Overview
Profile summary
Dr. Nancy Girdhar is currently a Lecturer in School of Engineering, Computing and Mathematics at the University of Plymouth. She was awarded a Ph.D. in Computer Science from Jawaharlal Nehru University, India, in 2019 and a Master’s degree in Computer Science and Technology from the same university in 2015. She was awarded the UGC-CSIR Fellowship, India (2017–2019) and has qualified for the UGC-NET, India (2015). Her teaching experience includes roles as an Assistant Professor at prestigious universities, where she taught machine learning, and artificial intelligence, while supervising undergraduate and postgraduate research projects.
Her research primarily focuses on the intersection of artificial intelligence, machine learning, and natural language processing, with specific expertise in signed social network analysis, and document layout analysis. She has contributed to several projects, including the NewsEye project, which received funding from the European Union’s Horizon 2020 program and was honored with the European Heritage Award / Europa Nostra Award in 2024. Additionally, she has been involved in other funded projects such as Accessibilité des Nouvelles de Nouvelle-Aquitaine (ANNA) and Au-delà des Pyrénées (PyPA), both supported by Nouvelle-Aquitaine Regional France, as well as ENP-CHINA, funded by the European Research Council. Her research contributions have been recognized internationally, with several awards, including the Best Paper Award at ICADL 2023, SIGMA 2018, and ICIIC 2017. For more information Google Scholar.
External positions
Senior Postdoctoral Researcher, University of La Rochelle
Mar 2022 → Nov 2024
Research Interests
- Machine learning
- Artificial Intelligence
- Natural Language Processing
- Computer Vision
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 4 Quality Education
-
SDG 9 Industry, Innovation, and Infrastructure
-
SDG 17 Partnerships for the Goals
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
A comprehensive review of frugal artificial intelligence: challenges, applications, and the road to sustainable AI
Girdhar, N., Raj, A., Sharma, D., Singh, V., Doucet, A. & Renz, M., 6 Aug 2025, In: Soft Computing. 29, 13-14, p. 4823-4856 34 p.Research output: Contribution to journal › Article › peer-review
-
Ar-Q-Former: Historical Newspaper Article Separation Based on Multimodal Transformer Structure
Sun, W., Girdhar, N., Thi Hong Tran, H., González-Gallardo, C.-E., Coustaty, M. & Doucet, A., 17 Sept 2025, The 19th International Conference on Document Analysis and Recognition (ICDAR-2025). p. 476–492Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review
-
A Survey of Image Forensics: Exploring Forgery Detection in Image Colorization
Agarwal, S., Sharma, D., Girdhar, N., Kim, C. & Jung, K.-H., 30 Jul 2025, In: Computers, Materials and Continua. 84, 3, p. 4195-4221 27 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile37 Downloads (Pure) -
An Integrated Machine Learning and IoT based Approach for Enhanced Healthcare Efficiency and Personalized Treatment
Singh, J., Singh, N. P., Hasan, D. S., Shelke, N. A., Namdev, A. & Girdhar, N., 2024, 23rd International Conference on Intelligent Systems Design and Applications.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review
-
Benchmarking du jeu de données NAS pour la séparation d'articles dans la presse ancienne
Girdhar, N., Coustaty, M. & Doucet, A., 2024, COnférence en Recherche d’Information et Applications (CORIA)-2024.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review