Open Access

Articles

Enhanced EfficientNet for Imbalanced Medical Image Classification through Grey Wolf Optimization

Dr. Audrey L. James, Dr. Brandon K. Morris (Author) ¹

Pages: 12-28 || Published: 2025-08-17

• Abstract

  Medical image classification plays a pivotal role in modern diagnostics and disease management by aiding in the early detection and precise identification of various pathologies. However, a significant challenge in this domain arises from the inherent class imbalance commonly observed in medical datasets, where the number of samples for healt... More >

Open Access

Articles

Emerging Frontiers in Computer Vision: A Critical Analysis of Deep Learning Techniques and Their Real-World Applications

Dr. Ronith A. Velkar, Dr. Elinora S. Kavesh (Author) ¹

Pages: 1-11 || Published: 2025-07-03

• Abstract

  Deep learning has become the cornerstone of modern computer vision, fundamentally transforming how machines perceive and interpret the visual world. This article presents a critical review of the key deep learning techniques that have driven this revolution. We trace the evolution of foundational concepts, from early neural networks to the so... More >

Open Access

Articles

Enhancing Indonesian Scientific Article Management through Machine Learning and NLP

Dr. Natalie J. Freeman, Dr. Trevor M. Scott (Author) ¹

Pages: 29-44 || Published: 2025-11-20

• Abstract

  The exponential growth of scientific literature in Indonesia necessitates efficient automated systems for organizing, retrieving, and assessing the originality of scholarly articles. This paper explores the application of computational methods, specifically machine learning algorithms for classification and similarity measures, to enhance the... More >