Saucan, Emil
- Characterizing Complex Networks with Forman-Ricci Curvature and\n Associated Geometric Flows
2016/07/28 by Melanie Weber, Weber, Melanie, Emil Saucan +3 · 11 citations
Computer Science · Physics and Astronomy · #05C10 #05C21 #05C75 #05C82 #Combinatorics (math.CO) #Complex Network Analysis Techniques #Data Visualization and Analytics #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis
- Ricci Curvature of the Internet Topology
2015/01/17 by Chien-Chun Ni, Yu-Yao Lin, Ni, Chien-Chun +7 · 7 citations
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Topological and Geometric Data Analysis #Peer-to-Peer Network Technologies
- Network geometry and market instability
2020/09/25 by Samal, Areejit, Pharasi, Hirdesh K., Ramaia, Sarath Jyotsna +4 · 5 citations
#FOS: Economics and business #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Statistical Finance (q-fin.ST)
- Forman-Ricci flow for change detection in large dynamic data sets
2016/04/22 by Melanie Weber, Jürgen Jost, Weber, Melanie +3 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topological and Geometric Data Analysis #Data Visualization and Analytics #Bioinformatics and Genomic Networks
- A Simple Differential Geometry for Complex Networks
2020/04/23 by Saucan, Emil, Samal, Areejit, Jost, Jürgen · 3 citations
#FOS: Mathematics #Metric Geometry (math.MG)
- Geometric Sampling of Networks
2020/10/28 by Barkanass, Vladislav, Jost, Jürgen, Saucan, Emil · 2 citations
#05C82 #46E22 #51E24 #53Z99 #94A20 #Computational Geometry (cs.CG) #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG) #Social and Information Networks (cs.SI)
- Can one see the shape of a network?
2016/08/28 by Melanie Weber, Emil Saucan, Weber, Melanie +3 · 2 citations
Computer Science · Physics and Astronomy · #05C10 #05C82 #Combinatorics (math.CO) #Complex Network Analysis Techniques #Data Visualization and Analytics #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Topological and Geometric Data Analysis
- Forman's Ricci curvature - From networks to hypernetworks
2018/10/17 by Saucan, Emil, Weber, Melanie · 1 citation
#05C10 #05C21 #05C75 #05C82 #Applications (stat.AP) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- A Simple Differential Geometry for Networks and its Generalizations
2019/10/14 by Saucan, Emil, Samal, Areejit, Jost, Jürgen · 1 citation
#Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG) #Networking and Internet Architecture (cs.NI) #Social and Information Networks (cs.SI)
- Rewiring Networks for Graph Neural Network Training Using Discrete Geometry
2022/07/16 by Jakub Bober, Bober, Jakub, Anthea Monod +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Topological and Geometric Data Analysis