Concepedia

Kentaro Nishi

KN

Statistics

Publications

5

Citations

108

H-Index

5

Active since

2014

Affiliations

The University of Tokyo(Current)

Kentaro Nishi is an author at The University of Tokyo specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceRobot LearningComputer ScienceMachine LearningIntelligent SystemsArtificial IntelligenceInverse Reinforcement LearningSmart CityMobile Computing

Publications per year

2014–2020

5

Publications

5

Predicting driving behavior using inverse reinforcement learning with multiple reward functions towards environmental diversity

Masamichi Shimosaka, Kentaro Nishi, Junichi Sato et al. · 2015 · 41 citations

Artificial Intelligence, Engineering, Machine Learning +18

Modeling risk anticipation and defensive driving on residential roads with inverse reinforcement learning

Masamichi Shimosaka, Takuhiro Kaneko, Kentaro Nishi · 2014 · 30 citations

Artificial Intelligence, Engineering, Machine Learning +16

Fine-Grained Driving Behavior Prediction via Context-Aware Multi-Task Inverse Reinforcement Learning

Kentaro Nishi, Masamichi Shimosaka · 2020 · 14 citations

Artificial Intelligence, Inverse Reinforcement Learning, Cognitive Science +15

Extracting Land-Use Patterns using Location Data from Smartphones

Kentaro Nishi, Kota Tsubouchi, Masamichi Shimosaka · 2014 · 13 citations

Engineering, Data Science, Land Use +13

Hourly pedestrian population trends estimation using location data from smartphones dealing with temporal and spatial sparsity

Kentaro Nishi, Kota Tsubouchi, Masamichi Shimosaka · 2014 · 10 citations

Mobile Sensing, Location Tracking, Traffic Censuses +15

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