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Journal Articles
- 2023
[j7]Deena P. Francis
, Kumudha Raimond, G. Jaspher W. Kathrine:
Dimensionality reduction of large datasets with explicit feature maps. Intell. Decis. Technol. 17(2): 457-470 (2023)- 2022
- [j6]Jonas Friederich, Deena P. Francis, Sanja Lazarova-Molnar, Nader Mohamed:
A framework for data-driven digitial twins of smart manufacturing systems. Comput. Ind. 136: 103586 (2022) - [j5]Deena P. Francis, Kumudha Raimond:
A practical streaming approximate matrix multiplication algorithm. J. King Saud Univ. Comput. Inf. Sci. 34(1): 1455-1465 (2022) - 2021
- [j4]Deena P. Francis, Kumudha Raimond:
Major advancements in kernel function approximation. Artif. Intell. Rev. 54(2): 843-876 (2021) - [j3]Parisa Niloofar, Deena P. Francis, Sanja Lazarova-Molnar, Alexandru Vulpe, Marius-Constantin Vochin, George Suciu, Mihaela Balanescu, Vasileios Anestis, Thomas Bartzanas:
Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions: Overview and challenges. Comput. Electron. Agric. 190: 106406 (2021) - 2020
- [j2]Deena P. Francis, Kumudha Raimond:
A fast and accurate explicit kernel map. Appl. Intell. 50(3): 647-662 (2020) - 2018
- [j1]Deena P. Francis, Kumudha Raimond:
An improvement of the parameterized frequent directions algorithm. Data Min. Knowl. Discov. 32(2): 453-482 (2018)
Conference and Workshop Papers
- 2022
- [c2]Edward Y. Hua, Sanja Lazarova-Molnar, Deena P. Francis:
Validation of Digital Twins: Challenges and Opportunities. WSC 2022: 2900-2911 - 2020
- [c1]Parisa Niloofar, Sanja Lazarova-Molnar, Deena P. Francis, Alexandru Vulpe, George Suciu, Mihaela Balanescu:
Modeling and Simulation for Decision Support in Precision Livestock Farming. WSC 2020: 2601-2612
Informal and Other Publications
- 2017
- [i1]Deena P. Francis, Kumudha Raimond:
Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks. CoRR abs/1712.04196 (2017)
Coauthor Index
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