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Identification

Personal identification

Full name
Ankit Gupta

Citation names

  • Gupta, Ankit

Author identifiers

Ciência ID
9111-97C0-B28A
ORCID iD
0000-0002-2310-908X
Education
Degree Classification
2020/02/10 - 2023/02/10
Ongoing
 Doctor of Philosophy (Doutoramento)
Major in Informatics Engineering
Universidade da Madeira, Portugal
2013/08/12 - 2015/09/19
Concluded
 Master of Technology (Master)
Major in Computer Science and Engineering
Maharishi Markandeshwar University, India
"Processing Hyperspectral Images using Non-Linear Least Square Algorithm as an Optimization Method for Tensor Decomposition Model." (THESIS/DISSERTATION)
2008/08/06 - 2012/06/06
Concluded
 Bachelor of Technology (Bachelor)
Major in Bioinformatics
Jaypee University of Information Technology, India
"A web repository for Marker genes and their protein sequences of mitochondrial and neurodegenerative disorders" (THESIS/DISSERTATION)
Affiliation

Science

Category
Host institution 		Employer
2019/12/15 - 2021/03/31 Researcher (Research) Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal

Others

Category
Host institution 		Employer
2020/02/10 - 2023/02/10 Student Universidade da Madeira, Portugal
Universidade da Madeira, Portugal
Projects

Contract

Designation Funders
2019/12/15 - 2021/03/31 MITIExcell
M1420-01-0145-FEDER- 000002
PhD Student Fellow
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal
Ongoing
Outputs

Publications

Book
  1. Gupta, Ankit; Gupta, A.. Hyperspectral imaging: A brief introduction for beginners. New York, United States. 2017.
    Published
Book chapter
  1. Sharma, Ajay; Gupta, Ankit; Jaiswal, Varun. "Solving Image Processing Critical Problems Using Machine Learning". In Machine Learning for Intelligent Multimedia Analytics, 213-248. Springer Singapore, 2021.
  2. Vandana; Sethi, K.; Gupta, A.. "Computational approaches for malaria diagnosis using machine learning: A review". 231-255. 2021.
  3. Gupta, Ankit. "Multiple Machine Learning Models for Detection of Alzheimer’s Disease Using OASIS Dataset". 614-622. Springer International Publishing, 2020.
    10.1007/978-3-030-64849-7_54
Conference paper
  1. Gupta, Ankit. "Application and Analysis of Hyperspectal Imaging". 2019.
    10.1109/ispcc48220.2019.8988436
  2. Gupta, Ankit. "A Review and Analysis of Mobile Health Applications for Alzheimer Patients and Caregivers". 2018.
    10.1109/pdgc.2018.8745995
  3. "Machine Learning based Prediction of Anatomical Therapeutic Chemical (ATC) Class of Drug Like Molecule". 2018.
    10.1109/icrieece44171.2018.9009216
Journal article
  1. Ankit Gupta; Fábio Mendonça; Sheikh Shanawaz Mostafa; Antonio G. Ravelo-García; Fernando Morgado Dias. "Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms". Electronics (2023): https://www.mdpi.com/2079-9292/12/13/2954.
    10.3390/electronics12132954
  2. Fábio Mendonça; Sheikh Shanawaz Mostafa; Ankit Gupta; Erna Sif Arnardottir; Timo Leppänen; Fernando Morgado-Dias; Antonio G Ravelo-García. "A-phase index: an alternative view for sleep stability analysis based on automatic detection of the A-phases from the cyclic alternating pattern". Sleep 46 1 (2023): http://dx.doi.org/10.1093/sleep/zsac217.
    10.1093/sleep/zsac217
  3. Preety Baglat; Ahatsham; Fábio Mendonça; Ankit Gupta; Sheikh Shanawaz Mostafa; Fernando Morgado Dias. "Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review". Sensors (2023): https://www.mdpi.com/1424-8220/23/2/738.
    10.3390/s23020738
  4. "Availability and Performance of Face based Non-Contact Methods for Heart Rate and Oxygen Saturation estimations: A systematic review". Computer Methods and Programs in Biomedicine (2022): 106771-106771. http://dx.doi.org/10.1016/j.cmpb.2022.106771.
    10.1016/j.cmpb.2022.106771
  5. "A Motion and Illumination Resistant Non-contact Method using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm". IEEE Journal of Biomedical and Health Informatics (2022): 1-1. http://dx.doi.org/10.1109/jbhi.2022.3144677.
    10.1109/jbhi.2022.3144677
  6. Gupta, Ankit. "Processing Hyperspectral Images using Non-Linear Least Square Algorithm as an Optimization Method for Tensor Decomposition Model". International Journal of Computer Applications (2015): http://dx.doi.org/10.5120/ijca2015904872.
    10.5120/ijca2015904872
  7. Gupta, Ankit. "Conserved HIV Wide Spectrum Antipeptides-A Hope for HIV Treatment". Advanced Techniques in Biology & Medicine (2013): http://dx.doi.org/10.4172/2379-1764.1000102.
    10.4172/2379-1764.1000102
  8. Jaiswal, V.; Chanumolu, S.K.; Gupta, A.; Chauhan, R.S.; Rout, C.. "Jenner-predict server: Prediction of protein vaccine candidates (PVCs) in bacteria based on host-pathogen interactions". BMC Bioinformatics 14 1 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84879494011&partnerID=MN8TOARS.
    10.1186/1471-2105-14-211

Other

Other output
  1. A Comparative Analysis of Tensor Decomposition Models Using Hyper Spectral Image. 2015. Gupta, Ankit.
Distinctions

Award

2016 Senior Project Fellowship
CSIR Central Scientific Instruments Organisation, India
2012 Bioinformatics Industrial Training Programme
Union Government, India

Title

2019 Researcher
Universidade da Madeira Madeira Interactive Technologies Institute, Portugal