ACADEMIC MASTER · THE ESSAY COLLECTION
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Artificial Intelligence and Image Processing for Fish Disease Detection
An edited thesis comparing UKF and Elman networks, ANN with BWO-MA, and HRFSVM for fish disease detection, with datasets, methods and reported results.
MATLAB and Performance Metrics for Fish Disease Detection
A comparison of MATLAB tools, Fish-Pak and other datasets, training splits and evaluation metrics used in three fish disease detection studies.
SiC TiO2 Nanoceramic Composites for Landscape Applications
Sintering experiments and mechanical tests assess SiC TiO2 nanoceramic composites as potential materials for landscape design.
Driver Drowsiness Detection Using MobileNet and Eye Images
Eye-image classification and OpenCV video processing underpin a MobileNet-based application that detects driver drowsiness and triggers a warning.
Carry Skip Adders for Low Latency FIR Signal Processing
Circuit designs, synthesis reports and signal tests examine how carry-skip adders affect FIR filter delay and operating frequency.
Alzheimer MRI Classification with Fused Features and Osprey Badger Optimisation
An MRI framework combines Osprey Badger segmentation, ResNet152 and handcrafted feature fusion with DGRU classification.
Deep Reinforcement Learning for Energy Efficient Wireless Sensor Routing
Multi-metric clustering, reinforcement learning and EVSSCS optimisation are combined to select cluster heads and transmission paths in wireless sensor networks.
Hybrid Deep Learning for Mobility Management in 5G RPL IoT Networks
CNN and DBN predictions combine with Savannah Fusion Optimisation to manage hand-offs and routing in mobile RPL IoT networks.
Schizophrenia EEG Classification Using Metaheuristic Feature Selection and Fuzzy Networks
An EEG pipeline combines GWMF and AWFF filtering, IG-CSAFF feature selection and CRMF_FRBF classification for schizophrenia analysis.
Cascaded Recurrent Fuzzy Filters for Alzheimer MRI and PET Classification
An SC-GRU and CDREFM_Net framework combines image enhancement, fuzzy filtering and recurrent classification for Alzheimer MRI and PET analysis.
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