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Shimosaka Research Group
pursuing MIUBIQ (machine intelligence in UbiComp Research)
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Projects
Projects
Forecasting Crowded Events using Public Announcements with Large Language Models
2024/10/15
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80 views
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Forecasting Lifespan of Crowded Events Inspired by Acoustic Synthesis Technique
2024/07/04
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239 views
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Device-Free Multi-Person Indoor Localization Using the Change of ToF
2023/03/03
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911 views
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Adaptive incremental beacon placement optimization for crowd density monitoring applications
2021/11/01
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1618 views
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Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data
2021/10/05
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1698 views
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Robustifying Wi-Fi localization by Between-Location data augmentation
2021/09/28
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1565 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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2225 views
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Construction vehicle activity recognition based on sensor data
2021/03/16
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1680 views
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Multi-Task Multi-Order Poisson Regression for urban dynamics prediction
2021/03/15
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1605 views
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Fast and stable IRL based driving behavior modeling in continuous state space
2021/03/15
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1503 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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1693 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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1814 views
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Adaptive driving behavior modeling towards diverse driving situations using inverse reinforcement learning
2020/11/02
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1860 views
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Robust indoor localization across smartphone models with ellipsoid features from multiple RSSIs
2017/10/23
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3767 views
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Early destination prediction by mobile phone sensing
2017/02/04
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4624 views
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Irregularity prediction based on transit app logs
2017/02/04
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4420 views
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Working-Relationship Detection from Fitbit Sensor Data
2015/10/05
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5895 views
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Urban dynamics analysis with large-scale Location data from smartphones
2015/10/05
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5213 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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6847 views
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Consistent collective activity recognition with fully connected CRFs
2014/09/01
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5374 views
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Steered Crowdsensing
2014/08/06
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5498 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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4339 views
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Hand Shape Classification with a Wearable Wrist Contour Sensor
2013/04/01
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4116 views
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Health score prediction with high-level activity features
2013/04/01
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3940 views
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Frustratingly Simplified Deployment in Wi-Fi Localization via Route Annotation.
2012/04/01
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3936 views
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Recent News
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
Forecasting Crowded Events using Public Announcements with Large Language Models
2024/10/15
Forecasting Lifespan of Crowded Events Inspired by Acoustic Synthesis Technique
2024/07/04
Our paper on forecasting lifespan of crowded events has been published in IEEE Access
2024/07/04
Presenting our paper on Stable IRL from failed demonstrations at IV2024
2024/05/30
Presenting our demo on the application “CityScouter” at UbiComp 2023
2023/10/11
Presenting our paper on efficient Bluetooth beacon deployment for campus-scale crowd density monitoring application at UbiComp2023
2023/10/05
Our paper on accurately forecasting anomalous crowd dynamics has been published in IEEE Pervasive Computing
2023/10/03
Presenting our paper on data-driven Bluetooth RSSI simulation with neural generative models at IPIN2023
2023/09/14
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