Dr. Praphula Jain - Publications

International Journals

Praphula Kumar Jain, Waris Quamer, Vijayalakshmi Saravanan, and Rajendra Pamula, "Employing BERTDCNN with Sentic Knowledge Base for Social Media Sentiment Analysis", Journal of Ambient intelligent and humanized, Springer, SCIE, Impact factor - 7.10, 2022.
Praphula Kumar Jain, Arjav Patel, Rajendra Pamula, and Saru Kumari, "Predicting airline customers’ recommendations using qualitative and quantitative contents of online reviews", Multimedia Tools and Applications, Springer, SCIE, Impact factor -2.75, 2022.
Arushi Jain, Annavarapu Chandra Sekhara Rao, Praphula Kumar Jain, Ajith Abraham, "Multi-type skin diseases classification using OP-DNN based feature extraction approach", Multimedia Tools and Applications, Springer, SCIE, Impact factor -2.75, 2022.
Praphula Kumar Jain, Mani Shankar Bajpai, and Rajendra Pamula, "A Modified DBSCAN Algorithm for Anomaly Detection in Time-series Data with Seasonality", International Arab Journal of Information Technology (2021), CCIS, SCIE, Impact factor-0.64, 2022.
Praphula Kumar Jain, Rajendra Pamula, and Gautam Srivastava, "A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews", Computer Science Review, Elsevier, SCIE, Impact factor -7.87, 2021.
Praphula Kumar Jain, Waris Quamer, Rajendra Pamula, and Vijayalakshmi Saravana. "SpSAN: Sparse Self-Attentive Network based Aspect-aware model for Sentiment Analysis", Journal of Ambient intelligent and humanized computing , Springer, SCIE, Impact factor - 7.10, 2021.
Waris Quamer, Praphula Kumar Jain, Arpit Rai, Vijayalakshmi Saravanan, Rajendra Pamula, and Chiranjeev Kumar, "SACNN: Self-Attentive Convolutional Neural Network Model for Natural Language Inference "ACM Transactions on Asian and Low-Resource Language Information Processing, ACM, SCIE, Impact factor -1.42, 2021.
Praphula Kumar Jain, Ephrem Admasu Yekun, Rajendra Pamula, and Gautam Srivastava. "Consumer recommendation prediction in online reviews using Cuckoo optimized machine learning models", Computers and Electrical Engineering, Elsevier, SCIE, Impact factor-2.66, 2021.
Praphula Kumar Jain, Vijayalakshmi Saravanan, and Rajendra Pamula, "A Hybrid CNN-LSTM: A Deep learning approach for consumer sentiment analysis using qualitative user-generated contents", ACM Transactions on Asian and Low-Resource Language Information Processing, ACM, SCIE, Impact factor -1.42, 2021.
Praphula Kumar Jain, Rajendra Pamula, Ephrem Admasu Yekun, "A multi-label ensemble predicting model to service recommendation from social media contents", The Journal of Supercomputing, Springer, SCIE, Impact factor - 2.47, 2021.
Praphula Kumar Jain, Rajendra Pamula, and Sarfraj Ansari. "A Supervised machine learning approach for the Credibility Assessment of User-Generated Content", Wirelesss Personal Communications, Springer, SCIE, Impact factor -1.06, 2021.
Amit Kumar Singh, Rajendra Pamula, Praphula Kumar Jain, Gautam Srivastava, "An efficient vehicular-relay selection scheme for vehicular communication", Soft computing, Springer, SCIE, Impact factor - 3.64, 2021.
Shukla, Siddharth, Praphula Kumar Jain, Ch Ramesh Babu, and Rajendra Pamula. "A Multivariate Regression Model for Identifying, Analyzing and Predicting Crimes. "Wireless Personal Communications, Springer, SCIE, Impact factor -1.06, 2020.
Praphula Kumar Jain, Waris Quamer, and Rajendra Pamula. "Sports result prediction using data mining techniques in comparison with base line model." OPSEARCH (2020): 1-17, ESCI and Scopus.
Praphula Kumar Jain, Madhur Jain, and Rajendra Pamula. "Explaining and predicting employees’ attrition: a machine learning approach." SN Applied Sciences 2.4 (2020): 1-11, ESCI and Scopus.

International Conferences

Kumari, Pooja, Praphula Kumar Jain, and Rajendra Pamula. "An efficient use of ensemble methods to predict students academic performance." 2018 4th International Conference on Recent Advances in Information Technology (RAIT). IEEE, 2018.
Punam, Kumari, Rajendra Pamula, and Praphula Kumar Jain. "A two-level statistical model for big mart sales prediction." 2018 International Conference on Computing, Power and Communication Technologies (GUCON). IEEE, 2018.
Praphula Kumar Jain, and Rajendra Pamula. "Two-step anomaly detection approach using clustering algorithm." International Conference on Advanced Computing Networking and Informatics. Springer, Singapore, 2019.
Gaurav Mishra, Praphula Kumar Jain, and Rajendra Pamula "Outlier detection using subset formation of clustering based method." International Conference on Advanced Computing Networking and Informatics. Springer, Singapore, 2019.
Praphula Kumar Jain, et al. "Airline recommendation prediction using customer generated feedback data." 2019 4th International Conference on Information Systems and Computer Networks (ISCON). IEEE, 2019.
Bai, Maddala Lakshmi, Rajendra Pamula, and Praphul Kumar Jain. "Tourist Recommender System using Hybrid Filtering." 2019 4th International Conference on Information Systems and Computer Networks (ISCON). IEEE, 2019.

Book Chapters

Praphula Kumar Jain, Waris Quamer, and Rajendra Pamula. "Electricity consumption forecasting using time series analysis." International Conference on Advances in Computing and Data Sciences. Springer, Singapore, 2018.
Praphula Kumar Jain, and Rajendra Pamula. "Content-Based Airline Recommendation Prediction Using Machine Learning Techniques." Machine Learning Algorithms for Industrial Applications. Springer, Cham, 2020. 185-194.
Praphula Kumar Jain, and Rajendra Pamula. "Sentiment Analysis in Airline Data: Customer Rating Based Recommendation Prediction Using WEKA." Machine Learning Algorithms for Industrial Applications. Springer, Cham, 2020. 53-65.