Alwin Poulose

Karunya University — India

Engineering · Physical Sciences

23h-index2.0kcitations65works13.82yr avg
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Research Topics

Indoor and Outdoor Localization Technologies(16), Speech and Audio Processing(10), Robotics and Sensor-Based Localization(8), Emotion and Mood Recognition(7), Context-Aware Activity Recognition Systems(5)

Publications65 total

A Deep Learning-Based Image-to-Music Recommendation System Using Visual and Semantic Fusion
2025
Data augmentation for machine learning assisted pesticide detection from SERS
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy·2025
A Hybrid Deep Learning Model for Aromatic and Medicinal Plant Species Classification Using a Curated Leaf Image Dataset
AgriEngineering·2025· 2 citedOpen Access
Optimizing Machine Learning Models for Human Activity Recognition via Feature Engineering and Selection
2025
Deep Learning Architectures for 3D Shape Classification: A Study on PointNet and Voxel Grid-Based Models
2025
Harnessing Wi-Fi CSI for Enhanced Human Activity Recognition: A Feature-Driven Approach
2025
Advancing Gastrointestinal Tract Cancer Treatment: A Comparative Study of State-of-the-Art Deep Learning Models for MRI Segmentation
2025· 1 cited
Refining Sorghum Weed Classification with Dimension Reduction Techniques in Machine Learning
2025· 2 cited
Empowering Autism Diagnosis Analysis with Power BI Visualizations
2025
Electroencephalogram-based emotion recognition: a comparative analysis of supervised machine learning algorithms
Data Science and Management·2025· 9 citedOpen Access
Human Activity Recognition via Wi-Fi CSI and VAE-CNN-BiLSTM Hybrid Deep Learning
2024· 3 cited
Emotion Detection Mastery: EEG Signal Analysis with Balanced vs. Unbalanced Data
2024· 1 cited
Anxiety in aquatics: Leveraging machine learning models to predict adult zebrafish behavior
Neuroscience·2024· 4 cited
Comprehensive Investigation of Machine Learning and Deep Learning Networks for Identifying Multispecies Tomato Insect Images
Sensors·2024· 11 citedOpen Access
Melodic Precision: Unveiling the Impact of Recursive Feature Elimination on Music Genre Classification
2024· 2 cited
Corrigendum to ‘Deep learning dives: Predicting anxiety in Zebrafish through novel tank assay analysis’ Physiology & Behavior (2024), 114696
Physiology & Behavior·2024
Deep learning dives: Predicting anxiety in zebrafish through novel tank assay analysis
Physiology & Behavior·2024· 16 cited
CBAM VGG16: An efficient driver distraction classification using CBAM embedded VGG16 architecture
Computers in Biology and Medicine·2024· 33 cited
The Power of Visual Storytelling: Analyzing Customer Personalities with Tableau
2024
Hybrid Convolutional Neural Networks for PIMA Indians Diabetes Prediction
2024· 10 cited
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Frequent Co-authors

Dong Seog Han(28), Jung Hwan Kim(9), Odongo Steven Eyobu(5), Chetan Badgujar(3), Samuel Kakuba(3), Savina Jassica Colaco(3), Suresh Neethirajan(3), Govindram Neware(3), Hao Gan(2), Jihun Kim(2), Chinthala Sreya Reddy(2), Chittathuru Himala Praharsha(2), Anagha Muralidharan(2), Amrutha Swaminathan(2), K S Farsana(2), Ronald Mutegeki(1), Myeongjin Kim(1), Žiga Emeršič(1), Benaoumeur Senouci(1), Minjin Baek(1)