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Ani R.

Chairperson, Department of CSA, School of Computing, Amritapuri | Chairperson Ahead CS Programmes | Head, Statistical Cell and IQAC, Amritapuri | Assistant Professor (Sl. Gr.), School of Computing, Amritapuri

Qualification: BSc, MCA
anir@am.amrita.edu
Research Interest: Machine Learning

Bio

Ani R. currently serves as Chairperson CSA, Assistant Professor (Sl. Gr.) at the School of Computing and Chairperson Ahead CS programmes and Head Statistical Cell and IQAC, Amrita Vishwa Vidyapeetham, Amritapuri.

Publications

Conference Paper

Year : 2024

Smart Farming: IoT-Driven Crop Yield Prediction for Rice Cultivation

Cite this Research Publication : Nandana Sumesh, Navaneeth R, Vimal Raj, Vismaya Rajesh, Ani R, Smart Farming: IoT-Driven Crop Yield Prediction for Rice Cultivation, 2024 4th International Conference on Soft Computing for Security Applications (ICSCSA), IEEE, 2024, https://doi.org/10.1109/icscsa64454.2024.00110

Publisher : IEEE

Year : 2024

Computational Approaches for Drug Discovery: A Review of Artificial Intelligence Techniques for ADME/T Prediction and Virtual Screening

Cite this Research Publication : Deepak Menon, Achyut M Sharma, R Ani, Computational Approaches for Drug Discovery: A Review of Artificial Intelligence Techniques for ADME/T Prediction and Virtual Screening, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724127

Publisher : IEEE

Year : 2023

Machine Learning-Based Mortality Prediction of COVID-19 Patients

Cite this Research Publication : R. Ani, O. S. Deepa, M. Arundhathi, J. Darsana, Machine Learning-Based Mortality Prediction of COVID-19 Patients, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-19-7455-7_12

Publisher : Springer Nature Singapore

Year : 2019

Victory prediction in League of Legends using Feature Selection and Ensemble methods

Cite this Research Publication : R. Ani, Vishnu Harikumar, Arjun K. Devan, O.S. Deepa, Victory prediction in League of Legends using Feature Selection and Ensemble methods, 2019 International Conference on Intelligent Computing and Control Systems (ICCS), IEEE, 2019, https://doi.org/10.1109/iccs45141.2019.9065758

Publisher : IEEE

Year : 2018

Modified rotation forest ensemble classifier for medical diagnosis in decision support systems

Cite this Research Publication : Ani R., Jose, J., Wilson, M., and Deepa, O. S., “Modified rotation forest ensemble classifier for medical diagnosis in decision support systems”, in Advances in Intelligent Systems and Computing, 2018, vol. 564, pp. 137-146

Publisher : Advances in Intelligent Systems and Computing

Year : 2018

An Approach Towards Building an IoT Based Smart Classroom

Cite this Research Publication : Ani R., Krishna S., H, A., and U, A., “An Approach Towards Building an IoT Based Smart Classroom”, in International Conference on Advances in Computing, Communications and Informatics (ICACCI) Cite this publication, 2018

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI) Cite this publication

Year : 2017

Smart Specs: Voice assisted text reading system for visually impaired persons using TTS method

Cite this Research Publication : Ani R., Maria, E., Joyce, J. J., Sakkaravarthy, V., and Raja, M. A., “Smart Specs: Voice assisted text reading system for visually impaired persons using TTS method”, in 2017 International Conference on Innovations in Green Energy and Healthcare Technologies (IGEHT), Coimbatore, India, 2017

Publisher : 2017 International Conference on Innovations in Green Energy and Healthcare Technologies (IGEHT)

Year : 2017

IoT based patient monitoring and diagnostic prediction tool using ensemble classifier

Cite this Research Publication : Ani R., Krishna S., Anju, N., Sona, A. M., and Deepa, O. S., “IoT based patient monitoring and diagnostic prediction tool using ensemble classifier”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017, vol. 2017-January, pp. 1588-1593

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics,

Year : 2016

Random Forest Ensemble Classifier to Predict the Coronary Heart Disease Using Risk Factors

Cite this Research Publication : Ani R., Augustine, A., Akhil, N. C., and Dr. Deepa Gopakumar O. S., “Random Forest Ensemble Classifier to Predict the Coronary Heart Disease Using Risk Factors”, in Proceedings of the International Conference on Soft Computing Systems, 2016.

Publisher : Proceedings of the International Conference on Soft Computing Systems

Year : 2016

Decision Support system for diagnosis and prediction of Chronic Renal Failure using Random Subspace Classification

Cite this Research Publication : Dr. Deepa Gopakumar O. S., Ani R., Sasi, G., and Sankar, R., “Decision Support system for diagnosis and prediction of Chronic Renal Failure using Random Subspace Classification”, in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, India, 2016

Publisher : 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, Jaipur, India.

Journal Article

Year : 2023

Graph Convolutional Neural Network-Based Virtual Screening of Phytochemicals and In-Silico Docking Studies of Drug Compounds for Hemochromatosis

Cite this Research Publication : R. Ani, O. S. Deepa, Graph Convolutional Neural Network-Based Virtual Screening of Phytochemicals and In-Silico Docking Studies of Drug Compounds for Hemochromatosis, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2023, https://doi.org/10.1109/access.2023.3338735

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2023

Ligand Based Virtual Screening of Molecular Compounds in Drug Discovery Using GCAN Fingerprint and Ensemble Machine Learning Algorithm

Cite this Research Publication : R. Ani, O. S. Deepa, B. R. Manju, Ligand Based Virtual Screening of Molecular Compounds in Drug Discovery Using GCAN Fingerprint and Ensemble Machine Learning Algorithm, Computer Systems Science and Engineering, Tech Science Press, 2023, https://doi.org/10.32604/csse.2023.033807

Publisher : Tech Science Press

Year : 2020

TorBot: Open Source Intelligence Tool for Dark Web

Cite this Research Publication : P. S. Narayanan, R. Ani, Akeem T. L. King, TorBot: Open Source Intelligence Tool for Dark Web, Lecture Notes in Networks and Systems, Springer Singapore, 2020, https://doi.org/10.1007/978-981-15-0146-3_19

Publisher : Springer Singapore

Year : 2020

In silico Prediction Tool for Drug-likeness of Compounds based on Ligand based Screening

Cite this Research Publication : In silico prediction tool for drug-likeness of compounds based on ligand based screening, Ani, R., Anand, P.S., Sreenath, B., Deepa, O.S., International Journal of Research in Pharmaceutical Sciences, 2020, 11(4), pp. 6273–6281

Publisher : International Journal of Research in Pharmaceutical Sciences

Year : 2018

Virtual Screening of Drug Likeness using Tree Based Ensemble Classifier

Cite this Research Publication :
Ani R., Manohar, R., Anil, G., and Dr. Deepa Gopakumar O. S., “Virtual Screening of Drug Likeness using Tree Based Ensemble Classifier”, Biomedical and Pharmacology Journal, vol. 11, pp. 1513-1519, 2018

Publisher : Biomedical and Pharmacology Journal

Year : 2016

Rotation Forest Ensemble Algorithm for the Classification of Phytochemicals from the Medicinal Plants

Cite this Research Publication : Ani R. and Dr. Deepa Gopakumar O. S., “Rotation Forest Ensemble Algorithm for the Classification of Phytochemicals from the Medicinal Plants”, Journal of Chemical and Pharmaceutical Sciences, no. 4, pp. 14-17, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

Expectation – Maximization algorithm for protein – Ligand complex of HFE gene

Cite this Research Publication : Dr. Deepa Gopakumar O. S. and Ani R., “Expectation - Maximization algorithm for protein - Ligand complex of HFE gene”, Journal of Chemical and Pharmaceutical Sciences, vol. 2016, pp. 6-9, 2016

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

Docking studies of Hemochromatosis protein with various compounds of the medicinal plants

Cite this Research Publication :
Dr. Deepa Gopakumar O. S. and Ani R., “Docking studies of Hemochromatosis protein with various compounds of the medicinal plants”, Journal of Chemical and Pharmaceutical Sciences, no. 4, pp. 10-13, 2016

Publisher : Journal of Chemical and Pharmaceutical Sciences

Conference Proceedings

Year : 2021

Ensemble Machine Learning Approaches in Molecular Fingerprint based Virtual screening

Cite this Research Publication : Ensemble Machine Learning Approaches in Molecular Fingerprint based Virtual screening, Sreejesh Kumar, V.S., Aparna, K., Ani, R., Deepa, O.S. , 2021 2nd Global Conference for Advancement in Technology, GCAT 2021, 2021

Publisher : IEEE

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