Raman spectroscopy coupled with chemometrics for food authentication: A review

Y Xu, P Zhong, A Jiang, X Shen, X Li, Z Xu… - TrAC Trends in …, 2020 - Elsevier
In recent years, the frequent economically motivated adulteration (EMA) caused by
component displacement, illegal addition, and other problems makes the food authenticity …

Visual learning analytics of educational data: A systematic literature review and research agenda

C Vieira, P Parsons, V Byrd - Computers & Education, 2018 - Elsevier
We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …

[PDF][PDF] 大数据可视分析综述

任磊, 杜一, 马帅, 张小龙, 戴国忠 - 软件学报, 2014 - jos.org.cn
可视分析是大数据分析的重要方法. 大数据可视分析旨在利用计算机自动化分析能力的同时,
充分挖掘人对于可视化信息的认知能力优势, 将人, 机的各自强项进行有机融合 …

[图书][B] Visualization analysis and design

T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

Towards better analysis of deep convolutional neural networks

M Liu, J Shi, Z Li, C Li, J Zhu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Deep convolutional neural networks (CNNs) have achieved breakthrough performance in
many pattern recognition tasks such as image classification. However, the development of …

Making data visualization more efficient and effective: a survey

X Qin, Y Luo, N Tang, G Li - The VLDB Journal, 2020 - Springer
Data visualization is crucial in today's data-driven business world, which has been widely
used for helping decision making that is closely related to major revenues of many industrial …

Interactive recommender systems: A survey of the state of the art and future research challenges and opportunities

C He, D Parra, K Verbert - Expert Systems with Applications, 2016 - Elsevier
Recommender systems have been researched extensively over the past decades. Whereas
several algorithms have been developed and deployed in various application domains …

Visual exploration of big spatio-temporal urban data: A study of new york city taxi trips

N Ferreira, J Poco, HT Vo, J Freire… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
As increasing volumes of urban data are captured and become available, new opportunities
arise for data-driven analysis that can lead to improvements in the lives of citizens through …

imMens: Real‐time Visual Querying of Big Data

Z Liu, B Jiang, J Heer - Computer graphics forum, 2013 - Wiley Online Library
Data analysts must make sense of increasingly large data sets, sometimes with billions or
more records. We present methods for interactive visualization of big data, following the …

Visual analysis of large graphs: state‐of‐the‐art and future research challenges

T Von Landesberger, A Kuijper… - Computer graphics …, 2011 - Wiley Online Library
The analysis of large graphs plays a prominent role in various fields of research and is
relevant in many important application areas. Effective visual analysis of graphs requires …