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Slides & Videos
Livestream 1
Ricard Delgado-Gonzalo on Riva Digital – Lowering the Blood Pressure of Swiss People with a Companion AI
Slides
Christian Lovis on Covid-19 and Epidemiologic Predictions: A Reality Check
Slides
Beat Hörmann on “You can count on us” – Preclinical Automated Cell-Counting with Deep Learning on the Edge
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Lukas A. Widmer on Data Science in Pharma: A Case Study in Making the Most of Sparse, Expensive Data for Safely Guiding Multi-Drug Dose Escalation
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Gabriel Krummenacher on Bridging the Gap Between Research and Medical Practice: Machine Learning in a Highly Regulated Environment
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Yasamin Eslahi on Annotating Web Tables through Knowledge Bases: A Context-Based Approach
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Christian Kowalkowski on Digital Servitization: The Next Competitive Frontier
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Myrna Flores and Shaun West on DARE2HACK: Crowdsourcing ideas through hackathons to codesign new human-centric services
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Djamel Lakehal on Toward Physics-Informed Simulation and Machine Learning Based Digital Twins for Process Optimization using eDAP
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Jérôme Koller on A Maturity Model For Data-Driven Value Creation
Urs Güttinger and Philipp Thomann on How to Find the Nut in the Haystack - An AI-supported Product Solution Advisor for Fasteners
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Andreas Bleuler on Renku – A New Open Source Tool for Reproducible Data Science
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Keynote: Pieter Abbeel on Towards Learning Systems that Require Less Annotation
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Livestream 2
Robert Rohrkemper on Enhancing Real-time Debit Card Fraud Detection with Deep Learning
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Sylvain Robert on To Fly Or Not To Fly? A New Bottom-Up Approach for Aviation Risk
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Jürg Schelldorfer on Neural Networks and Random Forest in Insurance Risk Modelling
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Bertrand Loison on Data Science and Official Statistics: Myth or Reality? Swiss Federal Statistical Office
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Zacharias Kull and Patrick Grütter on Efficiently and Easily Get Your Data Ready for AI with Smart Data Lake Builder
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Prateek Purwar on Fingerprinting for Industry 4.0
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Thibault Kuntzer on Data-Driven Animal Health and Welfare Metrics for Livestock Farming
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Livestream 3
Marc Schöni and Ilias Papadimitriou on Using ML to reduce costs and environmental impact in industrial manufacturing
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Frank Strohmaier and Michael Probst on Agile Data Orchestration & Machine Learning Model Integration
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Vadym Mozgovoy on Exploration of Scenario-Based Simulations for Stress Benchmarking in Swiss Public Service
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Guang Lu and Christian Dollfus on Intelligent Branding for less Well-Known Enterprises by Matching Culture Values of Employers and Candidates
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Felix Hamann on Neural Entity Linking on Technical Service Tickets
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Evangelos Ntavelis on Same Same but Different: Augmentation of Tiny Industrial Datasets using Generative Adversarial Networks
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Tim Blazina on Promotion Planning at Migros – A Data Product in Action. Migros
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Krishna Gummadi on Quantifying and Mitigating Algorithmic Discrimination
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Michele Loi on A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data
Frank Grognet and Sangeetha Somashekara on How to Leverage Unstructured Data to Improve Knowledge Management: Two Use Cases in the Legal Profession.
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