Visualization and visual analytics approaches for image and video datasets: A survey
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …
applications in different domains such as security surveillance, healthcare, augmented and …
Survey of Surveys (SoS)‐mapping the landscape of survey papers in information visualization
L McNabb, RS Laramee - computer graphics forum, 2017 - Wiley Online Library
Abstract Information visualization as a field is growing rapidly in popularity since the first
information visualization conference in 1995. However, as a consequence of its growth, it is …
information visualization conference in 1995. However, as a consequence of its growth, it is …
Anti-money laundering: Using data visualization to identify suspicious activity
K Singh, P Best - International Journal of Accounting Information …, 2019 - Elsevier
Annually, money laundering activities threaten the global economy. Proceeds of these
activities may be used to fund further criminal activities and to undermine the integrity of …
activities may be used to fund further criminal activities and to undermine the integrity of …
Clustering and classification for time series data in visual analytics: A survey
Visual analytics for time series data has received a considerable amount of attention.
Different approaches have been developed to understand the characteristics of the data and …
Different approaches have been developed to understand the characteristics of the data and …
Scenario-based requirements elicitation for user-centric explainable AI: A case in fraud detection
Abstract Explainable Artificial Intelligence (XAI) develops technical explanation methods and
enable interpretability for human stakeholders on why Artificial Intelligence (AI) and machine …
enable interpretability for human stakeholders on why Artificial Intelligence (AI) and machine …
Eva: Visual analytics to identify fraudulent events
Financial institutions are interested in ensuring security and quality for their customers.
Banks, for instance, need to identify and stop harmful transactions in a timely manner. In …
Banks, for instance, need to identify and stop harmful transactions in a timely manner. In …
Bitextract: Interactive visualization for extracting bitcoin exchange intelligence
The emerging prosperity of cryptocurrencies, such as Bitcoin, has come into the spotlight
during the past few years. Cryptocurrency exchanges, which act as the gateway to this …
during the past few years. Cryptocurrency exchanges, which act as the gateway to this …
[HTML][HTML] Visual analytics for event detection: Focusing on fraud
The detection of anomalous events in huge amounts of data is sought in many domains. For
instance, in the context of financial data, the detection of suspicious events is a prerequisite …
instance, in the context of financial data, the detection of suspicious events is a prerequisite …
Guide me in analysis: A framework for guidance designers
Guidance is an emerging topic in the field of visual analytics. Guidance can support users in
pursuing their analytical goals more efficiently and help in making the analysis successful …
pursuing their analytical goals more efficiently and help in making the analysis successful …
Visual exploration of financial data with incremental domain knowledge
Modelling the dynamics of a growing financial environment is a complex task that requires
domain knowledge, expertise and access to heterogeneous information types. Such …
domain knowledge, expertise and access to heterogeneous information types. Such …