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A workflow to systematically design uncertainty-aware visual analytics applications
Visual analytics (VA) is a paradigm for insight generation by using visual analysis techniques and automated reasoning by transforming data into...
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A survey of urban visual analytics: Advances and future directions
Develo** effective visual analytics systems demands care in characterization of domain problems and integration of visualization techniques and...
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Parallel Chords: an audio-visual analytics design for parallel coordinates
One of the commonly used visualization techniques for multivariate data is the parallel coordinates plot. It provides users with a visual overview of...
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Ontology-Driven Visual Analytics Software Development
AbstractThis paper is devoted to the automation of ontology-driven development of visual analytics applications. Ontology-driven tools for...
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Uncertainty-aware visual analytics: scope, opportunities, and challenges
In many applications, visual analytics (VA) has developed into a standard tool to ease data access and knowledge generation. VA describes a holistic...
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Visual analytics system for understanding DeepRL-based charged particle tracking
In this work, we propose a visual analytics system to analyze deep reinforcement learning (deepRL) models working on the track reconstruction of...
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Canonical correlation and visual analytics for water resources analysis
In the last decades, urbanization and population growth substantially increased water consumption for agricultural, industrial, and residential...
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A data-efficient visual analytics method for human-centered diagnostic systems to endoscopic ultrasonography
Endoscopic ultrasound (EUS) has emerged as a pivotal tool for the screening and diagnosis of submucosal tumors (SMTs). However, the inherently...
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Visual Analytics of Air Pollution Transmission Among Urban Agglomerations
In field of air quality research, it is essential to scientifically reflect the internal structure of air quality distribution and reveal the dynamic...
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A visual analytics approach for the assessment of information quality of performance models—a software review
In this paper we provide a review of the main functionalities of a Visual Analytics Environment (VAE) developed for the assessment of data and...
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VisOJ: real-time visual learning analytics dashboard for online programming judge
Online Judge (OJ) is an important aid for programming learning that can help students evaluate learning effects in real-time, while teachers can...
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Learning analytics dashboards are increasingly becoming about learning and not just analytics - A systematic review
This systematic review explores the emerging themes in the design and implementation of student-facing learning analytics dashboards in higher...
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UVAM: The Unified Visual Analytics Model. The Unified Visualization Model Revisited
Nowadays, the explosive growth of data generated from numerous sources results in ever-increasing volumes of data that are, therefore, difficult to...
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Beyond Predictive Learning Analytics Modelling and onto Explainable Artificial Intelligence with Prescriptive Analytics and ChatGPT
A significant body of recent research in the field of Learning Analytics has focused on leveraging machine learning approaches for predicting at-risk...
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Visual analytics of spatio-temporal urban mobility patterns via network representation learning
Bicycle-sharing systems play an essential role in the transportation system of urban cities due to their outstanding advantages such as more...
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Resource-aware adaptive indexing for in situ visual exploration and analytics
In in situ data management scenarios, large data files, which do not fit in main memory, must be efficiently handled using commodity hardware,...
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Pimo: memory-efficient privacy protection in video streaming and analytics
Video streaming from cameras to backend cloud or edge servers for neural-based analytics has gained significant popularity. However, the transmission...
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The Data Analytics Framework for XDMoD
Open XDMoD is an established, web-based software tool that facilitates monitoring of cyberinfrastructure (CI); including metrics on compute job...
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The influence of learning analytics dashboard information design on cognitive load and performance
Learning analytics dashboards are becoming increasingly common tools for providing feedback to learners. However, there is limited empirical evidence...
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GenSpecVidOnt: a reference ontology for knowledge based video analytics with multimodal genre detection
Video analytics refers to the process of automatically analysing a video for spatial and temporal events. Effective video analytics require...
