Rosen, Paul
- Topological Deep Learning: Going Beyond Graph Data
2022/06/01 by Mustafa Hajij, Ghada Zamzmi, Hajij, Mustafa +25 · 21 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 Survey of Perception-Based Visualization Studies by Task
2021/07/15 by Quadri, Ghulam Jilani, Rosen, Paul · 11 citations
#FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC)
- 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, Hajij, Mustafa, Mathilde Papillon +83 · 7 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, Ghulam Jilani Quadri, Jeon, Hyeon +9 · 4 citations
Agricultural and Biological Sciences · Computer Science · #Sensory Analysis and Statistical Methods #Advanced Clustering Algorithms Research #Image and Video Quality Assessment
- A Survey on Annotations in Information Visualization: Empirical Insights, Applications, and Challenges
2024/10/08 by Rahman, Md Dilshadur, Doppalapudi, Bhavana, Quadri, Ghulam Jilani +1 · 3 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing
2018/06/22 by Yan, Lin, Zhao, Yaodong, Rosen, Paul +2 · 1 citation
#Computational Geometry (cs.CG) #FOS: Computer and information sciences #Graphics (cs.GR)
- Inferring Quality in Point Cloud-based 3D Printed Objects using Topological Data Analysis
2018/07/09 by Rosen, Paul, Hajij, Mustafa, Tu, Junyi +2 · 1 citation
#FOS: Computer and information sciences #Graphics (cs.GR)
- Through the Looking Glass: Insights into Visualization Pedagogy through\n Sentiment Analysis of Peer Review Text
2021/08/05 by Zachariah Beasley, Beasley, Zachariah, Alon Friedman +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, Anil C. Seth, Rosen, Paul +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, Athawale, Tushar M., Zhe Wang +13 · 2 citations
Decision Sciences · Computer Science · #Probabilistic and Robust Engineering Design #Simulation Techniques and Applications #Advanced Multi-Objective Optimization Algorithms
- An Efficient Data Retrieval Parallel Reeb Graph Algorithm
2018/10/18 by Hajij, Mustafa, Rosen, Paul · 1 citation
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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