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Keyword: Attention Mechanism
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Open AccessArticle
8 Pages, 2,409 KB Download PDF

A Unified Visual Saliency Model for Automatic Image Description Generation for General and Medical Images

Advances in Science, Technology and Engineering Systems Journal, Volume 7, Issue 2, Page # 119–126, 2022; DOI: 10.25046/aj070211
Abstract:

An enduring vision of Artificial Intelligence is to build robots that can recognize and learn the visual world and who can speak about it in natural language. Automatic image description generation is a demanding problem in Computer Vision and Natural Language Processing. The applications of image description generation systems are in biomedicine, military, commerce, digital…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
10 Pages, 2,914 KB Download PDF

A Hybrid NMF-AttLSTM Method for Short-term Traffic Flow Prediction

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 2, Page # 175–184, 2021; DOI: 10.25046/aj060220
Abstract:

In view of the current short-term traffic flow prediction methods that fail to fully consider the spatial correlation of traffic flow, and fail to make full use of historical data features, resulting in low prediction accuracy and poor robustness. Therefore, in paper, combining Non-negative Matrix Factorization (NMF) and LSTM model Based on Attention Mechanism (AttLSTM),…

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(This article belongs to the SP11 (Special Issue on Innovation in Computing, Engineering Science & Technology 2021) & Section Interdisciplinary Applications of Computer Science (CSI))

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