3.3k citations · 6k across the 23 of their papers we have counts for
24 papers
Hyperbolic Graph Embedders for Link Prediction and Topology Reconstruction
Robert Jankowski, Maksim Kitsak, Dorota Celińska-Kopczyńska
Hyperbolic embeddings provide compact geometric representations of complex networks in hyperbolic spaces, but systematic comparisons of methods developed in machine learning, netwo…
Reporting delays: a widely neglected impact factor in COVID-19 forecasts
Long MA, Piet Van Mieghem, Maksim Kitsak
Epidemic forecasts are only as good as the accuracy of epidemic measurements. Is epidemic data, particularly COVID-19 epidemic data, clean and devoid of noise? Common sense implies…
Topological properties and organizing principles of semantic networks
Gabriel Budel, Ying Jin, Piet Van Mieghem +1
Interpreting natural language is an increasingly important task in computer algorithms due to the growing availability of unstructured textual data. Natural Language Processing (NL…
Finding shortest and nearly shortest path nodes in large substantially incomplete networks
Maksim Kitsak, Alexander Ganin, Ahmed Elmokashfi +5
Dynamic processes on networks, be it information transfer in the Internet, contagious spreading in a social network, or neural signaling, take place along shortest or nearly shorte…
Two-population SIR model and strategies to reduce mortality in pandemics
Long Ma, Maksim Kitsak, Piet Van Mieghem
Despite many studies on the transmission mechanism of the Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), it remains still challenging to efficiently reduce mortality…
Relationship among state reopening policies, health outcomes and economic recovery through first wave of the COVID-19 pandemic in the U.S
Alexandre K. Ligo, Emerson Mahoney, Jeffrey Cegan +5
State governments in the U.S. have been facing difficult decisions involving tradeoffs between economic and health-related outcomes during the COVID-19 pandemic. Despite evidence o…