Publications

International Journal Publications[List as of October 2022]

1. 1. R. K. Mishra, S. Urolagin, J. A. A. Jothi, and K. Irani, “ Knowledge Based Topic Retrieval for Recommendations and Tourism Promotions,” International Journal of Information Management Data Insights, Elsevier (Under Review). [Scopus Index]

   2. R. K. Mishra, S. Urolagin, J. A. A. Jothi, and K. Irani, “Reinforcement Learning Based PoI Recommendation Systems for Tourists,” ACM Transactions on Asian and Low-Resource Language Information Processing(Under Review). [SCI, Q2]

   3. R. K. Mishra, S. Urolagin, J. A. A. Jothi, and P. Gaur, “Deep Hybrid Learning for Facial Expression Binary Classifications and Predictions,” Image and Vision Computing, Elsevier(Accepted on 13th-Oct-2022) [SCI, Impact Factor: 3.86, Q1]

   4. R. K. Mishra, H. Raj, S. Urolagin, J. A. A. Jothi, and N. Nawaz, “Cluster-Based Knowledge Graph and Entity-Relation Representation on Tourism Economical Sentiments,” Applied Sciences, vol. 12, no. 16, p. 8105, Aug. 2022, doi: 10.3390/app12168105 [SCI, Impact Factor: 3.86, Q2]

   5. S. Paliwal, A. Kumar, R.K. Mishra, N.Nawaz, and M. Senthilkumar, (2022). XGBRS Framework Integrated with Word2Vec Sentiment Analysis for Augmented Drug Recommendation. Computers, Materials & Continua. [SCIE, Impact Factor: 3.9, Q1]

   6. Singh, N.; Gunjan, V.K.; Kumar, A.; R.K. Mishra; Nawaz, N. SeisTutor: A Custom-Tailored Intelligent Tutoring System and Sustainable Education. Sustainability 2022, 14, 4167. https://doi.org/10.3390/su14074167 [SCI, Impact Factor: 3.889, Q1]

   7. Banerjee, K.; Bali, V.; Nawaz, N.; Bali, S.; Mathur, S.; R.K. Mishra; Rani, S. A Machine-Learning Approach for Prediction of Water Contamination Using Latitude, Longitude, and Elevation. Water 2022, 14, 728. https://doi.org/10.3390/w14050728 [SCIE, Impact Factor: 3.628, Q1]

   8. R.K. Mishra, S. Urolagin, J.A.A.Jothi, N. Nawaz and H. Ramkissoon, “Machine Learning based Forecasting Systems for Worldwide International Tourists Arrival” International Journal of Advanced Computer Science and Applications(IJACSA), 12(11), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0121107 [Web of Science, Scopus, Q3]

   9. R.K. Mishra, Urolagin S, Jothi JAA, Neogi AS and Nawaz N (2021) "Deep Learning-based Sentiment Analysis and Topic Modeling on Tourism During Covid-19 Pandemic". Front. Comput. Sci. 3:775368. doi: 10.3389/fcomp.2021.775368 [Web of Science, Scopus, ESCI, Cite Score: 1.8]

   10. S. Rani, R.K. Mishra et al., "Amalgamation of Advanced Technologies for Sustainable Development of Smart City Environment: A Review," in IEEE Access, doi: 10.1109/ACCESS.2021.3125527. [SCI, Impact Factor: 3.367, Q1]

   11. A. S. Neogi, K. A. Garg, R. K. Mishra, and Y. K. Dwivedi, “Sentiment analysis and classification of Indian farmers’ protest using twitter data,” Int. J. Inf. Manag. Data Insights, vol. 1, no. 2, p. 100019, Nov. 2021,doi: 10.1016/J.JJIMEI.2021.100019 [Scopus Index]

   12. K. Anand, S. Urolagin, and R. K. Mishra, “How does hand gestures in videos impact social media engagement -Insights based on deep learning,” Int. J. Inf. Manag. Data Insights, vol. 1, no. 2, p. 100036, Nov. 2021, doi: 10.1016/J.JJIMEI.2021.100036. [Scopus Index]

International Conference Publications [List as of October 2022]

1. R. K. Mishra, “Deep Learning Model for Multiclass Classification of Diabetic Retinal Fundus Images Using Gradient Descent Optimization” Springer International Conference ICASPACE21 in Hyderabad, India. ( Conference Date: 30th – 31st July 2021)

2. G.Rastogi, J.A. Arul Jothi, R. K. Mishra, "Tourist Spot Recommendation from Images Based on Age Group and Location for Dubai using Deep Transfer Learning," 2022 3rd 2022 8th International Conference on Signal Processing and Communication(ICSC 2022), (Accepted on 12th-October-2022)

3. P. Singh, R. K. Mishra, S. Urolagin and V. Sharma, "Enhancing Security by Identifying Facial Check-in using Deep Convolutional Neural Network," 2021 3rd International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), 2021, pp. 1006-1010, doi: 10.1109/ICAC3N53548.2021.9725635.

4. S. Machiraju, S. Urolagin, R. K. Mishra and V. Sharma, "Face Mask Detection using Keras, Opencv and Tensorflow by Implementing Mobilenetv2," 2021 3rd International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), 2021, pp. 1485-1489, doi: 10.1109/ICAC3N53548.2021.9725546.

5. Mehta, V., R.K. Mishra (2022). Machine Learning Based Fake News Detection on Covid-19 Tweets Data. In: Chaki, N., Devarakonda, N., Cortesi, A., Seetha, H. (eds) Proceedings of International Conference on Computational Intelligence and Data Engineering. Lecture Notes on Data Engineering and Communications Technologies, vol 99. Springer, Singapore.\\ https://doi.org/10.1007/978-981-16-7182-1-8

6. C. M. Sharma, K. Tomar, R. K. Mishra, and V. M. Chariar, “Indian Sign Language Recognition Using Fine-tuned Deep Transfer Learning Model,” SSRN Electron.J., Sep. 2021, doi: 10.2139/SSRN.3932929.

7. H. Raj and R. K. Mishra, “Data analysis of novel coronavirus based on multiple factors,” 2020 7th Int. Conf. Inf. Technol. Trends, ITT 2020, pp. 135–139, Nov. 2020, doi: 10.1109/ITT51279.2020.9320887

8. R. K. Mishra, S. Urolagin, and J. Angel Arul Jothi, “Sentiment analysis for POI recommender systems,” 2020 7th Int. Conf. Inf. Technol. Trends, ITT 2020, pp. 174–179, Nov. 2020, doi: 10.1109/ITT51279.2020.9320885.

9. R. K. Mishra, S. Urolagin, and A. A. J. Jothi, “A Sentiment analysis-based hotel recommendation using TF-IDF Approach,” Proc. 2019 Int. Conf. Comput. Intell. Knowl. Econ. ICCIKE 2019, pp. 811–815, Dec. 2019, doi:10.1109/ICCIKE47802.2019.9004385

Core PhD papers

• [1] R. K. Mishra, S. Urolagin, J. A. A. Jothi, A. S. Neogi, and N. Nawaz, “Deep Learning-based Sentiment Analysis and Topic Modeling on Tourism During Covid-19 Pandemic,” Front Comput Sci, vol. 3, p. 100, Nov. 2021, https://doi.org/10.3389/fcomp.2021.775368.

• [2] R. K. Mishra, S. Urolagin, J. A. A. Jothi, N. Nawaz, and H. Ramkissoon, “Machine Learning based Forecasting Systems for Worldwide International Tourists Arrival,” International Journal of Advanced Computer Science and Applications, vol. 12, no. 11, pp. 55–64, Jan. 2021, 10.14569/IJACSA.2021.0121107.

• [3] R. K. Mishra, H. Raj, S. Urolagin, J. A. A. Jothi, and N. Nawaz, “Cluster-Based Knowledge Graph and Entity-Relation Representation on Tourism Economical Sentiments,” Applied Sciences 2022, Vol. 12, Page 8105, vol. 12, no. 16, p. 8105, Aug. 2022, https://doi.org/10.3390/app12168105

• [4] R. K. Mishra, S. Urolagin, and J. Angel Arul Jothi, “Sentiment analysis for POI recommender systems,” 2020 7th International Conference on Information Technology Trends, ITT 2020, pp. 174–179, Nov. 2020, https://doi.org/10.1109/ITT51279.2020.9320885.

• [5] R. K. Mishra, S. Urolagin, and A. A. J. Jothi, “A Sentiment analysis-based hotel recommendation using TF-IDF Approach,” Proceedings of 2019 International Conference on Computational Intelligence and Knowledge Economy, ICCIKE 2019, pp. 811–815, Dec. 2019, 10.1109/ICCIKE47802.2019.9004385 .

Patent :

1. A Novel Indigenous Sustainable Vaccine Carrier for Maintenance of Cold Chain, Australian Patent ( Patent Application Number : 2021101099) ,

Details on http://pericles.ipaustralia.gov.au/ols/auspat/applicationDetails.do?applicationNo=2021101099

• Harshit Raj, and Ram Krishn Mishra, " Data Analysis of Novel Coronavirus Based on Multiple Factors", Accepted in 7^th IEEE conference ITT2020, Dec, 2020, Abu Dhabi, United Arab Emirates

• IEEE: https://ieeexplore.ieee.org/document/9320887

Presentation Video can be seen on Youtube