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Advanced Analytics and Artificial Intelligence Applications
Computers and machines were developed to reduce time consumption and manual human efforts to complete projects efficiently. With fast-growing technologies in the field, we have finally reached a stage where almost everyone in the world has access to these high technologies. However, this is just a starting phase because future development is taking a more advanced route in the shape of artificial intelligence (AI). Although AI is under the computer science umbrella, nowadays there is no field unaffected by this high technology. The overall aim of using intelligence learning methods is to train machines to think intelligently and make decisions in different situations the same as humans. Previously, machines were doing what they were programmed to do, but now with AI, devices can think and behave like a human being. This book aims to present the application of advanced analytics and AI in different industries as practical tools to develop prediction, optimization, and make decision models.
A Deep Learning-Based Aesthetic Surgery Recommendation System
We propose in this chapter a deep learning-based recommendation system for aesthetic surgery, composing of a mobile application and a deep learning model. The deep learning model built based on the dataset of before- and after-surgery facial images can estimate the probability of the perfection of some parts of a face. In this study, we focus on the most two popular treatments: rejuvenation treatment and eye double-fold surgery. It is assumed that the outcomes of our history surgeries are perfect. Firstly a convolutional autoencoder is trained by eye images before and after surgery captured from various angles. The trained encoder is utilized to extract learned generic eye features. Secondly, the encoder is further trained by pairs of image samples, captured before and after surgery, to predict the probability of perfection, so-called perfection score. Based on this score, the system would suggest whether some sorts of specific aesthetic surgeries should be performed. We preliminarily achieve 88.9 and 93.1% accuracy on rejuvenation treatment and eye double-fold surgery, respectively.
Pháp nạn Phật giáo 1963: Nguyên nhân, bản chất và tiến trình
Trong suốt gần hai nghìn năm hiện diện trên quê hương, chưa bao giờ Phật giáo Việt Nam phải đối diện với những đe dọa và thách thức trầm trọng như trong gần bốn mươi năm giữa thế kỷ thứ XX. Đó là giai đoạn mà Phật giáo phải chịu tác động của 3 cuộc khủng hoảng lớn. Thứ nhất là nội lực của Phật giáo bị suy kiệt sau gần 100 năm bị “sứ mệnh khai hóa” (mission civilisatrice) của thực dân Pháp gạt ra khỏi vai trò phên dậu văn hóa của dân tộc. Thứ nhì là cùng đồng hành với dân tộc trong cao trào chống ngoại xâm nên đã tổn thất khá ...
Painters in Hanoi
Painting has played a significant role in modern Vietnam. Postage stamps, billboards, and annual national exhibitions attest to its fundamental place in a country where painters may be hailed as national heroes and include among their number fervent nationalists, propagandists, even dissidents. As Vietnamese painting has gained prominence in the contemporary transnational art circuits of Southeast Asia, many artists have become millionaires, yet Vietnamese painting is generally overlooked in art history surveys of the region. Nora Taylor sets out here to change that. Painters in Hanoi engages with twentieth-century Vietnam through its artists and their works, providing a new angle on a count...
Quoc trieu hinh luat
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Nội-san Quốc-hội
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Đảng cộng sản Việt Nam, chặng đường qua hai thé̂ kỷ
History of the Communist Party of Vietnam, 1930-2006.
