Paul Rosen
- Topological Deep Learning: Going Beyond Graph Data
2022/06/01 by Mustafa Hajij, Hajij, Mustafa, Ghada Zamzmi +25 · 22 citations
Computer Science · #Advanced Graph Neural Networks #Algebraic Topology (math.AT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis
- A Qualitative Analysis of Common Practices in Annotations: A Taxonomy and Design Space
2023/06/09 by Md Dilshadur Rahman, Rahman, Md Dilshadur, Ghulam Jilani Quadri +7 · 10 citations
Computer Science · Social Sciences · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia Communication and Technology
- Visual Detection of Structural Changes in Time-Varying Graphs Using\n Persistent Homology
2017/07/20 by Mustafa Hajij, Bei Wang, Hajij, Mustafa +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Alzheimer's disease research and treatments #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Graphics (cs.GR) #Metabolomics and Mass Spectrometry Studies #Topological and Geometric Data Analysis
- TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
2024/02/04 by Mustafa Hajij, Mathilde Papillon, Hajij, Mustafa +83 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation (stat.CO) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS)
- CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering
2023/08/01 by Hyeon Jeon, Jeon, Hyeon, Ghulam Jilani Quadri +9 · 4 citations
Agricultural and Biological Sciences · Computer Science · #Sensory Analysis and Statistical Methods #Advanced Clustering Algorithms Research #Image and Video Quality Assessment
- Remote Sensing of Groundwater: Current Capabilities and Future Directions
2022/09/29 by Kyra H. Adams, J. T. Reager, John T. Reager +15 · 2 citations
Environmental Science · Earth and Planetary Sciences · #Groundwater and Watershed Analysis #Geophysical and Geoelectrical Methods
- Inferring Quality in Point Cloud-based 3D Printed Objects using\n Topological Data Analysis
2018/07/08 by Paul Rosen, Mustafa Hajij, Rosen, Paul +7 · 1 citation
Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #Digital Image Processing Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Topological and Geometric Data Analysis
- Through the Looking Glass: Insights into Visualization Pedagogy through\n Sentiment Analysis of Peer Review Text
2021/08/05 by Zachariah Beasley, Alon Friedman, Beasley, Zachariah +3 · 1 citation
Arts and Humanities · Computer Science · Social Sciences · #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia Communication and Technology #Online Learning and Analytics
- TopoLines: Topological Smoothing for Line Charts
2019/06/22 by Paul Rosen, Ashley Suh, Rosen, Paul +5 · 1 citation
Computer Science · #Computational Geometry (cs.CG) #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Topological and Geometric Data Analysis
- Using Contour Trees in the Analysis and Visualization of Radio Astronomy Data Cubes
2017/04/15 by Paul Rosen, Rosen, Paul, Anil C. Seth +13 · 1 citation
Computer Science · Environmental Science · #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Human-Computer Interaction (cs.HC) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Remote Sensing in Agriculture #Topological and Geometric Data Analysis
- Uncertainty Visualization of Critical Points of 2D Scalar Fields for Parametric and Nonparametric Probabilistic Models
2024/07/25 by Tushar M. Athawale, Zhe Wang, Athawale, Tushar M. +13 · 2 citations
Decision Sciences · Computer Science · #Probabilistic and Robust Engineering Design #Simulation Techniques and Applications #Advanced Multi-Objective Optimization Algorithms
- Mesh Learning Using Persistent Homology on the Laplacian Eigenfunctions
2019/04/21 by Yunhao Zhang, Haowen Liu, Zhang, Yunhao +5 · 1 citation
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
- How Wrangling Tools Shape Wrangling: A Technical Dimensions Analysis
2026/07/28 by Shiyi He, El Kindi Rezig, Paul Rosen +1
Computer Science · #cs.HC
- AnnoBench: A Benchmark for Visualization Annotation Generation
2026/07/28 by Md Rahat-uz-Zaman, Md Dilshadur Rahman, Andrew McNutt +1
Computer Science · #cs.HC #cs.AI