- 2023
- Alireza Amirshahi, Nicolas Kirsch, Jonathan Reymond, Saleh Baghersalimi:
Predicting Survey Response with Quotation-based Modeling: A Case Study on Favorability towards the United States. SDS 2023: 1-8 - Janik Baumer, Nando Metzger, Elisabeth D. Hafner, Rodrigo Caye Daudt, Jan Dirk Wegner, Konrad Schindler:
Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring. SDS 2023: 77-84 - Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution. SDS 2023: 34-41 - Laurence Dierickx
, Carl-Gustav Linden:
Fine-Tuning Languages: Epistemological Foundations for Ethical AI in Journalism. SDS 2023: 42-49 - Raphael Emberger, Jens Michael Boss, Daniel Baumann, Marko Seric, Shufan Huo, Lukas Tuggener, Emanuela Keller, Thilo Stadelmann:
Video Object Detection for Privacy-Preserving Patient Monitoring in Intensive Care. SDS 2023: 85-88 - Solange Emmenegger, Matthias Egli, Marc Pouly
:
Mastering Fencing Techniques with Machine Learning: A Video-Based Classification and Correction System. SDS 2023: 120-127 - Lei Gao, Ling Guan:
A Deep Discriminant Fractional-order Canonical Correlation Analysis For Information Fusion. SDS 2023: 58-65 - Simone E. Griesser, Adriana Ricklin, Remo Kälin, Guang Lu
:
Assessing polarisation in brand-related comments on three Swiss online media portals with Natural Language Processing. SDS 2023: 128-135 - Julia Hartmann, Peter Maloca, Cédric Huwyler, Martin Melchior, Susanne Suter
:
Comparative Deep Learning Architectures to Detect Tiny Features in Ophthalmic Imaging. SDS 2023: 112-119 - Mahmoud Hemila
, Heiko Rölke:
Recommendation System for Journals based on ELMo and Deep Learning. SDS 2023: 97-103 - Lilach Goren Huber, Thomas Palmé, Manuel Arias Chao:
Physics-Informed Machine Learning for Predictive Maintenance: Applied Use-Cases. SDS 2023: 66-72 - Cristovao Freitas Iglesias Jr., Rongchen Guo, Pedro Nucci, Claudio Miceli, Miodrag Bolic:
Automated Extraction of IoT Critical Objects from IoT Storylines, Requirements and User Stories via NLP. SDS 2023: 104-107 - Paul-Philipp Luley, Jan M. Deriu, Peng Yan, Gerrit A. Schatte
, Thilo Stadelmann:
From Concept to Implementation: The Data-Centric Development Process for AI in Industry. SDS 2023: 73-76 - Curdin Marxer, Heiko Rölke, Alex Alfieri, Marc Eric Halatsch:
Case Study: Natural Language Processing (NLP) with Open Data for Drug Repositioning in Glioblastoma Therapy. SDS 2023: 9-16 - Andrei Claudiu Roibu
, Stanislaw Adaszewski, Torsten Schindler, Stephen M. Smith, Ana I. L. Namburete, Frederik J. Lange:
Brain Ages Derived from Different MRI Modalities are Associated with Distinct Biological Phenotypes. SDS 2023: 17-25 - Deepti Saravanan, Jahnavi Swetha Pothineni, Anasse Bari:
Applying Predictive Analytics to Climate Change: Predicting Temperature Rise Using Human Behavior Alternative Data. SDS 2023: 89-96 - Yiea-Funk Te, Michèle Wieland, Martin Frey, Helmut Grabner:
Mitigating Discriminatory Biases in Success Prediction Models for Venture Capitals. SDS 2023: 26-33 - Markus Vogelbacher
, Hicham Bellafkir, Jannis Gottwald, Daniel Schneider, Markus Mühling, Bernd Freisleben:
Deep Learning for Recognizing Bat Species and Bat Behavior in Audio Recordings. SDS 2023: 50-57 - Yong Zheng, David Xuejun Wang:
A Comparative Study of Preference Ordering Methods for Multi-Criteria Ranking. SDS 2023: 108-111 - 10th IEEE Swiss Conference on Data Science, SDS 2023, Zurich, Switzerland, June 22-23, 2023. IEEE 2023, ISBN 979-8-3503-3875-1 [contents]
- 2022
- Joachim Baumann
, Christoph Heitz:
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation. SDS 2022: 19-25 - Andrin Bürli, Marc Bravin, Melissa Beck, Thomas Koller:
Minimal Hand Pose Estimation for Touchable Projector-Depth Systems. SDS 2022: 67-68 - Sofia Casarin, Sara Baldoni
, Marco Carli
, Pietro Zanuttigh
, Federica Battisti
:
Unsupervised Network Anomaly Detection by Learning on 2D Data Representations. SDS 2022: 53-58 - Simone E. Griesser, Guang Lu
:
Exploring owner-based brand personality on Facebook and LinkedIn with Natural-Language-Processing (NLP). SDS 2022: 13-18 - Fabian Gröger, Marc Pouly
, Flavia Tinner, Leif Brandes:
Assessing Guest Nationality Composition from Hotel Reviews. SDS 2022: 65-66 - Md Delwar Hossain
, Hideya Ochiai, Tatsuya Arisawa, Youki Kadobayashi:
Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach. SDS 2022: 47-52 - Jürg Meierhofer
, Rodolfo Benedech, Christoph Heitz:
On the Value of Data: Multi-Objective Maximization of Value Creation in Data-Driven Industrial Services. SDS 2022: 33-39 - Simon Narduzzi, Engin Türetken, Jean-Philippe Thiran, L. Andrea Dunbar:
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform. SDS 2022: 1-6 - Faqeer ur Rehman, Clemente Izurieta:
MT4UML: Metamorphic Testing for Unsupervised Machine Learning. SDS 2022: 26-32 - Firat Saritas, Simon Staehli, Lorenz Ammann
, Dieter Rickenmann
, Rocco Custer, Susanne Suter
:
Using Acoustic Signal to Predict Grain Size of Bedload Particles. SDS 2022: 59-64