Title Dr. First Name ANKIT Last Name RAJPAL
Designation Assistant Professor
Department Department of Computer Science
Email arajpal@cs.du.ac.in
Webpage http://people.du.ac.in/~arajpal/
Phone.no 01127667591
Employement Info
Employee Type Nature Of Employment
Teaching Permanent
Educational Qualifications
Degree/Certification Name Institution Year of Completion
Ph.D. - Doctor of Philosophy Department of Computer Science, University of Delhi 2019
PG University of Delhi 2009
UG University of Delhi 2007
HSC CBSE 2004
SSC CBSE 2002
Qualifications
Examination Name Conducting Body Date of Passing
NET UGC 25-03-2013
Teaching Experience (Within Institution)
Designation Duration
Associate Lecturer 01-07-2009 To 01-07-2011 (2 years)
Assistant Professor 21-07-2011 To 25-11-2020 (9 years, 4 months, 4 days)
Assistant Professor 25-11-2020 To 06-07-2022 (1 years, 7 months, 11 days)
Research Supervision Overview
PhD Scholars Supervised PhD Degrees Awarded Theses Submitted
2 0 0
Research Publications
Title of Article Type of Publication Name of Journal ISSN Journal Volume Year Link to Article DOI (Digital Object Identifier)
Deep Learning-based NSCLC Classification from Whole-Slide Images: Leveraging Expectation-Maximization and InceptionV3 Research Papers in Scopus Listed Journals Procedia Computer Science 235 2024 https://www.sciencedirect.com/science/article/pii/S1877050924009050?via%3Dihub https://doi.org/10.1016/j.procs.2024.04.229
XL1R-Net: Explainable AI-driven Improved L1-Regularized Deep Neural Architecture for NSCLC Biomarker Identification Research Papers in Web of Science Listed Journals Computational Biology and Chemistry 1476-9271 108 https://www.sciencedirect.com/science/article/abs/pii/S1476927123001810 https://doi.org/10.1016/j.compbiolchem.2023.107990
Enlightening the Path to NSCLC Biomarkers: Utilizing the Power of XAI-guided Deep Learning Research Papers in Web of Science Listed Journals Computers Methods and Programs in Biomedicine 1872-7565 243 https://www.sciencedirect.com/science/article/pii/S0169260723005308?dgcid=author https://doi.org/10.1016/j.cmpb.2023.107864
CXRmark: A Watermarking Scheme for Chest X-Rays using Online Sequential Reduced Kernel ELM Research Papers in UGC listed Journals Circuits, Systems and Signal Processing 1531-5878 In Press https://link.springer.com/article/10.1007/s00034-023-02491-3 10.1007/s00034-023-02491-3
I-FLASH: Interpretable Fake News Detector using LIME And SHAP Research Papers in UGC listed Journals Wireless Personal Communications 0929-6212 131 https://link.springer.com/article/10.1007/s11277-023-10582-2 https://doi.org/10.1007/s11277-023-10582-2
I-LDD: an interpretable leaf disease detector Research Papers in Web of Science Listed Journals Soft Computing 1433-7479 Pre-Press https://link.springer.com/article/10.1007/s00500-023-08512-2 https://doi.org/10.1007/s00500-023-08512-2
XAI-CNVMarker: Explainable AI-based copy number variant biomarker discovery for breast cancer subtypes Research Papers in UGC listed Journals Biomedical Signal Processing and Control 1746-8108 84 https://www.sciencedirect.com/science/article/pii/S1746809423004123?dgcid=author https://doi.org/10.1016/j.bspc.2023.104979
XAI-MethylMarker: Explainable AI approach for biomarker discovery for breast cancer subtype classification using methylation data Research Papers in UGC listed Journals Expert Systems With Applications 0957-4174 225 https://authors.elsevier.com/sd/article/S0957-4174(23)00632-2 https://doi.org/10.1016/j.eswa.2023.120130
A Low-Resolution Real-Time Face Recognition using Extreme Learning Machine and its Variants Research Papers in UGC listed Journals The Imaging Science Journal 1368-2199 71 (5) https://www.tandfonline.com/doi/full/10.1080/13682199.2023.2183544 https://doi.org/10.1080/13682199.2023.2183544
An Explainable AI-driven Biomarker Discovery Framework for Non-Small Cell Lung Cancer Classification Research Papers in UGC listed Journals Computers in Biology and Medicine 0010-4825 153 https://www.sciencedirect.com/science/article/abs/pii/S0010482523000094 https://doi.org/10.1016/j.compbiomed.2023.106544
XAI-FR: Explainable AI-Based Face Recognition Using Deep Neural Networks Research Papers in UGC listed Journals Wireless Personal Communications 0929-6212 10127-z https://link.springer.com/article/10.1007/s11277-022-10127-z https://doi.org/10.1007/s11277-022-10127-z
ROSEmark: Robust Semi-blind ECG Watermarking Scheme using SWT-DCT Framework Research Papers in UGC listed Journals Digital Signal Processing 1051-2004 129 https://www.sciencedirect.com/science/article/abs/pii/S1051200422002652 https://doi.org/10.1016/j.dsp.2022.103648
MantaRayWmark: An Image Adaptive Multiple Embedding Strength Optimization based Watermarking using Manta Ray Foraging and Bi-directional ELM Research Papers in UGC listed Journals Expert Systems With Applications 0957-4174 200 https://www.sciencedirect.com/science/article/pii/S0957417422003104?casa_token=ObDUTVlU1KMAAAAA:Y5rw-0YHzJH43uhgvP_by5e7C5n6jGNxCHNjRycDMA1G3YHgk0MHqj58Mz8YPm4ApLw93YaLfvpb https://doi.org/10.1016/j.eswa.2022.116860
COV-ELM Classifier: An Extreme Learning Machine based Identification of COVID-19 using Chest X-Ray Images Research Papers in UGC listed Journals Intelligent Decision Technologies 1875-8843 16 https://content.iospress.com/articles/intelligent-decision-technologies/idt210055 10.3233/IDT-210055

A novel OS-ELM classifier based on HOG feature extraction and Viola Jones Algorithm for facial recognition Research Papers in Peer Reviewed Journals Issues in Information System 1529-7314 20 https://www.iacis.org/iis/2019/2_iis_2019_117-127.pdf https://www.iacis.org/iis/2019/2_iis_2019_117-127.pdf
A Novel fuzzy frame selection based watermarking scheme for MPEG-4 videos using Bi-directional extreme learning machine Research Papers in UGC listed Journals Applied Soft Computing 1568-4946 74 https://www.sciencedirect.com/science/article/abs/pii/S1568494618306112?via%3Dihub 10.1016/j.asoc.2018.10.043
Bi-directional extreme learning machine for semi-blind watermarking of compressed images Research Papers in UGC listed Journals Journal of Information Security and Applications 2214-2126 38 https://www.sciencedirect.com/science/article/abs/pii/S2214212617303162?via%3Dihub https://doi.org/10.1016/j.jisa.2017.11.008
Explaining Deep Learning-Based Leaf Disease Identification Research Papers in Web of Science Listed Journals Soft Computing 1433-7479 Acccepted 2024 (Accepted Only) Accepted
Robust Weighted General Performance Score for Various Classification Scenarios Intelligent Decision Technologies Research Papers in Web of Science Listed Journals Intelligent Decision Technologies Acccepted 2024 (Accepted Only) Accepted
Non-Journal Publications
Title of Publication Type of Publication Publisher Role ISBN Year Link to Publication Level
DWT and Quantization Based Digital Watermarking Scheme Using Kernel OS-ELM Chapters in Books Springer Co-Author 978-981-19-6406-0 https://link.springer.com/chapter/10.1007/978-981-19-6406-0_25 International
A Comprehensive Review on Digital Image Watermarking Chapters in Books CEUR Workshop Proceedings Co-Author 1613-0073 International
HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine Chapters in Books Springer Co-Author 978-3-030-24308-1 International
Fast semi-blind color image watermarking scheme using DWT and extreme learning machine Chapters in Books Springer Co-Author 978-3-319-62407-5 International
Fast digital watermarking of uncompressed colored images using bidirectional extreme learning machine Full Paper in Conference Proceedings/Other IEEE Co-Author 978-1-5090-6182-2 International
Multiple scaling factors based semi-blind watermarking of grayscale images using OS-ELM neural network Full Paper in Conference Proceedings/Other IEEE Co-Author 978-1-5090-2708-8 International
Extreme learning machine for semi-blind grayscale image watermarking in DWT domain Chapters in Books Springer Author 978-981-10-2738-3 International
Robust blind watermarking technique for color images using online sequential extreme learning machine Full Paper in Conference Proceedings/Other IEEE Author 978-1-4673-9354-6 International
Patents
Patent Title Patent Number Patent Level Patent Status
System and method for watermarking MPEG-4 Advanced Video Coding (AVC) videos 346917 National Published and Awarded on 16-09-2020
Talk Poster Presented
Name of the Activity Role Date of Activity
Fast digital watermarking of uncompressed colored images using bidirectional extreme learning machine Poster Presentation 18-05-2017
Multiple scaling factors based semi-blind watermarking of grayscale images using OS-ELM neural network Oral Presentation 07-08-2016
Extreme learning machine for semi-blind grayscale image watermarking in DWT domain Oral Presentation 24-09-2016
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