Research Scholar
Department of Computer Science
School of Mathematics and Computational Sciences
University of Calicut, Kerala – 673635
Email: manjaryp_dcs[at]

github 512
google scholar 98212 youtube v2 512 lindin



Women Scientist Scheme-A (WOS-A) for Research in Basic/Applied Science from the Department of Science and Technology (DST) of the Government of India 



Book Chapters

  • Leveraging Heterogeneous Data for Fake News Detection
    Anoop K., Manjary P. Gangan, Deepak P., Lajish V. L., Linking and Mining Heterogeneous and Multi-view Data, Springer, Cham, 2019, ISBN: 978-3-030-01871-9,  DOI 10.1007/978-3-030-01872-6_10. [Paper][Pre-print]
  • The Impact of Online Product Reviews and Social Media Interactions on Consumer Purchase Behaviour Prediction: An Opinion Mining Perspective
    Lajish V. L., Anoop K., Manjary P. Gangan, Infinitude: Frontiers of Research in Mathematical and Computing Science, UGC-HRDC, University of Calicut, 2018, ISBN: 978-93-87398-82-5. [Paper]

Journal Articles

  • Distinguishing natural and computer generated images using Multi-Colorspace fused EfficientNet,
    Manjary P. Gangan, Anoop K., Lajish V. L., Journal of Information Security and Applications, Volume 68, 2022, 103261, Elsevier, ISSN 2214-2126, DOI: 10.1016/j.jisa.2022.103261, Impact Factor: 4.960 [Abstract][Paper][Dataset][Code][Pre-print]
  • Readers’ affect: predicting and understanding readers’ emotions with deep learning
    Anoop K., Deepak P., Savitha Sam Abraham, Lajish V. L., Manjary P. Gangan, Journal of Big Data, Vol. 9, Issue 1, Article number: 82, June 2022, pp. 1--31, Springer Nature, ISSN: 2196-1115, DOI: 10.1186/s40537-022-00614-2, Impact Factor: 10.835 [Paper][Datasets: RENh-4k and REN-10k][Webpage]
  • Online news popularity prediction before publication: effect of readability, emotion, psycholinguistics features
    Suharshala R., Anoop K., Manjary P. Gangan, Lajish V. L., IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 11, No. 2, pp. 539-545, June 2022, ISSN: 2252-8938, DOI: 10.11591/ijai.v11.i2.pp539-545 [Paper][Dataset]

International Conferences

  • Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias
    Anoop K., Manjary P. Gangan, Deepak P., Lajish V. L., Responsible Data Science. Lecture Notes in Electrical Engineering, vol. 940, 2022, Springer, Singapore, 7th International Conference on Data Science and Engineering (ICDSE 2021), IIT Patna, DOI: 10.1007/978-981-19-4453-6_2. [Paper][Github][Pre-print]
  • Indexing and Retrieval of Malayalam News Videos Based on Word Image Matching
    Manjary P. Gangan, Anoop K., Lajish V. L., International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, India, 2017, E-ISBN: 978-1-5090-6367-3, DOI: 10.1109/ICACCI.2017.8125989. [Paper]
  • Mathematical Morphology and Region Clustering Based Text Information Extraction from Malayalam News Videos
    Anoop K., Manjary P. Gangan, Lajish V. L., International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS)Advances in Signal Processing and Intelligent Recognition Systems, Springer, Cham, India, 2015,  Online ISBN 978-3-319-28658-7, DOI 10.1007/978-3-319-28658-7_37. [Paper][Code]

National Conferences

  • Word profile and DTW based approach of text recognition for retrieval in Malayalam News Videos
    Manjary P. Gangan, Anoop K., Lajish V. L., National Conference on Recent Trends in Computational Intelligence and Image Processing (RCIP), jointly organized by College of Engineering Vadakara and University of Calicut, 2016

Poster Presentations

  • Anomalous Weather Prediction in Kerala using Machine Learning Techniques
    Anjali T., Lajish V. L., Anoop K., Manjary P. Gangan, 32nd Kerala Science Congress, Abstract publisher: Kerala State Council for Science, Technology and Environment, 2020, ISBN: 978-81-942768-0-7. [Abstract]

Invited Talks

  • Convolutional Neural Networks - Theory and Experimental Experience, Five Day National Workshop on Artificial Intelligence, Sponsored by AICTE Training and Learning (ATAL), Organized by Department of Computer Science, School of Physical Sciences, Central University of Kerala, Kasargod, 1st October 2019
  • Numerical Computation and Data Visualisations in Python, Three-day Workshop on Computational Linguistics, at the Thunchath Ezuthachan Malayalam University, 15th – 17th November 2017
  • Two Day Workshop on Matlab organized by Institution of Engineers’ India, Students Vast Chapter (IEI) CSI, ISTE, Vidya Academy of Science & Technology, 22nd - 23rd January 2013
  • Workshop on Open Sources for Computer Vision & Image Processing, Amrita Vishwa Vidyapeetham, Coimbatore, 29th September - 12th October 2011    


Contact DCS

Department of Computer Science
University of Calicut
Tenjipalam PO
Malappuram, Kerala, INDIA 673635 
Phone : 0494-2407325
Email :