Sofia D'souza

Employment

Employment history is unavailable.

Education

• National Institute of Technology Karnataka MTech
  2013 - 2015
• Manipal Institute of Technology PhD

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• Deep Learning-Based Modeling of Drug–Target Interaction Prediction Incorporating Binding Site Information of Proteins
  Interdisciplinary Sciences: Computational Life Sciences 2023 DOI: 10.1007/s12539-023-00557-z
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• Training recurrent neural networks as generative neural networks for molecular structures: how does it impact drug discovery?
  Expert Opinion on Drug Discovery 2022 DOI: 10.1080/17460441.2023.2134340
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• QSAR, molecular docking, molecular dynamics and MM-GBSA approach for identification of prospective benzotriazole-based SARS-CoV 3CL protease inhibitors
  Journal of Biomolecular Structure and Dynamics 2021 DOI: 10.1080/07391102.2021.2002718
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• Feature Selection and Modeling using Statistical and Machine learning Methods
  2020 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER) 2020 DOI: 10.1109/discover50404.2020.9278093
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• Machine learning models for drug–target interactions: current knowledge and future directions
  Drug Discovery Today 2020 DOI: 10.1016/j.drudis.2020.03.003
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• Empirical Analysis of MapReduce Job Scheduling with respect to Energy Consumption of Clusters
  2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER) 2019 DOI: 10.1109/discover47552.2019.9007941
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• A Combinatorial Computational Approach for Drug Discovery Against AIDS: Machine Learning and Proteochemometrics
  Global Virology III: Virology in the 21st Century 2019 DOI: 10.1007/978-3-030-29022-1_11
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• A combinatorial computational approach for drug discovery against AIDS: Machine learning and proteochemometrics
  Global Virology III: Virology in the 21st Century 2019 DOI: 10.1007/978-3-030-29022-1_11
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• Analysis of MapReduce scheduling and its improvements in cloud environment
  2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems, SPICES 2015 2015 DOI: 10.1109/SPICES.2015.7091470
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