Michael Opoku

Surgery

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Research Summary

(inferred from publications by AI)

The researcher has made significant contributions in integrating advanced computational and machine learning techniques for medical diagnosis, such as fuzzy classifiers and feature selection methods. Their work extends into emerging technologies like IoT-based smart home systems, IoT-based energy monitoring systems, and smart grid optimization, highlighting innovations in hardware advancements. The researcher's research also addresses societal implications, including education policies and ethical considerations in healthcare and education. Through a blend of computational innovation and practical applications across various domains, the researcher has contributed to advancing both technical excellence and real-world impact.

Research Themes

All Papers

A Survey of Machine Learning Approaches Applied to Gene Expression Analysis for Cancer Prediction(2022)

A Novel Fuzzy Classifier Model for Cancer Classification Using Gene Expression Data(2023)

Intersection Three Feature Selection and Machine Learning Approaches for Cancer Classification(2023)

Developing a Multidimensional Fuzzy Deep Learning for Cancer Classification using Gene Expression Data(2023)

Enhancing Cancer Classification Through the Development of a Fuzzy Gene Selection-Wrapper Plus Method(2023)

Fuzzy Gene Selection and Cancer Classification Based on Deep Learning Model(2023)

On the Nanocommunications at THz Band in Graphene‐Enabled Wireless Network‐on‐Chip(2017)

Eye-Tracking Assistive Technologies for Individuals With Amyotrophic Lateral Sclerosis(2022)

A Resilient 2-D Waveguide Communication Fabric for Hybrid Wired-Wireless NoC Design(2016)

Performance and Energy Aware Inhomogeneous 3D Networks-on-Chip Architecture Generation(2015)

Energy and performance-aware application mapping for inhomogeneous 3D networks-on-chip(2018)

HETEROGENEOUS 3D NETWORK-ON-CHIP ARCHITECTURES: AREA AND POWER AWARE DESIGN TECHNIQUES(2013)

Extending the Performance of Hybrid NoCs beyond the Limitations of Network Heterogeneity(2017)

Efficient routing techniques in heterogeneous 3D Networks-on-Chip(2013)

Optimised Application Specific Architecture Generation and Mapping Approach for Heterogeneous 3D Networks-on-Chip(2013)

An Analytical Channel Model for Emerging Wireless Networks-on-Chip(2016)

An Efficient 2D Router Architecture for Extending the Performance of Inhomogeneous 3D NoC-Based Multi-Core Architectures(2016)

Low power heterogeneous 3D Networks-on-Chip architectures(2011)

Architectural Techniques for Improving the Power Consumption of NoC-Based CMPs: A Case Study of Cache and Network Layer(2017)

Unbiased Regional Congestion Aware Selection Function for NoCs(2015)

A survey of low power NoC design techniques(2017)

Optimising Heterogeneous 3D Networks-on-Chip(2011)

On the Design of Reliable Hybrid Wired-Wireless Network-on-Chip Architectures(2015)

A Study of Reconfigurable Accelerators for Cloud Computing(2018)

Towards reliability and performance-aware Wireless Network-on-Chip design(2015)

Novel Hybrid Wired-Wireless Network-on-Chip Architectures(2015)

An adaptive router architecture for heterogeneous 3D Networks-on-Chip(2011)

A systematic generation of optimized heterogeneous 3D Networks-on-Chip architecture(2013)

Optimizing heterogeneous 3D networks-on-chip architectures for low power and high performance applications(2014)

An Improved Wireless Communication Fabric for Emerging Network-on-Chip Design(2015)

A Study of Techniques to Increase Instruction Level Parallelisms(2018)

On the Cooperative Relaying Strategies for Multi-Core Wireless Network-on-Chip(2021)

A Study Of Recent Contribution On Simulation Tools For Network-On-Chip(2017)

Power and area optimisation in heterogeneous 3D networks-on-chip architectures(2011)

SlideAcross: A Low-Latency Adaptive Router for Chip Multi-processor(2016)

A Study of Recent Contributions on Simulation Tools for Network-on-Chip(NoC)(2017)

3D Networks-on-Chip Architecture Optimization for Low Power Design(2015)

An Efficient Channel Model for Evaluating Wireless NoC Architectures(2016)

A survey of power-aware Network-on-Chip design techniques(2018)

On Improving the Performance of Hybrid Wired-Wireless Network-on-Chip Architectures(2016)

A survey of recent contributions of high performance NoC architectures(2016)

Towards the practical design of performance-aware resilient wireless NoC architectures(2017)

A parameterizable channel model for Wireless Networks-on-Chip design(2016)

A survey of low power techniques for efficient Network-on-Chip design(2016)

A Study of FPGA-Based Supercomputing Platforms(2019)

A Study of the Advances in IoT Security(2018)

Classification Techniques for Arrhythmia Patterns Using Convolutional Neural Networks and Internet of Things (IoT) Devices(2022)

Design and Implementation of an IoT-Based Energy Monitoring System for Managing Smart Homes(2019)

On the Challenges and Opportunities of Smart Meters in Smart Homes and Smart Grids(2018)

An algorithm for micro-load shedding in generation constrained electricity distribution network(2017)

Heuristic Optimization for Microload Shedding in Generation Constrained Power Systems(2020)

Improving Electricity Network Efficiency and Customer Satisfaction in Generation Constrained Power System(2019)

Optimal Demand Side Management in Generation Constrained Power Systems(2019)

Design and Implementation of a Wearable Device for Motivating Patients With Upper and/or Lower Limb Disability Via Gaming and Home Rehabilitation(2019)

On wearable devices for motivating patients with upper limb disability via gaming and home rehabilitation(2018)

A Home Rehabilitation System Motivating Stroke Patients with Upper and/or Lower Limb Disability(2019)

Home Rehabilitation of Stroke Patients. Designing Games Using Arduino and Raspberry Pi(2019)

A Survey of Mobility Management as a Service in Real-Time Inter/Intra Slice Control(2021)

Traffic Classification using Deep Learning Approach for End-to-End Slice Management in 5G/B5G(2022)

Performance Evaluation for End-to-End Slice Management in 5G/B5G Cellular Networks(2022)

Enhancing Service Classification for Network Slicing in 5G Using Machine Learning Algorithms(2023)

An energy-efficient NOMA for small cells in heterogeneous CRAN under QoS constraints(2017)

A survey of recent contributions on low power NoC architectures(2017)

ABENA: An Ageing before Temperature Electromigration-Aware Neighbour Allocation for Many-Core Architectures(2021)

An overview of on-chip cache coherence protocols(2017)

High Performance Heterogeneous Multicore Architectures(2019)

A Survey of System Level Power Management Schemes in the Dark-Silicon Era for Many-Core Architectures(2018)

A Survey of Low Power Design Techniques for Last Level Caches(2018)

A Survey of Emerging Architectural Techniques for Improving Cache Energy Consumption(2016)

A study of recent contributions on performance and simulation techniques for accelerator devices(2017)

An Overview of Design Space Exploration of Cache Memory(2018)

An Overview of Cycle-Accurate, Event-Driven and Full Systems Simulators for Chip-Multiprocessors(2019)

AMA: An Ageing Task Migration Aware for High-Performance Computing(2023)

ABENA: An Ageing Before Temperature Eletromigration-Aware Neighbour Allocation for Many-Core Architectures(2021)

Artificial Intelligence Techniques in Cybersecurity Management(2023)

A Cross-Cultural Study of Music in History(2016)

An Assessment of Contemporary Methods and Data-Enabled Approaches for Early Cataract Detection(2024)

An Assessment of Contemporary Methods and Data-Enabled Approaches for Early Cataract Detection(2023)

UNCOVERING ACADEMIC MISCONDUCT AMONG ETHNIC MINORITY STUDENTS: PERSPECTIVES FROM ACADEMIC INTEGRITY OFFICERS AND IMPLICATIONS FOR HIGHER EDUCATION(2023)

A Study of FPGA-based System-on-Chip Designs for Real-Time Industrial Application(2017)

A survey of application mapping techniques for many-core designs(2018)

A Multi-modal Framework for Future Emergency Systems(2019)

An Overview of Prevention/Mitigation against Memory Corruption Attack(2018)

Enhancing Student Engagement in Multidisciplinary Groups in Higher Education(2019)

A Problem-Based Learning Technique to Improve Student Engagement in Multidisciplinary Groups in Higher Education(2020)

Management and Evaluation of the Performance of end-to-end 5G Inter/Intra Slicing using Machine Learning in a Sustainable Environment(2023)

Adaptive virtual MIMO single cluster optimization in a small cell(2017)

Architectures for cloud-based HPC in data centers(2017)

Design and Implementation of a Smart Health Monitoring System(2019)

Modelling Electroluminescence Emission in Polymeric Material Using Dimensional Analysis Method(2023)

Enhancing Map Matching Accuracy Using Backtracking Technique(2024)

A Study of Cache Management Mechanisms for Real-Time Embedded Systems(2018)

An Ageing-Aware and Temperature Mapping Algorithm for Multilevel Cache Nodes(2022)

Low power design for many core systems(2018)

Role of music in clinical acupuncture: a cross cultural investigation(2016)

A cross-cultural exploration of music in history: language, health and art implications(2016)

Protection of Memory Using Code Redundancies(2019)

An algorithm for micro-load shedding in generation constrained electricity transmission network(2017)

Workshop: BAME Award Gap: Exploring the Factors that Impact on Low Grades of Black Students at the University of Northampton(2021)

Collaboration Network

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Research Collaboration Map

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About This Profile

This profile is generated from publicly available publication metadata and is intended for research discovery purposes. Themes, summaries, and trajectories are inferred computationally and may not capture the full scope of the lecturer's work. For authoritative information, please refer to the official KNUST profile.