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Towards Time-Series Feature Engineering in Automated Machine Learning for Multi-Step-Ahead Forecasting2022 International Conference on Time Series and Forecasting (ITISE) conference-paper Computer Science Time Series Analysis and Forecasting Open access
Can Wang, Mitra Baratchi, Thomas Bäck, Holger H. Hoos, Steffen Limmer, Markus Olhofer
31citations -
A framework for employing longitudinally collected multicenter electronic health records to stratify heterogeneous patient populations on disease history2022 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Marc P. Maurits, Ilya Korsunsky, Soumya Raychaudhuri, Shawn N. Murphy, Jordan W. Smoller, Scott T. Weiss, +8 more
13citations -
DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Marko van Treeck, Didem Çifçi, Narmin Ghaffari Laleh, Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Katherine Jane Hewitt, +9 more
13citations -
Denoising low-field MR images with a deep learning algorithm based on simulated data from easily accessible open-source software2024 Journal of Magnetic Resonance article Computer Science Image and Signal Denoising Methods Open access
Chloé Najac, Beatrice Lena, Thomas O’Reilly, Yiming Dong, Peter Börnert, Hieab H.H. Adams, +1 more
12citations -
Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data2022 International Conference on Computer and Automation Engineering conference-paper Computer Science Seismology and Earthquake Studies Open access
Fan Yang, Marios Kefalas, Anna V. Kononova, Yanan Qiao, Thomas Bäck
11citations -
Expand, Highlight, Generate: RL-driven Document Generation for Passage Reranking2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Arian Askari, Mohammad Aliannejadi, Chuan Meng, Evangelos Kanoulas, Suzan Verberne
7citations -
Validating Automated Segmentation Tools in the Assessment of Caudate Atrophy in Huntington’s Disease2021 Frontiers in Neurology article Computer Science Medical Image Segmentation Techniques Open access
Nina M. Mansoor, Tishok Vanniyasingam, Ian B. Malone, Nicola Z. Hobbs, Elin M. Rees, Alexandra Dürr, +5 more
6citations -
Deep Learning Approach for Renal Cell Carcinoma Detection, Subtyping, And Grading2024 Proceedings - International Conference on Image Processing conference-paper Computer Science AI in cancer detection
Maroof Abdul Aziz, Fatemeh Javadian, Sherin Susheel Mathew, Gopal Avinash, Johannes Stegmaier, Sonit Singh, +1 more
4citations -
Eradicating the Unseen: Detecting, Exploiting, and Remediating a Path Traversal Vulnerability across GitHub2025 ACM Asia Conference on Computer and Communications Security (ASIA CCS) conference-paper Computer Science Web Application Security Vulnerabilities Open access
Jafar Akhoundali, Hamidreza Hamidi, Kristian F. D. Rietveld, Olga Gadyatskaya
3citations -
DA4RDM: Data Analysis for Research Data Management Systems2021 International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management conference-paper Computer Science Research Data Management Practices Open access
M. Amin Yazdi, David Schimmel, Marcel Nellesen, Marius Politze, Matthias Müller
2citations -
Interactive Facial Animation: Enhancing Facial Rigs With Real-Time Shell And Contact Simulation2025 Proceedings of the ACM on Computer Graphics and Interactive Techniques article Computer Science Computer Graphics and Visualization Techniques Open access
José Antonio Fernández-Fernández, Ryan Goldade, Ladislav Kavan, Jan Bender, Philipp Herholz
2citations