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ORCIDShanmugasundaram Abinaya
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- 2025
[j11]Shanmugasundaram Abinaya
, K. S. Ashwin, A. Sherly Alphonse:
Enhanced Emotion-Aware Conversational Agent: Analyzing User Behavioral Status for Tailored Reponses in Chatbot Interactions. IEEE Access 13: 19770-19787 (2025)- [j10]Umesh Chandra Sakinala, Shanmugasundaram Abinaya:
Enhanced Detection of Hand Gestures From sEMG Signals Using Stacking Ensemble With Particle Swarm Optimization and Meta-Classifier. IEEE Access 13: 63611-63626 (2025) - [j9]Lakshman Shanmugam, Aishwarya Shaji, Shanmugasundaram Abinaya, J. S. Sourish:
Enhanced Gated MLP-Based Lung Disease Classification Using Grey Wolf Optimized (GWO) Multi-Feature Extraction With Cumulative Learning. IEEE Access 13: 164442-164463 (2025) - 2024
- [j8]Shanmugasundaram Abinaya, Mandava Deepak, A. Sherly Alphonse:
Enhanced Image Captioning Using Bahdanau Attention Mechanism and Heuristic Beam Search Algorithm. IEEE Access 12: 100991-101003 (2024) - [j7]A. Sherly Alphonse, Shanmugasundaram Abinaya, Nishant Kumar:
Pain assessment from facial expression images utilizing Statistical Frei-Chen Mask (SFCM)-based features and DenseNet. J. Cloud Comput. 13(1): 142 (2024) - [j6]M. Sathya Thendral, Shanmugasundaram Abinaya, M. K. Kavitha Devi:
Enhanced prediction of agricultural CO2 emission using ensemble machine learning-based imputation approach. Neural Comput. Appl. 36(36): 22867-22887 (2024) - 2023
- [j5]Shanmugasundaram Abinaya, Kandagatla Uttej Kumar, A. Sherly Alphonse:
Cascading Autoencoder With Attention Residual U-Net for Multi-Class Plant Leaf Disease Segmentation and Classification. IEEE Access 11: 98153-98170 (2023) - [j4]A. Sherly Alphonse, Shanmugasundaram Abinaya, S. Abirami:
Alibaba and forty thieves algorithm and novel Prioritized Prewitt Pattern(PPP)-based convolutional neural network (CNN) using hyperspherically compressed weights for facial emotion recognition. J. Vis. Commun. Image Represent. 97: 103948 (2023) - [j3]Shanmugasundaram Abinaya, A. Sherly Alphonse, S. Abirami, M. K. Kavitha Devi:
Enhancing Context-Aware Recommendation Using Trust-Based Contextual Attentive Autoencoder. Neural Process. Lett. 55(5): 6843-6864 (2023) - 2022
- [j2]Shanmugasundaram Abinaya, M. K. Kavitha Devi, A. Sherly Alphonse:
Enhancing Context-Aware Recommendation Using Hesitant Fuzzy Item Clustering by Stacked Autoencoder Based Smoothing Technique. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 30(4): 595-624 (2022) - 2021
- [j1]Shanmugasundaram Abinaya, M. K. Kavitha Devi:
Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System. Neural Process. Lett. 53(3): 1865-1888 (2021)
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