| Stock price predictions with LSTM neural networks and twitter sentiment ML Thormann, J Farchmin, C Weisser, RM Kruse, B Säfken, A Silbersdorff Statistics, Optimization & Information Computing 9 (2), 268-287, 2021 | 56 | 2021 |
| Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data C Weisser, C Gerloff, A Thielmann, A Python, A Reuter, T Kneib, B Säfken Computational Statistics, 38(4), 2023 | 38 | 2023 |
| Unsupervised document classification integrating web scraping, one-class SVM and LDA topic modelling A Thielmann, C Weisser, A Krenz, B Säfken Journal of Applied Statistics (Special Issue Statistical Approaches for Big …, 2021 | 38 | 2021 |
| TTLocVis: A Twitter Topic Location Visualization Package G Kant, C Weisser, B Säfken Journal of Open Source Software, 5(54), Article 2507., 2020 | 23 | 2020 |
| Mambular: A Sequential Model for Tabular Deep Learning AF Thielmann, M Kumar, C Weisser, A Reuter, B Säfken, S Samiee arXiv:2408.06291, 2024 | 16 | 2024 |
| GPTopic: Dynamic and Interactive Topic Representations A Reuter, A Thielmann, C Weisser, S Fischer, B Säfken arXiv:2403.03628, 2024 | 16 | 2024 |
| An iterative topic model filtering framework for short and noisy user-generated data: analyzing conspiracy theories on twitter G Kant, L Wiebelt, C Weisser, K Kis-Katos, M Luber, B Säfken International Journal of Data Science and Analytics, 2022 | 15 | 2022 |
| Coherence based Document Clustering A Thielmann, C Weisser, T Kneib, B Säfken Proceedings of the IEEE 17th International Conference on Semantic Computing …, 2023 | 14 | 2023 |
| A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery P Semnani, M Bogojeski, F Bley, Z Zhang, Q Wu, T Kneib, J Herrmann, ... The Journal of Physical Chemistry C, 128(50), 21349–21367, 2024 | 10 | 2024 |
| The rhinobiome of exacerbated wheezers and asthmatics: insights from a German pediatric exacerbation network M Aydin, C Weisser, O Rué, M Mariadassou, S Maaß, AK Behrendt, ... Frontiers in Allergy 2, 667562, 2021 | 10 | 2021 |
| One-Class Support Vector Machine and LDA Topic Model Integration—Evidence for AI Patents A Thielmann, C Weisser, A Krenz Soft computing for biomedical and related applications (Studies in …, 2021 | 10 | 2021 |
| Probabilistic Topic Modelling with Transformer Representations A Reuter, A Thielmann, C Weisser, B Säfken, T Kneib IEEE Transactions on Neural Networks and Learning Systems, 2025 | 8 | 2025 |
| Identifying Topical Shifts in Twitter Streams: An Integration of Non-negative Matrix Factorisation, Sentiment Analysis and Structural Break Models for Large Scale Data M Luber, C Weisser, B Säfken, A Silbersdorff, T Kneib, K Kis-Katos Disinformation in open online media. 2021 (Lecture Notes in Computer Science …, 2021 | 6 | 2021 |
| One-way ticket to the moon? An NLP-based insight on the phenomenon of small-scale neo-broker trading G Kant, I Zhelyazkov, A Thielmann, C Weisser, M Schlee, C Ehrling, ... Social Network Analysis and Mining, 14 Article 121, 2024 | 5 | 2024 |
| Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models M Luber, A Thielmann, C Weisser, B Saefken arXiv:2111.10401, 2021 | 5 | 2021 |
| Using solar panels for business purposes: Evidence based on high-frequency power usage data C Weisser, F Lenel, Y Lu, K Kis-Katos, T Kneib Development Engineering, 6, Article e00166., 2021 | 5 | 2021 |
| STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module A Thielmann, A Reuter, C Weisser, G Kant, M Kumar, B Säfken Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 4 | 2024 |
| Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class A Thielmann, B Säfken, C Weisser Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 4 | 2024 |
| Privacy Estimation on Twitter: Modelling the Effect of Latent Topics on Privacy by Integrating XGBoost, Topic and Generalized Additive Models A Tillmann, L Kqiku, D Reinhardt, C Weisser, B Säfken, T Kneib Proceedings of the 2022 IEEE SmartWorld, Ubiquitous Intelligence & Computing …, 2022 | 4 | 2022 |
| Twitmo: A Twitter Data Topic Modeling and Visualization Package for R A Buchmüller, G Kant, C Weisser, B Säfken, K Kis-Katos, T Kneib arXiv:2207.11236, 2022 | 3 | 2022 |
Benjamin SäfkenData Science & Statistics, Institute of Mathematics, Clausthal University of TechnologyVerified email at tu-clausthal.de
