R. Prasanna Kumar

28 papers Journal 10Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
A dynamic ensemble learning based data mining framework for medical imbalanced big data.
Knowl. Based Syst.
M. Rithani, R. Prasanna Kumar, Ali Altalbe
2025 J jnl
DSAF: A Dual-Stage Attention Based Multimodal Fusion Framework for Medical Visual Question Answering.
SN Comput. Sci.
K. Mukesh, Jayaprakash S. L, R. Prasanna Kumar
2025 J jnl
Detoxifying language model outputs: combining multi-agent debates and reinforcement learning for improved summarization.
Lang. Resour. Evaluation
G. Bharathi Mohan, M. Gayathri, R. Prasanna Kumar
2025 J jnl
Enhancing pre-trained models for text summarization: a multi-objective genetic algorithm optimization approach.
Multim. Tools Appl.
G. Bharathi Mohan, R. Prasanna Kumar, R. Elakkiya
2025 J jnl
Telugu Language Analysis with XLM-RoBERTa: Enhancing Parts of Speech Tagging for Effective Natural Language Processing.
SN Comput. Sci.
G. Bharathi Mohan, R. Prasanna Kumar, K. Krishna Jayanth, Srinath Doss
2024 — conf
AMOSI: Attention-Based Multimodal Sentiment Intensity Analysis with LSTM-CNN Architecture for Online Opinion Videos.
ICCCNT
V. V. V. Bhagya Sree, G. Bharathi Mohan, R. Prasanna Kumar, M. Rithani, Gundala Pallavi
2024 J jnl
An analysis of large language models: their impact and potential applications.
Knowl. Inf. Syst.
G. Bharathi Mohan, R. Prasanna Kumar, P. Vishal Krishh, A. Keerthinathan, G. Lavanya, Meka Kavya Uma Meghana, Sheba Sulthana, Srinath Doss
2024 J jnl
Correction: An analysis of large language models: their impact and potential applications.
Knowl. Inf. Syst.
G. Bharathi Mohan, R. Prasanna Kumar, P. Vishal Krishh, A. Keerthinathan, G. Lavanya, Meka Kavya Uma Meghana, Sheba Sulthana, Srinath Doss
2024 — conf
Dual-Attention Protein Secondary Structure Prediction (DAPSS-Pred).
ICCCNT
Gundala Pallavi, R. Prasanna Kumar, I. R. Oviya
2024 — conf
Enhancing Disaster Awareness using BERT-Based Analysis of Twitter Chat.
ICCCNT
M. Charan Kumar, D. Spoorthi Keya, G. Bharathi Mohan, M. Rithani, Gundala Pallavi, R. Prasanna Kumar
2024 — conf
Enhancing Road Semantic Segmentation Using Generative Adversarial Networks.
ICCCNT
Vemireddy Anvitha, R. Elakkiya, G. Bharati Mohan, Gundala Pallavi, R. Prasanna Kumar
2024 — conf
Image Caption Generation using Contrastive Language Image Pretraining.
ICCCNT
G. Bharathi Mohan, R. Harigaran, P. Sri Varshan, Repakula Srimani, R. Prasanna Kumar, R. Elakkiya
2024 — conf
MBTI Based Personality Prediction using Social Media Data.
ICCCNT
R. Prasanna Kumar, G. Bharathi Mohan, M. Rithani, Gundala Pallavi
2024 J jnl
QViLa: Quantum Infused Vision-Language Model for Enhanced Multimodal Understanding.
SN Comput. Sci.
K. Mukesh, Jayaprakash S. L, R. Prasanna Kumar
2024 J jnl
QuCNet: Quantum-Inspired Convolutional Neural Networks for Optimized Thyroid Nodule Classification.
IEEE Access
Gunti Swathi, Ali Altalbe, R. Prasanna Kumar
2024 — conf
Robust Hybrid Model for Social Media Sentiment Analysis.
ICCCNT
Dingari Jahnavi, Sasank Sami, Sandeep Pulata, G. Bharathi Mohan, R. Prasanna Kumar
2023 J jnl
A review on big data based on deep neural network approaches.
Artif. Intell. Rev.
M. Rithani, R. Prasanna Kumar, Srinath Doss
2023 — conf
Application of Machine Learning and Deep Learning Algorithms in Predicting Virtual Network Functions for Network Function Virtualization.
ICCCNT
Chereddy Spandana, Ippatapu Venkata Srisurya, Priyadharshini A R, Krithika S, S. Sridevi, R. Prasanna Kumar
2023 — conf
Ensemble Integration of Deep Learning Models for Gender-Based Speech Emotion Recognition.
ICCCNT
Gunti Swathi, R. Prasanna Kumar, G. Bharathi Mohan, Elakkiya R
2023 — conf
Generalized Deep-learning Models to Classify Allen Telescope Data.
ICCCNT
Sridevi S, R. Prasanna Kumar, Abhivyakti Yadav, Jayant Toleti, D. Sai Sruthik Reddy, R. Kaif Ahmed, Gottipati Koushitha, Balachandran S, M. Rithani
2023 — conf
Hybrid Classical Quantum Neural Network based classification of Photonic Band Gap crystal structure defects.
ICCCNT
Paayas P, Sridevi S, Kanimozhi T, Valliammai M, Mohanraj J, Vinodh Kumar N, Bakiya A, R. Prasanna Kumar, M. Rithani
2023 — conf
Identification of Landslides From Remote Sensing Satellite Imagery Using YOLOv7.
ICCCNT
R. Prasanna Kumar, G. Bharathi Mohan, Rohith N. D, Mukesh K, Harish B, Yamani Kakarla
2023 — conf
MIMIC III Text classification with the generalization of BERT transformer model synergized with XGBoost classifier.
ICCCNT
Viswanathan V, Sridevi S, R. Prasanna Kumar, Balachandran S
2023 — conf
Novel hybrid classifier synergizing 3D_2D CNN with Support Vector Machine to enhance Hyperspectral image classification.
ICCCNT
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
2023 — conf
Quantum Kernel-aided Support Vector Machine Classifier for Improved Speech Classification.
ICCCNT
Hasmitha Krishna N, Sridevi S, R. Prasanna Kumar
2023 — conf
Sarcasm Detection in Telugu and Tamil: An Exploration of Machine Learning and Deep Neural Networks.
ICCCNT
R. Prasanna Kumar, G. Bharathi Mohan, Yamani Kakarla, Jayaprakash S. L, Kolla Gnapika Sindhu, Tekumudi Vivek Sai Surya Chaitanya, Bachu Ganesh, Nunna Hasmitha Krishna
2023 — conf
Sketch to Image synthesis using attention based contextual GAN.
ICCCNT
Sudharson S, R. Prasanna Kumar, Shaik Nawab Mudassir
2023 — conf
Transformer-Based Models for Named Entity Recognition: A Comparative Study.
ICCCNT
R. Prasanna Kumar, G. Bharathi Mohan, Parthasarathy Srinivasan, Venkatakrishnan R