Multidisciplinary Journal of Research in Engineering and Technology Vol. 12 No. 2 (2025)

Vol. 12 No. 2 (2025)

Multidisciplinary Journal of Research in Engineering and Technology is committed to publishing high-quality, peer-reviewed research that advances knowledge and improves outcomes worldwide.

July 3, 2025

ISSN (Print) 2582-5995

E-ISSN (Online) 2348-6953

DOI Prefix 10.65521

Published on 2025-07-03

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Articles

01

A Survey of Methods and Architectures for Optimized Causal Dilated Convolutional Neural Networks-Based Energy-Efficient and Delay-Sensitive Routing Paths Using Mobility Prediction in Mobile WSN

Behruz Chowdhuryan pp. 1-8

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02

A Survey of Methods and Architectures for Smart Healthcare Patient Monitoring System for IoT-Based Healthcare System Using Enhanced Residual Multi-Scale Diverged Self-Attention Network

Tirgani Pavlidaki pp. 9-16

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03

A Survey of Methods and Architectures for Deep Learning with Optimization-Based Task Scheduling and Computing Resource Allocation for VR Video Services in Advanced 6G Networks

Behruz Gopalkrishnan pp. 17-22

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04

A Survey of Methods and Architectures for Segmentation and Classification of Renal Tumors Using EfficientNet-Based U-Net and Epistemic Neural Networks

Kaoru Okafor pp. 23-29

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05

A Survey of Methods and Architectures for Segmentation and Classification of White Blood Cancer Cells in Bone Marrow Microscopic Images Using Deep Kronecker Neural Networks

Isandro Hathurusinghe pp. 30-34

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06

A Survey of Methods and Architectures for Secure AI for 6G Mobile Devices: Deep Kronecker Neural Network Optimized with Hybrid Cat Hunting Optimization to Combat Side-Channel Attacks

Thabo Khatibullah pp. 35-42

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07

An Integrated Supervised–Reinforcement Learning Framework for Adaptive Decision-Making in Dynamic Environments

Aurelio Ben-Mizrahi pp. 43-56

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08

Attention-Enhanced Deep Convolutional Neural Networks for Multi-Scale Feature Representation in Complex Image Classification

Eirini Belhocine pp. 57-70

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09

Transformer-Based Large Language Models for Context-Aware Semantic Understanding and Domain-Specific Text Generation

Nadezhda Pavlidaki pp. 71-86

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10

Graph Neural Network-Driven Computer Vision Approaches for Real-Time Object Detection and Scene Interpretation

Elowen Chowdhuryan pp. 87-102

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11

A Comprehensive Review of Joint Power and Delay Optimization Based Resource Allocation in MIMO-OFDM System Using Deep Convolutional Red Piranha Pyramid-Dilated Neural Network

Ixtel Saeedzada pp. 103-109

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12

Deep Learning and Optimization Approaches in Deep Learning-Based Area Efficient 1024-Point Pipelined Radix-4 FFT Processor for Biomedical Application: A Review

Oisin Rafizadeh pp. 110-117

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13

Hardware-Efficient CNN Design Using Approximate Multipliers and Adders for MNIST Classification

Ivailo Xanthopoulos pp. 118-125

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14

Recent Advances in Multi-Attack Detection using Forensics and Coherent Integrated Photonic Neural Networks-based Prevention for Secure IoT-MANETs: A Systematic Review

Behruz Usmonov pp. 126-133

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15

Artificial Intelligence Techniques for Deep Hyperbolic Graph Attention Network-Based Collaborative Routing Algorithm for Clustered IoT-Manets: Trends and Challenges

Haleema Belhocine pp. 134-141

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16

A Comprehensive Review of Early Detection and segmentation of Diabetic Foot Ulcer Risk Zones Using a Cycle-Consistent Adversarial Adaptation Network from multimodal images

Jovencio Chowdhuryan pp. 142-148

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17

Deep Learning and Optimization Approaches in an Efficient Cascaded Deep Capsule Cell Attention Network Model for Breast Cancer Molecular Subtypes Prediction Using Mammogram Images: A Review

Liron Ramasubbu pp. 149-155

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18

Radiomics and Deep Learning for Non-Invasive MSI Detection in Colorectal Cancer

Yannis Xanthopoulos pp. 156-163

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19

Recent Advances in Transfer Learning for Enhanced Melanoma Detection Using Hybrid Texture Features: A Systematic Review

Thabo Uppalapati pp. 164-172

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20

Artificial Intelligence Techniques for Improving the Thermo-Electro-Mechanical Responses of MEMS Resonant Accelerometers via a Novel Bidirectional Long Short-Term Memory: Trends and Challenges

Gyeong Zuberiwala pp. 173-181

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Current Issue

Vol. 12 No. 2 (2025)

Articles

A Survey of Methods and Architectures for Optimized Causal Dilated Convolutional Neural Networks-Based Energy-Efficient and Delay-Sensitive Routing Paths Using Mobility Prediction in Mobile WSN

A Survey of Methods and Architectures for Smart Healthcare Patient Monitoring System for IoT-Based Healthcare System Using Enhanced Residual Multi-Scale Diverged Self-Attention Network

A Survey of Methods and Architectures for Deep Learning with Optimization-Based Task Scheduling and Computing Resource Allocation for VR Video Services in Advanced 6G Networks

A Survey of Methods and Architectures for Segmentation and Classification of Renal Tumors Using EfficientNet-Based U-Net and Epistemic Neural Networks

A Survey of Methods and Architectures for Segmentation and Classification of White Blood Cancer Cells in Bone Marrow Microscopic Images Using Deep Kronecker Neural Networks

A Survey of Methods and Architectures for Secure AI for 6G Mobile Devices: Deep Kronecker Neural Network Optimized with Hybrid Cat Hunting Optimization to Combat Side-Channel Attacks

An Integrated Supervised–Reinforcement Learning Framework for Adaptive Decision-Making in Dynamic Environments

Attention-Enhanced Deep Convolutional Neural Networks for Multi-Scale Feature Representation in Complex Image Classification

Transformer-Based Large Language Models for Context-Aware Semantic Understanding and Domain-Specific Text Generation

Graph Neural Network-Driven Computer Vision Approaches for Real-Time Object Detection and Scene Interpretation

A Comprehensive Review of Joint Power and Delay Optimization Based Resource Allocation in MIMO-OFDM System Using Deep Convolutional Red Piranha Pyramid-Dilated Neural Network

Deep Learning and Optimization Approaches in Deep Learning-Based Area Efficient 1024-Point Pipelined Radix-4 FFT Processor for Biomedical Application: A Review

Hardware-Efficient CNN Design Using Approximate Multipliers and Adders for MNIST Classification

Recent Advances in Multi-Attack Detection using Forensics and Coherent Integrated Photonic Neural Networks-based Prevention for Secure IoT-MANETs: A Systematic Review

Artificial Intelligence Techniques for Deep Hyperbolic Graph Attention Network-Based Collaborative Routing Algorithm for Clustered IoT-Manets: Trends and Challenges

A Comprehensive Review of Early Detection and segmentation of Diabetic Foot Ulcer Risk Zones Using a Cycle-Consistent Adversarial Adaptation Network from multimodal images

Deep Learning and Optimization Approaches in an Efficient Cascaded Deep Capsule Cell Attention Network Model for Breast Cancer Molecular Subtypes Prediction Using Mammogram Images: A Review

Radiomics and Deep Learning for Non-Invasive MSI Detection in Colorectal Cancer

Recent Advances in Transfer Learning for Enhanced Melanoma Detection Using Hybrid Texture Features: A Systematic Review

Artificial Intelligence Techniques for Improving the Thermo-Electro-Mechanical Responses of MEMS Resonant Accelerometers via a Novel Bidirectional Long Short-Term Memory: Trends and Challenges

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