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Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges
3citations -
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection21citations
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Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access
Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen
0citations -
FAIR GraphRAG: A Retrieval-Augmented Generation Approach for Semantic Data Analysis2025 IEEE International Conference on Knowledge Graph (ICKG) conference-paper Computer Science Research Data Management Practices Open access
Marlena Flüh, Soo-Yon Kim, Carolin Victoria Schneider, Sandra Geisler
1citations -
Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access
Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen
0citations -
Rapid Augmentations for Time Series (RATS): A High-Performance Library for Time Series Augmentation2026 arXiv (Cornell University) preprint Computer Science Time Series Analysis and Forecasting Open access
Wadie Skaf, Felix Kern, Aryamaan Basu Roy, Tejas Pradhan, Roman Kalkreuth, Holger Hoos
0citations -
BIEN : A biodiversity informatics ecosystem advancing open and reproducible workflows for plant observation, plot and trait data2026 Methods in Ecology and Evolution article Computer Science Research Data Management Practices Open access
Brian Joseph Enquist, Brad L. Boyle, Brian Maitner, Cory Merow, Ben Carlson, Xiao Feng, +33 more
1citations -
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Yujie Li, Xiangkun Wang, Xin Yang, Marcello Bonsangue, Junbo Zhang, Tianrui Li
1citations -
Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications
Timm Linder, Kilian Pfeiffer, Narunas Vaškevičius, Robert F. Schirmer, Kai O. Arras
35citations -
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil M. P. van der Aalst, Claudia Wagner
8citations -
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection2023 arXiv (Cornell University) preprint Computer Science Hate Speech and Cyberbullying Detection Open access
Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil M. P. van der Aalst, Claudia Wagne
0citations -
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Indira Sen, Mattia Samory, Fabian Flöck, Claudia Wagner, Isabelle Augenstein
22citations -
Working Age: Providing Occupational Safety through Pervasive Sensing and Data Driven Behavior Modeling2020 Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference conference-paper Computer Science Context-Aware Activity Recognition Systems Open access
Mariagrazia Fugini, Alessandro Barenghi, Sara Comai, Gerardo Pelosi, Roberto Tedesco, Marteyn van Gasteren, +12 more
12citations -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations -
Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure2025 International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) conference-paper Computer Science Recommender Systems and Techniques Open access
Ziqi Zhao, Zhaochun Ren, Jiyuan Yang, Zihan Wang, Liu Yang, Pengjie Ren, +3 more
0citations