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Koleksi Perpustakaan

Advances in Deep-Learning-Based Sensing, Imaging, and Video Processing
Yun ZhangSam KwongXu longTiesong Zhao

This Topical Collection focuses on fundamental and applied research on deep learning based visual sensing, imaging and video processing. Deep learning techniques have shown their capabilities to discover knowledge from massive unstructured data, providing data-driven solutions for representation and decision making. They have demonstrated significant technical advancement potential for many res…

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Koleksi Perpustakaan

Applications of Computational Intelligence
Yue WuKai QinMaoguo GongQiguang Miao

Computational Intelligence (CI) is the theory, design, application, and development of biologically and linguistically motivated computational paradigms. Traditionally, the three main pillars of CI have been neural networks, fuzzy systems, and evolutionary computation. However, in time, many nature-inspired computing paradigms have evolved. Thus, CI is an evolving field, and, at present, in add…

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Koleksi Perpustakaan

Various Deep Learning Algorithms in Computational Intelligence
RossOscar Humberto

This reprint highlights the importance of Deep Learning (DL), which has garnered significant attention in science, industry, and academia. It draws inspiration from the functioning of the human brain and the concept of learning. Unlike traditional and machine learning methods, deep learning techniques emulate the human brain's neural networks at a lower scale, allowing them to process and analy…