Deena P. Francis

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Greenhouse Gas Emissions

Empirical Evaluation

Kernel Function

Top Venues

Artif. Intell. Rev.

Comput. Electron. Agric.

Publications

Deena P. Francis, Kumudha Raimond, G. Jaspher W. Kathrine
Dimensionality reduction of large datasets with explicit feature maps. Intell. Decis. Technol. 17 (2) (2023)
Edward Y. Hua, Sanja Lazarova-Molnar, Deena P. Francis
Validation of Digital Twins: Challenges and Opportunities. WSC (2022)
Deena P. Francis, Kumudha Raimond
A practical streaming approximate matrix multiplication algorithm. J. King Saud Univ. Comput. Inf. Sci. 34 (1) (2022)
Jonas Friederich, Deena P. Francis, Sanja Lazarova-Molnar, Nader Mohamed
A framework for data-driven digitial twins of smart manufacturing systems. Comput. Ind. 136 (2022)
Deena P. Francis, Kumudha Raimond
Major advancements in kernel function approximation. Artif. Intell. Rev. 54 (2) (2021)
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 (2021)
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)
Deena P. Francis, Kumudha Raimond
A fast and accurate explicit kernel map. Appl. Intell. 50 (3) (2020)
Deena P. Francis, Kumudha Raimond
An improvement of the parameterized frequent directions algorithm. Data Min. Knowl. Discov. 32 (2) (2018)
Deena P. Francis, Kumudha Raimond
Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks. CoRR (2017)