Rose-Mary Owusuaa Mensah Gyening
The researcher has conducted extensive work across multiple domains, blending advanced AI techniques with applications in life sciences and physical sciences. Their focus is on integrating innovative solutions to address complex real-world challenges, from advancing agricultural innovations using smart technologies to developing robust data security frameworks for secure data handling. The researcher's work also extends into the realm of healthcare, employing cutting-edge AI for disease detection and management, as well as improving environmental monitoring through anomaly detection systems and predictive analytics. Their overarching theme is the intersection of AI across diverse fields to address challenges in agriculture, health, environment, and social sciences, showcasing a commitment to practical solutions that enhance technology's impact on society.
Faculty Biography
Rose-Mary Owusuaa Mensah Gyening is a lecturer at the Department of Computer Science. She holds BSc(Hons) in Computer Science from KNUST, MSc Computer Science from Rheinische Friedrich-Wilhelms-Universität Bonn. She holds PhD Computer Science from KNUST. She has keen interest in machine learning, robotics and IoT, human Computer Interaction and Cybersecurity.From 2016 to July 2020, She was a lecturer at the Department of Computer Science, Garden City University College where she taught courses such as Computer Security and Cryptography, Datacenter Administration, Distributed Computing, Fundamentals of Computing, Computer Professional Ethics and Database Management Systems. She also served as the ICT Coordinator, Garden City University College, Kumasi and was responsible for the introduction of new IT related courses and supervision of the teaching of CCNA and computer proficiency programs.She has supervised several undergraduate theses and now supervising masters students as well. Due to her passion for robotics and the Internet of things, she has undertaken many projects and supervised students in this area. Notable among them are: RoCA, a humanoid assistive technology for children with Autism, IoT Based Soil Moisture, Temperature and Humidity Measuring System for Farmers, Smart home, Automatic Water Pumping Systems, Smart Weather Monitoring System and Solar Tracking System.She is currently a member of the following professional bodies:
AI in cancer detection
Anomaly Detection Techniques and Applications
Augmented Reality Applications
Autism Spectrum Disorder Research
Blockchain Technology Applications and Security
COVID-19 diagnosis using AI
COVID-19 epidemiological studies
Cryptography and Data Security
Cutaneous Melanoma Detection and Management
Hand Gesture Recognition Systems
Hydrological Forecasting Using AI
Identification and Quantification in Food
Imbalanced Data Classification Techniques
Mosquito-borne diseases and control
Network Security and Intrusion Detection
Sentiment Analysis and Opinion Mining
Smart Agriculture and AI
Software Engineering Research
MeatScan: An image dataset for machine learning-based classification of fresh and spoiled cow meat
Open AccessAdvanced Mobile Money Fraud Detection Using CNN-BiLSTM and Optimized SGD with Momentum
Open AccessTrends and advances in image-based mosquito identification and classification using machine learning models: A systematic review
AfriSign: African sign languages machine translation
Open AccessDeep Neural Networks for Skin Cancer Classification: Analysis of Melanoma Cancer Data
Open AccessImpact of Climate Change on Groundwater Level Changes: An Evaluation Based on Deep Neural Networks
Open AccessAn improved man-in-the-middle (MITM) attack detections using convolutional neural networks
Open AccessDeep learning based capsule networks for breast cancer classification using ultrasound images
Open AccessPneumonia Detection on Chest X-ray Using Deep Convolutional Neural Networks
Sentiment analysis and classification of Ghanaian football tweets from the 2022 FIFA World Cup
Open AccessThe use of knapsack 0/1 in prioritizing software requirements and Markov chain to predict software success
Cocoa beans classification using enhanced image feature extraction techniques and a regularized Artificial Neural Network model
Stance Prediction and Analysis of Twitter data : A case study of Ghana 2020 Presidential Elections
Open AccessAdoption of Blockchain Technology to Streamline the Claims Settlement in the Health Insurance Industry in Ghana
Open AccessA Hybrid Model for Anomaly Detection in Smart Building
Open AccessHeterogeneous signcryption with proxy re-encryption and its application in EHR systems
Machine Learning Impact Assessment Of Climate Factors On Daily Covid-19 Cases
Open AccessMACHINE LEARNING IMPACT ASSESSMENT OF CLIMATE FACTORS ON DAILY COVID-19 CASES
Open AccessAugmented Reality Indoor Navigation with Computer Vision
Open AccessLightGBM-RF: A Hybrid Model for Anomaly Detection in Smart Building
Social Robotic Systems in Autism Therapy: Survey and Design Considerations
Open AccessPreliminary Observations from Interactions among Ghanaian Autistic Children and Rosye, a Humanoid Robotic Assistive Technology
Open AccessDepartment of Computer Science
Kwame Nkrumah University of Science and Technology