186 citations · 282 across the 12 of their papers we have counts for
12 papers
Quantifying urban streetscapes with deep learning: focus on aesthetic evaluation
Yusuke Kumakoshi, Shigeaki Onoda, Tetsuya Takahashi +1
The disorder of urban streetscapes would negatively affect people's perception of their aesthetic quality. The presence of billboards on building facades has been regarded as an im…
Diversity and density of urban functions in station areas
Yusuke Kumakoshi, Hideki Koizumi, Yuji Yoshimura
The diversity and density of urban functions have been known to affect urban vibrancy positively, but the relation between the two has not been empirically examined; if high densit…
Local Betweenness Centrality Analysis of 30 European Cities
Kaoru Yamaoka, Yusuke Kumakoshi, Yuji Yoshimura
Urban morphology and socioeconomic aspects of cities have been explored by analysing urban street network. To analyse the network, several variations of the centrality indices are…
Fully Decentralized Reinforcement Learning-based Control of Photovoltaics in Distribution Grids for Joint Provision of Real and Reactive Power
Rayan El Helou, Dileep Kalathil, Le Xie
In this paper, we introduce a new framework to address the problem of voltage regulation in unbalanced distribution grids with deep photovoltaic penetration. In this framework, bot…
A pedestrian level strategy to minimize outdoor sunlight exposure in hot summer
Xiaojiang Li, Yuji Yoshimura, Wei Tu +1
Too much sunlight exposure would cause heat stress for people during the hot summer, although a minimum amount of sunlight is required for humans.
Deep Learning Architect: Classification for Architectural Design through the Eye of Artificial Intelligence
Yuji Yoshimura, Bill Cai, Zhoutong Wang +1
This paper applies state-of-the-art techniques in deep learning and computer vision to measure visual similarities between architectural designs by different architects. Using a da…
Analysis of visitors' mobility patterns through random walk in the Louvre museum
Yuji Yoshimura, Roberta Sinatra, Anne Krebs +1
This paper proposes a random walk model to analyze visitors' mobility patterns in a large museum. Visitors' available time makes their visiting styles different, resulting in dissi…
Quantifying memories: mapping urban perception
Shan He, Yuji Yoshimura, Jonas Helfer +3
What people choose to see, like, or remember is of profound interest to city planners and architects. Previous research suggests what people are more likely to store in their memor…
Analysis of pedestrian behaviors through non-invasive Bluetooth monitoring
Yuji Yoshimura, Alexander Amini, Stanislav Sobolevsky +2
This paper analyzes pedestrians' behavioral patterns in the pedestrianized shopping environment in the historical center of Barcelona, Spain. We employ a Bluetooth detection techni…
Urban association rules: uncovering linked trips for shopping behavior
Yuji Yoshimura, Stanislav Sobolevsky, Juan N Bautista Hobin +2
In this article, we introduce the method of urban association rules and its uses for extracting frequently appearing combinations of stores that are visited together to characteriz…
An analysis of visitors' behavior in the Louvre Museum: A study using Bluetooth data
Yuji Yoshimura, Stanislav Sobolevsky, Carlo Ratti +4
Museums often suffer from so-called "hyper-congestion", wherein the number of visitors exceeds the capacity of the physical space of the museum. This can potentially deteriorate th…
An analysis of visitors' length of stay through noninvasive Bluetooth monitoring in the Louvre Museum
Yuji Yoshimura, Anne Krebs, Carlo Ratti
Art Museums traditionally employ observations and surveys to enhance their knowledge of visitors' behavior and experience. However, these approaches often produce spatially and tem…