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MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
9citations -
An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis
Michael Gadermayr, Maximilian Tschuchnig, Nils Krämer, Daniel Truhn, Dorit Merhof, Burkhard Gess
9citations -
Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study2022 Intelligence-Based Medicine article Computer Science Machine Learning in Healthcare Open access
Jim M Smit, Jesse H. Krijthe, Henrik Endeman, Andrei N. Tintu, Yolanda B. de Rijke, Diederik A M P J Gommers, +37 more
6citations -
A Novel Hybrid Methodology for Anomaly Detection in Time Series2022 International Journal of Computational Intelligence Systems article Computer Science Anomaly Detection Techniques and Applications Open access
Lejla Begic Fazlic, Ahmed Halawa, Anke Schmeink, Lukas Märtin, Arne Peine, Marlies Morgen, +2 more
6citations -
SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs2025 Findings of the Association for Computational Linguistics: NAACL conference-paper Computer Science Speech and dialogue systems Open access
Arian Askari, Roxana Petcu, Chuan Meng, Mohammad Aliannejadi, Amin Abolghasemi, Evangelos Kanoulas, +1 more
6citations -
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations2022 Journal of Global Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Bhupinder Singh Saini, Michael Emmerich, Atanu Mazumdar, Bekir Afşar, Babooshka Shavazipour, Kaisa Miettinen
5citations -
ALK and ERBB2 Protein Inhibition is Involved in the Prevention of Lung Cancer Development by Vincamine2023 Anti-Cancer Agents in Medicinal Chemistry article Computer Science Computational Drug Discovery Methods
Aarti Verma, Poonam Yadav, Sonu Rajput, Saloni Verma, Sahil Arora, Raj Kumar, +3 more
5citations