A survey of visual analytics techniques for machine learning

J Yuan, C Chen, W Yang, M Liu, J Xia, S Liu - Computational Visual Media, 2021 - Springer
Visual analytics for machine learning has recently evolved as one of the most exciting areas
in the field of visualization. To better identify which research topics are promising and to …

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 …

A survey on FinTech

K Gai, M Qiu, X Sun - Journal of Network and Computer Applications, 2018 - Elsevier
As a new term in the financial industry, FinTech has become a popular term that describes
novel technologies adopted by the financial service institutions. This term covers a large …

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 …

[HTML][HTML] Towards better analysis of machine learning models: A visual analytics perspective

S Liu, X Wang, M Liu, J Zhu - Visual Informatics, 2017 - Elsevier
Interactive model analysis, the process of understanding, diagnosing, and refining a
machine learning model with the help of interactive visualization, is very important for users …

Enhancing the usability and usefulness of open government data: A comprehensive review of the state of open government data visualization research

B Ansari, M Barati, EG Martin - Government Information Quarterly, 2022 - Elsevier
Although open government data (OGD) are becoming widely available, they have not yet
reached their full potential due to their limited use. Supplementing OGD with visualizations …

A survey of distributed data stream processing frameworks

H Isah, T Abughofa, S Mahfuz, D Ajerla… - IEEE …, 2019 - ieeexplore.ieee.org
Big data processing systems are evolving to be more stream oriented where each data
record is processed as it arrives by distributed and low-latency computational frameworks on …

Mapping the evolution of entrepreneurship as a field of research (1990–2013): A scientometric analysis

Y Chandra - PloS one, 2018 - journals.plos.org
This article applies scientometric techniques to study the evolution of the field of
entrepreneurship between 1990 and 2013. Using a combination of topic mapping, author …

The operational role of security information and event management systems

S Bhatt, PK Manadhata, L Zomlot - IEEE security & Privacy, 2014 - ieeexplore.ieee.org
An integral part of an enterprise computer security incident response team (CSIRT), the
security operations center (SOC) is a centralized unit tasked with real-time monitoring and …

A survey of urban visual analytics: Advances and future directions

Z Deng, D Weng, S Liu, Y Tian, M Xu, Y Wu - Computational Visual Media, 2023 - Springer
Developing effective visual analytics systems demands care in characterization of domain
problems and integration of visualization techniques and computational models. Urban …