VAUT: a visual analytics system of spatiotemporal urban topics in reviews
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DOI: 10.1007/s12650-017-0464-0
Abstract: Online review platforms offer customers the opportunities to express valuable feedback and personal views from various aspects on restaurants, products, works of art, or other items. A majority of previous studies on these user-generated reviews… read more here.
Keywords: visual analytics; spatiotemporal urban; system; analysis ... See more keywords
OccVis: a visual analytics system for occultation data
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DOI: 10.1007/s12650-018-00545-2
Abstract: The FY-3C satellite returns more than 250,000 occultation data each year, each of which records high vertical resolution profiles of various climatic parameters in the range of 0–1000 km above the Earth. These long-term, stable, and… read more here.
Keywords: visual analytics; occultation; occultation data; analytics system ... See more keywords
A Correlation Visual Analytics System for Air Quality
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DOI: 10.1049/cje.2018.04.013
Abstract: A visual analytics system is proposed to reveal the lead/lag correlation when air pollution is detected. In this system, an Overview + Detail approach is utilized for analyzing the correlation of air quality under both… read more here.
Keywords: visual analytics; system; correlation; analytics system ... See more keywords
Lightweight Online Profiling-Based Configuration Adaptation for Video Analytics System in Edge Computing
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DOI: 10.1109/access.2020.3004571
Abstract: Video Analytics System has emerged as a promising technology to realize deep neural network based intelligent applications for video streams. Its objective is to maximize the video analytics performance of video streams, such as accuracy,… read more here.
Keywords: video; resource; video analytics; configuration adaptation ... See more keywords
VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2020.3030350
Abstract: Traffic light detection is crucial for environment perception and decision-making in autonomous driving. State-of-the-art detectors are built upon deep Convolutional Neural Networks (CNNs) and have exhibited promising performance. However, one looming concern with CNN based… read more here.
Keywords: traffic light; visual analytics; analytics system; light detection ... See more keywords
A Visual Analytics System for Improving Attention-based Traffic Forecasting Models
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3209462
Abstract: With deep learning (DL) outperforming conventional methods for different tasks, much effort has been devoted to utilizing DL in various domains. Researchers and developers in the traffic domain have also designed and improved DL models… read more here.
Keywords: system; system improving; analytics system; traffic ... See more keywords
DocFlow: A Visual Analytics System for Question-based Document Retrieval and Categorization.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on visualization and computer graphics"
DOI: 10.1109/tvcg.2022.3219762
Abstract: A systematic review (SR) is essential with up-to-date research evidence to support clinical decisions and practices. However, the growing literature volume makes it challenging for SR reviewers and clinicians to discover useful information efficiently. Many… read more here.
Keywords: information; document retrieval; visual analytics; analytics system ... See more keywords