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Ditemukan 3 dari Subjek: "neural networks"
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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…

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Koleksi Perpustakaan

High Accuracy Detection of Mobile Malware Using Machine Learning
Suleiman Yerima

As increasingly sophisticated and evasive malware attacks continue to emerge, more effective detection solutions to tackle the problem are being sought through the application of advanced machine learning techniques. This reprint presents several advances in the field including: a new method of generating adversarial samples through byte sequence feature extraction using deep learning; a state-…

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Koleksi Perpustakaan

Reinforcement Learning
Cornelius WeberMark ElshawNorbert Michael Mayer

Brains rule the world, and brain-like computation is increasingly used in computers and electronic devices. Brain-like computation is about processing and interpreting data or directly putting forward and performing actions. Learning is a very important aspect. This book is on reinforcement learning which involves performing actions to achieve a goal. The first 11 chapters of this book describe…