimbault

Regrouper des résultats SPARQL par comparaison de leurs contenus tels qu'ils sont agencés dans la base RDF interrogée Proceedings Article

In: CORIA, Marseille, France, 2017.

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Guillaume Guérard; Sonia Djebali

Rendre 'intelligent' le Smart Grid Proceedings Article

In: 18ème conférence annuelle de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Metz, France, 2017.

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Miscellaneous

Gaël Chareyron; Sébastien Jacquot

Airbnb ou la vie rêvée des autres Miscellaneous

The Conversation, 2017.

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Gaël Chareyron

Attendre le législateur ou évoluer, le dilemme des hôteliers Miscellaneous

Monde des Grandes Ecoles, 2017.

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Jérôme Da Rugna; Gaël Chareyron

Big data, big money : qui profite de l'explosion des données ? Miscellaneous

The Conversation, 2017.

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Mesias Alfeus; Martino Grasselli; Erik Schlögl

A Consistent Stochastic Model of the Term Structure of Interest Rates for Multiple Tenors Miscellaneous

UTS QFR research paper, 2017.

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Gaël Chareyron; Jérôme Da Rugna

La valeur de vos données vous appartient-elle ? Miscellaneous

Monde des Grandes Ecoles, 2017.

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2016

Journal Articles

Youcef Amirat; Kamel Hamdache

Steady state solutions of ferrofluid flow model Journal Article

In: Communications On Pure And Applied Analysis, vol. 15, no. 6, pp. 2329-2355, 2016.

Abstract | Links | BibTeX

Griselda Deelstra; Martino Grasselli; Christopher Van Weverberg

The Role of the Dependence between Mortality and Interest Rates when pricing Guaranteed Annuity Options Journal Article

In: Insurance Mathematics & Economics, vol. 71, pp. p205-p219, 2016.

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Martino Grasselli; Giulio Miglietta

A Flexible Spot Multiple-Curve Model Journal Article

In: Quantitative Finance, vol. 16, no. 10, pp. p1465-p1477, 2016.

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Kamel Hamdache; Djamila Hamroun; Asma Louardani

Global weak solutions to a model of micropolar fluids with maxwell-cattaneo heat transfer law Journal Article

In: Nonlinear Analysis-Theory Methods & Applications, vol. 142, pp. 69-96, 2016.

Abstract | Links | BibTeX

Olivier Hubert; Frédérick Sorel Mballa-Mballa; Song He; Sophie Depeyre

Influence of Biaxial Stress on Magnetic Behavior of Dual-Phase Steel-Experiments and Modeling Journal Article

In: Ieee Transactions On Magnetics, vol. 52, no. 5, pp. 1-4, 2016.

Abstract | Links | BibTeX

Kamel Hamdache; Djamila Hamroun

Global existence and long time behavior of solutions to a model of ferroelectric materials Journal Article

In: Journal Of Mathematical Analysis And Applications, vol. 438, no. 2, pp. 668-700, 2016.

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Ruggero Caldana; Alexandro Gnoatto; Martino Grasselli

General closed-form basket option pricing bounds Journal Article

In: Quantitative Finance, vol. 16, no. 4, pp. p535-p554, 2016.

Abstract | Links | BibTeX

Vivien Brunel; Stéphane Crépey; Monique Jeanblanc

Expected Credit Loss vs Credit Value Adjustment: a comparative Analysis Journal Article

In: Bankers, Markets & Investors, vol. 141, pp. p6-p18, 2016.

Abstract | Links | BibTeX

Yann Braouezec; Cyril Grunspan

Option Pricing Bounds in a Finite Market Model: A Simple Geometric Approach Using Barycentric Coordinates Journal Article

In: European Journal Of Operational Research, vol. 249, no. 1, pp. p270-p280, 2016.

Abstract | Links | BibTeX

Martino Grasselli; Jacinto Marabel Romo

Stochastic Skew and Target Volatility Options Journal Article

In: Journal Of Futures Markets, vol. 26, no. 2, pp. 174-193, 2016.

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Conferences

Gaël Chareyron

Le Louvre dans un monde global : connexions, circulations, projections Conference

Colloque Louvre Monde. Un lieu, des territoires, Paris, France, 2016.

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Martino Grasselli

Lie symmetry methods for local volatility models Conference

Research in Options 2016, Rio de Janeiro, Brazil, 2016.

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Martino Grasselli

Quantized stochastic volatility Conference

Quantitative Methods in Finance 2016, Sydney, Australia, 2016.

BibTeX

Martino Grasselli

Pricing via Recursive Quantization in Local and Stochastic Volatility Models Conference

QUANT 12 workshop dedicated to quantitative finance and insurance, Ecully, France, 2016.

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Lucio Fiorin; Gorgia Callegaro; Martino Grasselli

Pricing via Recursive Quantization in Stochastic Volatility Models Conference

XVII Workshop in Quantitative Finance, Pise, Italie, 2016.

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Gaël Chareyron

Sémiotique, linguistique, infocom, anthropologie, récits de voyage, littérature, informatique... A la croisée des disciplines Conference

Jean-Didier Urbain , 40 ans de voyages indisciplinés, Paris, France, 2016.

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Gaël Chareyron

Visiter Paris, sa banlieue, ses environs, de 1820 à aujourd hui Conference

Visiter Paris, sa banlieue, ses environs, de 1820 à aujourd hui, Paris, France, 2016.

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Gaël Chareyron

Les traces numériques pour identifier les pratiques touristiques et patrimoniales en périphérie Conference

Les périphéries métropolitaines au prisme des mobilités touristiques et du patrimoine, Paris, France, 2016.

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Proceedings Articles

Hyungseok Yoon; Kim Namil; Patrice Fontaine

Role of Knowledge and Techno-Nationalism in Emerging Market Firms Cross-border M&A Proceedings Article

In: Academy of Management Proceedings, Anaheim, USA, 2016.

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Miscellaneous

Mark Craddock; Martino Grasselli

Lie Symmetry Methods for Local Volatility Models Miscellaneous

UTS QFR research paper, 2016.

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Alexandro Gnoatto; Martino Grasselli; Eckhard Platen

A Penny Saved is a Penny Earned: Less Expensive Zero Coupon Bonds Miscellaneous

UTS QFR research paper, 2016.

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Vivien Brunel

Loan Classification under IFRS9 Miscellaneous

Risk.net, 2016.

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Vivien Brunel

Operational risk modelled analytically II Miscellaneous

Risk.net, 2016.

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2015

Journal Articles

José Da Fonseca; Alexandro Gnoatto; Martino Grasselli

Analytic Pricing of Volatility- Equity Options within Affine Models: an Efficient Conditioning Technique Journal Article

In: Operations Research Letters, vol. 43, no. 6, pp. 601-607, 2015.

Abstract | Links | BibTeX

Jan Baldeaux; Martino Grasselli; Eckhard Platen

Pricing currency derivatives under the benchmark approach Journal Article

In: Journal Of Banking & Finance, vol. 53, pp. 34-48,, 2015.

Abstract | Links | BibTeX

Antonio Gaudiello; Kamel Hamdache

A reduced model for the polarization in a ferroelectric thin wire Journal Article

In: Nodea-Nonlinear Differential Equations And Applications, vol. 22, no. 6, pp. 1883-1896, 2015.

Abstract | Links | BibTeX

Conferences

Martino Grasselli

Pricing via Quantization in stochastic volatility models Conference

Quantitative Methods in Finance 2015, Sydney, Australia, 2015.

BibTeX

Gaël Chareyron; Saskia Cousin; Sébastien Jacquot

Circulations touristiques : la quête des traces numériques. Retour sur une drôle d'enquête/requête Conference

séminaire tourisme recherches institutions pratiques, Paris, France, 2015.

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Gaël Chareyron; Bérangère Branchet; Sébastien Jacquot

Atelier Traces numériques touristiques : un terrain numérique ? Conference

Rencontres Internationales des Jeunes Chercheurs en Tourisme, Paris, France, 2015.

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674 entries « 13 of 14 »

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