- Josef Spillner
:
Tabular Data Insights and Synthesis with the AutoTable Approach. SDS 2022: 69-70 - Markus Ulmer
, Jannik Zgraggen, Gianmarco Pizza, Lilach Goren Huber:
Scaling Up Deep Learning Based Predictive Maintenance for Commercial Machine Fleets: a Case Study. SDS 2022: 40-46 - Mario Wieser, Daniel Siegismund, Stephan Heyse, Stephan Steigele:
Vision Transformers Show Improved Robustness in High-Content Image Analysis. SDS 2022: 71-72 - Shaya Wolf, Rita Foster, Andrea Mack, Zachary Priest, Jed Haile:
Data Collection and Exploratory Analysis for Cyber Threat Intelligence Machine Learning Processes. SDS 2022: 7-12 - 9th Swiss Conference on Data Science, SDS 2022, Lucerne, Switzerland, June 22-23, 2022. IEEE 2022, ISBN 978-1-6654-6847-3 [contents]
- 2021
- Luca Biggio, Iason Kastanis:
Self-supervised pre-training on industrial time-series. SDS 2021: 56-57 - Marc Bravin, Daniel Pfäffli, Kevin Kuhn, Marc Pouly
:
Towards Crafting Beer with Artificial Intelligence. SDS 2021: 54-55 - Ramya Bygari, Rachita Naik, Uday Kumar P:
Blindness (Diabetic Retinopathy) Severity Scale Detection. SDS 2021: 7-13 - Corinna Hertweck
, Christoph Heitz:
A Systematic Approach to Group Fairness in Automated Decision Making. SDS 2021: 1-6 - Lennard Holst, Florian Groen in't Woud, Jana Frank, Volker Stich:
Towards a Methodology to Determine Intersubjective Data Values in Industrial Business Activities. SDS 2021: 39-45 - Evelyne Knapp, Mattia Battaglia, Thilo Stadelmann
, Sandra Jenatsch, Beat Ruhstaller:
XGBoost Trained on Synthetic Data to Extract Material Parameters of Organic Semiconductors. SDS 2021: 46-51 - Guang Lu
, Christian Dollfus, David Schreiber, Thomas Wozniak, Vinzenz Rast, Matthes Fleck, Janna Lipenkova:
Corporate Culture Explained by Mission and Vision Statements Using Natural Language Processing. SDS 2021: 14-19 - Jürg Meierhofer
, Christoph Heitz:
Service Customization: Optimizing Value Creation and Capture by Designing the Customer Journey. SDS 2021: 32-38 - Prathyusha Nerella, Akansha Bhardwaj, Paolo Rosso, Philippe Cudré-Mauroux
:
GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts. SDS 2021: 20-25 - Maximilian Schacht, Günther Schuh, Jana Frank:
digital shadow of customers in the manufacturing industry. SDS 2021: 52-53 - Niclas Simmler, Pascal Sager
, Philipp Andermatt, Ricardo Chavarriaga, Frank-Peter Schilling
, Matthias Rosenthal, Thilo Stadelmann:
A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications. SDS 2021: 26-31 - 8th Swiss Conference on Data Science, SDS 2021, Lucerne, Switzerland, June 9, 2021. IEEE 2021, ISBN 978-1-6654-3874-2 [contents]
- 2020
- Marc Bravin
, Daniel Pfäffli, Sita Mazumder, Marc Pouly
:
Automated Smartification of Notices to Airmen. SDS 2020: 51-52 - Yasamin Eslahi, Akansha Bhardwaj, Paolo Rosso, Kurt Stockinger, Philippe Cudré-Mauroux
:
Annotating Web Tables through Knowledge Bases: A Context-Based Approach. SDS 2020: 29-34 - Myrna Flores, Matic Golob, Doroteja Maklin, Christopher L. Tucci
, Shaun West
, Oliver Stoll
:
DARE2HACK: Crowdsourcing ideas through hackathons to codesign new human-centric services. SDS 2020: 5-10 - David Honzátko
, Siavash Arjomand Bigdeli, Engin Türetken, L. Andrea Dunbar:
Efficient Blind-Spot Neural Network Architecture for Image Denoising. SDS 2020: 59-60 - María Carolina Jiménez:
Assessing the democratic legitimacy of public decisions based on Machine Learning algorithms. SDS 2020: 49-50 - Nadja Kurz, Felix Hamann, Adrian Ulges:
Neural Entity Linking on Technical Service Tickets. SDS 2020: 35-40 - Michele Loi, Christoph Heitz, Markus Christen:
A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data. SDS 2020: 41-46 - Guang Lu
, Christian Dollfus, Thomas Wozniak, Matthes Fleck:
Intelligent Branding for Less Well-Known Enterprises by Matching Culture Values of Employers and Candidates. SDS 2020: 11-16 - Jürg Meierhofer
, Shaun West
:
Data-driven Decision Support by Digital Twins in Manufacturing. SDS 2020: 53-54 - Evangelos Ntavelis, Iason Kastanis, Luc Van Gool, Radu Timofte
:
Same Same but Different: Augmentation of Tiny Industrial Datasets using Generative Adversarial Networks. SDS 2020: 17-22 - David Pelkmann, Alaa Tharwat, Wolfram Schenck
:
How to Label? Combining Experts' Knowledge for German Text Classification. SDS 2020: 61-62 - Dano Roost, Ralph Meier, Stephan Huschauer, Erik Nygren, Adrian Egli, Andreas Weiler, Thilo Stadelmann
:
Improving Sample Efficiency and Multi-Agent Communication in RL-based Train Rescheduling. SDS 2020: 63-64 - Lukas Schweiger
, Linard Barth
, Jürg Meierhofer
:
Data Resources to Create Digital Twins. SDS 2020: 55-56