12 citations · 24 across the 11 of their papers we have counts for
11 papers
Using covariance of node states to design early warning signals for network dynamics
Shilong Yu, Neil G. MacLaren, Naoki Masuda
Real-life systems often experience regime shifts. An early warning signal (EWS) is a quantity that attempts to anticipate such a regime shift. Because complex systems of practical…
Applicability of spatial early warning signals to complex network dynamics
Neil G. MacLaren, Kazuyuki Aihara, Naoki Masuda
Early warning signals (EWSs) for complex dynamical systems aim to anticipate tipping points before they occur. While signals computed from time series data, such as temporal varian…
Observing network dynamics through sentinel nodes
Neil G. MacLaren, Baruch Barzel, Naoki Masuda
A fundamental premise of statistical physics is that the particles in a physical system are interchangeable, and hence the state of each specific component is representative of the…
Effects of Network Connectivity and Functional Diversity Distribution on Human Collective Ideation
Yiding Cao, Yingjun Dong, Minjun Kim +5
Human collective tasks in teams and organizations increasingly require participation of members with diverse backgrounds working in networked social environments. However, little i…
Generation and Influence of Eccentric Ideas on Social Networks
Sriniwas Pandey, Yiding Cao, Yingjun Dong +5
Studying extreme ideas in routine choices and discussions is of utmost importance to understand the increasing polarization in society. In this study, we focus on understanding the…
Cooperation and the social brain hypothesis in primate social networks
Neil G. MacLaren, Lingqi Meng, Melissa Collier +1
The social brain hypothesis states that the relative size of the neocortex is larger for species with higher social complexity as a result of evolution. Various lines of empirical…
Early Warnings for Multistage Transitions in Dynamics on Networks
Neil G. MacLaren, Prosenjit Kundu, Naoki Masuda
Successfully anticipating sudden major changes in complex systems is a practical concern. Such complex systems often form a heterogeneous network, which may show multistage transit…
Mean-field theory for double-well systems on degree-heterogeneous networks
Prosenjit Kundu, Neil G. MacLaren, Hiroshi Kori +1
Many complex dynamical systems in the real world, including ecological, climate, financial, and power-grid systems, often show critical transitions, or tipping points, in which the…
Visualizing Collective Idea Generation and Innovation Processes in Social Networks
Yiding Cao, Yingjun Dong, Minjun Kim +5
Collective idea generation and innovation processes are complex and dynamic, involving a large amount of qualitative narrative information that is difficult to monitor, analyze, an…
Utterance Clustering Using Stereo Audio Channels
Yingjun Dong, Neil G. MacLaren, Yiding Cao +6
Utterance clustering is one of the actively researched topics in audio signal processing and machine learning. This study aims to improve the performance of utterance clustering by…
Capturing the Production of the Innovative Ideas: An Online Social Network Experiment and "Idea Geography" Visualization
Yiding Cao, Yingjun Dong, Minjun Kim +5
Collective design and innovation are crucial in organizations. To investigate how the collective design and innovation processes would be affected by the diversity of knowledge and…