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个人简介
My primary research includes the characterization, design, and evaluation of visual-interactive interfaces to combine the strengths of both humans and algorithms in interactive machine learning and data science applications. My data-centered focus is on time series data as well as multivariate data. My technique-driven focus ranges from unsupervised to supervised machine learning including cluster analysis, dimensionality reduction, active learning, regression analysis, and classification. From a task perspective most of my work supports exploratory data analysis, i.e., sense-making, decision-making, and hypotheses-building for undiscovered data. Important application domains so far include climate and Earth observation, digital libraries, human motion analysis, service and energy network analysis, political decision-making, music classification, sports data analysis, stock chart analysis, as well as medical and patient-related research in particular.
研究兴趣
论文共 113 篇作者统计合作学者相似作者
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Proceedings of the CHI Conference on Human Factors in Computing Systems (2024)
ACM Conference on Human Factors in Computing Systemspp.135:1-135:21, (2024)
Sverrir Arnórsson, Florian Abeillon, Ibrahim Al Hazwani,Jürgen Bernard,Hanna Hauptmann,Mennatallah El-Assady
International EuroVis Workshop on Visual Analyticspp.67-72, (2023)
Computers & Graphics (2023): 45-58
Eurographics Conference on Visualizationpp.1-4, (2023)
IEEE Transactions on Visualization and Computer Graphicsno. 8 (2023): 3441-3457
Ibrahim Al Hazwani, Turki Alahmadi, Kathrin Wardatzky, Oana Inel,Mennatallah El-Assady,Jürgen Bernard
Eurographics Conference on Visualizationpp.37-39, (2023)
Computers & Graphics (2023): 4-5
Eurographics Conference on Visualizationpp.49-51, (2023)
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