Journal Publications in 2021



  1. Jeyaraj, Rathinaraja, V. S. Ananthanarayana, and Anand Paul. "Fine-grained data-locality aware MapReduce job scheduler in a virtualized environment." Journal of Ambient Intelligence and Humanized Computing 11, no. 10 : 4261-4272.

  2. Hafeez Ali A, Sanjeev U Rao, Swaroop Ranganath, Ashwin T S, and Ram Mohana Reddy Guddeti, "A Google Glass Based Real-Time Scene Analysis for the Visually Impaired", IEEE Access, Vol. 9, pp. 166351-166369, First Publication Dated December 13, 2021 (SCI/Scopus).

  3. Natesha B V and Ram Mohana Reddy Guddeti, "Fog-based Intelligent Machine Malfunction Monitoring System for Industry 4.0", IEEE Transactions on Industrial Informatics, Vol. 17, Issue 12, pp. 7923-7932, Dec. 2021 (First Online 2 Feb. 2021),  (SCI/Scopus).

  4. Saurabh Agarwala, Aniketh Anagawadi and Ram Mohana Reddy Guddeti, "Detecting Semantic Similarity Of Documents Using Natural Language Processing", Elsevier Procedia Computer Science, Vol 189 (2021), pp. 128-135

  5. Natesha B V and Ram Mohana Reddy Guddeti, "Fog-based Intelligent Machine Malfunction Monitoring System for Industry 4.0", IEEE Transactions on Industrial Informatics, 2 Feb. 2021, DOI: 10.1109/TII.2021.3056076 (SCI/Scopus).

  6. Natesha B V and Ram Mohana Reddy Guddeti, "Adopting Elitism-based Genetic Algorithm for Minimizing Multi-objective Problems of IoT Service Placement in Fog Computing Environment", Elsevier Journal of Network and Computer Applications, 8 January 2021, (SCI/Scopus).

  7. Naik, Nagaraj, and Biju R. Mohan. "Intraday stock prediction based on deep neural network." National Academy Science Letters 43, no. 3 (2021): 241-246.

  8. Karthik K and Sowmya Kamath S, “Deep Neural Models for Automated Multi-task Diagnostic Scan Management - Quality Enhancement, View Classification and Report Generation”, Biomedical Physics & Engineering Express: 2021, Springer. (Scopus, ESCI)

  9. Mayya, Veena, Sowmya Kamath Shevgoor, Uma Kulkarni, Manali Hazarika, Prabal Datta Barua, and U. Rajendra Acharya. "Multi-Scale Convolutional Neural Network for Accurate Corneal Segmentation in Early Detection of Fungal Keratitis." Journal of Fungi 7, no. 10 (2021): 850, [DOI:10.3390/jof7100850 [SCI, IF: 5.816]

  10. Veena Mayya, Gokul S Krishnan, Sowmya Kamath S and Tushaar Gangavarapu, “Multi-channel, Convolutional Attention based Neural Model for Automated Diagnostic Coding of Unstructured Patient Discharge Summaries”, Future Generation Computer Systems, Elsevier, 2021 [Impact Factor: 7.187] 

  11. Mayya, Veena, Sowmya Kamath, and Uma Kulkarni. "Automated microaneurysms detection for early diagnosis of diabetic retinopathy: A Comprehensive review." Computer Methods and Programs in Biomedicine Update 1 (2021): 100013.

  12. Jayasimha, Aditya, Rahul Mudambi, P. Pavan, B. M. Lokaksha, Sanjay Bankapur, and Nagamma Patil. "An effective feature extraction with deep neural network architecture for protein-secondary-structure prediction." Network Modeling Analysis in Health Informatics and Bioinformatics 10, no. 1 (2021): 1-12.

  13. Anand Kumar, M., Padannayil, S.K. Transfer learning based code-mixed part-of-speech tagging using character-level representations for Indian languages (2021) Journal of Ambient Intelligence and Humanized Computing.

  14. Mehta, D., Dwivedi, A., Patra, A., Anand Kumar, M. Springer- Soc. Netw. Anal. Min. 11, 39 (2021). 

  15. Meshram, S., Anand Kumar, M. Long short-term memory network for learning sentences similarity using deep contextual embeddings. Springer - Int. j. inf. tecnol. (2021).

  16. Radarapu, R., Gopal, A.S.S., Nh, M., Anand Kumar, M.Video summarization and captioning using dynamic mode decomposition for surveillance. Springer Int. j. inf. tecnol. (2021).


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