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Journal Articles
- 2024
[j13]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)- [j12]A. Sherly Alphonse, S. 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) - [j11]A. Sherly Alphonse, N. Ani Brown Mary:
Classification of anti-oxidant proteins using novel physiochemical and conjoint-quad (PCQ) feature composition. Multim. Tools Appl. 83(16): 48831-48857 (2024) - 2023
- [j10]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) - [j9]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) - [j8]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
- [j7]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
- [j6]A. Sherly Alphonse, K. Shankar, M. J. Jeyasheela Rakkini, S. Ananthakrishnan, Suganya Athisayamani, A. Robert Singh, Ramasamy Gobi:
A multi-scale and rotation-invariant phase pattern (MRIPP) and a stack of restricted Boltzmann machine (RBM) with preprocessing for facial expression classification. J. Ambient Intell. Humaniz. Comput. 12(3): 3447-3463 (2021) - [j5]A. Sherly Alphonse, M. S. Starvin:
A novel and efficient approach for the classification of skin melanoma. J. Ambient Intell. Humaniz. Comput. 12(12): 10435-10459 (2021) - 2019
- [j4]A. Sherly Alphonse, M. S. Starvin:
A novel maximum and minimum response-based Gabor (MMRG) feature extraction method for facial expression recognition. Multim. Tools Appl. 78(16): 23369-23397 (2019) - 2018
- [j3]A. Sherly Alphonse, Dejey Dharma:
Novel directional patterns and a Generalized Supervised Dimension Reduction System (GSDRS) for facial emotion recognition. Multim. Tools Appl. 77(8): 9455-9488 (2018) - 2017
- [j2]A. Sherly Alphonse, Dejey Dharma:
Enhanced Gabor (E-Gabor), Hypersphere-based normalization and Pearson General Kernel-based discriminant analysis for dimension reduction and classification of facial emotions. Expert Syst. Appl. 90: 127-145 (2017) - [j1]A. Sherly Alphonse, Dejey Dharma:
A novel Monogenic Directional Pattern (MDP) and pseudo-Voigt kernel for facilitating the identification of facial emotions. J. Vis. Commun. Image Represent. 49: 459-470 (2017)
Coauthor Index
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