8 citations · 16 across the 12 of their papers we have counts for
12 papers
Unlocking Biomedical Insights: Hierarchical Attention Networks for High-Dimensional Data Interpretation
Rekha R Nair, Tina Babu, Alavikunhu Panthakkan +2
The proliferation of high-dimensional datasets in fields such as genomics, healthcare, and finance has created an urgent need for machine learning models that are both highly accur…
Hybrid Autoencoder-Based Framework for Early Fault Detection in Wind Turbines
Rekha R Nair, Tina Babu, Alavikunhu Panthakkan +2
Wind turbine reliability is critical to the growing renewable energy sector, where early fault detection significantly reduces downtime and maintenance costs. This paper introduces…
A Hybrid ConvNeXt-EfficientNet AI Solution for Precise Falcon Disease Detection
Alavikunhu Panthakkan, Zubair Medammal, S M Anzar +2
Falconry, a revered tradition involving the training and hunting with falcons, requires meticulous health surveillance to ensure the health and safety of these prized birds, partic…
Advanced Deep Learning Approaches for Automated Recognition of Cuneiform Symbols
Shahad Elshehaby, Alavikunhu Panthakkan, Hussain Al-Ahmad +1
This paper presents a thoroughly automated method for identifying and interpreting cuneiform characters via advanced deep-learning algorithms. Five distinct deep-learning models we…
Evaluation of UAV-Based RGB and Multispectral Vegetation Indices for Precision Agriculture in Palm Tree Cultivation
Alavikunhu Panthakkan, S M Anzar, K. Sherin +2
Precision farming relies on accurate vegetation monitoring to enhance crop productivity and promote sustainable agricultural practices. This study presents a comprehensive evaluati…
Remote Sensing Based Crop Health Classification Using NDVI and Fully Connected Neural Networks
J. Judith, R. Tamilselvi, M. Parisa Beham +4
Accurate crop health monitoring is not only essential for improving agricultural efficiency but also for ensuring sustainable food production in the face of environmental challenge…
Blockchain-Powered Asset Tokenization Platform
Aaryan Sinha, Raja Muthalagu, Pranav Pawar +2
Blockchain Technology has revolutionized Finance and Technology with its secure, decentralized, and trust-less methodologies of data management. In a world where asset value fluctu…
Enhanced Hybrid Deep Learning Approach for Botnet Attacks Detection in IoT Environment
A. Karthick kumar, S. Rathnamala, T. Vijayashanthi +4
Cyberattacks in an Internet of Things (IoT) environment can have significant impacts because of the interconnected nature of devices and systems. An attacker uses a network of comp…
AI-Driven Solutions for Falcon Disease Classification: Concatenated ConvNeXt cum EfficientNet AI Model Approach
Alavikunhu Panthakkan, Zubair Medammal, S M Anzar +2
Falconry, an ancient practice of training and hunting with falcons, emphasizes the need for vigilant health monitoring to ensure the well-being of these highly valued birds, especi…
Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition
S Sreehari, Dilavar P D, S M Anzar +2
Fingerprint recognition remains one of the most reliable biometric technologies due to its high accuracy and uniqueness. Traditional systems rely on contact-based scanners, which a…
Analysing Osteoporosis Detection: A Comparative Study of CNN and FNN
R. Geetha, S. Arulselvi, R. Tamilselvi +4
Osteoporosis causes progressive loss of bone density and strength, causing a more elevated risk of fracture than in normal healthy bones. It is estimated that some 1 in 3 women and…
Advancements in Ship Detection: Comparative Analysis of Optical and Hyperspectral Sensors
Alyazia Al Shamsi, Alavikunhu Panthakkan, Saeed Al Mansoori +1
In marine surveillance, applications span military and civilian domains, including ship detection, marine traffic control, and disaster management. Optical and hyperspectral satell…