Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks. - Deena P. Francis; Kumudha Raimond (CoRR, 2017)

An improvement of the parameterized frequent directions algorithm. - Deena P. Francis; Kumudha Raimond (Data Min. Knowl. Discov., 2018)

Modeling and Simulation for Decision Support in Precision Livestock Farming. - Parisa Niloofar; Sanja Lazarova-Molnar; Deena P. Francis; Alexandru Vulpe; George Suciu; Mihaela Balanescu (WSC, 2020)

A fast and accurate explicit kernel map. - Deena P. Francis; Kumudha Raimond (Appl. Intell., 2020)

Major advancements in kernel function approximation. - Deena P. Francis; Kumudha Raimond (Artif. Intell. Rev., 2021)

Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions: Overview and challenges. - Parisa Niloofar; Deena P. Francis; Sanja Lazarova-Molnar; Alexandru Vulpe; Marius-Constantin Vochin; George Suciu; Mihaela Balanescu; Vasileios Anestis; Thomas Bartzanas (Comput. Electron. Agric., 2021)

Validation of Digital Twins: Challenges and Opportunities. - Edward Y. Hua; Sanja Lazarova-Molnar; Deena P. Francis (WSC, 2022)

A framework for data-driven digitial twins of smart manufacturing systems. - Jonas Friederich; Deena P. Francis; Sanja Lazarova-Molnar; Nader Mohamed (Comput. Ind., 2022)

A practical streaming approximate matrix multiplication algorithm. - Deena P. Francis; Kumudha Raimond (J. King Saud Univ. Comput. Inf. Sci., 2022)

Dimensionality reduction of large datasets with explicit feature maps. - Deena P. Francis; Kumudha Raimond; G. Jaspher W. Kathrine (Intell. Decis. Technol., 2023)