Dr. Amilpur Santhosh
Assistant Professor
Office Address:
Faculty Block 335, Indian Institute of Information Technology,
Sri City, Chittoor, 630, Gnan Marg, Sri City, Satyavedu (Mandal)
Chittoor District - 517 646, Andhra Pradesh, India
Academic Qualifications
Education:
PhD [Computer Science and Engineering], 2022
National Institute of Technology, Warangal
Thesis Title: Machine Learning based Methods for diverse Regulatory Genome Signals and Drug Prediction
Thesis Title: Machine Learning based Methods for diverse Regulatory Genome Signals and Drug Prediction
Master of Technology (M.Tech): Indian Institute of Technology, Roorkee
Research Areas of Interest
Bioinformatics, Machine and Deep Learning
Awards / Honours
- Qualified GATE (Computer Science and Information Technology) in 2009, and 2010.
- Qualified UGC-NET for Assistant Professor in Computer Science and Applications in 2014
- Received GATE fellowship for M.Tech (IIT Roorkee), from Ministry of Human Resource Development, India from July 2010 to June 2012.
- Institute Fellowship (During PhD) from MHRD, Govt. of India from July 2018 to December 2021.
Projects
Publications
International Journals
- Santhosh Amilpur and Raju Bhukya. "EDeepSSP: Explainable deep neural networks for exact splice sites prediction". Journal of Bioinformatics and Computational Biology, Volume 18, No. 04, 22 July 2020, 2050024. (SCIE, World Scientific, IF: 1.204) https://doi.org/10.1142/S0219720020500249
- Santhosh Amilpur and Raju Bhukya. "Predicting novel drug candidates against Covid-19 using generative deep neural networks". Journal of Molecular Graphics and Modelling, Volume 110, 08045, January 2022. (SCI, Elseiver, IF: 2.942) https://doi.org/10.1016/j.jmgm.2021.108045
- Chandra Mohan Dasari, Santhosh Amilpur
and Raju Bhukya. “Exploring variable-length features (motifs) for predicting binding sites through interpretable deep neural networks”. Engineering Applications of Artificial Intelligence, Volume 106, November 2021, 104485 (SCI, Elsevier Impact Factor: 7.802). https://doi.org/10.1016/j.engappai.2021.104485 - Kaushik Bhargav Sivangi, Chandra Mohan Dasari, Santhosh Amilpur and Raju Bhukya. “NoAS-DS: Neural Optimal Architecture Search for detection of diverse DNA Signals”. Neural Networks. Volume 147, March 2022, 63-71. (SCIE, Elsiever, Impact Factor: 9.657). https://doi.org/10.1016/j.neunet.2021.12.009.
- Raju Bhukya, Archana Kumari, Santhosh Amilpur, Chandra Mohan Dasari. “PPred-PCKSM: A multi-layer promoter predictor for determining promoter and its variants using position based features”. Journal of Computational Biology and Chemistry. Volume 97, April 2022, 107623 (SCIE, Elsiever, Impact Factor: 3.737). https://doi.org/10.1016/j.compbiolchem.2022.107623
- Santhosh Amilpur and Raju Bhukya. "A sequence based two layer predictor for identifying enhancers and their strength through enhanced feature extraction". Journal of Bioinformatics and Computational Biology Volume 20, No. 01, 22 January 2022, 2250005. (SCIE, World Scientific, IF: 1.204) DOI: 10.1142/S0219720022500056
- Raju Bhukya, Archana Kumari, Chandra Mohan Dasari, Santhosh Amilpur. “An attention based hybrid deep neural networks for accurate identification of transcription factor binding sites”. Neural computing and Applications. (SCIE, Springer, IF: 5.102) DOI: https://doi.org/10.1007/s00521-022-07502-z
Students
Work Experience
- Assistant Professor (October 2022 – till date) - IIIT Sri City, Andhra Pradesh, India
- Assistant Professor (January 2022 – October 2022) – SR University, Warangal, India
- Assistant Professor (September 2014 – July 2018) – GITAM University, Hyderabad, India
- Assistant Professor (July 2012 – August 2014) – PRATAP University, Jaipur India
Contact Information
Address for Communication:
Faculty Block 335, Indian Institute of Information Technology,
Sri City, Chittoor, 630, Gnan Marg, Sri City, Satyavedu (Mandal)
Chittoor District - 517 646, Andhra Pradesh, India
Sri City, Chittoor, 630, Gnan Marg, Sri City, Satyavedu (Mandal)
Chittoor District - 517 646, Andhra Pradesh, India
