| A framework for data-driven digital twins of smart manufacturing systems J Friederich, DP Francis, S Lazarova-Molnar, N Mohamed Computers in Industry 136, 103586, 2022 | 163 | 2022 |
| Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions: Overview and challenges P Niloofar, DP Francis, S Lazarova-Molnar, A Vulpe, MC Vochin, G Suciu, ... Computers and Electronics in Agriculture 190, 106406, 2021 | 73 | 2021 |
| Validation of digital twins: challenges and opportunities EY Hua, S Lazarova-Molnar, DP Francis 2022 Winter Simulation Conference (WSC), 2900-2911, 2022 | 27 | 2022 |
| Major advancements in kernel function approximation DP Francis, K Raimond Artificial Intelligence Review 54, 843-876, 2021 | 21 | 2021 |
| Towards data-driven digital twins for smart manufacturing DP Francis, S Lazarova-Molnar, N Mohamed Proceedings of the 27th International Conference on Systems Engineering …, 2021 | 10 | 2021 |
| Modeling and simulation for decision support in precision livestock farming P Niloofar, S Lazarova-Molnar, DP Francis, A Vulpe, G Suciu, ... 2020 Winter Simulation Conference (WSC), 2601-2612, 2020 | 10 | 2020 |
| A random fourier features based streaming algorithm for anomaly detection in large datasets DP Francis, K Raimond Advances in big data and cloud computing, 209-217, 2018 | 9 | 2018 |
| A practical streaming approximate matrix multiplication algorithm DP Francis, K Raimond Journal of King Saud University-Computer and Information Sciences 34 (1 …, 2022 | 7 | 2022 |
| A fast and accurate explicit kernel map DP Francis, K Raimond Applied Intelligence 50 (3), 647-662, 2020 | 6 | 2020 |
| Machine learning methods for the detection of explosives, drugs and precursor chemicals gathered using a colorimetric sniffer sensor DP Francis, M Laustsen, E Dossi, T Treiberg, I Hardy, SH Shiv, ... Analytical Methods 15 (19), 2343-2354, 2023 | 5 | 2023 |
| An improvement of the parameterized frequent directions algorithm DP Francis, K Raimond Data Mining and Knowledge Discovery 32 (2), 453-482, 2018 | 5 | 2018 |
| Empirical evaluation of kernel pca approximation methods in classification tasks DP Francis, K Raimond arXiv preprint arXiv:1712.04196, 2017 | 5 | 2017 |
| Dimensionality reduction of large datasets with explicit feature maps DP Francis, K Raimond, GJW Kathrine Intelligent Decision Technologies 17 (2), 457-470, 2023 | 2 | 2023 |
| Comparison of machine learning techniques for the identification of the stages of Parkinson’s disease PF Deena, K Raimond Computational Intelligence, Cyber Security and Computational Models …, 2016 | 1 | 2016 |
| Classification of colorimetric sensor data using time series DP Francis, M Laustsen, H Babamoradi, J Mogensen, E Dossi, ... Artificial Intelligence and Machine Learning in Defense Applications III …, 2021 | | 2021 |
| A practical streaming approximate matrix multiplication algorithm (Sept, 10.1016/j. jksuci. 2018.09. 010, 2018) DP Francis JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES 32 (10 …, 2020 | | 2020 |
Sanja Lazarova-MolnarProfessor, Karlsruhe Institute of Technology & University of Southern DenmarkVerified email at kit.edu
