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Masamichi Shimosaka
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2020 – today
- 2024
- [j20]Soto Anno
, Kota Tsubouchi, Masamichi Shimosaka
Forecasting Lifespan of Crowded Events With Acoustic Synthesis-Inspired Segmental Long Short-Term Memory. IEEE Access 12: 87309-87322 (2024) - [c84]Soto Anno
Congestion Forecast for Trains with Railroad-Graph-based Semi-Supervised Learning using Sparse Passenger Reports. SIGSPATIAL/GIS 2024: 525-528 - [c83]Soto Anno
Are Crowded Events Forecastable from Promotional Announcements with Large Language Models? SIGSPATIAL/GIS 2024: 529-532 - [c82]Minglu Zhao, Masamichi Shimosaka:
Inverse Reinforcement Learning with Failed Demonstrations towards Stable Driving Behavior Modeling. IV 2024: 2537-2544 - [i1]Soto Anno, Kota Tsubouchi, Masamichi Shimosaka:
Congestion Forecast for Trains with Railroad-Graph-based Semi-Supervised Learning using Sparse Passenger Reports. CoRR abs/2410.17510 (2024) - 2023
- [j19]Soto Anno
CityOutlook+: Early Crowd Dynamics Forecast Through Unbiased Regression With Importance-Based Synthetic Oversampling. IEEE Pervasive Comput. 22(4): 26-34 (2023) - [c81]Yuki Kubota
CityScouter: Exploring the Atmosphere of Urban Landscapes and Visitor Demands with Multimodal Data. UbiComp/ISWC Adjunct 2023: 157-161 - [c80]Takuhiro Shimokawa, Kota Tsubouchi, Yoshihiro Kawahara, Hiroaki Murakami, Masamichi Shimosaka:
Data-driven Simulation of Wireless Communication Signal Strength in Indoor Environments. IPIN 2023: 1-6 - [c79]Atsushi Nomura, Masato Sugasaki, Kota Tsubouchi, Nobuhiko Nishio, Masamichi Shimosaka:
Device-Free Multi-Person Indoor Localization Using the Change of ToF. PERCOM 2023: 190-199 - 2022
- [j18]Yang Zhen
Efficient Adaptive Beacon Deployment Optimization for Indoor Crowd Monitoring Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 201:1-201:22 (2022) - [c78]Shinpei Hosoma, Masato Sugasaki, Hiroaki Arie, Masamichi Shimosaka:
RRT-based maximum entropy inverse reinforcement learning for robust and efficient driving behavior prediction. IV 2022: 1353-1359 - [c77]Liqiang Xu, Yuuki Nishiyama, Masamichi Shimosaka, Kota Tsubouchi
Convolutional Compressed Sensing for Smartphone Acceleration Data Compression. SenSys 2022: 810-811 - 2021
- [c76]Soto Anno, Kota Tsubouchi
CityOutlook: Early Crowd Dynamics Forecast towards Irregular Events Detection with Synthetically Unbiased Regression. SIGSPATIAL/GIS 2021: 207-210 - [c75]Yang Zhen, Masato Sugasaki, Yoshihiro Kawahara, Kota Tsubouchi
AI-BPO: Adaptive incremental BLE beacon placement optimization for crowd density monitoring applications. SIGSPATIAL/GIS 2021: 301-304 - [c74]Yoshiki Omori, Masato Sugasaki, Masamichi Shimosaka:
Efficient Indoor Localization Model Construction by Sequential Recommendation of Data Gathering Position Based on Bayesian Optimization. IPIN-WiP 2021 - [c73]Shaoyu Yang
Smooth and Stopping Interval Aware Driving Behavior Prediction at Un-signalized Intersection with Inverse Reinforcement Learning on Sequential MDPs. IV 2021: 586-593 - [c72]Yuta Hayakawa, Kota Tsubouchi
Simultaneous Multiple POI Population Pattern Analysis System with HDP Mixture Regression. PAKDD (1) 2021: 791-803 - 2020
- [c71]Masamichi Shimosaka, Kota Tsubouchi
MOIRE: Mixed-Order Poisson Regression towards Fine-grained Urban Anomaly Detection at Nationwide Scale. IEEE BigData 2020: 963-970 - [c70]Soto Anno, Kota Tsubouchi
Supervised-CityProphet: Towards Accurate Anomalous Crowd Prediction. SIGSPATIAL/GIS 2020: 175-178 - [c69]Kentaro Nishi, Masamichi Shimosaka:
Fine-Grained Driving Behavior Prediction via Context-Aware Multi-Task Inverse Reinforcement Learning. ICRA 2020: 2281-2287 - [c68]Haruka Abe, Takuya Hino, Motohide Sugihara, Hiroki Ikeya, Masamichi Shimosaka:
Multi-label Long Short-Term Memory for construction vehicle activity recognition with imbalanced supervision. IROS 2020: 8990-8996 - [c67]Ryo Imai, Kota Tsubouchi
Next Place Prediction Using GPS traces and Web Search Queries. PerCom Workshops 2020: 1-4 - [c66]Kota Tsubouchi
Parasitic Location Logging: Estimating Users' Location from Context of Passersby. PerCom 2020: 1-10
2010 – 2019
- 2019
- [c65]Masamichi Shimosaka, Yuta Hayakawa, Kota Tsubouchi:
Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis. AAAI 2019: 1142-1149 - [c64]Kota Tsubouchi
Context-based Markov Model toward Spatio-Temporal Prediction with Realistic Dataset. PredictGIS@SIGSPATIAL 2019: 24-32 - [c63]Ryo Imai, Kosuke Watanabe, Kota Tsubouchi
Proactive car navigation: how can destination prediction give us new navigation experience? UbiComp/ISWC Adjunct 2019: 292-295 - [c62]Takayuki Sakamoto, Hiraki Yasuda, Akira Tsujimoto, Mutsuhiro Iwamoto, Yuta Hayakawa, Takuto Usami, Kota Tsubouchi
CityAtmosphere: VR image to glimpse wishes in the air. UbiComp/ISWC Adjunct 2019: 342-345 - [c61]Masato Sugasaki, Kota Tsubouchi
Group Wi-Lo: Maintaining Wi-Fi-based Indoor Localization Accurate via Group-wise Total Variation Regularization. IPIN 2019: 1-8 - [c60]Masamichi Shimosaka, Qiyang Zhang, Kazunari Takeichi:
Robust Health Score Prediction from Pyro-Sensor Activity Data based on Greedy Feature Selection. PerCom Workshops 2019: 467-473 - 2018
- [c59]Masamichi Shimosaka, Takeshi Tsukiji, Hideyuki Wada, Kota Tsubouchi
Predictive population behavior analysis from multiple contexts with multilinear poisson regression. SIGSPATIAL/GIS 2018: 504-507 - 2017
- [j17]Masato Sugasaki, Masamichi Shimosaka:
Robust Indoor Localization across Smartphone Models with Ellipsoid Features from Multiple RSSIs. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 103:1-103:16 (2017) - [j16]Ryo Imai, Kota Tsubouchi, Tatsuya Konishi, Masamichi Shimosaka:
Early Destination Prediction with Spatio-temporal User Behavior Patterns. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(4): 142:1-142:19 (2017) - [c58]Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi:
Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction. AAAI 2017: 1532-1538 - 2016
- [j15]Masamichi Shimosaka, Osamu Saisho, Takuya Sunakawa, Hidenori Koyasu, Keisuke Maeda, Ryoma Kawajiri:
ZigBee based wireless indoor localization with sensor placement optimization towards practical home sensing. Adv. Robotics 30(5): 315-325 (2016) - [j14]Shigeyuki Odashima, Masamichi Shimosaka, Takuhiro Kaneko, Rui Fukui, Tomomasa Sato:
Collective activity localization by spatiality preservation search. Adv. Robotics 30(11-12): 784-794 (2016) - [c57]Masamichi Shimosaka, Osamu Saisho:
Efficient calibration for rssi-based indoor localization by bayesian experimental design on multi-task classification. UbiComp 2016: 244-249 - [c56]Tatsuya Konishi
CityProphet: city-scale irregularity prediction using transit app logs. UbiComp 2016: 752-757 - [c55]Masamichi Shimosaka, Takeshi Tsukiji, Shoji Tominaga, Kota Tsubouchi
Coupled Hierarchical Dirichlet Process Mixtures for Simultaneous Clustering and Topic Modeling. ECML/PKDD (2) 2016: 230-246 - 2015
- [j13]Rui Fukui, Masahiko Watanabe, Masamichi Shimosaka, Tomomasa Sato:
Hand shape classification in various pronation angles using a wearable wrist contour sensor. Adv. Robotics 29(1): 3-11 (2015) - [j12]Rui Fukui, Hirotaka Ifuku, Masahiko Watanabe, Masamichi Shimosaka, Tomomasa Sato:
Easy-to-install system for daily walking ability assessment using a distance sensor array. J. Ambient Intell. Smart Environ. 7(3): 375-387 (2015) - [c54]Masamichi Shimosaka, Keisuke Maeda, Takeshi Tsukiji, Kota Tsubouchi
Forecasting urban dynamics with mobility logs by bilinear Poisson regression. UbiComp 2015: 535-546 - [c53]Kota Tsubouchi
Fine-grained social relationship extraction from real activity data under coarse supervision. ISWC 2015: 183-187 - [c52]Masamichi Shimosaka, Kentaro Nishi, Jun-ichi Satoh, Hirokatsu Kataoka:
Predicting driving behavior using inverse reinforcement learning with multiple reward functions towards environmental diversity. Intelligent Vehicles Symposium 2015: 567-572 - 2014
- [j11]Rui Fukui, Masahiko Watanabe, Masamichi Shimosaka, Tomomasa Sato:
Hand-shape classification with a wrist contour sensor: Analyses of feature types, resemblance between subjects, and data variation with pronation angle. Int. J. Robotics Res. 33(4): 658-671 (2014) - [j10]Takuhiro Kaneko, Masamichi Shimosaka, Shigeyuki Odashima, Rui Fukui, Tomomasa Sato:
A fully connected model for consistent collective activity recognition in videos. Pattern Recognit. Lett. 43: 109-118 (2014) - [c51]Kentaro Nishi, Kota Tsubouchi
Hourly pedestrian population trends estimation using location data from smartphones dealing with temporal and spatial sparsity. SIGSPATIAL/GIS 2014: 281-290 - [c50]Ryoma Kawajiri, Masamichi Shimosaka, Hisashi Kashima:
Steered crowdsensing: incentive design towards quality-oriented place-centric crowdsensing. UbiComp 2014: 691-701 - [c49]Masamichi Shimosaka, Takuhiro Kaneko, Kentaro Nishi:
Modeling risk anticipation and defensive driving on residential roads with inverse reinforcement learning. ITSC 2014: 1694-1700 - [c48]Kentaro Nishi, Kota Tsubouchi
Extracting land-use patterns using location data from smartphones. Urb-IoT 2014: 38-43 - 2013
- [j9]Rui Fukui, Masahiko Watanabe, Masamichi Shimosaka, Tomomasa Sato:
Development of wrist contour measuring device for an interface using hand shape recognition. Adv. Robotics 27(7): 481-492 (2013) - [j8]Taketoshi Mori
Outdoor Map Construction Based on Aerial Photography and Electrical Map Using Multi-Plane Laser Range Scan Data. J. Robotics Mechatronics 25(1): 5-15 (2013) - [j7]Rui Fukui, Shuhei Kousaka, Tomomasa Sato, Masamichi Shimosaka:
Design Methodology for Human Symbiotic Machines Based on the Description of User's Mental Model. J. Robotics Mechatronics 25(4): 726-736 (2013) - [c47]Kota Tsubouchi
Working-relationship detection from fitbit sensor data. UbiComp (Adjunct Publication) 2013: 115-118 - [c46]Rui Fukui, Keisuke Maeda, Masahiko Watanabe, Masamichi Shimosaka, Tomomasa Sato:
Numerical modeling of image discriminability for home storage and organization system on a smart device. UbiComp (Adjunct Publication) 2013: 187-190 - [c45]Weiwei Wan
A new "grasping by caging" solution by using eigen-shapes and space mapping. ICRA 2013: 1566-1573 - [c44]Rui Fukui, Takuya Sunakawa, Shuhei Kousaka, Masahiko Watanabe, Tomomasa Sato, Masamichi Shimosaka:
TansuBot: A drawer-type storage system for supporting object search with contents' photos and usage histories. IROS 2013: 2703-2709 - [c43]Weiwei Wan
How to manipulate an object robustly with only one actuator (An application of caging). IROS 2013: 2991-2998 - 2012
- [j6]Taketoshi Mori
Predicting Behaviors of Residents by Modeling Preceding Action Transition from Trajectories. J. Robotics Mechatronics 24(2): 320-329 (2012) - [c42]Shigeyuki Odashima, Masamichi Shimosaka, Takuhiro Kaneko, Rui Fukui, Tomomasa Sato:
Collective Activity Localization with Contextual Spatial Pyramid. ECCV Workshops (3) 2012: 243-252 - [c41]Takuhiro Kaneko, Masamichi Shimosaka, Shigeyuki Odashima, Rui Fukui, Tomomasa Sato:
Viewpoint Invariant Collective Activity Recognition with Relative Action Context. ECCV Workshops (3) 2012: 253-262 - [c40]Masamichi Shimosaka, Shinya Masuda, Kazunari Takeichi, Rui Fukui, Tomomasa Sato:
Health score prediction using low-invasive sensors. UbiComp 2012: 1044-1048 - [c39]Takuhiro Kaneko, Masamichi Shimosaka, Shigeyuki Odashima, Rui Fukui, Tomomasa Sato:
Consistent collective activity recognition with fully connected CRFs. ICPR 2012: 2792-2795 - [c38]Weiwei Wan
On the caging region of a third finger with object boundary clouds and two given contact positions. ICRA 2012: 4154-4161 - [c37]Weiwei Wan
Grasping by caging: A promising tool to deal with uncertainty. ICRA 2012: 5142-5149 - [c36]Rui Fukui, Keita Kadowaki, Yamato Niwa, Weiwei Wan, Masamichi Shimosaka, Tomomasa Sato:
Design of Distributed End-Effectors for Caging-Specialized Manipulator - (Design Concept and Development of Finger Component). ISER 2012: 15-26 - [c35]Rui Fukui, Masahiko Watanabe, Masamichi Shimosaka, Tomomasa Sato:
Hand Shape Classification with a Wrist Contour Sensor - (Comparison of Feature Types and Observation of Resemblance among Subjects). ISER 2012: 939-949 - [c34]Shoji Tominaga, Masamichi Shimosaka, Rui Fukui, Tomomasa Sato:
A Unified Framework for Modeling and Predicting Going-Out Behavior. Pervasive 2012: 73-90 - [c33]Hiroshi Noguchi, M. Handa, Rui Fukui, Masamichi Shimosaka, Taketoshi Mori
Capturing device for dense point cloud of indoor people using horizontal LIDAR and pan rotation of vertical LIDAR with mirrors. SII 2012: 428-433 - [c32]Ryoma Kawajiri, Masamichi Shimosaka, Rui Fukui, Tomomasa Sato:
Frustratingly Simplified Deployment in WLAN Localization by Learning from Route Annotation. ACML 2012: 191-204 - 2011
- [j5]Taketoshi Mori
Sensor Arrangement for Classification of Life Activities with Pyroelectric Sensors - Arrangement to Save Sensors and to Quasi-Maximize Classification Precision. J. Robotics Mechatronics 23(4): 494-504 (2011) - [c31]Masamichi Shimosaka, Shinya Masuda, Rui Fukui, Taketoshi Mori
Counting pedestrians in crowded scenes with efficient sparse learning. ACPR 2011: 27-31 - [c30]Rui Fukui, Masahiko Watanabe, Tomoaki Gyota, Masamichi Shimosaka, Tomomasa Sato:
Hand shape classification with a wrist contour sensor: development of a prototype device. UbiComp 2011: 311-314 - [c29]Taketoshi Mori, Shoji Tominaga, Hiroshi Noguchi, Masamichi Shimosaka, Rui Fukui, Tomomasa Sato:
Behavior prediction from trajectories in a house by estimating transition model using stay points. IROS 2011: 3419-3425 - [c28]Kazuhiko Murasaki, Masamichi Shimosaka, Taketoshi Mori, Tomomasa Sato:
Adaptive human shape reconstruction via 3D head tracking for motion capture in changing environment. IROS 2011: 3601-3607 - [p1]Shigeyuki Odashima, Taketoshi Mori
Event Understanding of Human-Object Interaction: Object Movement Detection via Stable Changes. Intelligent Video Event Analysis and Understanding 2011: 195-210 - 2010
- [j4]Hiroshi Noguchi, Taketoshi Mori, Takashi Matsumoto, Masamichi Shimosaka, Tomomasa Sato:
Multiple-Person Tracking by Multiple Cameras and Laser Range Scanners in Indoor Environments. J. Robotics Mechatronics 22(2): 221-229 (2010) - [c27]Masamichi Shimosaka, Yuichi Sagawa, Tomomasa Sato, Taketoshi Mori
Multi-people pose tracking through voxel streams. ICME 2010: 167-172 - [c26]Masamichi Shimosaka, Takahito Ishino, Hiroshi Noguchi, Tomomasa Sato, Taketoshi Mori
Detecting Human Activity Profiles with Dirichlet Enhanced Inhomogeneous Poisson Processes. ICPR 2010: 4384-4387 - [c25]Ryo Urushibata, Taketoshi Mori
The optimization of sensor arrangement and feature selection in activity recognition. INSS 2010: 241-244 - [c24]Taketoshi Mori
Moving objects detection and classification based on trajectories of LRF scan data on a grid map. IROS 2010: 2606-2611
2000 – 2009
- 2009
- [j3]Masamichi Shimosaka, Taketoshi Mori
Discriminative Data Visualization for Daily Behavior Modeling. Adv. Robotics 23(4): 429-441 (2009) - [c23]Masamichi Shimosaka, Yu Nejigane, Taketoshi Mori
Fast online action recognition with efficient structured boosting. ICME 2009: 706-709 - [c22]Masamichi Shimosaka, Yuichi Sagawa, Taketoshi Mori
3D voxel based online human pose estimation via robust and efficient hashing. ICRA 2009: 3577-3582 - [c21]Takashi Matsumoto, Masamichi Shimosaka, Hiroshi Noguchi, Tomomasa Sato, Taketoshi Mori
Pose estimation of multiple people using contour features from multiple laser range finders. IROS 2009: 2190-2196 - [c20]Ming Li, Taketoshi Mori
Use of active RFID and environment-embedded sensors for indoor object location estimation. IUCS 2009: 93-99 - [c19]Masamichi Shimosaka, Kazuhiko Murasaki, Taketoshi Mori
Human shape reconstruction via graph cuts for voxel-based markerless motion capture in intelligent environment. IUCS 2009: 230-236 - [c18]Kana Oshima, Ryo Urushibata, Akinori Fujii, Hiroshi Noguchi, Masamichi Shimosaka, Tomomasa Sato, Taketoshi Mori
Behavior labeling algorithms from accumulated sensor data matched to usage of livelihood support application. RO-MAN 2009: 822-828 - 2008
- [c17]Masamichi Shimosaka, Taketoshi Mori, Tomomasa Sato:
Robust indoor activity recognition via boosting. ICPR 2008: 1-4 - [c16]Taketoshi Mori
Anomaly detection algorithm based on life pattern extraction from accumulated pyroelectric sensor data. IROS 2008: 2545-2552 - [c15]Wathanyoo Khaisongkram, Pongsathorn Raksincharoensak
Automobile Driving Behavior Recognition Using Boosting Sequential Labeling Method for Adaptive Driver Assistance Systems. KI 2008: 103-110 - 2007
- [c14]Taketoshi Mori, Akinori Fujii, Masamichi Shimosaka, Hiroshi Noguchi, Tomomasa Sato:
Typical Behavior Patterns Extraction and Anomaly Detection Algorithm Based on Accumulated Home Sensor Data. FGCN (2) 2007: 12-18 - [c13]Masamichi Shimosaka, Taketoshi Mori
Robust Action Recognition and Segmentation with Multi-Task Conditional Random Fields. ICRA 2007: 3780-3786 - [c12]Yuichi Sagawa, Masamichi Shimosaka, Taketoshi Mori
Fast online human pose estimation via 3D voxel data. IROS 2007: 1034-1040 - [c11]Yu Nejigane, Masamichi Shimosaka, Taketoshi Mori
Online action recognition with wrapped boosting. IROS 2007: 1389-1395 - 2006
- [j2]Taketoshi Mori, Masamichi Shimosaka, Tatsuya Harada, Tomomasa Sato:
Time-Series Human Motion Analysis with Kernels Derived from Learned Switching Linear Dynamics. Inf. Media Technol. 1(1): 314-325 (2006) - [c10]Masamichi Shimosaka, Taketoshi Mori
Efficient Margin-Based Query Learning on Action Classification. IROS 2006: 2778-2784 - [c9]Masamichi Shimosaka, Takayuki Nishimura, Yu Nejigane, Taketoshi Mori
Fast Online Action Recognition with Boosted Combinational Motion Features. IROS 2006: 5851-5858 - [c8]Yushi Segawa, Taketoshi Mori
Human Like Segmentation of Daily Actions based on Switching Model of Linear Dynamical Systems and Human Body Hierarchy. IROS 2006: 5859-5865 - 2005
- [c7]Masamichi Shimosaka, Taketoshi Mori
Marginalized Bags of Vectors Kernels on Switching Linear Dynamics for Online Action Recognition. ICRA 2005: 3072-3077 - [c6]Taketoshi Mori
Online recognition and segmentation for time-series motion with HMM and conceptual relation of actions. IROS 2005: 3864-3870 - 2004
- [j1]Taketoshi Mori, Masamichi Shimosaka, Tatsuya Harada, Tomomasa Sato:
Recognition of Actions in Daily Life and its Performance Adjustment Based on Support Vector Learning. Int. J. Humanoid Robotics 1(4): 565-583 (2004) - [c5]Taketoshi Mori
Hierarchical Recognition of Daily Human Actions Based on Continuous Hidden Markov Models. FGR 2004: 779-784 - [c4]Taketoshi Mori, Masamichi Shimosaka, Tatsuya Harada, Tomomasa Sato:
Informative motion extractor for action recognition with kernel feature alignment. IROS 2004: 2009-2014 - [c3]Taketoshi Mori
SVM-Based Human Action Recognition and Its Remarkable Motion Features Discovery Algorithm. ISER 2004: 15-25 - [c2]Masamichi Shimosaka, Taketoshi Mori
Action recognition based on kernel machine encoding qualitative prior knowledge. SMC (2) 2004: 1569-1576 - 2002
- [c1]Taketoshi Mori, Kousuke Tsujioka, Masamichi Shimosaka, Tomomasa Sato:
Human-like action recognition system using features extracted by human. IROS 2002: 1214-1220
Coauthor Index
[j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [c46] [c45] [c44] [c43] [j6] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [j5] [c31] [c30] [c29] [c28] [p1] [j4] [c27] [c26] [c25] [c24] [j3] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [j2] [c10] [c9] [c8] [c7] [c6] [j1] [c5] [c4] [c3] [c2] [c1]
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