Visualization and visual analytics approaches for image and video datasets: A survey

S Afzal, S Ghani, MM Hittawe, SF Rashid… - ACM Transactions on …, 2023 - dl.acm.org
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …

Visual analytics in deep learning: An interrogative survey for the next frontiers

F Hohman, M Kahng, R Pienta… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Deep learning has recently seen rapid development and received significant attention due
to its state-of-the-art performance on previously-thought hard problems. However, because …

Explanation methods in deep learning: Users, values, concerns and challenges

G Ras, M van Gerven, P Haselager - Explainable and interpretable models …, 2018 - Springer
Issues regarding explainable AI involve four components: users, laws and regulations,
explanations and algorithms. Together these components provide a context in which …

Deep visual analytics (dva): applications, challenges and future directions

R Islam, S Akter, R Ratan, ARM Kamal, G Xu - Human-Centric Intelligent …, 2021 - Springer
Visual interactive system (VIS) has been received significant attention for solving various
complex problems. However, designing and implementing a novel VIS with the large scale …

Visualizing surrogate decision trees of convolutional neural networks

S Jia, P Lin, Z Li, J Zhang, S Liu - Journal of Visualization, 2020 - Springer
Interpreting the decision-making of black boxes in machine learning becomes urgent
nowadays due to their lack of transparency. One effective way to interpret these models is to …

AISpace2: an interactive visualization tool for learning and teaching artificial intelligence

C Zhou, D Kuang, J Liu, H Yang, Z Zhang… - Proceedings of the AAAI …, 2020 - aaai.org
AIspace is a set of tools used to learn and teach fundamental AI algorithms. The original
version of AIspace was written in Java. There was not a clean separation of the algorithms …

Information Visualization of Automated Deep Learning Platform Output

R Ratnasari - 2020 - diva-portal.org
Deep learning has been extensively used in many areas because of its proven benefit.
However, developing deep learning is challenging. The master thesis aims to investigate …

Visualising deep grading of diabetic retinopathy

AK Tripathi - 2019 - lutpub.lut.fi
Diabetic retinopathy is a medical condition that occurs when fluctuating levels of blood sugar
damage the blood vessels of the retina. Presence of vascular abnormalities in the retinal …

[图书][B] Customer Behavior Analytics and Visualization

MR Islam - 2021 - search.proquest.com
Customer behavior refers to the study of customers and the procedure they use to pick, use,
and dispose of products or services. The understanding of customer behavior analysis …

[引用][C] AISpace2: An Interactively Visualizable Tool for Learning and Teaching Artificial Intelligence

C Zhou, D Kuang, J Liu, H Yang, Z Zhang, A Mackworth… - 2020