Department of Information Systems

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1338 publications

En préparation
 
Investigation of social media metrics with respect to demand modelling for promotional products
Badulescu Yvonne, Canas Fernan, Hameri Ari-Pekka, Cheikhrouhou Naoufel 14SNF/Programs/100018_176349, Investigation of social media metrics with respect to demand modelling for promotional products.
[serval:BIB_998CCFF7D8A5]
 
Sustainable Partner Selection in Collaborative Networked Organisations
Badulescu Yvonne, Soltan Ezzeddine, Hameri Ari-Pekka, Cheikhrouhou Naoufel 16SNF/Programs/100018_176349, Structured Abstract Purpose: Collaborative Networked Organisations (CNO) are a means of ensuring longevity and business continuity in the face of a global crisis such as COVID-19. This paper presents a multicriteria decision making method for sustainable partner selection based on the three sustainability pillars and Risk. Design/methodology/approach: A combined Analytic Hierarchy Process (AHP) and Fuzzy Analytic Hierarchy Process with Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) approach to evaluate and rank potential partners based on known conditions and predicted conditions at a future time based on uncertainty to support sustainable partner selection. Findings: It is integral to include Risk criteria as an addition to the three Sustainability pillars: economic, environmental, and social, to build a robust and sustainable CNO. One must combine the AHP and Fuzzy-AHP weightings to ensure the most appropriate sustainable partner selection for the current as well as predicted future period. Originality: The paper presents a novel approach to the partner selection process for a sustainable CNO under current known conditions and future uncertain conditions, highlighting the risk of a force majeure occurring such as COVID. Research implications: The approach proposed in the paper is intended to support existing CNO, as well as individual firms wanting to create a CNO, to build a more robust and sustainable partner selection process in the context of a force majeure such as COVID-19..
[serval:BIB_C52AA6BEB5C0]
 
A Coarsification of the Wagner Hierarchy
Duparc J., submitted to Theoretical Computer Science.
[serval:BIB_0C4E3C9581A1]
2024
On the Pivotal Role of Data in Sustainability Transformations: Challenges and Opportunities
Püchel Lea, Wang Cancan, Buhmann Karin, Brandt Tobias, von Schweinitz Felizia, Edinger-Schons Laura Marie, vom Brocke Jan, Legner Christine, Teracino Elizabeth, Mardahl Thomas Daniel, 2024/10/15. Business & Information Systems Engineering, 66 (6).
[URN][DOI][serval:BIB_FB1F61C776DD]
Link Stealing Attacks Against Inductive Graph Neural Networks
Wu Yixin, He Xinlei, Berrang Pascal, Humbert Mathias, Backes Michael, Gong Neil Zhenqiang, Zhang Yang, 2024/10. Proceedings on Privacy Enhancing Technologies, 2024 (4) pp. 818-839.
[URN][DOI][serval:BIB_748C8EFE1E2F]
Shadow Health-Related Data: Definition, Categorization, and User Perspectives
El Zein Yamane, Salehzadeh Niksirat Kavous, Zufferey Noé, Humbert Mathias, Huguenin Kévin, 2024/09. dans Proceedings of the European Symposium on Usable Security (EuroUSEC). Peer-reviewed.
[URN][DOI][serval:BIB_703F3D2D6542]
Digital, Analog, or Hybrid: Comparing Strategies to Support Self-Reflection
Arnéra James, Chan Chun Hei Michael, Cherubini Mauro, 2024/07. dans Designing Interactive Systems Conference. Peer-reviewed.
[URN][DOI][serval:BIB_09AD217613FF]
Our Data, Our Solutions: A Participatory Approach for Enhancing Privacy in Wearable Activity Tracker Third-Party Apps
Zufferey Noé, Salehzadeh Niksirat Kavous, Humbert Mathias, Huguenin Kévin, 2024/07. Proceedings on Privacy Enhancing Technologies (PoPETs), 2024 (4) pp. 734-754. Peer-reviewed.
[URN][DOI][serval:BIB_66EBE0BBFC88]
 
Participatory Design to Address Disclosure-Based Cyberbullying
Aliyu Sadiq, Khan Sushmita, N. Mbodj Amina, Osho Oluwafemi, Li Lingyuan, Knijnenburg Bart, Cherubini Mauro, 2024/07/01. Designing Interactive Systems Conference. Peer-reviewed.
[DOI][serval:BIB_DDE47ADB5D3F]
 
A Pragmatic Trade-Off Between Deployment Cost and Location Accuracy for Indoor Tracking in Real-Life Environments
Diallo Alpha, Konstantinidis Stergios, Garbinato Benoît, 2024/06/25. 2024 International Conference on Localization and GNSS (ICL-GNSS). Peer-reviewed.
[DOI][serval:BIB_7BC221818054]
Rethinking Data Governance - A Viable System Model
Lefebvre Hippolyte, Legner Christine, 2024/06/17. dans Thirty-second European Conference on Information Systems (ECIS 2024). Peer-reviewed.
[URN][serval:BIB_21A0385A64E2]
Improving Consumer-Provider Interaction with Data Products
Hasan Redwan, Legner Christine, 2024/06/13. dans Thirty-second European Conference on Information Systems (ECIS 2024). Peer-reviewed, Association of Information Systems (AIS).
[URN][serval:BIB_31994F5178AF]
Data products, data mesh, and data fabric : New paradigm(s) for data and analytics?
Blohm Ivo, Wortmann Felix, Legner Christine, Köbler Felix, 2024/06/05. Business & Information Systems Engineering, 66 (5) pp. 643 - 652. Peer-reviewed.
[URN][DOI][serval:BIB_537F31CEC9D2]
Know their Customers: An Empirical Study of Online Account Enumeration Attacks
Maceiras Maël, Salehzadeh Niksirat Kavous, Bernard Gaël, Garbinato Benoit, Cherubini Mauro, Humbert Mathias, Huguenin Kévin, 2024/06. ACM Transactions on the Web, 18 (3) pp. 37:1-37:36. Peer-reviewed.
[URN][DOI][serval:BIB_912816455634]
 
Federated Learning for Mobility Applications
Gecer Melike, Garbinato Benoit, 2024/05/31. ACM Computing Surveys, 56 (5) pp. 1-28.
[DOI][WoS][serval:BIB_5A0BCFA62C9B]
Designing a Data-Driven Survey System: Leveraging Participants’ Online Data to Personalize Surveys
Velykoivanenko Lev, Salehzadeh Niksirat Kavous, Teofanovic Stefan, Chapuis Bertil, Mazurek Michelle L, Huguenin Kévin, 2024/05. p. 18 dans ACM conference on Human Factors in Computing Systems (CHI). Peer-reviewed, ACM.
[URN][DOI][serval:BIB_C5D6920BC2B7]
Shorts vs. Regular Videos on YouTube: A Comparative Analysis of User Engagement and Content Creation Trends
Violot Caroline, Elmas Tugrulcan, Bilogrevic Igor, Humbert Mathias, 2024/05. dans Proceedings of the ACM Web Science Conference. Peer-reviewed.
[URN][serval:BIB_FD869BFBFBAF]
Detection of quadratic phase coupling by cross-bicoherence and spectral Granger causality in bifrequencies interactions.
Abe T., Asai Y., Lintas A., Villa AEP, 2024/04/12. Scientific reports, 14 (1) p. 8521. Peer-reviewed.
[URN][DOI][Pmid][serval:BIB_1DFAF0861A62]
Cyber risk and the cross-section of stock returns
Maréchal Loïc, Celeny Daniel, 2024/04. dans 23rd Workshop on the Economics of Information Security. Peer-reviewed.
[URN][serval:BIB_CFC553851A21]
Prioritizing Investments in Cybersecurity: Empirical Evidence from an Event Study on the Determinants of Cyberattack Costs
Celeny Daniel, Maréchal Loïc, Rousselot Evgueni, Mermoud Alain, Humbert Mathias, 2024/04. dans 23rd Workshop on the Economics of Information Security. Peer-reviewed.
[URN][serval:BIB_86F8470FCBDD]
Security and Privacy with Second-Hand Storage Devices: A User-Centric Perspective from Switzerland
Salehzadeh Niksirat Kavous, Korka Diana, Jacquemin Quentin, Vanini Céline, Humbert Mathias, Cherubini Mauro, Métille Sylvain, Huguenin Kévin, 2024/04. Proc. of the Privacy Enhancing Technologies (PoPETs), 2024 (2) pp. 412–433. Peer-reviewed.
[URN][DOI][serval:BIB_B69A6B006D03]
Wearable Activity Trackers: A Survey on Utility, Privacy, and Security
Salehzadeh Niksirat Kavous, Velykoivanenko Lev, Zufferey Noé, Cherubini Mauro, Huguenin Kévin, Humbert Mathias, 2024/04. ACM Computing Surveys, 56 (7) pp. 183:1-183:40. Peer-reviewed.
[URN][DOI][serval:BIB_8F566FED6FC6]
Exploring the Impact of Commercial Wearable Activity Trackers on Body Awareness and Body Representations: A Mixed-Methods Study on Self-tracking
Boldi Arianna, Silacci Alessandro, Boldi Marc-Olivier, Cherubini Mauro, Caon Maurizio, Zufferey Noé, Huguenin Kévin, Rapp Amon, 2024/02. Computers in Human Behavior, 151 p. 21. Peer-reviewed.
[URN][DOI][serval:BIB_187A72B4663D]
PrivaTree: Collaborative Privacy-Preserving Training of Decision Trees on Biomedical Data
El Zein Yamane, Lemay Mathieu, Huguenin Kévin, 2024/02. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 21 (1) p. 13. Peer-reviewed.
[URN][DOI][serval:BIB_7F34A9FD2656]
Toward a Curriculum for Data Literacy in Enterprises
Lefebvre Hippolyte, Legner Christine, 2024/01/04., Proceedings of the 57th Hawaii International Conference on System Sciences dans Proceedings of the 57th Hawaii International Conference on System Sciences. Peer-reviewed, University of Hawaiʻi at Mānoa .
[URN][serval:BIB_642DBAE17884]
 
A Survey of Deep Learning: From Activations to Transformers
Schneider Johannes, Vlachos Michalis, 2024. dans Proceedings of the 16th International Conference on Agents and Artificial Intelligence. Peer-reviewed.
[DOI][serval:BIB_F3A4B9852B59]
 
Conceptualising Scaling Agile as a Wicked Problem
Roschnik Alicia, Missonier Stéphanie, 2024. European Conference of Information Systems (ECIS) Paphos, Cyprus 2024. Peer-reviewed.
[serval:BIB_7125C6120137]
 
Decentralized Collaborative Inertial Tracking
Diallo Alpha, Garbinato Benoît, 2024. pp. 26-45 dans Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Springer Nature Switzerland.
[DOI][serval:BIB_613B3650219A]
 
Deceptive XAI: Typology, Creation and Detection
Schneider Johannes, Meske Christian, Vlachos Michalis, 2024. SN Computer Science, 5 (1). Peer-reviewed.
[DOI][serval:BIB_E8B53BC89E03]
 
Difficulty Estimation and Simplification of French Text Using LLMs
Jamet Henri, Shrestha Yash Raj, Vlachos Michalis, 2024. pp. 395-404 dans Generative Intelligence and Intelligent Tutoring Systems, Springer Nature Switzerland.
[DOI][serval:BIB_19ACDCAC14FC]
 
Emerging Next Generation Technology and the Challenge of Expanding Agility Across the Enterprise: An Engaged Scholarship Approach
Roschnik Alicia, Missonier Stéphanie, Elbanna Amany, 2024. pp. 105-118 dans Transfer, Diffusion and Adoption of Next-Generation Digital Technologies, Springer Nature Switzerland.
[DOI][serval:BIB_96E862A2CCB6]
 
Insurance Outlook for LLM-Induced Risk
Loïc Maréchal, Daniel Celeny, 2024. dans Large Language Models in Cybersecurity, Springer Nature.
[DOI][serval:BIB_12DCF9D6FEF6]
Quantifying Privacy Risks of Prompts in Visual Prompt Learning
Wu Yixin, Wen Rui, Backes Michael, Berrang Pascal, Humbert Mathias, Shen Yun, Zhang Yang, 2024. dans 33rd USENIX Security Symposium (USENIX Security 24). Peer-reviewed.
[URN][serval:BIB_E408EF12DA5D]
 
The Flow of Investments in the LLM Space
Loïc Maréchal, 2024. dans Large Language Models in Cybersecurity, Springer Nature.
[DOI][serval:BIB_80DD638F739B]
 
Using Neural and Graph Neural Recommender systems to Overcome Choice Overload: Evidence from a Music Education Platform
Razgallah Hédi, Vlachos Michalis, Ajalloeian Ahmad, Liu Ninghao, Schneider Johannes, Steinmann Alexis, 2024. ACM Transactions on Information Systems. Peer-reviewed.
[DOI][serval:BIB_7AD01BB3D6D2]
2023
 
TechRank
Anita Mezzetti, Loïc Maréchal, Dimitri Percia David, Thomas Maillart, Alain Mermoud, 2023/12/21. The Journal of Alternative Investments. Peer-reviewed.
[DOI][serval:BIB_A81876B6085D]
Decoding Data Products through the Lens of Work System Theory
Hasan Redwan, Legner Christine, 2023/12/11., International Conference on Information Systems (ICIS) dans International Conference on Information Systems (ICIS). Peer-reviewed.
[URN][serval:BIB_CE5D8E157497]
 
Sparse Attacks for Manipulating Explanations in Deep Neural Network Models
Ajalloeian Ahmad, Moosavi-Dezfooli Seyed Mohsen, Vlachos Michalis, Frossard Pascal, 2023/12/01. dans 2023 IEEE International Conference on Data Mining (ICDM).
[DOI][WoS][serval:BIB_F094666F8293]
 
5 Pillars for Democratizing Data at Your Organization
Lefebvre Hippolyte, Legner Christine, Teracino Elizabeth, 2023/11/24..
[serval:BIB_0E82FA29F531]
 
Explaining classifiers by constructing familiar concepts
Schneider Johannes, Vlachos Michalis, 2023/11. Machine Learning, 112 (11) pp. 4167-4200. Peer-reviewed.
[DOI][WoS][serval:BIB_B0149200E7B1]
 
Rewiring or adding links: A real-world case study of network vulnerability
Tomassini Marco, 2023/11. Physica A: Statistical Mechanics and its Applications, 630 p. 129241. Peer-reviewed.
[DOI][serval:BIB_2F9AEEFF63F8]
 
Vertrauenswürdige Geschäftspartnerdaten durch Data Sharing
Legner Christine, Hüner Kai, Schlosser Simon, Gizanis Dimitrios, 2023/10/28. ERP Information, 2023 (4) pp. 24-29.
[DOI][serval:BIB_80CA7FB414C9]
Supporting Co-Regulation and Motivation in Learning Programming in Online Classrooms
Lahari Goswami, Alexandre Senges, Thibault Estier, Mauro Cherubini, 2023/10/14. Proceedings of the ACM on Human-Computer Interaction (PACMHCI) / ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), 7 (CSCW2) pp. 298:1-298:29. Peer-reviewed.
[URN][DOI][serval:BIB_C44E5EF3AF86]
Mobixim: A Framework for Devising Collaborative Algorithms
Diallo Alpha, Garbinato Benoît, 2023/10/01. WiP Proceedings of the Thirteenth International Conference on Indoor Positioning and Indoor Navigation - Work-in-Progress Papers (IPIN-WiP 2023) co-located with 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023). Peer-reviewed.
[URN][serval:BIB_ECE950E2EAF9]
 
How to Adapt Your Strategy When Crisis Hits
Wade Michael, Joshi Amit, Teracino Elizabeth A., 2023/08/29. dans HBR Guide to Executing Your Strategy, Harvard Business Review.
[serval:BIB_9D26F5117692]
Watch your Watch: Inferring Personality Traits from Wearable Activity Trackers
Zufferey Noé, Humbert Mathias, Tavenard Romain, Huguenin Kévin, 2023/08. p. 18 dans Proceedings of the USENIX Security Symposium (USENIX Security). Peer-reviewed, USENIX.
[URN][serval:BIB_4312C7E1B88F]
La cybersécurité: entre autonomie et soutien étatique
Knieps Mélanie, Meyer Pauline, Métille Sylvain, Christen Markus, 2023/07/10. Plaidoyer. Peer-reviewed.
[URN][serval:BIB_151CEE19E42B]
Supporting Collaboration in Introductory Programming Classes Taught in Hybrid Mode: A Participatory Design Study
Goswami Lahari, Zeinoddin Pegah Sadat, Estier Thibault, Cherubini Mauro, 2023/07/10., Designing Interactive Systems Conference dans Designing Interactive Systems Conference (DIS ’23). Peer-reviewed, ACM.
[URN][DOI][serval:BIB_B074C4F69261]
On the Role and Form of Personal Information Disclosure in Cyberbullying Incidents
Aliyu Sadiq, Salehzadeh Niksirat Kavous, Huguenin Kévin, Cherubini Mauro, 2023/07. Proceedings on Privacy Enhancing Technologies, 2023 (4) pp. 468–483. Peer-reviewed.
[URN][DOI][serval:BIB_9686FB9915EB]
A Method to Screen, Assess, and Prepare Open Data for Use
Krasikov Pavel, Legner Christine, 2023/06/20. Journal of Data and Information Quality. Peer-reviewed.
[URN][DOI][serval:BIB_FD7F41D25927]
 
Forecasting labor needs for digitalization: A bi-partite graph machine learning approach
Dimitri Percia David, Santiago Anton Moreno, Loïc Maréchal, Thomas Maillart, Alain Mermoud, 2023/06. World Patent Information. Peer-reviewed.
[DOI][serval:BIB_B7E4E824F88A]
Understanding Data Products: Motivations, Definition, and Categories
Hasan M Redwan, Legner Christine, 2023/06/01. dans Thirty-first European Conference on Information Systems (ECIS 2023). Peer-reviewed.
[URN][serval:BIB_4939E617756F]
Data Product Canvas: A visual inquiry tool supporting data product design
Hasan M Redwan, Legner Christine, 2023/05/31. dans Proceedings of the 8th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2023) . Peer-reviewed.
[URN][serval:BIB_892D3EA4AC31]
 
Capturing Trends Using OpenAlex and Wikipedia Page Views as Science Indicators: The Case of Data Protection and Encryption Technologies
Ismail Sarah, Mermoud Alain, Marechal Loic, Orso Samuel, Percia David Dimitri, 2023/05/19. dans 27th International Conference on Science, Technology and Innovation Indicators (STI 2023).
[DOI][serval:BIB_8EAADE7DB856]
 
Interpretable Embedding and Visualization of Compressed Data
Freris Nikolaos M., Ajalloeian Ahmad, Vlachos Michalis, 2023/05/18. ACM Transactions on Knowledge Discovery from Data. Peer-reviewed.
[DOI][serval:BIB_22BB02EEF65E]
 
A tale of two premiums revisited
Loïc Maréchal, 2023/05. Journal of Futures Markets. Peer-reviewed.
[DOI][serval:BIB_85201CC3CFCC]
 
Healthcare hackathons as open innovation
Park Chan Hyung, von Krogh Georg, Stadtfeld Christoph, Meboldt Mirko, Shrestha Yash Raj, 2023/04/26. Nature Reviews Bioengineering. Peer-reviewed.
[serval:BIB_47D22EACDDB7]
Changes in Research Ethics, Openness, and Transparency in Empirical Studies between CHI 2017 and CHI 2022
Salehzadeh Niksirat Kavous, Goswami Lahari, S. B. Rao Pooja, Tyler James, Silacci Alessandro, Aliyu Sadiq, Aebli Annika, Wacharamanotham Chat, Cherubini Mauro, 2023/04/23., CHI Conference on Human Factors in Computing Systems dans In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI'23). Peer-reviewed, ACM.
[URN][DOI][serval:BIB_364ED171A347]
Revisiting the Design Agenda for Privacy Notices and Security Warnings
Korka Diana, Salehzadeh Niksirat Kavous, Cherubini Mauro, 2023/04/18., Department of Information Systems.
[URN][DOI][serval:BIB_E3610745F628]
An Empirical Study of the Usage of Checksums for Web Downloads
Bernard Gaël, Coudert Rémi, Chapuis Bertil, Huguenin Kévin, 2023/04. pp. 2155-‌2165 dans Proceedings of the WebConference (WWW). Peer-reviewed.
[URN][DOI][serval:BIB_DB6F0918594E]
On the Potential of Mediation Chatbots for Mitigating Multiparty Privacy Conflicts - A Wizard-of-Oz Study
Salehzadeh Niksirat Kavous, Korka Diana, Harkous Hamza, Huguenin Kévin, Cherubini Mauro, 2023/04. Proceedings of the ACM on Human-Computer Interaction (PACMHCI) / ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), 7 (CSCW1) pp. 142:1-142:33. Peer-reviewed.
[URN][DOI][serval:BIB_994A9DD7F3CF]
Measuring security development in information technologies: A scientometric framework using arXiv e-prints
Dimitri Percia David, Loïc Maréchal, William Lacube, Sébastien Gillard, Michael Tsesmelis, Thomas Maillart, Alain Mermoud, 2023/03. Technological Forecasting and Social Change. Peer-reviewed.
[URN][DOI][serval:BIB_376984076779]
 
Reflective-net: learning from explanations
Schneider Johannes, Vlachos Michalis, 2023/02/14. Data Mining and Knowledge Discovery. Peer-reviewed.
[DOI][WoS][serval:BIB_F25286795667]
Building data management capabilities to address data protection regulations: Learnings from EU-GDPR
Labadie Clément, Legner Christine, 2023/01/19. Journal of Information Technology p. 026839622211414. Peer-reviewed.
[URN][DOI][serval:BIB_A27398957AF2]
Grounding Mental Representations in a Virtual Multi-Level Functional Framework
Bonzon Pierre, 2023/01/12. Journal of Cognition, 6 (1). Peer-reviewed.
[URN][DOI][serval:BIB_82E787FAB776]
 
A Novel Algorithm for Informed Investment in Cybersecurity Companies and Technologies
Anita Mezzetti, Loïc Maréchal, Dimitri Percia David, William Blonay, Sébastien Gillard, Michael Tsesmelis, Thomas Maillart, Alain Mermoud, 2023. dans Cyberdefense - The Next Generation, Springer.
[DOI][serval:BIB_2F4309E8D3EB]
 
Co-designing a Visual Inquiry Tool
Roschnik Alicia, Missonier Stéphanie, 2023. pp. 430-444 dans Lecture Notes in Computer Science, Springer Nature Switzerland.
[DOI][serval:BIB_80DE2E3DC5D4]
Data Poisoning Attacks Against Multimodal Encoders
Yang Ziqing, He Xinlei, Li Zheng, Backes Michael, Humbert Mathias, Berrang Pascal, Zhang Yang, 2023. pp. 39299-39313 dans International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Peer-reviewed, PMLR.
[URN][serval:BIB_695B8E252CA8]
 
Experimental IR Meets Multilinguality, Multimodality, and Interaction : 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18–21, 2023, Proceedings
Arampatzis Avi, Kanoulas Evangelos, Tsikrika Theodora, Vrochidis Stefanos, Giachanou Anastasia, Li Dan, Aliannejadi Mohammad, Vlachos Michalis, Faggioli Guglielmo, Ferro Nicola (eds.), 2023., Springer Nature Switzerland.
[DOI][serval:BIB_96D6C4929122]
 
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense
Andrei Kucharavy, Zachary Schillaci, Loïc Maréchal, Maxime Würsch, Ljiljana Dolamic, Remi Sabonnadiere, Dimitri Percia David, Alain Mermoud, Vincent Lenders, 2023., University of Lausanne.
[DOI][serval:BIB_6E5598967C0D]
 
Identification of Future Cyberdefense Technology by Text Mining
Dimitri Percia David, William Blonay, Sébastien Gillard, Thomas Maillart, Alain Mermoud, Loïc Maréchal, Michael Tsesmelis, 2023. dans Cyberdefense - The Next Generation, Springer.
[DOI][serval:BIB_66501E6A92D6]
Introducing a Data Perspective to Sustainability: How Companies Develop Data Sourcing Practices for Sustainability Initiatives
Krasikov Pavel, Legner Christine, 2023. Communications of the Association for Information Systems, 53 pp. 162-188. Peer-reviewed.
[URN][DOI][serval:BIB_6DC2EE0BEBCE]
 
The New Risk and Return of Venture Capital
Loïc Maréchal, François Burguet, Alain Mermoud, 2023. Journal of Portfolio Management. Peer-reviewed.
[DOI][serval:BIB_27E98EF67FE8]
 
The Valuation Effects of Index Investment in Commodity Futures
Michel Dubois, Loïc Maréchal, 2023., University of Lausanne.
[DOI][serval:BIB_7160E692B8AF]
 
Toward Cross-Company Value Generation from Data: Design Principles for Developing and Operating Data Sharing Communities
Lefebvre Hippolyte, Flourac Gabin, Krasikov Pavel, Legner Christine, 2023., International Conference on Design Science Research in Information Systems and Technology pp. 33-49 dans Lecture Notes in Computer Science, Lecture Notes in Computer Science. Peer-reviewed, Springer Nature Switzerland.
[DOI][serval:BIB_FA4976B2B2E6]
“Revoked just now!” Users’ Behaviors Toward Fitness-Data Sharing with Third-Party Applications
Zufferey Noé, Salehzadeh Niksirat Kavous, Humbert Mathias, Huguenin Kévin, 2023/01. Proceedings on Privacy Enhancing Technologies, 2023 (1) pp. 47-67. Peer-reviewed.
[URN][DOI][serval:BIB_1C9A39968549]
2022
Graph Unlearning
Chen Min, Zhang Zhikun, Wang Tianhao, Backes Michael, Humbert Mathias, Zhang Yang, 2022/11/07. Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security. Peer-reviewed.
[URN][DOI][serval:BIB_F0D8191B0A1D]
 
A Case Study in Educational Recommenders: Recommending Music Partitures at Tomplay
Ajalloeian Ahmad, Vlachos Michalis, Schneider Johannes, Steinmann Alexis, 2022/10/17. dans Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Peer-reviewed, ACM.
[DOI][serval:BIB_6D305187AE6A]
 
On Smoothed Explanations : Quality and Robustness
Ajalloeian Ahmad, Moosavi-Dezfooli Seyed-Mohsen, Vlachos Michalis, Frossard Pascal, 2022/10/17. Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Peer-reviewed.
[DOI][serval:BIB_5685F2C1690A]
Contemporary self-reflective practices: A large-scale survey.
Tyler J., Boldi M.O., Cherubini M., 2022/10. Acta psychologica, 230 p. 103768. Peer-reviewed.
[URN][DOI][WoS][Pmid][serval:BIB_D42BD25315FF]
Self-regulation and Autonomy in the Job Search: Key Factors to Support Job Search Among Swiss Job Seekers
Dillahunt Tawanna R, Siqueira Rodrigues Lucas, Chiao-Yin Hsiao Joey, Cherubini Mauro, 2022/09. Interacting with Computers. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_1B6DF0093D03]
 
Integrating Multimodal Data and Machine Learning for Entrepreneurship Research
Shrestha Yash Raj, He Fang, 2022/08. Academy of Management Proceedings, 2022 (1). Peer-reviewed.
[DOI][serval:BIB_9509D397C027]
 
Bringing artificial intelligence to business management
Feuerriegel Stefan, Shrestha Yash Raj, von Krogh Georg, Zhang Ce, 2022/07. Nature Machine Intelligence, 4 (7) pp. 611-613. Peer-reviewed.
[DOI][WoS][serval:BIB_3F2FAA3F7EC1]
An Artificial Neural Network for Simulation of an Upflow Anaerobic Filter Wastewater Treatment Process
McCormick Mark, 2022/06/29. Sustainability, 14 (13) p. 7959. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_A3216236F0E7]
 
Towards Dynamic Exploration and Exploitation - Reviewing Ambidexterity in the Digital Era
ECIS .Research Papers (eds.), 2022/06/22..
[serval:BIB_2268AEF3F9F6]
A Case Study of Enterprise-wide Digital Innovation: Involving Non-IT Employees
AIS Electronic Library (eds.), 2022/06/18., Thirtieth European Conference on Information Systems (ECIS 2022).
[URN][serval:BIB_27A17B911E34]
 
A Framework Proposal to Evaluate Conceptual Models Framing Wicked Managerial Concepts
European Conference on Information Systems Research papers (eds.), 2022/06/18..
[serval:BIB_6AB289089A11]
Investigating Graph Embedding Methods for Cross-Platform Binary Code Similarity Detection
Cochard Victor, Pfammatter Damian, Duong Chi Thang, Humbert Mathias, 2022/06/08. dans Proceedings of the IEEE European Symposium on Security and Privacy (EuroS&P). Peer-reviewed.
[URN][serval:BIB_36DEE8E777F9]
KGP Meter: Communicating Kin Genomic Privacy to the Masses
Humbert Mathias, Dupertuis Didier, Cherubini Mauro, Huguenin Kévin, 2022/06. dans Proceedings of the IEEE European Symposium on Security and Privacy (EuroS&P). Peer-reviewed, IEEE.
[URN][DOI][serval:BIB_0D43E1BE4D8F]
A Local Optima Network View of Real Function Fitness Landscapes
Tomassini Marco, 2022/05/16. Entropy, 24 (5) p. 703.
[URN][DOI][serval:BIB_87404912F2D3]
Electrophysiological Markers of Fairness and Selfishness Revealed by a Combination of Dictator and Ultimatum Games
Miraghaie Ali M., Pouretemad Hamidreza, Villa Alessandro E. P., Mazaheri Mohammad A., Khosrowabadi Reza, Lintas Alessandra, 2022/05/09. Frontiers in Systems Neuroscience, 16.
[URN][DOI][WoS][Pmid][serval:BIB_56145AE66781]
 
On the strategic value of equifinal choice
Arrieta Jose P., Shrestha Yash R., 2022/02/24. Journal of Organization Design.
[DOI][WoS][serval:BIB_509E44BF9BBF]
 
Deploying machine learning based data quality controls – Design principles and insights from the field
Walter Valérianne, Gyoery Andreas, Legner Christine, 2022/02/21., 17th International Conference Wirtschaftsinformatik (WI 2022) dans Proceedings of the International Conference Wirtschaftsinformatik 2022 (WI2022). Peer-reviewed, AIS Electronic Library (AISeL)..
[serval:BIB_46B575AAA402]
Learning From the Past to Improve the Future : Value-Added Services as a Driver for Mass Adoption of Contact Tracing Apps
Naous Dana, Bonner Manus, Humbert Mathias, Legner Christine, 2022/02/14. Business and Information Systems Engineering. Peer-reviewed.
[URN][DOI][serval:BIB_2D7C646ED110]
 
Deceptive AI Explanations: Creation and Detection
Schneider Johannes, Meske Christian, Vlachos Michalis, 2022. dans Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. Peer-reviewed.
[DOI][serval:BIB_97F18AF1E501]
Leaky Forms: A Study of Email and Password Exfiltration Before Form Submission
Senol Asuman, Acar Gunes, Humbert Mathias, Borgesius Frederik Zuiderveen, 2022. pp. 1813-1830 dans 31st USENIX Security Symposium (USENIX Security 22). Peer-reviewed.
[URN][serval:BIB_C640E9308C62]
2021
Are Those Steps Worth Your Privacy? Fitness-Tracker Users' Perceptions of Privacy and Utility
Velykoivanenko Lev, Salehzadeh Niksirat Kavous, Zufferey Noé, Humbert Mathias, Huguenin Kévin, Cherubini Mauro, 2021/12. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)} / ACM Conference on Ubiquitous Computing (UbiComp), 5 (4) pp. 181:1-181:41. Peer-reviewed.
[URN][DOI][serval:BIB_117985B0DD0D]
Do economic variables forecast commodity futures volatility?
Loïc Maréchal, 2021/11. Journal of Futures Markets. Peer-reviewed.
[URN][DOI][serval:BIB_49F54E72145B]
Informed Choices, Progress Monitoring and Comparison with Peers: Features to Support the Autonomy, Competence and Relatedness Needs, as Suggested by the Self-Determination Theory
Villalobos-Zúñiga Gabriela, Rodríguez Iyubanit, Fedosov Anton, Cherubini Mauro, 2021/09/27. dans Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction.
[URN][DOI][serval:BIB_FC1B7F6E6EFB]
 
The Mechanics of Enterprise Architecture Principles
Haki Kazem, Legner Christine, 2021/09/04. Journal of the Association of Information Systems, 22 (5) pp. 1334-1375. Peer-reviewed.
[URN][DOI][serval:BIB_E7AEDEAF14D3]
Data ownership revisited: clarifying data accountabilities in times of big data and analytics
Fadler Martin, Legner Christine, 2021/08/04. Journal of Business Analytics pp. 1-17. Peer-reviewed.
[URN][DOI][serval:BIB_907C9C12F3A7]
 
Black Lives Matter! Organizational Resilience in the Face of Social Movements
Tinguely Patrick, Shrestha Yash Raj, von Krogh Georg, 2021/08. Academy of Management Proceedings, 2021 (1) p. 16439. Peer-reviewed.
[DOI][serval:BIB_BC2AE066E36F]
 
Sustainable partner selection for collaborative networked organisations with risk consideration in the context of COVID-19
Badulescu Yvonne, Hameri Ari-Pekka, Cheikhrouhou Naoufel, 2021/07/08. Journal of Global Operations and Strategic Sourcing, ahead-of-print (ahead-of-print).
[DOI][serval:BIB_00E5E47984FA]
Elucidating Skills for Job Seekers: Insights and Critical Concerns from a Field Deployment in Switzerland
Cherubini Mauro, Lu Alex Jiahong, Hsiao Joey Chiao-Yin, Zhao Muhan, Aggarwal Anandita, Dillahunt Tawanna R, 2021/06/28. Designing Interactive Systems Conference 2021. Peer-reviewed.
[URN][DOI][serval:BIB_80B6FFFDB43C]
Designing for Gender-Role Differences Through the Lens of Self-Determination Theory
Villalobos-Zúñiga Gabriela, 2021/06/21. Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization.
[URN][DOI][serval:BIB_4FF1537B517A]
From a traditional to an agile culture: building a crossable bridge
Roschnik Alicia, Missonier Stephanie, 2021/06/14., Association Information & Management dans Association Information & Management. Peer-reviewed.
[URN][serval:BIB_375DB0D44D4F]
Innovating with employees: an exploratory study of idea development on low-code development platforms
Krejci Désirée, Iho Satu, Missonier Stéphanie, 2021/06/14., Proceeding to the 29th European Conference on Information Systems. dans ECIS 2021 Research Papers. 118. (p.1627). Peer-reviewed.
[URN][serval:BIB_FA487723156A]
Supporting Knowledge Integration with Low-Code Development Platforms
Iho Satu, Krejci Désirée, MIssonier Stephanie, 2021/06/14. dans Twenty-Ninth European Conference on Information Systems (ECIS 2021). Peer-reviewed.
[URN][serval:BIB_3AB938A18BA5]
“I thought you were okay”: Participatory Design with Young Adults to Fight Multiparty Privacy Conflicts in Online Social Networks
Salehzadeh Niksirat Kavous, Anthoine-Milhomme Evanne, Randin Samuel, Huguenin Kévin, Cherubini Mauro, 2021/06. dans Proceedings of the Designing Interactive Systems Conference (DIS). Peer-reviewed, ACM.
[URN][DOI][serval:BIB_32B51818A8DB]
 
Algorithm Supported Induction for Building Theory: How Can We Use Prediction Models to Theorize?
Shrestha Yash Raj, He Vivianna Fang, Puranam Phanish, von Krogh Georg, 2021/05. Organization Science, 32 (3) pp. 856-880. Peer-reviewed.
[DOI][WoS][serval:BIB_E8741C348024]
 
Understanding a merger process through the prism of complex thinking: A promising perspective
Missonier Audrey, Missonier Stephanie, Lasch Frank, Thelisson Anne-Sophie, 2021/05/01. Revue Française de Gestion (RFG), 47 (297) pp. 99-121. Peer-reviewed.
[serval:BIB_13B702D67BCA]
When Forcing Collaboration is the Most Sensible Choice: Desirability of Precautionary and Dissuasive Mechanisms to Manage Multiparty Privacy Conflicts
Cherubini Mauro, Salehzadeh Niksirat Kavous, Boldi Marc-Olivier, Keopraseuth Henri, Such Jose M., Huguenin Kévin, 2021/04. Proceedings of the ACM on Human-Computer Interaction (PACMHCI) / ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), 5 (CSCW1) pp. 53:1-53:36. Peer-reviewed.
[URN][DOI][serval:BIB_31AE7BA5C6D9]
SwissCovid, un dispositif médical ?
Cellier Léonore, Ghernaouti Solange, 2021/03/22. Jusletter pp. 1-30.
[URN][DOI][serval:BIB_31A779CBC475]
 
Evaluating demand forecasting models using multi-criteria decision-making approach
Badulescu Yvonne, Hameri Ari-Pekka, Cheikhrouhou Naoufel, 2021/02/15. Journal of Advances in Management Research, ahead-of-print (ahead-of-print).
[DOI][WoS][serval:BIB_44D746838CB4]
 
Augmenting organizational decision-making with deep learning algorithms: Principles, promises, and challenges
Shrestha Yash Raj, Krishna Vaibhav, von Krogh Georg, 2021/02. Journal of Business Research, 123 pp. 588-603. Peer-reviewed.
[DOI][WoS][serval:BIB_C5B8B6219DC4]
Interdependent Privacy
Humbert Mathias, Huguenin Kévin, 2021/02. p. 5 dans Jajodia Sushil, Samarati Pierangela, Yung Moti (eds.) Encyclopedia of Cryptography, Security and Privacy, Springer.
[URN][DOI][serval:BIB_891DBE98EFC1]
 
A preference-based approach to incorporate the "voice of the customer" in mass-market software product design
Naous Dana, Legner Christine, 2021/01/12. ACM SIGAPP Applied Computing Review, 20 (4) pp. 35-49. Peer-reviewed.
[DOI][serval:BIB_343F8253B559]
Conceptualizing Knowledge in Digital Innovation Labs
Iho Satu, Missonier Stéphanie, 2021/01/05. dans Proceedings of the 54th Hawaii International Conference on System Sciences. Peer-reviewed.
[URN][DOI][serval:BIB_D4CD376AE32F]
Idea Management in a Digital World: An Adapted Framework
Krejci Désirée, Missonier Stéphanie, 2021/01/05. dans Proceedings of the 54th Hawaii International Conference on System Sciences | 2021. Peer-reviewed.
[URN][DOI][serval:BIB_C1D3A5AE5BB5]
Toward big data and analytics governance: redefining structural governance mechanisms
Fadler Martin, Legner Christine, 2021/01/05. dans 54th Hawaii International Conference on System Sciences 2021. Peer-reviewed, University of Hawai'i at Manoa.
[URN][serval:BIB_28031AFE9A70]
 
A resource-based perspective of value generation through enterprise architecture management
Ahlemann Frederik, Legner Christine, Lux Johannes, 2021/01. Information & Management, 58 (1) pp. 1-17. Peer-reviewed.
[DOI][serval:BIB_E38232F13B61]
 
Data democratization: toward a deeper understanding
Lefebvre Hippolyte, Legner Christine, Fadler Martin, 2021. dans International Conference on Information Systems (ICIS 2021).
[serval:BIB_94DC3D9CBB47]
Explaining Neural Networks by Decoding Layer Activations
Schneider Johannes, Vlachos Michalis, 2021. pp. 63-75 dans Advances in Intelligent Data Analysis XIX. Peer-reviewed, Springer International Publishing.
[URN][DOI][serval:BIB_080CC633F32F]
Leveraging Market Research Techniques in IS: A Review and Framework of Conjoint Analysis Studies in the IS Discipline
Naous Dana, Legner Christine, 2021. Communications of the Association for Information Systems, 49 (1) pp. 126-155. Peer-reviewed.
[URN][DOI][serval:BIB_79DC10800A49]
 
Open Data in the Enterprise Context: Assessing Open Corporate Data's Readiness for Use
Krasikov Pavel, Obrecht Timo, Legner Christine, Eurich Markus, 2021. pp. 80-100 dans Communications in Computer and Information Science, Springer International Publishing.
[DOI][serval:BIB_2008C709B37B]
 
Sourcing the Right Open Data: A Design Science Research Approach for the Enterprise Context
Krasikov Pavel, Legner Christine, Eurich Markus, 2021. pp. 313-327 dans The Next Wave of Sociotechnical Design, Springer International Publishing.
[DOI][serval:BIB_C4D99C4AEA7D]
 
Symbolic Neural Dynamics Allow for Modeling Retrograde Amnesia as Well as False Memories
Bonzon Pierre, 2021. pp. 41-54 dans Advances in Cognitive Neurodynamics (VII), Springer Singapore.
[DOI][serval:BIB_DC6946522D54]
The Resistance Threshold to the Amalgamation of Jurisdictions: MP’s Attitudes About Budget Control and Social Identification in the Swiss Cantons
Soguel Nils, Jaquerod Manon, 2021. dans The Future of Local Self-Government, Palgrave Studies in Sub-National Governance.
[URN][serval:BIB_BECFE91AEB9B]
 
Towards Automatic Bias Detection in Knowledge Graphs
Keidar Daphna, Zhong Mian, Zhang Ce, Shrestha Yash Raj, Paudel Bibek, 2021. Findings of the Association for Computational Linguistics: EMNLP 2021. Peer-reviewed.
[DOI][serval:BIB_56DB02D0FF40]
When Machine Unlearning Jeopardizes Privacy
Chen Min, Zhang Zhikun, Wang Tianhao, Backes Michael, Humbert Mathias, Zhang Yang, 2021. pp. 896-911 dans CCS ’21: 2021 ACM SIGSAC Conference on Computer and Communications Security. Peer-reviewed, ACM.
[URN][DOI][serval:BIB_E901AD8FB769]
2020
 
Towards an AI-Based Tailored Training Planning for Road Cyclists: A Case Study
Silacci Alessandro, Taiar Redha, Caon Maurizio, 2020/12/30. Applied Sciences, 11 (1) p. 313. Peer-reviewed.
[DOI][WoS][serval:BIB_2C03A17BCAEF]
Building Business Intelligence & Analytics Capabilities - A Work System Perspective
Fadler Martin, Legner Christine, 2020/12/13. dans International Conference on Information Systems (ICIS 2020). Peer-reviewed.
[URN][serval:BIB_BA9B2A0A5B47]
Personal Data Protection Inside and Out Integrating - Data Protection Requirements in the Data Lifecycle
Labadie Clément, Legner Christine, 2020/11/26. Enterprise Modelling and Information Systems Architectures (EMISAJ), 15 (9) pp. 1-20. Peer-reviewed.
[URN][DOI][serval:BIB_3508D2372192]
 
[Patent] Load-balancing training of recommender system for heterogeneous systems
Atasu Kubilay, Duenner Celestine, Mittelholzer Thomas, Parnell Thomas, Pozidis Charalambos, Vlachos Michalis, 2020/11/17..
[serval:BIB_83BF959D6F98]
 
General Comment on children’s rights in relation to the digital environment
Cellier Léonore, Ghernaouti Solange, 2020/11/10., Haut-Commissariat des Nations Unies aux droits de l'homme.
[serval:BIB_856186DCC72A]
An Interpretable Data Embedding Under Uncertain Distance Information
Freris Nikolaos M., Vlachos Michalis, Ajalloeian Ahmad, 2020/11. dans 2020 IEEE International Conference on Data Mining (ICDM). Peer-reviewed.
[URN][DOI][serval:BIB_8779613E5E2B]
Attention Networks in ADHD Adults after Working Memory Training with a Dual n-Back Task
Dotare Masashi, Bader Michel, Mesrobian Sarah K., Asai Yoshiyuki, Villa Alessandro E. P., Lintas Alessandra, 2020/10/08. Brain Sciences, 10 (10) p. 715.
[URN][DOI][WoS][Pmid][serval:BIB_BD88720A1BD6]
BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models
Salem Ahmed, Sautter Yannick, Backes Michael, Humbert Mathias, Zhang Yang, 2020/10/08., Université de Lausanne, HEC Lausanne.
[URN][serval:BIB_72B9CC50208C]
 
Resolving governance disputes in communities: A study of software license decisions
He Vivianna Fang, Puranam Phanish, Shrestha Yash Raj, Krogh Georg, 2020/10. Strategic Management Journal, 41 (10) pp. 1837-1868. Peer-reviewed.
[DOI][WoS][serval:BIB_21E3C19F6C1D]
A Study on the Use of Checksums for Integrity Verification of Web Downloads
Meylan Alexandre, Cherubini Mauro, Chapuis Bertil, Humbert Mathias, Bilogrevic Igor, Huguenin Kévin, 2020/09. ACM Transactions on Privacy and Security, 4 (1) pp. 4:1-4:36. Peer-reviewed.
[URN][DOI][serval:BIB_970B9AA5408B]
 
Business model tools at the boundary: exploring communities of practice and knowledge boundaries in business model innovation
Schwarz Johannes S., Legner Christine, 2020/09. Electronic Markets, 30 (3) pp. 421-445. Peer-reviewed.
[DOI][WoS][serval:BIB_DE0D122284C2]
 
The Changing Nature of Data: Sociality, Relationality, and Implications for Organizing
Faraj Samer, Kellogg Katherine C., Barrett Michael, Alaimo Cristina, Ben-Menahem Shiko M., Kallinikos Jannis, Karunakaran Arvind, Leone Paolo Vincenzo, Shrestha Yash Raj, von Krogh Georg, 2020/08. Academy of Management Proceedings, 2020 (1) p. 18239. Peer-reviewed.
[DOI][serval:BIB_8F2DBF0926F4]
 
FIDE: Fast and Interpretable 2D Embedding with correlation, distance, and rank considerations
Freris Nikolaos M., Yang Chuhan, Vlachos Michalis, 2020/07. dans 2020 6th International Conference on Big Data Computing and Communications (BIGCOM). Peer-reviewed.
[URN][DOI][serval:BIB_1C193E3CABB6]
Integrating Structural IT Ambidexterity: A Multiple Case Study in
Iho Satu, Missonier Stephanie, 2020/06/17., ECIS 2020 dans European Conference on Information Systems. Peer-reviewed.
[URN][serval:BIB_7A14A493911A]
Who Owns Data In The Enterprise? Rethinking Data Ownership in Time of Big Data and Analytics
Fadler Martin, Legner Christine, 2020/06/15. dans Twenty-Eigth European Conference on Information Systems (ECIS2020). Peer-reviewed.
[URN][serval:BIB_E6BE23FE6102]
Idea management in the age of digital innovation: An exploratory case study
Krejci Désirée, Missonier Stephanie, 2020/06/10. dans Association Information Management . Peer-reviewed, AIM.
[URN][serval:BIB_F41D091D16E9]
Inattentive, imprudent and inapt: discovering inadequacies of ICT during life-changing events through the lens of non-users
Cherubini Mauro, Reut Luca, Tyler James, Ortlieb Martin, 2020/06/03. Behaviour & Information Technology pp. 1-28. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_641A6EB291F7]
 
The Role of IS in the Conflicting Interests Regarding GDPR
Jakobi Timo, von Grafenstein Maximilian, Legner Christine, Labadie Clément, Mertens Peter, Öksüz Ayten, Stevens Gunnar, 2020/06. Business & Information Systems Engineering, 62 (3) pp. 261-272.
[DOI][WoS][serval:BIB_E4D134DE5EF6]
A Design Theory for Visual Inquiry Tools
Avdiji H., Elikan D., Missonier S., Pigneur Y., 2020/05/23. Journal of Association in Information Systems, 21 (3) pp. 695-734.
[URN][DOI][serval:BIB_71C003739860]
Accumulating Design Knowledge with Reference Models: Insights from 12 Years' Research into Data Management
Legner Christine, Pentek Tobias, Otto Boris, 2020/05/01. Journal of the Association for Information Systems, 21 (3) pp. 735-770. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_EF58D26AE3FD]
How to share and utilise expertise in a police forensic department through externalisation and mutualisation
Erne Emmanuelle, Cherubini Mauro, Delémont Olivier, 2020/05. Science & Justice, 60 (3) pp. 225-233. Peer-reviewed.
[URN][DOI][serval:BIB_77FEBE603905]
 
Personalization of Deep Learning
Schneider Johannes, Vlachos Michalis, 2020/04/04. dans Data Science – Analytics and Applications. Peer-reviewed.
[DOI][serval:BIB_8A5DF4951268]
An Empirical Study of the Use of Integrity Verification Mechanisms for Web Subresources
Chapuis Bertil, Omolola Olamide, Cherubini Mauro, Humbert Mathias, Huguenin Kévin, 2020/04. pp. 34-45 dans Proceedings of the Web Conference (WWW). Peer-reviewed, ACM.
[URN][DOI][serval:BIB_641044F40080]
Apps That Motivate: a Taxonomy of App Features Based on Self-Determination Theory
Villalobos-Zúñiga Gabriela, Cherubini Mauro, 2020/04. International Journal of Human-Computer Studies, 140 (August 2020) p. 102449. Peer-reviewed.
[URN][DOI][serval:BIB_5935501F2DA0]
Konsortialforschung zur Entwicklung von Referenzmodellen für die Digitalisierung von Unternehmen – Erfahrungen aus dem Datenmanagement
Pentek Tobias, Legner Christine, 2020/04. HMD Praxis der Wirtschaftsinformatik, 57 (2) pp. 296-309. Peer-reviewed.
[URN][DOI][serval:BIB_5132C6BB9C29]
 
Incorporating the voice of the customer into mass-market software product management
Naous Dana, Giessmann Andrea, Legner Christine, 2020/03/30., 35th Annual ACM Symposium on Applied Computing (SAC) pp. 1397–1404 dans Proceedings of the 35th Annual ACM Symposium on Applied Computing (SAC). Peer-reviewed, ACM Digital Library.
[DOI][serval:BIB_D9D15CC4056A]
The Unexpected Downside of Paying or Sending Messages to People to Make Them Walk : Comparing Tangible Rewards and Motivational Messages to Improve Physical Activity
Cherubini Mauro, Villalobos-Zuñiga Gabriela, Boldi Marc-Olivier, Bonazzi Riccardo, 2020/03/20. ACM Transactions on Computer-Human Interaction, 27 (2) pp. 1-44. Peer-reviewed.
[URN][DOI][serval:BIB_823BEF1ABD33]
 
Public Goods Games on Coevolving Social Network Models
Tomassini Marco, Antonioni Alberto, 2020/03/11. Frontiers in Physics, 8. Peer-reviewed.
[DOI][serval:BIB_31CC83639EEF]
Early Attentional Modulation by Working Memory Training in Young Adult ADHD Patients during a Risky Decision-Making Task.
Jaquerod M.E., Mesrobian S.K., Villa AEP, Bader M., Lintas A., 2020/01/09. Brain sciences, 10 (1). Peer-reviewed.
[URN][DOI][WoS][Pmid][serval:BIB_04779A89E6A9]
[Patent] Method and device for data mining on compressed data vectors
Nikolaos Freris, Fusco Francesco, Vlachos Michalis, 2020/01/07..
[URN][serval:BIB_3800B12B9CAD]
 
Developing Visual Collaborative Tools
Missonier Stephanie, Avdiji Hazbi, Pigneur Yves, Winter Robert, 2020/01/07. dans HICSS 2020.
[serval:BIB_824B3C77B23F]
 
A network perspective on genotype-phenotype mapping in genetic programming
Hu Ting, Tomassini Marco, Banzhaf Wolfgang, 2020. Genetic Programming and Evolvable Machines pp. 1-23.
[DOI][serval:BIB_B8BB2A106E0F]
Contact Tracing: An Overview of Technologies and Cyber Risks
Legendre Franck, Humbert Mathias, Mermoud Alain, Lenders Vincent, 2020., Université de Lausanne, HEC Lausanne.
[URN][serval:BIB_F1377E8117EE]
 
Data Sharing in Business Ecosystems - Wie sich hohe Datenqualität und effiziente Datenpflege verknüpfen lassen
Legner Christine, Hüner Kai, Schlosser Simon, Gizanis Dimitrios, 2020. Controlling, 32 (S) pp. 31-39.
[DOI][serval:BIB_38453E9E31AE]
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data
Raisaro Jean Louis, Troncoso-Pastoriza Juan Ramón, El-Zein Yamane, Humbert Mathias, Troncoso Carmela, Fellay Jacques, Hubaux Jean-Pierre, 2020. pp. 238-241 dans Pape-Haugaard Louise Bilenberg, Lovis Christian, Madsen Inge Cort, Weber Patrick, Nielsen Per Hostrup, Scott Philip (eds.) Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28 - May 1, 2020. Peer-reviewed, IOS Press.
[URN][DOI][serval:BIB_D9BAC18E3C53]
Is Open Data Ready for Use by Enterprises? Learnings from Corporate Registers
Krasikov Pavel, Obrecht Timo, Legner Christine, Eurich Markus, 2020. Proceedings of the 9th International Conference on Data Science, Technology and Applications. Peer-reviewed.
[URN][DOI][serval:BIB_6479D7AD2600]
Membership Inference Against DNA Methylation Databases
Hagestedt Inken, Humbert Mathias, Berrang Pascal, Lehmann Irina, Eils Roland, Backes Michael, Zhang Yang, 2020. pp. 509-520 dans IEEE European Symposium on Security and Privacy, EuroS&P 2020, Genoa, Italy, September 7-11, 2020. Peer-reviewed, IEEE.
[URN][DOI][serval:BIB_737D68987C7E]
 
Mini-Track Introduction for “Knowing What We Know”
Hovorka Dirk S., Larsen Kai R., Mueller Benjamin, 2020. pp. 5653-5654 dans 53. Hawaii International Conference on System Science (HICSS 2020).
[serval:BIB_3D8C3B7D0D46]
Modeling the Synchronization of Multimodal Perceptions as a Basis for the Emergence of Deterministic Behaviors.
Bonzon P., 2020. Frontiers in neurorobotics, 14 p. 570358. Peer-reviewed.
[URN][DOI][WoS][Pmid][serval:BIB_023085589765]
The (Lacking) User Adoption of COVID-19 Contact Tracing Apps – Insights from Switzerland and Germany
Bonner M., Naous D., Legner C., Wagner J., 2020. p. 12 dans WISP 2020 Proceedings. Pre-ICIS Workshop on Information Security and Privacy (SIGSEC).
[URN][serval:BIB_1EE0BDEB3281]
Towards Mass Adoption of Contact Tracing Apps - Learning from Users’ Preferences to Improve App Design
Naous Dana, Bonner Manus, Humbert Mathias, Legner Christine, 2020., Université de Lausanne, HEC Lausanne.
[URN][serval:BIB_34B012D3F539]
Towards Plausible Graph Anonymization
Zhang Yang, Humbert Mathias, Surma Bartlomiej, Manoharan Praveen, Vreeken Jilles, Backes Michael, 2020. dans 27th Annual Network and Distributed System Security Symposium, NDSS 2020, San Diego, California, USA, February 23-26, 2020. Peer-reviewed, The Internet Society.
[URN][serval:BIB_EDC29192D2BA]
 
Truncated Trace Classifier. Removal of Incomplete Traces from Event Logs
Bernard Gaël, Andritsos Periklis, 2020. pp. 150-165 dans Enterprise, Business-Process and Information Systems Modeling, Springer International Publishing.
[DOI][serval:BIB_61F73E9843A8]
2019
Breadcrumbs: A Rich Mobility Dataset with Point-of-Interest Annotations (short paper)
Moro Arielle, Kulkarni Vaibhav, Ghiringhelli Pierre-Adrien, Chapuis Bertil, Huguenin Kévin, Garbinato Benoit, 2019/11. pp. 508-511 dans Proceedings of the 27th ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL). Peer-reviewed, ACM.
[URN][DOI][serval:BIB_4EF866325A1C]
 
Information Sharing in Cybersecurity
Ghernaouti Solange, Wanner Bastien, Cellier Léonore, 2019/10/25. pp. 58-62 dans Cyber Security in Networking Conference (CSNet). Peer-reviewed.
[DOI][serval:BIB_1BB471D10470]
A Survey on Interdependent Privacy
Humbert Mathias, Trubert Benjamin, Huguenin Kévin, 2019/10. ACM Computing Surveys, 52 (6) pp. 122:1-122:40. Peer-reviewed.
[URN][DOI][serval:BIB_D0763210E87D]
 
Fairness in Algorithmic Decision-Making: Applications in Multi-Winner Voting, Machine Learning, and Recommender Systems
Shrestha Yash Raj, Yang Yongjie, 2019/09/18. Algorithms, 12 (9) p. 199. Peer-reviewed.
[DOI][WoS][serval:BIB_DE987188EA4E]
 
Computational Behavioral Models for Public Goods Games on Social Networks
Tomassini Marco, Antonioni Alberto, 2019/09/02. Games, 10 (3).
[serval:BIB_21A33386D329]
 
AI-Based Digital Assistants : Opportunities, Threats, and Research Perspectives
Maedche Alexander, Legner Christine, Benlian Alexander, Berger Benedikt, Gimpel Henner, Hess Thomas, Hinz Oliver, Morana Stefan, Söllner Matthias, 2019/08. Business & Information Systems Engineering, 61 (4) pp. 535-544.
[DOI][WoS][serval:BIB_2198EE538527]
HideMyApp: Hiding the Presence of Sensitive Apps on Android
Pham A., Dacosta I., Losiouk E., Stephan J., Huguenin K., Hubaux J.-P., 2019/08. p. 18 dans Proceedings of the 28th USENIX Security Symposium (USENIX Security). Peer-reviewed.
[URN][serval:BIB_9163B9C3BA5E]
 
Organizational Decision-Making Structures in the Age of Artificial Intelligence
Shrestha Yash Raj, Ben-Menahem Shiko M., von Krogh Georg, 2019/08. California Management Review, 61 (4) pp. 66-83. Peer-reviewed.
[DOI][WoS][serval:BIB_E963FBC9AB02]
To share or not to share: A behavioral perspective on human participation in security information sharing
Mermoud A., Keupp M., Huguenin K., Palmié M., Pércia David D., 2019/08. Journal of Cybersecurity, 5 (1) pp. 1-13. Peer-reviewed.
[URN][DOI][serval:BIB_B9A311F41F5F]
 
Search moves in the local optima networks of permutation spaces: the QAP case
Baioletti Marco, Alfredo Milani, Santucci Valentino, Tomassini Marco, 2019/07/13. The Genetic and Evolutionary Computation Conference, GECCO 2019. Peer-reviewed.
[serval:BIB_3DCBC4001CD7]
 
Discovering Customer Journeys from Evidence: a Genetic Approach Inspired by Process Mining
Bernard Gaël, Andritsos Periklis, 2019/05/01. dans 31th International Conference on Advanced Information Systems Engineering (CAiSE’19), Gaël Bernard. Peer-reviewed.
[serval:BIB_EB9A0BB2193E]
The (Co-)Location Sharing Game: Benefits and Privacy Implications of (Co)-Location Sharing with Interdependences
Olteanu A.-M., Humbert M., Huguenin K., Hubaux J.-P., 2019/05. pp. 5-25 dans Proceedings on Privacy Enhancing Technologies. Peer-reviewed.
[URN][DOI][serval:BIB_2A6E03A65E35]
 
Complex network analysis of a genetic programming phenotype network
Hu Ting, Tomassini Marco, Banzhaf Wolfgang, 2019/04/25. Genetic Programming, EuroGp 2019, EvoStar 2019 pp. 49-63. Peer-reviewed.
[serval:BIB_803C7FE020A0]
Understanding Data Protection Regulations from a Data Management Perspective: A Capability-Based Approach to EU-GDPR
Labadie Clement, Legner Christine, 2019/02/24. dans Proceedings of the 14th International Conference on Wirtschaftsinformatik (2019). Peer-reviewed.
[URN][serval:BIB_65AAB323C49C]
 
On the complexity of bribery with distance restrictions
Yang Yongjie, Shrestha Yash Raj, Guo Jiong, 2019/02. Theoretical Computer Science, 760 pp. 55-71. Peer-reviewed.
[DOI][WoS][serval:BIB_A69C1C626211]
Accurate and Transparent Path Prediction Using Process Mining
Bernard Gaël, Andritsos Periklis, 2019. pp. 235-250 dans Advances in Databases and Information Systems, Springer International Publishing.
[URN][DOI][serval:BIB_943845D011CF]
 
Classification of Software Defects Triggers: A Case Study of School Resource Management System
Hillah N., 2019. pp. 307-316 dans ICITS 2019: Information Technology and Systems, Advances in Intelligent Systems and Computing. Peer-reviewed, Springer, Cham.
[DOI][serval:BIB_5849392BDBB2]
Contextual and Behavioral Customer Journey Discovery Using a Genetic Approach
Bernard Gaël, Andritsos Periklis, 2019. pp. 251-266 dans Advances in Databases and Information Systems, Springer International Publishing.
[URN][DOI][serval:BIB_1AF7E5774867]
Copulas as High Dimensional Generative Models: Vine Copula Autoencoders
Tagasovska Natasa, Ackerer Damien, Vatter Thibault, 2019. pp. 6525-6537 dans Advances in Neural Information Processing Systems.
[URN][serval:BIB_606AA27EDB59]
 
Mass Personalization of Deep Learning
Schneider Johannes, Vlachos Michalis, 2019..
[serval:BIB_BFEFA955313F]
MBeacon: Privacy-Preserving Beacons for DNA Methylation Data
Hagestedt Inken, Zhang Yang, Humbert Mathias, Berrang Pascal, Tang Haixu, Wang XiaoFeng, Backes Michael, 2019. dans 26th Annual Network and Distributed System Security Symposium, NDSS 2019, San Diego, California, USA, February 24-27, 2019. Peer-reviewed, The Internet Society.
[URN][serval:BIB_B645B2D431B0]
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models
Salem Ahmed, Zhang Yang, Humbert Mathias, Berrang Pascal, Fritz Mario, Backes Michael, 2019. dans 26th Annual Network and Distributed System Security Symposium, NDSS 2019, San Diego, California, USA, February 24-27, 2019. Peer-reviewed, The Internet Society.
[URN][serval:BIB_84C51526C92A]
On (The Lack Of) Location Privacy in Crowdsourcing Applications
Boukoros Spyros, Humbert Mathias, Katzenbeisser Stefan, Troncoso Carmela, 2019. pp. 1859-1876 dans Heninger Nadia, Traynor Patrick (eds.) 28th USENIX Security Symposium, USENIX Security 2019, Santa Clara, CA, USA, August 14-16, 2019. Peer-reviewed, USENIX Association.
[URN][serval:BIB_1E317C3CB6EC]
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data
Salem Ahmed, Berrang Pascal, Humbert Mathias, Backes Michael, 2019. Proc. Priv. Enhancing Technol., 2019 (1) pp. 47-67. Peer-reviewed.
[URN][DOI][serval:BIB_45F47599C330]
 
RecoNet: An Interpretable Neural Architecture for Recommender Systems
Fusco Francesco, Vlachos Michalis, Vasileiadis Vasileios, Wardatzky Kathrin, Schneider Johannes, 2019. dans Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Peer-reviewed.
[DOI][serval:BIB_765368764D47]
 
Severe Software Defects Trigger Factors: A Case Study of a School Management System
Hillah N., 2019. pp. 389-396 dans DSIC18 2018: Digital Science, Advances in Intelligent Systems and Computing. Peer-reviewed, Springer, Cham.
[DOI][serval:BIB_B86B7FCF04A0]
 
Single-Model Uncertainties for Deep Learning
Tagasovska Natasa, Lopez-Paz David, 2019. pp. 6414-6425 dans Advances in Neural Information Processing Systems. Peer-reviewed.
[serval:BIB_5BFFC1319395]
Symbolic Modeling of Asynchronous Neural Dynamics Reveals Potential Synchronous Roots for the Emergence of Awareness.
Bonzon P., 2019. Frontiers in computational neuroscience, 13 p. 1. Peer-reviewed.
[URN][DOI][WoS][Pmid][serval:BIB_80B843CD2833]
 
Understanding Users' Preferences for Privacy and Security Features – A Conjoint Analysis of Cloud Storage Services
Naous Dana, Legner Christine, 2019. pp. 352-365 dans Business Information Systems Workshops, Lecture Notes in Business Information Processing book series (LNBIP). Peer-reviewed, Springer International Publishing.
[DOI][serval:BIB_B1AF62CD3D13]
2018
 
An Introduction to Metaheuristics for Optimization
Chopard Bastien, Tomassini Marco, 2018/12/16. 226, Springer.
[DOI][serval:BIB_39695C73BFA3]
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