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Shimosaka Research Group

pursuing MIUBIQ (machine intelligence in UbiComp Research)

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    Projects

    Forecasting Crowded Events using Public Announcements with Large Language Models

    Forecasting Crowded Events using Public Announcements with Large Language Models

    2024/10/15 | 374 views |
    Forecasting Lifespan of Crowded Events Inspired by Acoustic Synthesis Technique

    Forecasting Lifespan of Crowded Events Inspired by Acoustic Synthesis Technique

    2024/07/04 | 426 views |
    Device-Free Multi-Person Indoor Localization Using the Change of ToF

    Device-Free Multi-Person Indoor Localization Using the Change of ToF

    2023/03/03 | 1119 views |
    Adaptive incremental beacon placement optimization for crowd density monitoring applications

    Adaptive incremental beacon placement optimization for crowd density monitoring applications

    2021/11/01 | 1805 views |
    Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data

    Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data

    2021/10/05 | 1909 views |
    Robustifying Wi-Fi localization by Between-Location data augmentation

    Robustifying Wi-Fi localization by Between-Location data augmentation

    2021/09/28 | 1696 views |
    Driving behavior modeling at un-signalized intersection with inverse reinforcement learning on sequential MDPs

    Driving behavior modeling at un-signalized intersection with inverse reinforcement learning on sequential MDPs

    2021/07/12 | 2409 views |
    Construction vehicle activity recognition based on sensor data

    Construction vehicle activity recognition based on sensor data

    2021/03/16 | 1822 views |
    Multi-Task Multi-Order Poisson Regression for urban dynamics prediction

    Multi-Task Multi-Order Poisson Regression for urban dynamics prediction

    2021/03/15 | 1769 views |
    Fast and stable IRL based driving behavior modeling in continuous state space

    Fast and stable IRL based driving behavior modeling in continuous state space

    2021/03/15 | 1661 views |
    Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs

    Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs

    2021/02/24 | 1850 views |
    GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation

    GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation

    2020/11/10 | 1958 views |
    Adaptive driving behavior modeling towards diverse driving situations using inverse reinforcement learning

    Adaptive driving behavior modeling towards diverse driving situations using inverse reinforcement learning

    2020/11/02 | 2012 views |
    Robust indoor localization across smartphone models with ellipsoid features from multiple RSSIs

    Robust indoor localization across smartphone models with ellipsoid features from multiple RSSIs

    2017/10/23 | 3923 views |
    Early destination prediction by mobile phone sensing

    Early destination prediction by mobile phone sensing

    2017/02/04 | 4797 views |
    Irregularity prediction based on transit app logs

    Irregularity prediction based on transit app logs

    2017/02/04 | 4592 views |
    Working-Relationship Detection from Fitbit Sensor Data

    Working-Relationship Detection from Fitbit Sensor Data

    2015/10/05 | 6036 views |
    Urban dynamics analysis with large-scale Location data from smartphones

    Urban dynamics analysis with large-scale Location data from smartphones

    2015/10/05 | 5356 views |
    Modeling risk anticipation and defensive driving on residential roads using inverse reinforcement learning

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

    2015/08/17 | 7034 views |
    Consistent collective activity recognition with fully connected CRFs

    Consistent collective activity recognition with fully connected CRFs

    2014/09/01 | 5538 views |
    Steered Crowdsensing

    Steered Crowdsensing

    2014/08/06 | 5609 views |
    An easy-to-install system for daily walking ability assessment with a distance sensor array

    An easy-to-install system for daily walking ability assessment with a distance sensor array

    2013/04/01 | 4429 views |
    Hand Shape Classification with a Wearable Wrist Contour Sensor

    Hand Shape Classification with a Wearable Wrist Contour Sensor

    2013/04/01 | 4216 views |
    Health score prediction with high-level activity features

    Health score prediction with high-level activity features

    2013/04/01 | 4028 views |
    Frustratingly Simplified Deployment in Wi-Fi Localization via Route Annotation.

    Frustratingly Simplified Deployment in Wi-Fi Localization via Route Annotation.

    2012/04/01 | 4026 views |

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    Recent News

    • 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
    • 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

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