Hybrid convolutional bidirectional recurrent neural network based sentiment analysis on movie reviews. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Comput. Intell., 2021)

Analysis of Sentiment on Movie Reviews Using Word Embedding Self-Attentive LSTM. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Int. J. Ambient Comput. Intell., 2021)

Self-attention based sentiment analysis with effective embedding techniques. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Int. J. Comput. Appl. Technol., 2021)

Attention-Based Convolution Bidirectional Recurrent Neural Network for Sentiment Analysis. - Soubraylu Sivakumar; Haritha D.; N. Sree Ram; Naveen Kumar; Rama Krishna G.; Dinesh Kumar A. (Int. J. Decis. Support Syst. Technol., 2022)

Context-aware sentiment analysis with attention-enhanced features from bidirectional transformers. - Soubraylu Sivakumar; Ratnavel Rajalakshmi (Soc. Netw. Anal. Min., 2022)

Intelligent and assisted medicine dispensing machine for elderly visual impaired people with deep neural network fingerprint authentication system. - Soubraylu Sivakumar; S. S. Sridhar; Ratnavel Rajalakshmi; M. Pushpalatha; S. Shanmugan; G. Niranjana (Internet Things, 2023)