Business School > Institute for Public Sector Transformation > Data and Infrastructure

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Number of items at this level: 47.

Journal Article

Klein, Eduard (2021). Validation of a Framework for Bias Identification and Mitigation in Algorithmic Systems International Journal on Advances in Software, 14(1&2), pp. 59-70. IARIA

Bektas, Alperen; Piana, Valentino; Schumann, René (2021). A meso-level empirical validation approach for agent-based computational economic models drawing on micro-data: a use case with a mobility mode-choice model Springer Nature Business & Economics, 1(6) Springer Nature 10.1007/s43546-021-00083-4

Niklaus, Joël; Falkner, Michael; Krebs, Christine; Persello, Luca; Klöppel, Stefan; Nef, Tobias; Urwyler, Prabitha (2021). Application of eye tracking in puzzle games for adjunct cognitive markers: pilot observational study in older adults JMIR Serious Games, 9(1), e24151. JMIR Publications 10.2196/24151

Koshizuka, Noboru; Haller, Stephan; Sakamura, Ken (2018). CPaaS.io: An EU-Japan Collaboration on Open Smart-City Platforms Computer, 51(12), pp. 50-58. IEEE 10.1109/MC.2018.2880019

Dungga Winterleitner, Angelina; Weissenfeld, Katinka; Riesch, Markus (2018). Barrierefrei hilft allen Kommunalmagazin(5), pp. 40-41. Docu Media Schweiz GmbH

Estermann, Beat; Fraefel, Marianne; Neuroni, Alessia; Vogel, Jürgen (2018). Conceptualizing a national data infrastructure for Switzerland Information Polity, 23(1), pp. 43-65. IOS Press 10.3233/IP-170033

Estermann, Beat (2018). Development Paths Towards Open Government. An Empirical Analysis Among Heritage Institutions Government Information Quarterly, 35(4), pp. 599-612. Elsevier 10.1016/j.giq.2018.10.005

Estermann, Beat (2014). Diffusion of open data and crowdsourcing among heritage institutions: results of a pilot survey in Switzerland. Journal of Theoretical and Applied Electronic Commerce Research, 9(3), pp. 15-31. 10.4067/S0718-18762014000300003

Newspaper or Magazine Article

Bieser, Jan (21 December 2023). Warum Big Techs Klimaversprechen in der digitalen Realität an ihre Grenzen stossen Neue Zürcher Zeitung, 244(297), p. 18. Neue Zürcher Zeitung

Book Section

Wäspi, Flurina; Bektas, Alperen; Sahi, Amir; Wüst, Anja Cristina; Haller, Stephan (2022). On the Way to Smarter Cities: What Goals and Values Swiss Municipalities Prioritize In: Lecture Notes in Computer Science. Lecture Notes in Computer Science: Vol. 13391 (pp. 451-468). Cham: Springer International Publishing 10.1007/978-3-031-15086-9_29

Bektas, Alperen; Schumann, René (2021). Using Mobility Profiles for Synthetic Population Generation In: Ahrweiler, Petra; Neumann, Martin (eds.) Advances in Social Simulation. Proceedings of the 15th Social Simulation Conference: 23–27 September 2019. Springer Proceedings in Complexity (pp. 207-219). Springer 10.1007/978-3-030-61503-1_20

Höhn, Sebastian; Zurkinden, Max; Neuroni, Alessia; Spichiger, Andreas (2021). Good Data Governance als Hebel der Transformation im öffentlichen Sektor In: Stember, J.; Eixelsberger, W.; Spichiger, A.; Neuroni, A.; Habbel, FR.; Wundara, M. (eds.) Aktuelle Entwicklungen zum E-Government : Neue Impulse und Orientierungen in der digitalen Transformation der öffentlichen Verwaltung (pp. 225-243). Springer Gabler 10.1007/978-3-658-33586-1_11

Arnautovic, Hanka; Habegger, Anja; Haller, Stephan (2021). Grundlagen der Robotic Process Automation. Stand der Forschung und Diskussion in der Praxis In: Schellinger, Jochen; Tokarski, Kim Oliver; Kissling-Näf, Ingrid (eds.) Digital Business: Analysen und Handlungsfelder in der Praxis (pp. 57-83). Wiesbaden: Springer Fachmedien Wiesbaden 10.1007/978-3-658-32323-3_4

Gygli, Marcel (2020). DIVAServices: Transforming Document Analysis Methods into Web Services In: Fischer, Andreas; Liwicki, Marcus; Ingold, Rolf (eds.) Handwritten Historical Document Analysis, Recognition, and Retrieval: State of the Art and Future Trends. Series in Machine Perception and Artificial Intelligence: Vol. 89 (pp. 101-119). Singapur: World Scientific 10.1142/9789811203244_0007

Haller, Stephan (2018). The Smart City Research Project CPaaS.io In: Wagner, Reinhard (ed.) Realizing Smart Cities through Professional Project, Programme and Portfolio Management. IPMA Insight: Vol. 1 (pp. 80-87). Zürich: International Project Management Association (IPMA)

Neuroni, Alessia; Fraefel, Marianne; Estermann, Beat; Jarchow, Thomas; Golliez, Andre (2016). Exploring the Notion of a National Data Infrastructure and the Governance Issues Surrounding It In: Electronic Government and Electronic Participation. Innovation and the Public Sector: Vol. 23 (pp. 191-199). IOS Press Ebooks

Neuroni, Alessia; Estermann, Beat; Fraefel, Marianne; Riedl, Reinhard (2014). Kollaboration im Schweizerischen OGD-Bereich - Illustriert am Beispiel von Standards. In: Beiträge zur Verwaltungsinformatik: Fachtagung Verwaltungsinformatik vom 20.- 21.03.2014 in Berlin 19 (pp. 57-61). Hochschule für Wirtschaft und Recht Berlin

Book

Stember, Jürgen; Eixelsberger, Wolfgang; Spichiger, Andreas; Neuroni, Alessia; Habbel, Franz-Reinhard; Wundara, Manfred (eds.) (2021). Aktuelle Entwicklungen zum E-Government : Neue Impulse und Orientierungen in der digitalen Transformation der öffentlichen Verwaltung Springer Gabler 10.1007/978-3-658-33586-1

Report

Gees, Thomas; Stürmer, Matthias; Schwarz Badertscher, Daniel; Fivaz, Jan; Sahi, Amir; Lombard, Annique; Bieser, Jan; Biehl, Lara; Steiner, Marc Daniel; Koch, Rika; De Capitani, Jennifer Maria; Brugger, Tobias; Georgescu, Lena; Pfändler, Stefanie; Müller, Jurek; Geiger, Christian; Haller, Stephan; Anderegg, Urs; Noser, Melanie Eva; Thalheim, Noe Leon; ... (2023). Public Sector Perspectives 2024: Empfehlungen für den öffentlichen Sektor Bern: Berner Fachhochschule, Wirtschaft, Institut Public Sector Transformation

Conference or Workshop Item

Niklaus, Joël; Giofré, Daniele (13 July 2023). Can we Pretrain a SotA Legal Language Model on a Budget From Scratch? In: Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) (pp. 158-182). Association for Computational Linguistics 10.18653/v1/2023.sustainlp-1.11

Müller, Jurek; Haller, Stephan (16 June 2023). The Struggle for Public Values at the Heart of Public Value Creation In: EURAM 2023: Transforming Business for Good. Dublin. 14-16 June 2023.

Brugger, Tobias; Stürmer, Matthias; Niklaus, Joël (2 May 2023). MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection Dataset In: 19th International Conference on Artificial Intelligence and Law - ICAIL. Braga, Portugal. 19th-23rd June 2023. 10.48550/arXiv.2305.01211

Bektas, Alperen (3 January 2023). An Empirical Analysis of the Perceived Usefulness of Digital Governance Tools among Heterogeneous Swiss Municipalities In: Proceedings of the 56th Hawaii International Conference on System Sciences 2023 (pp. 1880-1889). Honolulu, Hawaii, USA: University of Hawaii at Manoa, Shidler College of Business

Niklaus, Joël; Stürmer, Matthias; Chalkidis, Ilias (23 November 2022). An empirical study on cross-x transfer for legal judgment prediction In: Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (pp. 32-46). Stroudsburg PA, USA: Association for Computational Linguistics

Semo, Gil; Bernsohn, Dor; Hagag, Ben; Hayat, Gila; Niklaus, Joël (1 November 2022). ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US In: Proceedings of the Natural Legal Language Processing Workshop 2022 (pp. 31-46). Association for Computational Linguistics 10.18653/v1/2022.nllp-1.3

Niklaus, Joël; Chalkidis, Ilias; Stürmer, Matthias (2 October 2021). Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark In: Aletras, Nikolaos; Androutsopoulos, Ion; Barrett, Leslie; Goanta, Catalina; Preotiuc-Pietro, Daniel (eds.) Proceedings of the Natural Legal Language Processing Workshop 2021. Stroudsburg PA, USA: Association for Computational Linguistics

Bektas, Alperen; Haller, Stephan (26 June 2021). InoVille 4.0 – Eine Plattform für strategische Governance in Smart Cities und Smart Municipalities In: TOGI-Symposium zur nachhaltigen Digitalisierung von Staat, Städten und Verwaltung. Friedrichshafen, Germany. 23.-24.06.2021.

Niklaus, Joël; Alberti, Michele; Ingold, Rolf; Stolze, Markus; Koller, Thomas (12 October 2020). Challenging human supremacy: Evaluating monte carlo tree search and deep learning for the trick taking card game jass In: International Conference on Artificial Intelligence and Soft Computing ICAISC 2020. Lecture Notes in Computer Science: Vol. 12416 (pp. 505-517). Springer 10.1007/978-3-030-61534-5_45

Wimmer, Maria; Neuroni, Alessia; Frecè, Jan Thomas (2 September 2020). Approaches to Good Data Governance in Support of Public Sector Transformation through Once-only In: Electronic Government, 19th IFIP WG 8.5 International Conference, EGOV 2020. Linköping, Sweden. August 31 – September 2.

Lüthi, Philipp; Gagnaux, Thibault; Gygli, Marcel (2020). Distributed Ledger for Provenance Tracking of Artificial Intelligence Assets In: Fiedewald, Michael; Önen, Melek; Lievens, Eva; Krenn, Stephan; Fricker, Samuel (eds.) 14th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School: Privacy and Identity Management: Data for Better Living: AI and Privacy: Revised Selected Papers. IFIP Advances in Information and Communication Technology: Vol. 576 (pp. 411-426). Cham: Springer International Publishing 10.1007/978-3-030-42504-3_26

Bektas, Alperen; Schumann, René (22 September 2019). Using Mobility Profiles for Synthetic Population Generation In: Social Simulation Conference (SSC). Mainz Germany. 23-27. September 2019.

Bektas, Alperen (14 June 2019). How to Optimize Gower Distance Weights for the k-Medoids Clustering Algorithm to Obtain Mobility Profiles of the Swiss Population In: Swiss Conference on Data Science (SDS) (pp. 51-56). IEEE 10.1109/SDS.2019.000-8

Niklaus, Joël; Alberti, Michele; Pondenkandath, Vinaychandran; Ingold, Rolf; Liwicki, Marcus (14 June 2019). Survey of artificial intelligence for card games and its application to the Swiss game Jass In: 2019 6th Swiss Conference on Data Science (SDS). Bern, Switzerland. June 14, 2019. 10.1109/SDS.2019.00-12

Alberti, Michele; Pondenkandath, Vinaychandran; Vogtlin, Lars; Gygli, Marcel; Ingold, Rolf; Liwicki, Marcus (14 June 2019). Improving Reproducible Deep Learning Workflows with DeepDIVA In: 2019 6th Swiss Conference on Data Science (SDS) (pp. 13-18). New York: IEEE 10.1109/SDS.2019.00-14

Alberti, Michele; Pondenkandath, Vinaychandran; Gygli, Marcel; Bouillon, Manuel; Seuret, Mathias; Ingold, Rolf; Liwicki, Marcus (2019). Are You Tampering with My Data? In: Leal-Taixé, Laura; Roth, Stefan (eds.) Computer Vision – ECCV 2018: 15th European Conference: Proceedings, Part II. Lecture Notes in Computer Science: Vol. 11130 (pp. 296-312). Cham: Springer International Publishing 10.1007/978-3-030-11012-3_25

Alberti, Michele; Pondenkandath, Vinaychandran; Gygli, Marcel; Ingold, Rolf; Liwicki, Marcus (8 August 2018). DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments In: 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) (pp. 423-428). New York: IEEE 10.1109/ICFHR-2018.2018.00080

Zhongliang, Zhao; Carrera, Jose; Niklaus, Joël; Braun, Torsten (18 June 2018). Machine Learning-based Real-Time Indoor Landmark Localization In: Chowdhury, K.; Di Felice, M.; Matta, I.; Sheng, B.; (eds.) 16th International Conference on Wired/Wireless Internet Communication. Lecture Notes in Computer Science: Vol. 10866 (pp. 95-106). Springer 10.1007/978-3-030-02931-9_8

Bektas, Alperen; Nguyen, Khoa; Piana, Valentino; Schumann, René (June 2018). People-centric policies for decarbonization: Testing psycho-socio-economic approaches by an agent-based model of heterogeneous mobility demand In: 24th Annual Conference on Computing in Economics and Finance. Milan, Italy. June 19-21, 2018.

Gygli, Marcel; Liwicki, Marcus; Ingold, Rolf (27 April 2018). Web Services in Document Image Analysis: Recent Developments on DIVAServices and the Importance of Building an Ecosystem In: 2018 13th IAPR International Workshop on Document Analysis Systems (DAS) (pp. 334-339). New York: IEEE 10.1109/DAS.2018.40

Seuret, Mathias; Bouillon, Manuel; Simistira, Fotini; Gygli, Marcel; Liwicki, Marcus; Ingold, Rolf (27 April 2018). A Semi-automatized Modular Annotation Tool for Ancient Manuscript Annotation In: 2018 13th IAPR International Workshop on Document Analysis Systems (DAS) (pp. 340-344). New York: IEEE 10.1109/DAS.2018.80

Bektas, Alperen; Nguyen, Khoa; Schumann, René (April 2018). Can Agent-Based Computational Economics Mimic Neoclassical Demand Curve? In: Fifth International Symposium in Computational Economics and Finance (ISCEF). Paris, France. 12-14 April 2018.

Fraefel, Marianne; Haller, Stephan; Gschwend, Adrian (2017). Big Data in the Public Sector. Linking Cities to Sensors In: 16th IFIP WG 8.5 International Conference, EGOV 2017 10428 (pp. 276-286). Springer 10.1007/978-3-319-64677-0_23

Working Paper

Rasiah, Vishvaksenan; Stern, Ronja; Matoshi, Veton; Stürmer, Matthias; Chalkidis, Ilias; Ho, Daniel E; Niklaus, Joël (15 June 2023). SCALE: Scaling up the Complexity for Advanced Language Model Evaluation Cornell University 10.48550/arXiv.2306.09237

Niklaus, Joël; Matoshi, Veton; Stürmer, Matthias; Chalkidis, Ilias; Ho, Daniel E (3 June 2023). MultiLegalPile: A 689GB Multilingual Legal Corpus Cornell University 10.48550/arXiv.2306.02069

Niklaus, Joël; Matoshi, Veton; Rani, Pooja; Galassi, Andrea; Stürmer, Matthias; Chalkidis, Ilias (2023). Lextreme: A multi-lingual and multi-task benchmark for the legal domain Ithaca, NY: Cornell University 10.48550/arXiv.2301.13126

Doctoral Thesis

Bektas, Alperen (2022). Exploring heterogeneity among Swiss households and modeling their mobility demand with the Agent-based computational economics (ACE) approach (Unpublished). (Dissertation, Université de Neuchâtel, Faculté des sciences économiques)

Audiovisual Material & Event

Bieser, Jan Weissenberger-Eibl, Marion, A. (ed.) (2024). Prof. Dr. Jan Bieser: Wie nachhaltig ist die Digitalisierung? [Audio]. In: Weissenberger-Eibl, Marion, A. (ed.) Podcast: Zukünfte2Go: Ein Blick ins Neue mit und von Univ.-Prof. Dr. Marion Weissenberger-Eibl (22).

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