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Shimosaka Research Group
pursuing MIUBIQ (machine intelligence in UbiComp Research)
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Projects
Projects
Fine-Grained Object Manipulation Recognition with Wrist-Worn Inertial and Ultrasonic Sensors
2026/04/28
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161 views
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Learning Safe and Stable Driving with IRL: Learning from Temporally Localized Failures
2026/03/31
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1374 views
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Efficient Urban Dynamics Forecasting by Geometrically Complemented Multi-task Poisson Regression.
2026/03/04
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198 views
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Forecasting Crowded Events using Public Announcements with Large Language Models
2024/10/15
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1742 views
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Forecasting Lifespan of Crowded Events Inspired by Acoustic Synthesis Technique
2024/07/04
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1670 views
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Device-Free Multi-Person Indoor Localization Using the Change of ToF
2023/03/03
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2273 views
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Adaptive incremental beacon placement optimization for crowd density monitoring applications
2021/11/01
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2898 views
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Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data
2021/10/05
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2996 views
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Robustifying Wi-Fi localization by Between-Location data augmentation
2021/09/28
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2748 views
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Driving behavior modeling at un-signalized intersection with inverse reinforcement learning on sequential MDPs
2021/07/12
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3572 views
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Construction vehicle activity recognition based on sensor data
2021/03/16
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2877 views
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Multi-Task Multi-Order Poisson Regression for urban dynamics prediction
2021/03/15
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2872 views
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Fast and stable IRL based driving behavior modeling in continuous state space
2021/03/15
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2683 views
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Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs
2021/02/24
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2963 views
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GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation
2020/11/10
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3018 views
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Adaptive driving behavior modeling towards diverse driving situations using inverse reinforcement learning
2020/11/02
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3057 views
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Robust indoor localization across smartphone models with ellipsoid features from multiple RSSIs
2017/10/23
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4998 views
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Early destination prediction by mobile phone sensing
2017/02/04
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5897 views
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Irregularity prediction based on transit app logs
2017/02/04
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5692 views
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Working-Relationship Detection from Fitbit Sensor Data
2015/10/05
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7084 views
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Urban dynamics analysis with large-scale Location data from smartphones
2015/10/05
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6336 views
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Modeling risk anticipation and defensive driving on residential roads using inverse reinforcement learning
2015/08/17
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8180 views
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Consistent collective activity recognition with fully connected CRFs
2014/09/01
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6552 views
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Steered Crowdsensing
2014/08/06
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6245 views
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An easy-to-install system for daily walking ability assessment with a distance sensor array
2013/04/01
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4801 views
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Recent News
Fine-Grained Object Manipulation Recognition with Wrist-Worn Inertial and Ultrasonic Sensors
2026/04/28
Learning Safe and Stable Driving with IRL: Learning from Temporally Localized Failures
2026/03/31
Presenting our paper on Hand object manipulation Recognition with ultrasonic and IMU at PerCom2026 demo session
2026/03/18
Efficient Urban Dynamics Forecasting by Geometrically Complemented Multi-task Poisson Regression.
2026/03/04
Omni-CityMood: Vision-based Urban Atmosphere Perception from Every Angle at SIGSPATIAL2025
2025/11/04
Presenting our paper on Continuous Inverse Reinforcement Learning with State-wise Safety Constraints for Stable Driving Behavior Prediction at ITSC2025
2025/10/30
Presenting our paper on Exploiting Periodic UWB CIRs for Robust Activity Recognition with Attention-aware Multi-level Wavelet at PerCom2025
2025/02/15
Presenting our paper on revealing Universities’ Atmosphere from Visitor Interests has been presented at IEEE BigData 2024
2024/12/16
Our paper on adaptive incremental-decremental BLE placement optimization for accurate indoor positioning has been presented at IPIN2024.
2024/10/23
Presenting two papers at SIGSPATIAL 2024
2024/10/23
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