R. Prasanna Kumar

According to our database, R. Prasanna Kumar authored at least 28 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Detoxifying language model outputs: combining multi-agent debates and reinforcement learning for improved summarization.

G. Bharathi Mohan, M. Gayathri, R. Prasanna Kumar

Lang. Resour. Evaluation, September, 2025

Enhancing pre-trained models for text summarization: a multi-objective genetic algorithm optimization approach.

G. Bharathi Mohan, R. Prasanna Kumar, R. Elakkiya

Multim. Tools Appl., July, 2025

DSAF: A Dual-Stage Attention Based Multimodal Fusion Framework for Medical Visual Question Answering.

K. Mukesh, Jayaprakash S. L, R. Prasanna Kumar

SN Comput. Sci., April, 2025

Telugu Language Analysis with XLM-RoBERTa: Enhancing Parts of Speech Tagging for Effective Natural Language Processing.

G. Bharathi Mohan, R. Prasanna Kumar, K. Krishna Jayanth, Srinath Doss

SN Comput. Sci., 2025

A dynamic ensemble learning based data mining framework for medical imbalanced big data.

M. Rithani, R. Prasanna Kumar, Ali Altalbe

Knowl. Based Syst., 2025

2024

QViLa: Quantum Infused Vision-Language Model for Enhanced Multimodal Understanding.

K. Mukesh, Jayaprakash S. L, R. Prasanna Kumar

SN Comput. Sci., December, 2024

Correction: An analysis of large language models: their impact and potential applications.

G. Bharathi Mohan, R. Prasanna Kumar, P. Vishal Krishh, A. Keerthinathan, G. Lavanya, Meka Kavya Uma Meghana, Sheba Sulthana, Srinath Doss

Knowl. Inf. Syst., November, 2024

An analysis of large language models: their impact and potential applications.

G. Bharathi Mohan, R. Prasanna Kumar, P. Vishal Krishh, A. Keerthinathan, G. Lavanya, Meka Kavya Uma Meghana, Sheba Sulthana, Srinath Doss

Knowl. Inf. Syst., September, 2024

QuCNet: Quantum-Inspired Convolutional Neural Networks for Optimized Thyroid Nodule Classification.

Gunti Swathi, Ali Altalbe, R. Prasanna Kumar

IEEE Access, 2024

AMOSI: Attention-Based Multimodal Sentiment Intensity Analysis with LSTM-CNN Architecture for Online Opinion Videos.

V. V. V. Bhagya Sree, G. Bharathi Mohan, R. Prasanna Kumar, M. Rithani, Gundala Pallavi

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Dual-Attention Protein Secondary Structure Prediction (DAPSS-Pred).

Gundala Pallavi, R. Prasanna Kumar, I. R. Oviya

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Image Caption Generation using Contrastive Language Image Pretraining.

G. Bharathi Mohan, R. Harigaran, P. Sri Varshan, Repakula Srimani, R. Prasanna Kumar, R. Elakkiya

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

MBTI Based Personality Prediction using Social Media Data.

R. Prasanna Kumar, G. Bharathi Mohan, M. Rithani, Gundala Pallavi

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Enhancing Disaster Awareness using BERT-Based Analysis of Twitter Chat.

M. Charan Kumar, D. Spoorthi Keya, G. Bharathi Mohan, M. Rithani, Gundala Pallavi, R. Prasanna Kumar

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Robust Hybrid Model for Social Media Sentiment Analysis.

Dingari Jahnavi, Sasank Sami, Sandeep Pulata, G. Bharathi Mohan, R. Prasanna Kumar

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Enhancing Road Semantic Segmentation Using Generative Adversarial Networks.

Vemireddy Anvitha, R. Elakkiya, G. Bharati Mohan, Gundala Pallavi, R. Prasanna Kumar

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

2023

A review on big data based on deep neural network approaches.

M. Rithani, R. Prasanna Kumar, Srinath Doss

Artif. Intell. Rev., December, 2023

MIMIC III Text classification with the generalization of BERT transformer model synergized with XGBoost classifier.

Viswanathan V, Sridevi S, R. Prasanna Kumar, Balachandran S

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Ensemble Integration of Deep Learning Models for Gender-Based Speech Emotion Recognition.

Gunti Swathi, R. Prasanna Kumar, G. Bharathi Mohan, Elakkiya R

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Application of Machine Learning and Deep Learning Algorithms in Predicting Virtual Network Functions for Network Function Virtualization.

Chereddy Spandana, Ippatapu Venkata Srisurya, Priyadharshini A R, Krithika S, S. Sridevi, R. Prasanna Kumar

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Novel hybrid classifier synergizing 3D_2D CNN with Support Vector Machine to enhance Hyperspectral image classification.

Sridevi S, V. V. V. Bhagya Sree, Sudarshan R, R. Prasanna Kumar, Shanmugakumar M, Balasubramanian Esakki, Surendar Ganesan, Balachandran S, Kanimozhi T, Jae Sung Choi, M. Rithani

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Generalized Deep-learning Models to Classify Allen Telescope Data.

Sridevi S, R. Prasanna Kumar, Abhivyakti Yadav, Jayant Toleti, D. Sai Sruthik Reddy, R. Kaif Ahmed, Gottipati Koushitha, Balachandran S, M. Rithani

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Sketch to Image synthesis using attention based contextual GAN.

Sudharson S, R. Prasanna Kumar, Shaik Nawab Mudassir

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Transformer-Based Models for Named Entity Recognition: A Comparative Study.

R. Prasanna Kumar, G. Bharathi Mohan, Parthasarathy Srinivasan, Venkatakrishnan R

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Hybrid Classical Quantum Neural Network based classification of Photonic Band Gap crystal structure defects.

Paayas P, Sridevi S, Kanimozhi T, Valliammai M, Mohanraj J, Vinodh Kumar N, Bakiya A, R. Prasanna Kumar, M. Rithani

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Quantum Kernel-aided Support Vector Machine Classifier for Improved Speech Classification.

Hasmitha Krishna N, Sridevi S, R. Prasanna Kumar

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Sarcasm Detection in Telugu and Tamil: An Exploration of Machine Learning and Deep Neural Networks.

R. Prasanna Kumar, G. Bharathi Mohan, Yamani Kakarla, Jayaprakash S. L, Kolla Gnapika Sindhu, Tekumudi Vivek Sai Surya Chaitanya, Bachu Ganesh, Nunna Hasmitha Krishna

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Identification of Landslides From Remote Sensing Satellite Imagery Using YOLOv7.

R. Prasanna Kumar, G. Bharathi Mohan, Rohith N. D, Mukesh K, Harish B, Yamani Kakarla

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023