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Home > Prof.(Dr.) Anuj Mohamed

Prof.(Dr.) Anuj Mohamed

 

Prof.(Dr.) Anuj Mohamed 

Professor
MCA (NIT, Calicut)

Ph.D. (Mahatma Gandhi University)

 

Contact

Email: anujmohamed@mgu.ac.in

 

Research Publications (Selected)

  • Presannakumar, K., Mohamed, A. (2023). Source identification of weak audio signals using attention based convolutional neural network. Applied Intelligence, Springer. https://doi.org/10.1007/s10489-023-04973-y (SCIE IF: 5.3)

  • Presannakumar, K., & Mohamed, A. (2023). Deep learning based source identification of environmental audio signals using optimized convolutional neural networks. Applied Soft Computing, Elsevier. https://doi.org/10.1016/j.asoc.2023.110423 (SCIE IF: 8.7)

  • Shahna K U and Anuj Mohamed,(2021). “Novel Hyper Chaotic Color Image Encryption Based on Pixel and Bit Level Scrambling with Diffusion”, Signal Processing: Image Communication, Vol. 99, Elsevier. https://doi.org/10.1016/j.image.2021.116495 (SCIE IF: 3.5)

  • Shahna K.U., Anuj Mohamed, (2020).A Novel Image Encryption Scheme Using Both Pixel Level and Bit Level Permutation with Chaotic Map, Applied Soft Computing, Vol. 90, Elsevier. https://doi.org/10.1016/j.asoc.2020.106162 (SCIE IF: 8.7)

  • Anuj Mohamed, K.N. Ramachandran Nair (2012) HMM/ANN Hybrid Model for Continuous Malayalam Speech Recognition, Procedia Engineering, Vol.30, pp. 616-622, Elsevier.

  • Presannakumar, K., Mohamed, A. (2024). Fusion Spectrogram for Sound Classification Using 2D Convolutional Neural Network. In: Gabbouj, M., Pandey, S.S., Garg, H.K., Hazra, R. (eds) Emerging Electronics and Automation. E2A 2022. Lecture Notes in Electrical Engineering, vol 1088. Springer, Singapore. https://doi.org/10.1007/978-981-99-6855-8_49

  • Krishna Presannakumar, Anuj Mohamed, (2024). An Enhanced Approach for Environmental Sound Classification Using Multi-window Augmentation. In: Yeom, S. (eds) 4th International Conference on Electronics and Signal Processing. ICESP 2023. Signals and Communication Technology. Springer, Cham. https://doi.org/10.1007/978-3-031-36670-3_6, ISBN: 978-3-031-36669-7.

  • Jerome, S., Mohamed, A. (2022). An Efficient Text Detection and Recognition Framework for Natural Scene Images. In: Smys, S., Lafata, P., Palanisamy, R., Kamel, K.A. (eds) Computer Networks and Inventive Communication Technologies. Lecture Notes on Data Engineering and Communications Technologies, vol 141. Springer, Singapore. https://doi.org/10.1007/978-981-19-3035-5_39 W

  • Shahna K.U., Mohamed A. (2021) A Novel Image Encryption Technique Using Multiple One Dimensional Chaotic Map. In: Abraham A. et al. (eds) Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020). SoCPaR 2020. Advances in Intelligent Systems and Computing, vol 1383. Springer, Cham. https://doi.org/10.1007/978-3-030-73689-7_84 Print ISBN 978-3-030-73688-0

  • Presannakumar K., Mohamed A. (2021) An Enhanced Method for Review Mining Using N-Gram Approaches. In: Raj J.S., Iliyasu A.M., Bestak R., Baig Z.A. (eds) Innovative Data Communication Technologies and Application. Lecture Notes on Data Engineering and Communications Technologies, vol 59. pp.615-626, Springer, Singapore. https://doi.org/10.1007/978-981-15-9651-3_51

  • Nagarjan S., Mohamed A. (2020) A Combined Fuzzy Soft Set—Machine Learning Approach for Effective Party Recommendation. In: Kumar A., Paprzycki M., Gunjan V. (eds) ICDSMLA 2019. Lecture Notes in Electrical Engineering, vol 601. Springer, Singapore. https://doi.org/10.1007/978-981-15-1420-3_44 ISBN: 978-981-15-1420-3

  • Shahna K.U., Anuj Mohamed (2019) An Image Encryption Technique using Henon Map and Josephus Traversal, Advances in Intelligent Systems and Computing: Innovations in Bio-Inspired Computing and Applications, (A. Abraham et al., eds.), Vol 939, pp. 375-385, Springer. https://doi.org/10.1007/978-3-030-16681-6_37

  • Sharanya Nagarajan, Anuj Mohamed (2019) An Effective Approach for Party Recommendation in Voting Advice Application, Advances in Intelligent Systems and Computing : Innovations in Bio-Inspired Computing and Applications, (A. Abraham et al., eds.), Vol 939, pp. 118-128, Springer.

  • Anuj Mohamed (2017) Automatic Speech Recognition: Need for Advanced Research, Globalisation and India’s Innovation Systems: A ‘Creative Destruction?’, (Girish Kumar, edr.), Mahatma Gandhi University, pp. 228-231, 2017.ISBN 978-93-80419-35-0.

  • Sneha Jacob, Anuj Mohamed (2017) Creative Destruction through Internet of Things and its Impact on Indian Startups, Globalisation and India’s Innovation Systems: A ‘Creative Destruction?’ (Girish Kumar, edr.), Mahatma Gandhi University, pp. 231-236, 2017.ISBN 978-93-80419-35-0.

  • Anuj Mohamed, K.N. Ramachandran Nair (2015) Enhancing HMM Based Malayalam Continuous Speech Recognizer using Artificial Neural Networks, Smart Innovation, Systems and Technologies: Computational Intelligence in Data Mining (L.C. Jain et al., eds.), Vol. 32, No. 2, pp. 259-267, Springer. ISBN: 978-81-322-2208-8. ISSN: 2190-3018

  • Anuj Mohamed, K.N. Ramachandran Nair (2015) Connectionist Approach for Emission Probability Estimation in Malayalam Continuous Speech Recognition, Advances in Intelligent Systems and Computing: Information Systems Design and Intelligent Applications (Mandal et al., eds.), Vol. 339, No.1, pp. 343-350, Springer, 2015. ISBN:978-81-322-2250-7. ISSN: 2194-5357

International Conferences (Selected)

  1. S. Jacob and A. Mohamed (2022) “An Expeditious kNN Algorithm for Massive IoT Data Classification,” 2022 International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS), Kochi, India, 2022, pp. 1-6. doi: 10.1109/IC3SIS54991.2022.9885354. IEEE Xplore ISBN: 978-1-6654-6883-1

  1. Ceena Mathews, Anuj Mohamed (2022) Deep Classification of Glioma Grade using 3D Wavelet Features, IEEE International Conference for Advancement in Technology,(ICONAT) ,Goa, India. 21.01.22 & 22.01.22 https://ieeexplore.ieee.org/xpl/conhome/9725432/proceeding

 

  1. Sneha Jacob, Anuj Mohamed (2020) AdvancedKSort: An Expeditious Sorting Technique for Data Analytics, International Conference on Statistical applications in Data Analytics and Data Science, Amrita Vishwa Vidyapeetham, Coimbatore, 2020.

  1. Ceena Mathews, Anuj Mohamed (2020) Review of Automatic Segmentation of MRI Based Brain Tumour using U-Net Architecture, Fourth International Conference on Inventive Systems and Control (ICISC), Coimbatore, pp. 46-50, 2020. IEEE Xplore ISBN No: 978-1-7281- 2813-9.

  1. Simmi John, Anuj Mohamed (2020) Performance Comparison of Supervised Classification Methods in Predicting Students’ Performance, International Conference on Statistical applications in Data Anlyatics and Data Science, Amrita Vishwa Vidyapeetham, Coimbatore 2020.

  1. Shahna K U, Anuj Mohamed (2018) An Image Encryption Technique using Logistic Map and Z-order Curve, IEEE International Conference on Emerging Trends and Innovations in Engineering and Technological Research, 2018. Electronic ISBN:978-1-5386-5744-7

  2. Anuj Mohamed, K.N. Ramachandran Nair (2010) Continuous Malayalam Speech Recognition using Hidden Markov Models, in Proc. 1st Amrita-ACM-W Celebration on Women in Computing, pp. 326-329, 2010. ACM Digital Library, ISBN: 978-1-4503-0194-7

Research Interests

Machine Learning and Artificial Intelligence, Speech and Signal Processing, Computer Vision.

PhD Awarded: 2 Ongoing: 8

E-Contents

  • Contributed a module on “Approaches and Components of e-learning” to the MOOC Course “Instructional Design” offered under the SWAYAM Platform by Dr. Sajna Jaleel, School of Pedagogical Sciences, Mahatma Gandhi University, Kottayam.

  • Developed a Short Learning Object on the topic “Artificial Intelligence”, as part of Faculty Training Programme on MOOCs and E- Content Development.

  • Developed a video tutorial on the topic “MOODLE- Forums” for the one week online Faculty Training Programme on “Vidyamrutam” the LMS of Mahatma Gandhi University

Project

Co-Principal Investigator: Project sanctioned under RUSA 2.0 – Study and Analysis of Automated Examination Systems in Indian Higher Educational Institutions and Design and Development of a Unique Model for Mahatma Gandhi University (106.4 Lakhs).

Academic Positions and Extension Activities

• Headship of the School (2.08.2004 to 7.06.2005, 15.03.2009 to 7.02.2011, 16.05.2017 to 17.05.2020)

• Dean Faculty of Technology and Applied Sciences, Mahatma Gandhi University (14.01.2019 – 13.01.2021)

• Member, Project Implementation Group (PIG), DST- PURSE-Phase II, Mahatma Gandhi University (16.05.2017 – 17.05.2020).

• Member, Executive Committee, Business Innovation and Incubation Centre, Mahatma Gandhi University (16.05.2017 – 17.05.2020).

• Member, Internal Quality Assurance Cell (IQAC), Mahatma Gandhi University (21.8.2014 -20.6.2017)

• Member, Academic Council, Mahatma Gandhi University (2004-05, 2009-11, 2017-20)

• Convenor, Anti-Harassment Cell of the University 10.8.2010 – 9.8.2012.

• Patron, Computer Science Students’ Association (C$$A) of the School (2004-2005, 2009-2011, 2017-2020)

• One of the Co-ordinators of the Spoken Tutorial Project (an initiative of NMEICT, Ministry of Human Resource Development, Govt. of India), in the University.

• IQAC Co-ordinator, School of Computer Sciences.

• Member, Board of Studies, School of Computer Sciences, Mahatma Gandhi University.

• Faculty Mentor, Student Start-up Projects incubated under Business Innovation and Incubation Centre, Mahatma Gandhi University.

• Member, Centre for Internal Quality Assurance (CIQA), School of Distance Education, Mahatma Gandhi University.

Membership in Professional Bodies

• Life Member – IAENG (International Association of Engineers)

• Professional Member – ACM (Association of Computing Machinery).

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