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

github 512
google scholar 98212 youtube v2 512 lindin



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]
  • 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

  • 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 [Paper][Datasets: RENh-4k and REN-10k]
  • 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]
  • Automatic Video Annotation by Classification
    Manjary P. Gangan, Karthi R., International Journal of Advanced Research in Computer Science & Electronics Engineering (IJARCSEE), Volume 1, Issue 8, pp. 105-110, 2012, ISSN: 2277-9043
  • Automatic Image Annotation by Classification Using Mpeg-7 Features
    Manjary P. Gangan, Karthi R., International Journal of Scientific and Research Publications (IJSRP), Volume 2, Issue 9, pp.1-5, 2012, ISSN: 2250-3153

International Conferences

  • 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 :