1 citations · 2 across the 6 of their papers we have counts for
7 papers
Autonomous Business System via Neuro-symbolic AI
Cecil Pang, Hiroki Sayama
Modern business environments demand continuous reconfiguration of cross-functional processes, yet most enterprise systems remain organized around siloed departments, rigid workflow…
Updating the Complex Systems Keyword Diagram Using Collective Feedback and Latest Literature Data
Hiroki Sayama
The complex systems keyword diagram generated by the author in 2010 has been used widely in a variety of educational and outreach purposes, but it definitely needs a major update a…
Network Community Detection and Novelty Scoring Reveal Underexplored Hub Genes in Rheumatoid Arthritis
Neda Amirirad, Hiroki Sayama
Understanding the modular structure and central elements of complex biological networks is critical for uncovering system-level mechanisms in disease. Here, we constructed weighted…
Spatio-Temporal Differences in Bike Sharing Usage: A Tale of Six Cities
Shu-ichi Kinoshita, Yuya Bando, Hiroki Sayama
This study investigates the spatio-temporal patterns of Bike Sharing System (BSS) usage in six major cities: New York, London, Tokyo, Boston, Chicago and Washington D.C. By analyzi…
On the Preservation of Input/Output Directed Graph Informativeness under Crossover
Andreas Duus Pape, J. David Schaffer, Hiroki Sayama +1
There is a broad class of networks which connect inputs to outputs. We provide a strong theoretical foundation for crossover across this class and connect it to informativeness, a…
High-Resolution Agent-Based Modeling of Campus Population Behaviors for Pandemic Response Planning
Hiroki Sayama, Shun Cao
This paper reports a case study of an application of high-resolution agent-based modeling and simulation to pandemic response planning on a university campus. In the summer of 2020…
Modeling and Analysis of the Lead-Lag Network of Economic Indicators
Amanda Goodrick, Hiroki Sayama
We propose a method of analyzing multivariate time series data that investigates lead-lag relationships among economic indicators during the COVID-19 era with a weighted directed n…