Dr Manjary Gangan
Summary
Manjary P. Gangan is a Senior Research Associate in the Faculty of Business and Law at the University of Portsmouth. She holds a PhD in Computer Science and a Master of Technology in Computer Vision and Image Processing. She previously served as the Principal Investigator of a project under the Women Scientist Scheme–A for Research in Basic and Applied Sciences, funded by the Department of Science and Technology, Government of India.
Research interests
Machine Learning, Artificial Intelligence, Deepfake detection, Algorithmic Fairness, Digital Image Processing, Digital Mental Health, Natural Language Processing, Affective Computing
Research outputs
2024
Toward exploring fairness in visual transformer based natural and GAN image detection systems
P. Gangan, M., Kadan, A., V L, L.
16 Dec 2024, In: IEEE Transactions on Computational Social Systems. 12, 3, p. 1068-1079
Research output: Article
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection
Kadan, A., P, D., P. Gangan, M., Sam Abraham, S., V L, L.
1 Dec 2024, In: Knowledge and Information Systems. 66
Research output: Article
Understanding latent affective bias in large pre-trained neural language models
Kadan, A., P, D., Bhadra, S., P. Gangan, M., V L, L.
1 Jun 2024, In: Natural Language Processing Journal. 7, 17p., 100062
Research output: Article
2022
Towards an enhanced understanding of bias in pre-trained neural language models: a survey with special emphasis on affective bias
Kadan, A., P. Gangan, M., Deepak, P., Lajish , V. L.
15 Nov 2022,
Research output: Conference contribution
Distinguishing natural and computer generated images using Multi-Colorspace fused EfficientNet
P. Gangan, M., Kadan, A., V L, L.
1 Aug 2022, In: Journal of Information Security and Applications. 68, 13p., 103261
Research output: Article
Readers’ affect: predicting and understanding readers’ emotions with deep learning
Kadan, A., P, D., Sam Abraham, S., V L, L., P. Gangan, M.
20 Jun 2022, In: Journal of Big Data. 9, 31p., 82
Research output: Article
Online news popularity prediction before publication: effect of readability, emotion, psycholinguistics features
Rajagopal, S., Kadan, A., P. Gangan, M., V L, L.
1 Jun 2022, In: IAES International Journal of Artificial Intelligence. 11, 2, p. 539-545
Research output: Article