A. Sherly Alphonse

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Discriminant Analysis

Gabor Wavelet Representation

Dimension Reduction

Top Venues

Multim. Tools Appl.

J. Vis. Commun. Image Represent.

J. Ambient Intell. Humaniz. Comput.

Publications

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) (2024)
Shanmugasundaram Abinaya, Mandava Deepak, A. Sherly Alphonse
Enhanced Image Captioning Using Bahdanau Attention Mechanism and Heuristic Beam Search Algorithm. IEEE Access 12 (2024)
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) (2023)
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 (2023)
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 (2023)
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) (2022)
A. Sherly Alphonse, M. S. Starvin
A novel and efficient approach for the classification of skin melanoma. J. Ambient Intell. Humaniz. Comput. 12 (12) (2021)
A. Sherly Alphonse, K. Shankar, M. J. Jeyasheela Rakkini, S. Ananthakrishnan, Suganya Athisayamani, A. Robert Singh, R. 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) (2021)
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) (2019)
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) (2018)
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 (2017)
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 (2017)