A review of unsupervised machine learning frameworks for anomaly detection in industrial applications

UA Usmani, A Happonen, J Watada - Science and Information Conference, 2022 - Springer
Unsupervised learning, also known as unsupervised machine learning, analyzes and
clusters unlabeled data utlizing machine learning techniques. Without human input, these …

Enhancing artificial intelligence control mechanisms: current practices, real life applications and future views

UA Usmani, A Happonen, J Watada - Proceedings of the Future …, 2022 - Springer
Abstract The popularity of Artificial Intelligence has grown lately with the potential it promises
for revolutionizing a wide range of different sectors. To achieve the change, whole …

Enhanced medical image segmentation using CNN based on histogram equalization

S Saifullah, R Dreżewski - 2023 2nd International Conference …, 2023 - ieeexplore.ieee.org
Medical image segmentation is an essential process in disease analysis and diagnosis, in
which medical images are divided into specific areas of anatomic or pathological structures …

Secure integration of IoT-enabled sensors and technologies: Engineering applications for humanitarian impact

UA Usmani, A Happonen… - 2023 5th International …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has revolutionized interaction with technology, enabling
seamless connectivity and data exchanges, opening up new possibilities for engineering …

Modified Histogram Equalization for Improved CNN Medical Image Segmentation

S Saifullah, R Dreżewski - Procedia Computer Science, 2023 - Elsevier
This research aims to improve the performance of convolutional neural network (CNN) in
medical image segmentation that will detect specific parts of the body's anatomical …

Artificial Intelligence Applications in Healthcare

UA Usmani, A Happonen, J Watada… - International Congress on …, 2023 - Springer
The demand of healthcare services is rising, for eg, Europe and the US are experiencing
shortage of healthcare professionals. Artificial intelligence (AI) holds a promise to assist …

Enabling Intelligent Decision Making: Harnessing Advanced Management Strategies for Enhanced Organizational Efficiency and Effectiveness

UA Usmani, MU Usmani… - … Conference on Computing …, 2023 - ieeexplore.ieee.org
In today's dynamic and complex business landscape, effective management and decision-
making are crucial for organizations to thrive and adapt. The integration of intelligent …

ERP Integration: Enhancing Collaboration in Virtual and Extended Enterprises

UA Usmani, A Happonen, J Watada - World Conference on Information …, 2023 - Springer
With the continued embracement of digital transformation, the need for efficient collaboration
and communication between departments and partners becomes increasingly important …

Theoretical Insights into Neural Networks and Deep Learning: Advancing Understanding, Interpretability, and Generalization

UA Usmani, MU Usmani - 2023 World Conference on …, 2023 - ieeexplore.ieee.org
This work aims to provide profound insights into neural networks and deep learning,
focusing on their functioning, interpretability, and generalization capabilities. It explores …

Ensuring Trustworthy Machine Learning: Ethical Foundations, Robust Algorithms, and Responsible Applications

UA Usmani, AY Usmani… - … Conference on Computing …, 2023 - ieeexplore.ieee.org
Intrusion detection, a pivotal facet of securing digital environments, intersects with the
proliferation of machine learning (ML) technologies, which have driven transformative …