Maekawa Takuya 前川卓也

Researcher Number	50447025
Other IDs
Affiliation (Current)	2025: 大阪大学, 高等共創研究院, 教授 2025: 大阪大学, 大学院情報科学研究科, 教授
Affiliation (based on the past Project Information) *help	2025: 大阪大学, 高等共創研究院, 教授 2021 – 2024: 大阪大学, 大学院情報科学研究科, 准教授 2014 – 2021: 大阪大学, 情報科学研究科, 准教授
Review Section/Research Field	Principal Investigator Medium-sized Section 60:Information science, computer engineering, and related fields / Information network / Transformative Research Areas, Section (IV) / Basic Section 60060:Information network-related / Complex systems Except Principal Investigator Complex systems / Transformative Research Areas, Section (IV) / Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords	Principal Investigator 行動認識 / ユビキタスコンピューティング / センサデータ処理 / 機械学習 / バイオロギング / 位置推定 / コンテキスト推定 / 屋内位置推定 / 動物行動学 / 階層生物ナビ … More / 階層的生物ナビ学 / 工場作業 / 人間行動認識 / ウェアラブルセンサ / 行動分析 / Wi-Fi電波 / WiFi電波 / ワイヤレスセンシング / Wi-Fiチャネル状態情報 / Wi-Fiセンシング / スマートフォン / セマンティック位置推定 / ウェアラブルセンシング / コンテキスト認識 / モバイルセンシング / 位置セマンティクス / 屋内位置 / ウェアラブルコンピューティング / 系列データ / データロガー / センサデータロガー / 生物移動情報 / センサデータ / 深層学習 / 軌跡分析 / 移動軌跡 / 移動情報処理 / 生物移動情報学 / データマイニング / 動物移動行動 / コンテキストアウェアネス / 高齢者見守り / IoT … More Except Principal Investigator 神経科学 / 生態学 / ログボット / データ科学 / 制御工学 / 知識発見とデータマイニング / データマイニング / 知識発見 / ロボティクス / 行動生態 / ナビゲーション / χログボット / 情報科学 / 工学 / 階層ナビゲーション / 生物移動情報学 / データ検索 / インデックス / ビッグデータ / データサイエンス / 情報学 / システム科学 Less

野生動物と人間との軋轢を解決に導く動物行動変容技術の研究Principal Investigator
- Principal Investigator
  
  前川卓也
- Project Period (FY)
  2025 – 2029
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  The University of Osaka
生物ナビゲーションのシステム科学
- Principal Investigator
  
  橋本浩一
- Project Period (FY)
  2021
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Tohoku University
Hierarchical Bio-Navigation Integrating Cyber-Physical Space
- Principal Investigator
  
  橋本浩一
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Tohoku University
Transfer learning for context recognition based on Wi-Fi channel state informationPrincipal Investigator
- Principal Investigator
  
  Maekawa Takuya
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Osaka University
Driver-less skill assessment and analysis using explainable AIPrincipal Investigator
- Principal Investigator
  
  Maekawa Takuya
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Osaka University
自律的に計測・介入を行うχログボットのアルゴリズム開発Principal Investigator
- Principal Investigator
  
  前川卓也
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Osaka University
Implementation of Unified Indexing Mechanisms Satisfying Various Retrieval Requirements for Big Data Era
- Principal Investigator
  
  Hara Takahiro
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Osaka University
Indoor Location Semantic Labeling with Mobile and Wearable SensingPrincipal Investigator
- Principal Investigator
  
  Maekawa Takuya
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Young Scientists (A)
- Research Field
  
  Information network
- Research Institution
  Osaka University
Systems Science of Bio-Navigation
- Principal Investigator
  
  Hashimoto Koichi
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Tohoku University
Systems Science of Bio-Navigation
- Principal Investigator
  
  Hashimoto Koichi
- Project Period (FY)
  2016 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Tohoku University
Developing knowledge discovery methods and indoor positioning methods for bio-navigationPrincipal Investigator
- Principal Investigator
  
  Maekawa Takuya
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Osaka University
Developing Transparent Sensor Systems based on Sensors that Mimic Daily ObjectsPrincipal Investigator
- Principal Investigator
  
  Maekawa Takuya
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Information network
- Research Institution
  Osaka University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 Other

All Journal Article Presentation Patent

[Journal Article] OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments2024
- Author(s)
  Naoya Yoshimura, Jaime Morales, Takuya Maekawa, and Takahiro Hara
- Journal Title
  
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2024),
  
  Volume: - Pages: 90-97
- DOI
  10.1109/percom59722.2024.10494448
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Journal Article] Automatic recording of rare behaviors of wild animals using video bio-loggers with on-board light-weight outlier detector,2024
- Author(s)
  Kei Tanigaki, Ryoma Otsuka, Aiyi Li, Yota Hatano, Yuanzhou Wei, Shiho Koyama, Ken Yoda, and Takuya Maekawa
- Journal Title
  
  PNAS Nexus
  
  Volume: 3 Issue: 1
- DOI
  10.1093/pnasnexus/pgad447
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-21H05293, KAKENHI-PLANNED-21H05294, KAKENHI-PLANNED-21H05299, KAKENHI-PROJECT-22H00569
[Journal Article] Exploring deep learning techniques for wild animal behaviour classification using animal‐borne accelerometers2024
- Author(s)
  Otsuka Ryoma、Yoshimura Naoya、Tanigaki Kei、Koyama Shiho、Mizutani Yuichi、Yoda Ken、Maekawa Takuya
- Journal Title
  
  Methods in Ecology and Evolution
  
  Volume: 15 Issue: 4 Pages: 716-731
- DOI
  10.1111/2041-210x.14294
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K05918, KAKENHI-ORGANIZER-21H05293, KAKENHI-PLANNED-21H05294, KAKENHI-PLANNED-21H05299, KAKENHI-PROJECT-22H00569
[Journal Article] Automated construction of Wi-Fi-based indoor logical location predictor using crowd-sourced photos with Wi-Fi signal2023
- Author(s)
  Teerawat Kumrai, Joseph Korpela, Yizhe Zhang, Kazuya Ohara, Tomoki Murakami, Hirantha Abeysekera, Takuya Maekawa
- Journal Title
  
  Elsevier Pervasive and Mobile Computing (PMC)
  
  Volume: 89 Pages: 101742-101742
- DOI
  10.1016/j.pmcj.2022.101742
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-21H05293, KAKENHI-PROJECT-21H03428, KAKENHI-PLANNED-21H05299
[Journal Article] Data sharing and ocean visualization realized by Biologging intelligent Platform (BiP)2023
- Author(s)
  渡辺伸一、木村里子、坂本健太郎、高橋晃周、前川卓也、楢崎友子、三田村啓理、佐藤克文、野田琢嗣、小泉拓也、依田憲、吉田誠、岩田高志、西澤秀明、奥山隼一、青木かがり
- Journal Title
  
  JAPANESE JOURNAL OF ECOLOGY
  
  Volume: 73 Issue: 1 Pages: 9-22
- DOI
  10.18960/seitai.73.1_9
- ISSN
  0021-5007, 2424-127X
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H02269, KAKENHI-PROJECT-22K21355, KAKENHI-PLANNED-21H05299
[Journal Article] Joint Estimation of the Distance and Relative Velocity of Obstacles via Smartphone Active Sound Sensing for Pedestrian Safety2023
- Author(s)
  Thilina Dissanayake, Takuya Maekawa, Takahiro Hara
- Journal Title
  
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2023)
  
  Volume: - Pages: 32-42
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Journal Article] MGA-Net+: Acceleration-based packaging work recognition using motif-guided attention networks2023
- Author(s)
  Morales Jaime、Yoshimura Naoya、Xia Qingxin、Wada Atsushi、Namioka Yasuo、Maekawa Takuya
- Journal Title
  
  Pervasive and Mobile Computing
  
  Volume: 88 Pages: 101735-101735
- DOI
  10.1016/j.pmcj.2022.101735
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K19769, KAKENHI-ORGANIZER-21H05293, KAKENHI-PLANNED-21H05299
[Journal Article] Recent Trends in Sensor-based Activity Recognition2023
- Author(s)
  Takuya Maekawa, Qingxin Xia, Ryoma Otsuka, Naoya Yoshimura, and Kei Tanigaki
- Journal Title
  
  IEEE International Conference on Mobile Data Management (MDM 2023)
  
  Volume: - Pages: 36-38
- DOI
  10.1109/mdm58254.2023.00018
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Journal Article] Acceleration-based Human Activity Recognition of Packaging Tasks Using Motif-guided Attention Networks2022
- Author(s)
  Jaime Morales, Naoya Yoshimura, Qingxin Xia, Atsushi Wada, Yasuo Namioka, Takuya Maekawa
- Journal Title
  
  Proc. of IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2022)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Journal Article] Acceleration-based Activity Recognition of Repetitive Works with Lightweight Ordered-work Segmentation Network2022
- Author(s)
  Yoshimura Naoya、Maekawa Takuya、Hara Takahiro、Wada Atsushi、Namioka Yasuo
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 6 Issue: 2 Pages: 1-39
- DOI
  10.1145/3534572
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K19769, KAKENHI-ORGANIZER-21H05293, KAKENHI-PROJECT-21J10059, KAKENHI-PLANNED-21H05299
[Journal Article] Predicting Performance Improvement of Human Activity Recognition Model by Additional Data Collection2022
- Author(s)
  Tanigaki Kei、Teoh Tze Chuin、Yoshimura Naoya、Maekawa Takuya、Hara Takahiro
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 6 Issue: 3 Pages: 1-33
- DOI
  10.1145/3550319
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K19769, KAKENHI-ORGANIZER-21H05293, KAKENHI-PLANNED-21H05299
[Journal Article] IndoLabel: Predicting Indoor Location Class by Discovering Location-Specific Sensor Data Motifs2022
- Author(s)
  Dissanayake Thilina、Maekawa Takuya、Hara Takahiro、Miyanishi Taiki、Kawanabe Motoaki
- Journal Title
  
  IEEE Sensors Journal
  
  Volume: 22 Issue: 6 Pages: 5372-5385
- DOI
  10.1109/jsen.2021.3102916
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-PLANNED-16H06539, KAKENHI-PROJECT-17H04679, KAKENHI-WRAPUP-21H00448, KAKENHI-PROJECT-21H03428, KAKENHI-PROJECT-21K19769, KAKENHI-ORGANIZER-21H05293, KAKENHI-PLANNED-21H05299
[Journal Article] GPS-assisted Indoor Pedestrian Dead Reckoning2022
- Author(s)
  Heng Zhou, Takuya Maekawa
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) (Presented at UbiComp 2023)
  
  Volume: 6 Issue: 4 Pages: 166-166
- DOI
  10.1145/3569467
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-21H05293, KAKENHI-PLANNED-21H05299
[Journal Article] Capture of flying insects by Black-tailed Gulls <i>Larus crassirostris</i> over inland and offshore areas2021
- Author(s)
  MIZUTANI Yuichi、SUZUKI Hirokazu、MAEKAWA Takuya、KORPELA Joseph、MIYATAKE Takahisa、KOSHIYAMA Yozo、YODA Ken
- Journal Title
  
  Japanese Journal of Ornithology
  
  Volume: 70 Issue: 1 Pages: 53-60
- DOI
  10.3838/jjo.70.53
- NAID
  130008038037
- ISSN
  0913-400X, 1881-9710
- Year and Date
  2021-04-23
- Language
  Japanese
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K14788, KAKENHI-INTERNATIONAL-16K21735, KAKENHI-PLANNED-16H06539, KAKENHI-WRAPUP-21H00448
[Journal Article] Automatic identification of differences in behavioral co-occurrence between groups2021
- Author(s)
  Tian Yiming、Maekawa Takuya、Korpela Joseph、Amagata Daichi、Hara Takahiro、Matsumoto Sakiko、Yoda Ken
- Journal Title
  
  Animal Biotelemetry
  
  Volume: 9 Issue: 1
- DOI
  10.1186/s40317-021-00242-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-PLANNED-16H06539, KAKENHI-WRAPUP-21H00448
[Journal Article] Frechet Kernels for Trajectory Data Analysis2021
- Author(s)
  Koh Takeuchi, Masaaki Imaizumi, Shunsuke Kanda, Keisuke Fujii, Masakazu Ishihata, Takuya Maekawa, Ken Yoda & Yasuo Tabei
- Journal Title
  
  In Proceedings of 29th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2021)
  
  Volume: - Pages: 221-224
- DOI
  10.1145/3474717.3483949
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-21H05293, KAKENHI-PROJECT-20H04075, KAKENHI-PROJECT-21K11780, KAKENHI-PLANNED-21H05300
[Journal Article] Cross-species behavior analysis with attention-based domain-adversarial deep neural networks2021
- Author(s)
  Maekawa Takuya、Higashide Daiki、Hara Takahiro、Matsumura Kentarou、Ide Kaoru、Miyatake Takahisa、Kimura Koutarou D.、Takahashi Susumu
- Journal Title
  
  Nature Communications
  
  Volume: 12 Issue: 1 Pages: 5519-5519
- DOI
  10.1038/s41467-021-25636-x
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-PLANNED-16H06539, KAKENHI-PLANNED-16H06545, KAKENHI-WRAPUP-21H00448, KAKENHI-PROJECT-19H01131, KAKENHI-PROJECT-20J00383, KAKENHI-PROJECT-19K12768, KAKENHI-PROJECT-21K19274, KAKENHI-PLANNED-21H05296
[Journal Article] Machine learning enables improved runtime and precision for bio-loggers on seabirds2020
- Author(s)
  Korpela Joseph、Suzuki Hirokazu、Matsumoto Sakiko、Mizutani Yuichi、Samejima Masaki、Maekawa Takuya、Nakai Junichi、Yoda Ken
- Journal Title
  
  Communications Biology
  
  Volume: 3 Issue: 1 Pages: 633-633
- DOI
  10.1038/s42003-020-01356-8
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K14788, KAKENHI-PLANNED-16H06539, KAKENHI-PLANNED-16H06541, KAKENHI-PROJECT-20H03850
[Journal Article] Robust Unsupervised Factory Activity Recognition with Body-worn Accelerometer Using Temporal Structure of Multiple Sensor Data Motifs2020
- Author(s)
  Xia Qingxin、Korpela Joseph、Namioka Yasuo、Maekawa Takuya
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 4 Issue: 3 Pages: 1-30
- DOI
  10.1145/3411836
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-PLANNED-16H06539, KAKENHI-ORGANIZER-16H06535
[Journal Article] ニューラルネットワークを用いたウェアラブル慣性センサのアップサンプリング手法2020
- Author(s)
  吉村直也,前川卓也,天方大地,原隆浩
- Journal Title
  
  情報処理学会論文誌ジャーナル(Web)
  
  Volume: 61
- NAID
  170000183195
- Peer Reviewed
- Data Source
  KAKENHI-INTERNATIONAL-16K21735
[Journal Article] ニューラルネットワークを用いたウェアラブル慣性センサのアップサンプリング手法2020
- Author(s)
  吉村直也, 前川卓也, 天方大地, 原隆浩
- Journal Title
  
  情報処理学会論文誌
  
  Volume: 61 Pages: 1285-1293
- NAID
  170000183195
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-16H06539
[Journal Article] ニューラルネットワークを用いたウェアラブル慣性センサのアップサンプリング手法2020
- Author(s)
  吉村直也,前川卓也,天方大地,原隆浩
- Journal Title
  
  情報処理学会論文誌ジャーナル(Web)
  
  Volume: 61
- NAID
  170000183195
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-16H06535
[Journal Article] Similarity of Speech Emotion in Different Languages Revealed by a Neural Network with Attention2020
- Author(s)
  Fu Changzeng、Dissanayake Thilina、Hosoda Kazufumi、Maekawa Takuya、Ishiguro Hiroshi
- Journal Title
  
  2020 IEEE 14TH INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC 2020)
  
  Volume: -
- DOI
  10.1109/icsc.2020.00076
- Peer Reviewed
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535
[Journal Article] Deep learning-assisted comparative analysis of animal trajectories with DeepHL2020
- Author(s)
  Takuya Maekawa, Kazuya Ohara, Yizhe Zhang, Matasaburo Fukutomi, Sakiko Matsumoto, Kentarou Matsumura, Hisashi Shidara, Shuhei J. Yamazaki, Ryusuke Fujisawa, Kaoru Ide, Naohisa Nagaya, Koji Yamazaki, Shinsuke Koike, Takahisa Miyatake, Koutarou D. Kimura, Hiroto Ogawa, Susumu Takahashi, and Ken Yoda
- Journal Title
  
  Nature Communications
  
  Volume: 11 Issue: 1 Pages: 5316-5316
- DOI
  10.1038/s41467-020-19105-0
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12768, KAKENHI-INTERNATIONAL-16K21735, KAKENHI-PLANNED-16H06539, KAKENHI-ORGANIZER-16H06535, KAKENHI-PLANNED-16H06541, KAKENHI-PLANNED-16H06543, KAKENHI-PROJECT-20J00383, KAKENHI-PLANNED-16H06544, KAKENHI-PLANNED-16H06545, KAKENHI-PROJECT-23K20318
[Journal Article] Unsupervised Factory Activity Recognition with Wearable Sensors Using Process Instruction Information2019
- Author(s)
  Qingxin Xia、Wada Atsushi、Korpela Joseph、Maekawa Takuya、Namioka Yasuo
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 3 Issue: 2 Pages: 1-23
- DOI
  10.1145/3328931
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535, KAKENHI-PROJECT-17H04679
[Journal Article] STEFTR: A Hybrid Versatile Method for State Estimation and Feature Extraction From the Trajectory of Animal Behavior.2019
- Author(s)
  Yamazaki SJ,Ohara K,Ito K,Kokubun N,Kitanishi T,Takaichi D,Yamada Y,Ikejiri Y,Hiramatsu F,Fujita K,Tanimoto Y,Yamazoe-Umemoto A,Hashimoto K,Sato K,Yoda K,Takahashi A,Ishikawa Y,Kamikouchi A,Hiryu S,Maekawa T,Kimura KD
- Journal Title
  
  Frontiers in neuroscience
  
  Volume: 13 Pages: 626-626
- DOI
  10.3389/fnins.2019.00626
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K19450, KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535, KAKENHI-PLANNED-16H06545, KAKENHI-PUBLICLY-18H05069, KAKENHI-PUBLICLY-19H04933, KAKENHI-PROJECT-16H01769, KAKENHI-PROJECT-16H04655, KAKENHI-PLANNED-16H06536, KAKENHI-PLANNED-16H06541, KAKENHI-PLANNED-16H06542
[Journal Article] Detecting Door Events Using a Smartphone via Active Sound Sensing2018
- Author(s)
  Dissanayake Thilina、Maekawa Takuya、Amagata Daichi、Hara Takahiro
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 2 Issue: 4 Pages: 1-26
- DOI
  10.1145/3287038
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535, KAKENHI-PROJECT-17H04679
[Journal Article] Privacy-Preserving Recognition of Object-based Activities Using Near-Infrared Reflective Markers2018
- Author(s)
  Joseph Korpela, Takuya Maekawa
- Journal Title
  
  ACM/Springer Personal and Ubiquitous Computing (ACM/Springer PUC)
  
  Volume: Vol. 22, Issue 2 Issue: 2 Pages: 365-377
- DOI
  10.1007/s00779-017-1070-9
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Journal Article] Estimating the Physical Distance between Two Locations with Wi-Fi Received Signal Strength Information Using Obstacle-aware Approach2018
- Author(s)
  Nakatani Tomoya、Maekawa Takuya、Shirakawa Masumi、Hara Takahiro
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 2 Issue: 3 Pages: 1-26
- DOI
  10.1145/3264940
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535, KAKENHI-PROJECT-17H04679
[Journal Article] Easy to Install Indoor Positioning System that Parasitizes Home Lighting2017
- Author(s)
  Maekawa Takuya、Sakumichi Yuki
- Journal Title
  
  Ambient Intelligence 2017
  
  Volume: ー Pages: 124-129
- DOI
  10.1007/978-3-319-56997-0_9
- ISBN
  9783319569963, 9783319569970
- Peer Reviewed
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535
[Journal Article] Experience-dependent modulation of behavioral features in sensory navigation of nematodes and bats revealed by machine learning2017
- Author(s)
  Yamazaki Shuhei J.、Ikejiri Yosuke、Hiramatsu Fumie、Fujita Kosuke、Tanimoto Yuki、Yamazoe-Umemoto Akiko、Yamada Yasufumi、Hashimoto Koichi、Hiryu Shizuko、Maekawa Takuya、Kimura Koutarou D.
- Journal Title
  
  bioRxiv
  
  Volume: ー
- DOI
  10.1101/198879
- Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535, KAKENHI-PLANNED-16H06536
[Journal Article] Metric structure from motion by indoor localization using Wi-Fi channel state information2017
- Author(s)
  Ohara Kazuya、Hayashi Taisei、Maekawa Takuya、Matsushita Yasuyuki
- Journal Title
  
  Mechatronics and Automation (ICMA), 2017 IEEE International Conference on
  
  Volume: ー Pages: 352-357
- DOI
  10.1109/icma.2017.8015842
- Peer Reviewed
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535
[Journal Article] アクティブ・パッシブセンシングを用いた学習環境への過剰適合を考慮した屋内位置セマンティクス推定手法2017
- Author(s)
  立川雅也, 前川卓也, 松下康之
- Journal Title
  
  情報処理学会論文誌
  
  Volume: 58 Pages: 1655-1663
- NAID
  170000148991
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-16H06539
[Journal Article] Detecting State Changes of Indoor Everyday Objects using Wi-Fi Channel State Information2017
- Author(s)
  Ohara Kazuya、Maekawa Takuya、Matsushita Yasuyuki
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 1 Issue: 3 Pages: 1-28
- DOI
  10.1145/3131898
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-ORGANIZER-16H06535, KAKENHI-PLANNED-16H06539, KAKENHI-PROJECT-17H04679, KAKENHI-PROJECT-17J06602
[Journal Article] Daily Activity Sensing Technologies using Wearable Devices and Their Applications to Animal Behaviour Recognition2017
- Author(s)
  前川卓也、鮫島正樹
- Journal Title
  
  Journal of the Robotics Society of Japan
  
  Volume: 35 Issue: 2 Pages: 105-109
- DOI
  10.7210/jrsj.35.105
- NAID
  130006855099
- ISSN
  0289-1824, 1884-7145
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21735, KAKENHI-PLANNED-16H06539, KAKENHI-ORGANIZER-16H06535
[Journal Article] Wi-Fi電波を用いたデバイスフリーパッシブ位置推定モデルの転移手法2016
- Author(s)
  尾原和也, 前川卓也, 岸野泰恵, 白井良成, 納谷太
- Journal Title
  
  情報処理学会論文誌
  
  Volume: 57 Pages: 405-415
- NAID
  170000130846
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730047
[Journal Article] 屋内電気系統センシングを用いた電化製品が利用されているコンセントの推定手法2015
- Author(s)
  孔全，前川卓也
- Journal Title
  
  情報処理学会論文誌
  
  Volume: 56 Pages: 869-878
- NAID
  110009884080
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730047
[Patent] 距離推定装置、距離推定方法及びプログラム2023
- Inventor(s)
  前川卓也、尾原和也、岸野泰恵
- Industrial Property Rights Holder
  前川卓也、尾原和也、岸野泰恵
- Industrial Property Rights Type
  特許
- Filing Date
  2023
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] A trial for wild animal behaviour classification using animal-borne accelerometers and deep learning techniques2024
- Author(s)
  Ryoma Otuka, Naoya Yoshimura, Kei Tanigaki, Shiho Koyama, Yuichi Mizutani, Ken Yoda, Takuya Maekawa
- Organizer
  The 8th International Bio-Logging Science Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Presentation] AI on Animals: AI-enabled bio-loggers transform animal behavior study in the wild2024
- Author(s)
  Takuya Maekawa, Kei Tanigaki, Ryoma Otsuka, Shiho Koyama, Yuichi Mizutani, Ken Yoda
- Organizer
  The 8th International Bio-Logging Science Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Presentation] Preliminary investigation on motif-guided multilevel knowledge transfer for logistic work activity recognition2024
- Author(s)
  Morales Jaime，Yoshimura Naoya，Xia Qinxin，Maekawa Takuya，Oshima Hirotomo，Fukuda Masamitsu，Namioka Yasuo
- Organizer
  情報処理学会第81回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] 産業分野における行動認識のためのOpenPackデータセットの構築とその運用2024
- Author(s)
  前川卓也，吉村直也，Molares Jaime，原隆浩
- Organizer
  情報処理学会第81回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] A trial for wild animal behaviour classification using animal-borne accelerometers and deep learning techniques2024
- Author(s)
  Ryoma Otuka, Naoya Yoshimura, Kei Tanigaki, Shiho Koyama, Yuichi Mizutani, Ken Yoda, Takuya Maekawa
- Organizer
  The 8th International Bio-Logging Science Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] AI on Animals: AI-enabled bio-loggers transform animal behavior study in the wild2024
- Author(s)
  Takuya Maekawa, Kei Tanigaki, Ryoma Otsuka, Shiho Koyama, Yuichi Mizutani, Ken Yoda
- Organizer
  The 8th International Bio-Logging Science Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] 産業分野における行動認識のためのOpenPackデータセットの構築とその運用2024
- Author(s)
  前川卓也，吉村直也，Molares Jaime，原隆浩
- Organizer
  情報処理学会第81回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments2024
- Author(s)
  Naoya Yoshimura, Jaime Morales, Takuya Maekawa, and Takahiro Hara
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments2024
- Author(s)
  Naoya Yoshimura, Jaime Morales, Takuya Maekawa, and Takahiro Hara
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] 産業分野における行動認識のためのOpenPackデータセットの構築とその運用2024
- Author(s)
  前川卓也，吉村直也，Molares Jaime，原隆浩
- Organizer
  情報処理学会第81回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Presentation] Preliminary Investigation of Indoor GPS Satellite Reception Prediction via Neural Networks2023
- Author(s)
  周恒，前川卓也
- Organizer
  情報処理学会第79回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Preliminary Investigation of predicting GPS satellite’s signal strength in indoor environments2023
- Author(s)
  ZHOU Heng, MAEKAWA Takuya
- Organizer
  2023年度人工知能学会全国大会 JSAI 2023
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Detecting Repetitive Human Actions by Neural Networks Trained on Composite Data Only2023
- Author(s)
  Yuuki Nishino, Takuya Maekawa, and Takahiro Hara
- Organizer
  Second International Workshop on Behavior analysis and Recognition for knowledge Discovery (BiRD 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Preliminary Investigation of Skeleton-based Hand-washing Recognition Using Interaction Graph Between Two Hands2023
- Author(s)
  Zhang Yiqing, Maekawa Takuya
- Organizer
  情報処理学会第80回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] 動物行動のデータ駆動型解析に向けた取り組み2023
- Author(s)
  前川卓也
- Organizer
  JST CREST 「脳領域／個体／集団間のインタラクション創発原理の解明と適用」定例会議
- Invited
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Detecting Repetitive Human Actions by Neural Networks Trained on Composite Data Only2023
- Author(s)
  Yuuki Nishino, Takuya Maekawa, and Takahiro Hara
- Organizer
  Second International Workshop on Behavior analysis and Recognition for knowledge Discovery (BiRD 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] IoT on Animals: Using On-device Activity Recognition Techniques to Unveil the Secrets of Animal Behavior2023
- Author(s)
  Takuya Maekawa
- Organizer
  ACM MobiSys 2023, IoT Day
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Presentation] Preliminary Investigation of Estimating Depth Images of Moving Objects from Wi-Fi Channel State Information2023
- Author(s)
  Cao Guanyu, Maekawa Takuya, Ohara Kazuya, Kishino Yasue
- Organizer
  情報処理学会第79回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] Joint Estimation of the Distance and Relative Velocity of Obstacles via Smartphone Active Sound Sensing for Pedestrian Safety2023
- Author(s)
  Thilina Dissanayake, Takuya Maekawa, and Takahiro Hara
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] IoT on Animals: Using On-device Activity Recognition Techniques to Unveil the Secrets of Animal Behavior2023
- Author(s)
  Takuya Maekawa
- Organizer
  ACM MobiSys 2023, IoT Day
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Detecting Repetitive Human Actions by Neural Networks Trained on Composite Data Only2023
- Author(s)
  Yuuki Nishino, Takuya Maekawa, Takahiro Hara
- Organizer
  2nd International Workshop on Behavior analysis and Recognition for knowledge Discovery (BiRD 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Presentation] IoT on Animals: Using On-device Activity Recognition Techniques to Unveil the Secrets of Animal Behavior2023
- Author(s)
  Takuya Maekawa
- Organizer
  ACM MobiSys 2023, IoT Day
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] Recent Trends in Sensor-based Activity Recognition2023
- Author(s)
  Takuya Maekawa, Qingxin Xia, Ryoma Otsuka, Naoya Yoshimura, and Kei Tanigaki
- Organizer
  IEEE International Conference on Mobile Data Management (MDM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] 人間行動認識における汎用行動モデルの構築とその応用に関する検討2023
- Author(s)
  谷垣慶, 前川卓也, 原隆浩
- Organizer
  情報処理学会第80回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Preliminary Investigation of Using SSL for Complex Work Activity Recognition in Industrial Settings2023
- Author(s)
  Xia Qingxin, Maekawa Takuya, Hara Takahiro, Oshima Hirotomo, and Namioka Yasuo
- Organizer
  情報処理学会第78回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] 人間行動認識における汎用行動モデルの構築とその応用に関する検討2023
- Author(s)
  谷垣慶, 前川卓也, 原隆浩
- Organizer
  情報処理学会第80回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Recent Trends in Sensor-based Activity Recognition2023
- Author(s)
  Takuya Maekawa, Qingxin Xia, Ryoma Otsuka, Naoya Yoshimura, and Kei Tanigaki
- Organizer
  IEEE International Conference on Mobile Data Management (MDM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] 産業分野における誤認識を含む行動認識結果に基づく作業工程の異常検知に関する検討2023
- Author(s)
  門野航央, 吉村直也, 前川卓也, 原隆浩
- Organizer
  情報処理学会第78回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Few-shot弱教師あり学習を用いたウェアラブル加速度センサによる動作カウント手法2022
- Author(s)
  西野祐希, 前川卓也, 原隆浩
- Organizer
  情報処理学会第74回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] AI on Animals: 野生動物観測のためのリアルタイム行動認識技術を活用したバイオロギング2022
- Author(s)
  前川卓也
- Organizer
  電子情報通信学会 2022年ソサイエティ大会
- Invited
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] 産業分野での行動認識における例外的行動が認識結果に及ぼす影響に関する分析2022
- Author(s)
  門野航央，吉村直也，前川卓也，原隆浩
- Organizer
  情報処理学会第76回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Acceleration-based Human Activity Recognition of Packaging Tasks Using Motif-guided Attention Networks2022
- Author(s)
  Jaime Morales, Naoya Yoshimura, Qingxin Xia, Atsushi Wada, Yasuo Namioka, Takuya Maekawa
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] 介護記録の記録漏れを考慮した非周期性行動の予測に関する検討2022
- Author(s)
  奥田隆一郎，夏清心，前川卓也，原隆浩，井上創造
- Organizer
  情報処理学会第76回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Acceleration-based Human Activity Recognition of Packaging Tasks Using Motif-guided Attention Networks2022
- Author(s)
  Jaime Morales, Naoya Yoshimura, Qingxin Xia, Atsushi Wada, Yasuo Namioka, Takuya Maekawa
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] 産業分野での行動認識における例外的行動が認識結果に及ぼす影響に関する分析2022
- Author(s)
  門野航央，吉村直也，前川卓也，原隆浩
- Organizer
  情報処理学会第76回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Preliminary Investigation of Distance Estimation between Devices via Wi-Fi Round Trip Time2022
- Author(s)
  Yuqiao Wang, Takuya Maekawa
- Organizer
  情報処理学会第76回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] Preliminary Investigation of Employing Smartphone Active Sound Sensing to Predict Distance and Relative Velocity of Roadside Obstacles to Aid Distracted Pedestrians2022
- Author(s)
  Dissanayake Thilina, Maekawa Takuya, Hara Takahiro
- Organizer
  情報処理学会第76回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Preliminary Investigation of Estimating Distance between Devices via Wi-Fi Round Trip Time Using Positional Embedding of Access Points2022
- Author(s)
  Yuqiao Wang, Takuya Maekawa, Kazuya Ohara, Yasue Kishino, Tomoki Murakami, and Hirantha Abeysekera
- Organizer
  情報処理学会第77回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] AI on Animals: 野生動物観測のためのリアルタイム行動認識技術を活用したバイオロギング2022
- Author(s)
  前川卓也
- Organizer
  電子情報通信学会 2022年ソサイエティ大会
- Invited
- Data Source
  KAKENHI-ORGANIZER-21H05293
[Presentation] Acceleration-based Human Activity Recognition of Packaging Tasks Using Motif-guided Attention Networks2022
- Author(s)
  Jaime Morales, Naoya Yoshimura, Qingxin Xia, Atsushi Wada, Yasuo Namioka, Takuya Maekawa
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-WRAPUP-21H00448
[Presentation] 介護記録の記録漏れを考慮した非周期性行動の予測に関する検討2022
- Author(s)
  奥田隆一郎，夏清心，前川卓也，原隆浩，井上創造
- Organizer
  情報処理学会第76回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] 工場・物流センタにおける作業順序を考慮した少量学習データでの作業行動認識手法の検討2022
- Author(s)
  吉村直也, 前川卓也, 原隆浩, 和田篤, 浪岡保男
- Organizer
  情報処理学会第74回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Preliminary Investigation of Estimating Distance between Devices via Wi-Fi Round Trip Time Using Positional Embedding of Access Points2022
- Author(s)
  Yuqiao Wang, Takuya Maekawa, Kazuya Ohara, Yasue Kishino, Tomoki Murakami, and Hirantha Abeysekera
- Organizer
  情報処理学会第77回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] Few-shot弱教師あり学習を用いたウェアラブル加速度センサによる動作カウント手法2022
- Author(s)
  西野祐希, 前川卓也, 原隆浩
- Organizer
  情報処理学会第74回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Acceleration-based Human Activity Recognition of Packaging Tasks Using Motif-guided Attention Networks2022
- Author(s)
  Jaime Morales, Naoya Yoshimura, Qingxin Xia, Atsushi Wada, Yasuo Namioka, Takuya Maekawa
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-INTERNATIONAL-16K21735
[Presentation] 工場・物流センタにおける作業順序を考慮した少量学習データでの作業行動認識手法の検討2022
- Author(s)
  吉村直也, 前川卓也, 原隆浩, 和田篤, 浪岡保男
- Organizer
  情報処理学会第74回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Wi-Fi CSIを用いた行動認識のための強化学習を用いた環境非依存なサンプリングレート選択2022
- Author(s)
  丹野友華, 前川卓也, 原隆浩, 尾原和也, 岸野泰恵, 村上友規, アベセカラヒランタ
- Organizer
  情報処理学会第73回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] Preliminary Investigation of Predicting the Distance and the Relative Velocirty of the Obstacles via Smartphone Active Sound Sensing for Pedestrian Safety2022
- Author(s)
  Dissanayake Thilina, Maekawa Takuya, Hara Takahiro
- Organizer
  情報処理学会第74回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Preliminary Investigation of Distance Estimation between Devices via Wi-Fi Round Trip Time2022
- Author(s)
  Yuqiao Wang, Takuya Maekawa
- Organizer
  情報処理学会第76回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-21H05299
[Presentation] Acceleration-based Human Activity Recognition of Packaging Tasks Using Motif-guided Attention Networks2022
- Author(s)
  Jaime Morales, Naoya Yoshimura, Qingxin Xia, Atsushi Wada, Yasuo Namioka, Takuya Maekawa
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Acceleration-based Human Activity Recognition of Packaging Tasks Using Motif-guided Attention Networks2022
- Author(s)
  Jaime Morales, Naoya Yoshimura, Qingxin Xia, Atsushi Wada, Yasuo Namioka, Takuya Maekawa
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Comparative Analysis of High- and Low-Performing Factory Workers with Attention-Based Neural Networks2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] WeakCounter: Acceleration-based Repetition Counting of Actions with Weakly Supervised Learning2021
- Author(s)
  Yuuki Nishino, Takuya Maekawa, Takahiro Hara
- Organizer
  International Symposium on Wearable Computers (ISWC 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] 弱教師あり学習による加速度センサを用いた動作カウント手法の提案2021
- Author(s)
  西野祐希, 前川卓也, 原隆浩
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2021)
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] WeakCounter: Acceleration-based Repetition Counting of Actions with Weakly Supervised Learning2021
- Author(s)
  Yuuki Nishino, Takuya Maekawa, Takahiro Hara
- Organizer
  International Symposium on Wearable Computers (ISWC 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-INTERNATIONAL-16K21735
[Presentation] Comparative Analysis of High- and Low-Performing Factory Workers with Attention-Based Neural Networks2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Machine Learning-assisted Animal Activity Sensing and Understanding2021
- Author(s)
  Takuya Maekawa
- Organizer
  IJCAI2020 Workshop on AI4IoT
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Wi-Fi CSI-Based Activity Recognition with Adaptive Sampling Rate Selection2021
- Author(s)
  Yuka Tanno, Takuya Maekawa, Takahiro Hara
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-WRAPUP-21H00448
[Presentation] Comparative Analysis of High- and Low-Performing Factory Workers with Attention-Based Neural Networks2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-WRAPUP-21H00448
[Presentation] Wi-Fi CSI-Based Activity Recognition with Adaptive Sampling Rate Selection, Proc. of 18th EAI International Conference on Mobile and Ubiquitous Systems2021
- Author(s)
  Yuka Tanno, Takuya Maekawa, Takahiro Hara
- Organizer
  Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] A Supporting Technique for Comparative Analysis of Factory Work by Skilled and Unskilled Workers using Neural Network with Attention Mechanism2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2021)
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 弱教師あり学習による加速度センサを用いた動作カウント手法の提案2021
- Author(s)
  西野祐希, 前川卓也, 原隆浩
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2021)
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] WeakCounter: Acceleration-based Repetition Counting of Actions with Weakly Supervised Learning2021
- Author(s)
  Yuuki Nishino, Takuya Maekawa, Takahiro Hara
- Organizer
  International Symposium on Wearable Computers (ISWC 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] WeakCounter: Acceleration-based Repetition Counting of Actions with Weakly Supervised Learning2021
- Author(s)
  Yuuki Nishino, Takuya Maekawa, Takahiro Hara
- Organizer
  International Symposium on Wearable Computers (ISWC 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-WRAPUP-21H00448
[Presentation] Wi-Fi CSI-Based Activity Recognition with Adaptive Sampling Rate Selection2021
- Author(s)
  Yuka Tanno, Takuya Maekawa, Takahiro Hara
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-INTERNATIONAL-16K21735
[Presentation] AI on Animals: 行動認識技術とバイオロギングの融合による野生動物観測2021
- Author(s)
  前川卓也
- Organizer
  インタラクション2021
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Comparative Analysis of High- and Low-Performing Factory Workers with Attention-Based Neural Networks2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] A Supporting Technique for Comparative Analysis of Factory Work by Skilled and Unskilled Workers using Neural Network with Attention Mechanism2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2021)
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Wi-Fi CSI-Based Activity Recognition with Adaptive Sampling Rate Selection, Proc. of 18th EAI International Conference on Mobile and Ubiquitous Systems2021
- Author(s)
  Yuka Tanno, Takuya Maekawa, Takahiro Hara
- Organizer
  Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H03428
[Presentation] WeakCounter: Acceleration-based Repetition Counting of Actions with Weakly Supervised Learning2021
- Author(s)
  Yuuki Nishino, Takuya Maekawa, Takahiro Hara
- Organizer
  International Symposium on Wearable Computers (ISWC 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K19769
[Presentation] Comparative Analysis of High- and Low-Performing Factory Workers with Attention-Based Neural Networks2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] NaviMine: A tool for mining trajectories through behavior prediction2021
- Author(s)
  Yimin Tian, Takuya Maekawa, Takahiro Hara, Yojiro Yokomori, and Takashi Kitagawa
- Organizer
  PerCom2021 International Workshop on Pervasive Information Flow (PerFlow'21)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] WeakCounter: Acceleration-based Repetition Counting of Actions with Weakly Supervised Learning2021
- Author(s)
  Yuuki Nishino, Takuya Maekawa, Takahiro Hara
- Organizer
  International Symposium on Wearable Computers (ISWC 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Comparative Analysis of High- and Low-Performing Factory Workers with Attention-Based Neural Networks2021
- Author(s)
  Qingxin Xia, Atsushi Wada, Takanori Yoshii, Yasuo Namioka, Takuya Maekawa
- Organizer
  18th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-INTERNATIONAL-16K21735
[Presentation] Preliminary Investigation of Unsupervised Factory Activity Recognition with Wearable Sensors via Temporal Structure of Multiple Motifs2020
- Author(s)
  Xia Qingxin, Joseph Korpela, Yasuo Namioka, and Takuya Maekawa
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2020)シンポジウム
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Wi-Fiチャネル状態情報による行動認識における強化学習を用いたサンプリングレート自動選択の検討2020
- Author(s)
  丹野友華, 前川卓也, 原隆浩
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2020)シンポジウム
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Human Activity Recognition with Deep Reinforcement Learning using the Camera of a Mobile Robot2020
- Author(s)
  Teerawat Kumrai、Joseph Korpela、Takuya Maekawa、Yen Yu、Ryota Kanai
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] 深層学習を用いた生物移動軌跡の教師なしセグメンテーションに関する検討2020
- Author(s)
  辻本大輝, 竹内孝, 岸野泰恵, 鈴木宏和, 依田憲, 木村幸太郎, 前川卓也, 原隆浩
- Organizer
  人工知能学会第34回全国大会2020
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary investigation on activity recognition for packaging tasks using motif-guided attention networks2020
- Author(s)
  Morales Jaime, Yoshimura Naoya, Xia Qingxin, Maekawa Takuya, Wada Atsushi, Namioka Yasuo
- Organizer
  情報処理学会第68回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] AI on Animals: 人工知能を搭載したバイオロギングデバイスの開発と運用2020
- Author(s)
  前川卓也
- Organizer
  第21回計測自動制御学会システムインテグレーション部門講演会
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] スマートウォッチによるアクティブ・パッシブセンシングを用いた屋内位置ラベル推定2020
- Author(s)
  前川卓也, 原隆浩, 宮西大樹, 川鍋一晃
- Organizer
  情報処理学会第68回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] ドメイン敵対学習を用いたWi-Fi CSIによるドアイベント認識2020
- Author(s)
  KIM HENG, 尾原和也, 前川卓也, 原隆浩, 村上友規, アベセカラヒランタ
- Organizer
  情報処理学会第67回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Human Activity Recognition with Deep Reinforcement Learning using the Camera of a Mobile Robot2020
- Author(s)
  Teerawat Kumrai、Joseph Korpela、Takuya Maekawa、Yen Yu、Ryota Kanai
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 行動認識ニューラルネットの理解に向けたActivation Maximizaionの活用に関する検討2020
- Author(s)
  吉村直也, 前川卓也, 原隆浩
- Organizer
  情報処理学会第68回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 頑健な屋内位置推定のための時間的・空間的特徴を利用したWi-Fi受信信号のノイズ除去と欠損値補間に関する検討2020
- Author(s)
  村上健太, 前川卓也, 原隆浩
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2020)シンポジウム
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 実世界指向AIが引き起こすイノベーション2019
- Author(s)
  前川卓也
- Organizer
  第一回ビジネスedgeセミナー「AIは経営とビジネスモデルにどんなイノベーションを起こすのか」
- Invited
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of Visualizing Human Activity Recognition Neural Network2019
- Author(s)
  Naoya Yoshimura、Takuya Maekawa、Takahiro Hara
- Organizer
  The 12th International Conference on Mobile Computing and Ubiquitous Networking (ICMU 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Upsampling Inertial Sensor Data from Wearable Smart Devices using Neural Networks2019
- Author(s)
  Naoya Yoshimura、Takuya Maekawa、Daichi Amagata、Takahiro Hara
- Organizer
  The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary Investigation of Assembly Work Activity Recognition with Wearable Sensors via Unsupervised Learning2019
- Author(s)
  Xia Qingxin、Atsushi Wada、Joseph Korpela、Takuya Maekawa、Yasuo Namioka
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2019)
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] 深層学習を用いた異種動物横断型移動行動分析の可能性2019
- Author(s)
  前川卓也
- Organizer
  日本生態学会第66回大会
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary Investigation of an Accelerated Algorithm for Unsupervised Assembly-work Activity Recognition with Acceleration Sensors2019
- Author(s)
  Xia Qingxin、Korpela Joseph、前川卓也、和田篤、浪岡保男
- Organizer
  電気学会研究会資料情報システム研究会
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of an Accelerated Algorithm for Unsupervised Assembly-work Activity Recognition with Acceleration Sensors2019
- Author(s)
  Xia Qingxin、Korpela Joseph、前川卓也、和田篤、浪岡保男
- Organizer
  電気学会研究会資料情報システム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Object-Based Activity Recognition Using Egocentric Video Based on Web Knowledge2019
- Author(s)
  Tomoya Nakatani, Ryohei Kuga, Takuya Maekawa
- Organizer
  Proc. of PerCom International Workshop on Behavior analysis and Recognition for knowledge Discovery (BiRD 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of Assembly Work Activity Recognition with Wearable Sensors via Unsupervised Learning2019
- Author(s)
  Xia Qingxin、Atsushi Wada、Joseph Korpela、Takuya Maekawa、Yasuo Namioka
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2019)
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary Investigation on Recognizing Environment‐dependent Human Actions using a Fusion of Wi‐Fi Based Place Clustering and Motif Detection from Accelerometer Data2019
- Author(s)
  Thilina Dissanayake、Takuya Maekawa、Takahiro Hara
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2019)
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] 行動認識モデルの転移学習に向けたニューラルネットワークによる特徴抽出の可視化と分析2019
- Author(s)
  吉村直也、前川卓也、原隆浩
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2019)
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation on Recognizing Environment‐dependent Human Actions using a Fusion of Wi‐Fi Based Place Clustering and Motif Detection from Accelerometer Data2019
- Author(s)
  Thilina Dissanayake、Takuya Maekawa、Takahiro Hara
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2019)
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary investigation of using deep reinforcement learning to control a mobile robot for human activity recognition2019
- Author(s)
  Teerawat Kumrai、Joseph Korpela、Takuya Maekawa、Yen Yu、Ryota Kanai
- Organizer
  情報処理学会第64回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] センサ・行動認識技術動物の生態の謎に迫る2019
- Author(s)
  前川卓也
- Organizer
  情報処理学会第81回全国大会 IPSJ-ONE
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary investigation of using deep reinforcement learning to control a mobile robot for human activity recognition2019
- Author(s)
  Teerawat Kumrai、Joseph Korpela、Takuya Maekawa、Yen Yu、Ryota Kanai
- Organizer
  情報処理学会第64回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Deep learning-aided knowledge discovery from animal behavioral data2019
- Author(s)
  Takuya Maekawa
- Organizer
  Neuro 2019
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 行動認識モデルの転移学習に向けたニューラルネットワークによる特徴抽出の可視化と分析2019
- Author(s)
  吉村直也、前川卓也、原隆浩
- Organizer
  情報処理学会マルチメディア, 分散, 協調とモバイル(DICOMO2019)
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary Investigation of Visualizing Human Activity Recognition Neural Network2019
- Author(s)
  Naoya Yoshimura、Takuya Maekawa、Takahiro Hara
- Organizer
  The 12th International Conference on Mobile Computing and Ubiquitous Networking (ICMU 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Upsampling Inertial Sensor Data from Wearable Smart Devices using Neural Networks2019
- Author(s)
  Naoya Yoshimura、Takuya Maekawa、Daichi Amagata、Takahiro Hara
- Organizer
  The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of Detecting Events of Indoor Objects with Smartphone Active Sound Sensing2018
- Author(s)
  Thilina Dissanayake, Takuya Maekawa, Daich Amagata, and Takahiro Hara
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Time-series analysis for animal behavior understanding2018
- Author(s)
  Takuya Maekawa
- Organizer
  The 50th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
- Invited
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Trajectory analysis of navigation by machine learning: experience-dependent modulation of olfactory behavior in C. elegans2018
- Author(s)
  Kotaro Kimura、Shuhei Yamazaki、Yosuke Ikejiri、Takuya Maekawa
- Organizer
  The 41st Annual Meeting of the Japan Neuroscience Society, poster session
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary Investigation of Fine-grained Gesture Recognition with Signal Super-resolution2018
- Author(s)
  Naoya Yoshimura, Takuya Maekawa, Daich Amagata, and Takahiro Hara
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 機械学習・ディープラーニングによるセンサデータ処理と異常検知への応用2018
- Author(s)
  前川卓也
- Organizer
  ホンダエンジニアリング
- Invited
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Trajectory analysis of bio-navigation by using machine learning: comparison between strains artificially selected for duration of death-feigning in the red flour beetle2018
- Author(s)
  Takuya Maekawa、Kazuya Ohara、Kentarou Matsumura、Ryusuke Fujisawa、Naohisa Nagaya、Takahisa Miyatake
- Organizer
  The 41st Annual Meeting of the Japan Neuroscience Society, poster session
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Preliminary investigation of co-occurrence rule extraction from multi-modal animal locomotion data2018
- Author(s)
  田一鳴，前川卓也，天方大地，原隆浩，松本祥子，依田憲，藤岡慧明，濱井郁弥，福井大，飛龍志津子
- Organizer
  情報処理学会第80回全国大会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Trajectory analysis of bio-navigation by using machine learning: Time-series data analysis in cricket escape behavior2018
- Author(s)
  Matasaburo Fukutomi、Hisashi Shidara、Kazuya Ohara、Kazuya Nishi、Takuto Sakuma、Takuya Maekawa、Ichiro Takeuchi、Hiroto Ogawa
- Organizer
  The 41st Annual Meeting of the Japan Neuroscience Society, poster session
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Time-series analysis for animal behavior understanding2018
- Author(s)
  Takuya Maekawa
- Organizer
  The 50th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Wi-Fiチャネル状態情報を用いた教師無し学習によるドアの開閉検知手法2018
- Author(s)
  尾原和也, 前川卓也, 村上友規, アベセカラヒランタ
- Organizer
  情報処理学会第60回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of Fine-grained Gesture Recognition with Signal Super-resolution2018
- Author(s)
  Naoya Yoshimura, Takuya Maekawa, Daich Amagata, and Takahiro Hara
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of Object-based Activity Recognition Using Egocentric Video Based on Web Knowledge2018
- Author(s)
  Tomoya Nakatani, Ryohei Kuga, Takuya Maekawa
- Organizer
  Proc. of the 17th International Conference on Mobile and Ubiquitous Multimedia (MUM 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] ジェスチャ・行動認識のための加速度信号アップサンプリング手法に関する検討2018
- Author(s)
  吉村直也, 前川卓也, 天方大地, 原隆浩
- Organizer
  情報処理学会研究報告 2018(UBI-58)
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] ディープラーニング・機械学習を用いた生物・人間行動の理解2018
- Author(s)
  前川卓也
- Organizer
  アイシン・エイ・ダブリュ
- Invited
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] 実世界指向AIが引き起こすイノベーション2018
- Author(s)
  前川卓也
- Organizer
  第一回ビジネスedgeセミナー「AIは経営とビジネスモデルにどんなイノベーションを起こすのか」
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] ヒト・動物行動の理解にむけた実世界センサデータマイニング技術2018
- Author(s)
  前川　卓也
- Organizer
  電子情報通信学会北海道支部講演会
- Invited
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] 照度計駆動型の映像記録装置のツキノワグマへの装着試験2018
- Author(s)
  小池伸介、山崎晃司、森光由樹、前川卓也、鮫島正樹、正藤陽久、木村聡志
- Organizer
  日本哺乳類学会大会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] アクティブサウンドセンシングを用いた屋内日常物のイベント検知に関する検討2018
- Author(s)
  Thilina Dissanayake，前川卓也，天方　大地，原　隆浩
- Organizer
  情報処理学会第57回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 深層学習を用いた生物移動軌跡の数値的個体属性差による差異の発見支援2018
- Author(s)
  東出大輝、前川卓也、天方大地、原隆浩、水谷友一、鈴木宏和、依田憲
- Organizer
  2018年度日本動物学会講演会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] モモジロコウモリとオオミズナギドリの移動行動データからの頻出ルール発見とその検証2018
- Author(s)
  田一鳴、前川卓也、天方大地、原隆浩、松本祥子、依田憲、藤岡慧明、濱井郁弥、福井大、飛龍志津子
- Organizer
  2018年度日本動物学会講演会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] アクティブサウンドセンシングを用いた屋内日常物のイベント検知に関する検討, 発表番号 182018
- Author(s)
  Thilina Dissanayake、前川　卓也、天方　大地、原　隆浩
- Organizer
  情報処理学会第57回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of Position Independent　Gesture Recognition using Wi-Fi Channel State　Information2018
- Author(s)
  Kazuya Ohara, Takuya Maekawa, Stephan Sigg, and Moustafa Youssef
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Easy-to-Install Methods for Indoor Context Recognition Using Wi-Fi Signals2018
- Author(s)
  Kazuya Ohara, Takuya Maekawa
- Organizer
  Proc. of International Conference on Distributed, Ambient, and Pervasive Interactions
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Investigation of Detecting Events of Indoor Objects with Smartphone Active Sound Sensing2018
- Author(s)
  Thilina Dissanayake, Takuya Maekawa, Daich Amagata, and Takahiro Hara
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] ヒト・動物行動の理解にむけた実世界センサデータマイニング技術2018
- Author(s)
  前川卓也
- Organizer
  電子情報通信学会北海道支部講演会
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 動物移動行動データからの高速な頻出共起ルール抽出に関する検討2018
- Author(s)
  田一鳴, 前川卓也, 天方大地, 原隆浩, 松本祥子, 依田憲, 藤岡慧明, 濱井郁弥, 福井大, 飛龍志津子
- Organizer
  第10回データ工学と情報マネジメントに関するフォーラム（DEIMフォーラム2018）
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 実世界指向AIが引き起こすイノベーション2018
- Author(s)
  前川卓也
- Organizer
  第一回ビジネスedgeセミナー「AIは経営とビジネスモデルにどんなイノベーションを起こすのか」
- Invited
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Sensing and understanding human and animal activities: Knowledge discovery methods for industry, health care, and ecology2017
- Author(s)
  Takuya Maekawa
- Organizer
  日本学術振興会研究拠点形成事業　第６回国際セミナー「生物多様性と進化：新バイオロギング手法による野生動物研究」
- Invited
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Preliminary Analysis of Realtime Classification of Feeding Activity for the Streaked Shearwater2017
- Author(s)
  Joseph Korpela, Masaki Samejima, Takuya Maekawa, Yasue Kishino, Junichi Nakai, Sakiko Matsumoto
- Organizer
  第18回計測自動制御学会システムインテグレーション部門講演会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Knowledge discovery from animal locomotion data2017
- Author(s)
  Takuya Maekawa
- Organizer
  Tutorial Workshops on Systems Science of Bio-navigation, 2017 IEEE International Conference on Mechatronics and Automation (ICMA 2017)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] ニューラルネットワークによるWi-Fi受信電波強度を用いた2地点間距離推定に関する検討2017
- Author(s)
  中谷友哉, 前川卓也, 白川真澄, 原隆浩
- Organizer
  情報処理学会第53回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Sensing and understanding real-world: Knowledge discovery from human and animal activity data2017
- Author(s)
  Takuya Maekawa
- Organizer
  The Sixth Asian Conference on Information Systems (ACIS 2017)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] earning-dependent behavioral modulation of sensory behavior revealed by machine learning and optophysiological analysis in a virtual environment2017
- Author(s)
  Shuhei Yamazaki, Y. Ikejiri, F. Hiramatsu, A. Yamazoe-Umemoto, K. Fujita, Y. Tanimoto, K. Hashimoto, Maekawa,T., and Kotaro Kimura
- Organizer
  21st International C. elegans Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Wi-Fiチャネル状態情報を用いた屋内位置推定によるStructure from Motionのためのスケール復元2017
- Author(s)
  尾原和也, 林　大晟，前川卓也，松下康之
- Organizer
  電気学会第71回情報システム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Sensing and understanding real-world: Knowledge discovery from human and animal activity data2017
- Author(s)
  Takuya Maekawa
- Organizer
  The Sixth Asian Conference on Information Systems
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H04679
[Presentation] Good pervasive computing studies require laborious data labeling efforts: Our experience in activity recognition and indoor positioning studies2017
- Author(s)
  Takuya Maekawa
- Organizer
  PerCom 2017 Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS2017)
- Place of Presentation
  Hawaii, USA
- Year and Date
  2017-03-13
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] Easy to Install Indoor Positioning System that Parasitizes Home Lighting2017
- Author(s)
  Takuya Maekawa and Yuki Sakumichi
- Organizer
  2017 European Conference on Ambient Intelligence (AmI 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Pan-behavioromics: comprehensive analysis of worms' behavior using machine learning methods and its application to animals in general2017
- Author(s)
  Kotaro Kimura, Shuhei Yamazaki, Ichiro Takeuchi, and Takuya Maekawa
- Organizer
  21st International C. elegans Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] バイオロギングのためのイベント駆動型ロガーの開発2017
- Author(s)
  鮫島正樹, 前川卓也, 岸野泰恵, 中井淳一, 依田憲
- Organizer
  ロボティクス・メカトロニクス講演会 2017
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Wi-Fiチャネル状態情報を用いた屋内日常物の状態推定2017
- Author(s)
  尾原和也, 前川卓也, 松下康之
- Organizer
  情報処理学会第56回ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Easy to Install Indoor Positioning System that Parasitizes Home Lighting2017
- Author(s)
  Takuya Maekawa and Yuki Sakumichi
- Organizer
  2017 European Conference on Ambient Intelligence
- Place of Presentation
  Malaga, Spain
- Year and Date
  2017-04-26
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] Comparative analysis of worm's behavior with deep neural networks2017
- Author(s)
  Takuya Maekawa, Kazuya Ohara, Yizhe Zhang, Kotaro Kimura, and Shuhei Yamazaki
- Organizer
  21st International C. elegans Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Metric Structure from Motion by Indoor Localization using Wi-Fi Channel State Information2017
- Author(s)
  Kazuya Ohara, Taisei Hayashi, Takuya Maekawa, and Yasuyuki Matsushita
- Organizer
  2017 IEEE International Conference on Mechatronics and Automation (ICMA 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Device-free and Privacy Preserving Indoor Positioning using Infrared Retro-reflection Imaging2017
- Author(s)
  Hiroaki Santo, Takuya Maekawa, and Yasuyuki Matsushita
- Organizer
  IEEE Int'l Conf. on Pervasive Computing and Communications (PerCom 2017)
- Place of Presentation
  Hawaii, USA
- Year and Date
  2017-03-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] Sensing and understanding human and animal activities: Knowledge discovery methods for industry, health care, and ecology2017
- Author(s)
  Takuya Maekawa
- Organizer
  日本学術振興会研究拠点形成事業　第６回国際セミナー「生物多様性と進化：新バイオロギング手法による野生動物研究」
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Good pervasive computing studies require laborious data labeling efforts: Our experience in activity recognition and indoor positioning studies2017
- Author(s)
  Takuya Maekawa
- Organizer
  PerCom 2017 Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS2017)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 畳み込みニューラルネットワークとカメラ画像を用いたWi-Fi情報への位置セマンティックラベリング2017
- Author(s)
  張　伊喆，前川卓也，松下康之
- Organizer
  電気学会第69回情報システム研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 赤外線カメラと再帰性反射マーカを用いたプライバシに配慮した屋内位置推定に関する検討2016
- Author(s)
  山藤浩明, 前川卓也, 松下康之
- Organizer
  情報処理学会第200回コンピュータビジョンとイメージメディア（CVIM）研究会
- Place of Presentation
  大阪，日本
- Year and Date
  2016-01-21
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] 時系列データの変化点検出におけるSelective Inference2016
- Author(s)
  梅津佑太，中川和也，井上茂乗，津田宏治，杉山麿人，前川卓也，玉木　徹，依田　憲，竹内一郎
- Organizer
  第26回情報論的学習理論と機械学習研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 一人称鳥視点映像解析の試み2016
- Author(s)
  玉木徹, 竹内一郎, 前川卓也, 依田憲
- Organizer
  情報処理学会研究報告コンピュータビジョンとイメージメディア研究会(CVIM)
- Place of Presentation
  富山大学（富山県富山市）
- Year and Date
  2016-09-03
- Data Source
  KAKENHI-ORGANIZER-16H06535
[Presentation] 省電力ロガー実現のための生物の行動認識に関する検討2016
- Author(s)
  鮫島正樹, 前川卓也, 菅原貴徳, 西沢文吾, 綿貫豊, Yong Lindsay, 依田憲
- Organizer
  第12回バイオロギングシンポジウム
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 一人称鳥視点映像解析の試み2016
- Author(s)
  玉木徹, 竹内一郎, 前川卓也, 依田憲
- Organizer
  情報処理学会研究報告コンピュータビジョンとイメージメディア研究会(CVIM)
- Place of Presentation
  富山大学（富山県富山市）
- Year and Date
  2016-09-03
- Data Source
  KAKENHI-INTERNATIONAL-16K21735
[Presentation] Initial investigation of indoor positioning system that parasitizes home lighting2016
- Author(s)
  Takuya Maekawa, Yuki Sakumichi
- Organizer
  International Conference on Mobile and Ubiquitous Multimedia (MUM 2016)
- Place of Presentation
  Rovaniemi, Finland
- Year and Date
  2016-12-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] 一人称鳥視点映像解析の試み2016
- Author(s)
  玉木徹, 竹内一郎, 前川卓也, 依田憲
- Organizer
  情報処理学会第203回コンピュータビジョンとイメージメディア研究会
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] 赤外光の再帰性反射を用いたデバイスフリー屋内位置推定のための単眼カメラによる複数人物追跡2016
- Author(s)
  山藤浩明, 前川卓也, 松下康之
- Organizer
  情報処理学会第50回ユビキタスコンピューティングシステム研究会
- Place of Presentation
  台中，台湾
- Year and Date
  2016-05-27
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] ヒトの日常生活センサデータ認識技術と動物データへの応用の可能性2016
- Author(s)
  前川卓也
- Organizer
  第12回バイオロギングシンポジウム
- Invited
- Data Source
  KAKENHI-PLANNED-16H06539
[Presentation] Transferring Positioning Model for Device-free Passive Indoor Localization2015
- Author(s)
  Kazuya Ohara, Takuya Maekawa, Yasue Kishino, Yoshinari Shirai and Futoshi Naya
- Organizer
  International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015)
- Place of Presentation
  大阪，日本
- Year and Date
  2015-09-07
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] Wi-Fi電波を用いた低コストなデバイスフリーパッシブ位置推定のための電波強度分散モデルの転移手法2015
- Author(s)
  尾原和也，前川卓也，岸野泰恵，白井良成，納谷太
- Organizer
  情報処理学会第47回ユビキタスコンピューティングシステム研究会
- Place of Presentation
  大阪，日本
- Year and Date
  2015-07-27
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] Preliminary Investigation of Low-cost Device-free Passive Indoor Positioning using Model Transfer2015
- Author(s)
  Kazuya Ohara, Takuya Maekawa, Yasue Kishino, Yoshinari Shirai and Futoshi Naya
- Organizer
  Asian Conference on Information Systems (ACIS 2015)
- Place of Presentation
  Penang, Malaysia
- Year and Date
  2015-10-15
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] 赤外線カメラと再帰性反射材を用いたデバイスフリー屋内位置推定に関する検討2015
- Author(s)
  山藤浩明, 前川卓也, 松下康之
- Organizer
  情報処理学会第48回ユビキタスコンピューティングシステム研究会
- Place of Presentation
  別府，日本
- Year and Date
  2015-11-29
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] 屋内電気系統の電流センシングを用いた電化製品利用位置推定手法の提案
- Author(s)
  孔全，前川卓也
- Organizer
  情報処理学会第43回ユビキタスコンピューティングシステム研究会
- Place of Presentation
  国立情報学研究所(東京都千代田区)
- Year and Date
  2014-07-28 – 2014-07-29
- Data Source
  KAKENHI-PROJECT-26730047
[Presentation] Identifying Outlets at which Electrical Appliances are Used by Electrical Wire Sensing to Gain Positional Information about Appliance Use
- Author(s)
  孔全，前川卓也
- Organizer
  nternational Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014)
- Place of Presentation
  米国シアトル
- Year and Date
  2014-09-13 – 2014-09-17
- Data Source
  KAKENHI-PROJECT-26730047

1. Hashimoto Koichi (80228410)

# of Collaborated Projects: 4 results

# of Collaborated Products: 1 results
2. 木村幸太郎 (20370116)

# of Collaborated Projects: 4 results

# of Collaborated Products: 2 results
3. 依田憲 (10378606)

# of Collaborated Projects: 3 results

# of Collaborated Products: 7 results
4. 高橋晋 (20510960)

# of Collaborated Projects: 3 results

# of Collaborated Products: 2 results
5. 飛龍志津子 (70449510)

# of Collaborated Projects: 3 results

# of Collaborated Products: 1 results
6. 小川宏人 (70301463)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
7. 妻木勇一 (50270814)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
8. 竹内一郎 (40335146)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
9. 玉木徹 (10333494)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
10. Hara Takahiro (20294043)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 鮫島正樹 (80564690)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
12. 天方大地 (40770649)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 西森拓 (50237749)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 藤井慶輔 (70747401)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
15. 牧野泰才 (00518714)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 川嶋宏彰 (40346101)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 竹内孝 (30726568)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. 水谷友一

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
19. 井出薫

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
20. 上川内あづさ

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Maekawa Takuya 前川 卓也

Research Projects

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Co-Researchers

野生動物と人間との軋轢を解決に導く動物行動変容技術の研究Principal Investigator

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生物ナビゲーションのシステム科学

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Hierarchical Bio-Navigation Integrating Cyber-Physical Space

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Transfer learning for context recognition based on Wi-Fi channel state informationPrincipal Investigator

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Driver-less skill assessment and analysis using explainable AIPrincipal Investigator

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自律的に計測・介入を行うχログボットのアルゴリズム開発Principal Investigator

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Implementation of Unified Indexing Mechanisms Satisfying Various Retrieval Requirements for Big Data Era

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Indoor Location Semantic Labeling with Mobile and Wearable SensingPrincipal Investigator

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Systems Science of Bio-Navigation

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Systems Science of Bio-Navigation

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Developing knowledge discovery methods and indoor positioning methods for bio-navigationPrincipal Investigator

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Developing Transparent Sensor Systems based on Sensors that Mimic Daily ObjectsPrincipal Investigator

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[Journal Article] OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments2024

Author(s)

Journal Title

DOI

Maekawa Takuya 前川卓也