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Deena P. Francis
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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
1162022
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
552021
Major advancements in kernel function approximation
DP Francis, K Raimond
Artificial Intelligence Review 54, 843-876, 2021
182021
Validation of digital twins: challenges and opportunities
EY Hua, S Lazarova-Molnar, DP Francis
2022 Winter Simulation Conference (WSC), 2900-2911, 2022
142022
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
92021
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
92018
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
72020
A practical streaming approximate matrix multiplication algorithm
DP Francis, K Raimond
Journal of King Saud University-Computer and Information Sciences 34 (1 …, 2022
62022
A fast and accurate explicit kernel map
DP Francis, K Raimond
Applied Intelligence 50 (3), 647-662, 2020
62020
An improvement of the parameterized frequent directions algorithm
DP Francis, K Raimond
Data Mining and Knowledge Discovery 32 (2), 453-482, 2018
52018
Empirical evaluation of kernel pca approximation methods in classification tasks
DP Francis, K Raimond
arXiv preprint arXiv:1712.04196, 2017
52017
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
12023
Dimensionality reduction of large datasets with explicit feature maps
DP Francis, K Raimond, GJW Kathrine
Intelligent Decision Technologies 17 (2), 457-470, 2023
12023
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
12016
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
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