Publications

For a complete list see my Google Scholar

Below, you'll find my writing organized by publication type. For questions on any specific publication, feel free to message me, I will respond as soon as possible.

Conference & Journal Publications (Refereed)

Tahera Hossain, Mohammad Saiedur Rahaman, Keiko Yamashita, Aoi Kono, Ma Guowei, Shintaro Oyama, and Takuro Yonezawa, ‘Quantifying Work-Stress in Surgical Intensive Care Unit Nurses: A Multimodal Activity-Aware Physiological Analysis’, In Proceedings of the 2025 ACM International Symposium on Wearable Computers (ISWC ’25), 2025. [pdf]
Tahia Tazin*, Tahera Hossain* (Equal Contribution), Keiko Yamashita, Tamaki Kinoshita, Benjamin Tag, Shintaro Oyama, Takuro Yonezawa, and Flora Salim, ‘Feel the Pain: An Interpretable Multimodal Approach for Physiological Signal-Based Pain Detection’, In Companion Proceedings of the 27th International Conference on Multimodal Interaction (ICMI Companion ’25), 2025. [pdf]
Shahera Hossain, Tahera Hossain, Christina Garcia, Tahia Tazin, Md Mamun Ibrahim, Taihei Fujioka, Sozo Inoue, Md Atiqur Rahman Ahad, ‘Understanding Normal and Unusual Activities Related to Parkinson's Disease from Sensor Data: Summary of Activity and Behavior Computing Tremor Challenge’, International Journal of Activity and Behavior Computing 2025, no. 2 (2025): 1-18, 2025. [pdf]
Hoang Anh Vy Ngo, Haru Kaneko, Iqbal Hassan, Elsen Ronando, Milyun Ni’ma Shoumi, Ryuya Munemoto, Tahera Hossain, Sozo Inoue, ‘Summary of the Nurse Care Activity Recognition Challenge Using Skeleton Data from Video with Generative AI’, JStage Journal, Volume 2024, 3, pp. 20, 2024. [pdf]
Tahera Hossain, Wanggang Shen, Anindya Antar, Snehal Prabhudesai, Sozo Inoue, Xun Huan, and Nikola Banovic, ‘A Bayesian Approach for Quantifying Data Scarcity when Modeling Human Behavior via Inverse Reinforcement Learning’, ACM Transactions on Computer-Human Interaction 30, 1, pp. 27 pages, 2023. [pdf]
Tahera Hossain, Tahia Tazin, Christina Garcia, Kazuki Honda, Sozo Inoue, and Guillaume Lopez, ‘Advancing Heatstroke Prevention: Integrating Physiological Data for Enhanced Thermal Comfort Forecasting’, The 5th International Conference on Activity and Behavior Computing (ABC), Kaiserslautern, Germany, 2023. [pdf]
Tahera Hossain, Yusuke Kawasaki, Kazuki Honda, Kizito Nkurikiyeyezu, Guillaume Lopez, ‘Toward Human Thermal Comfort Sensing: New Dataset and Analysis of Heart Rate Variability (HRV) Under Different Activities’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 27 pages, London, United Kingdom, 2022. Excellent Paper Award
Yusuke Nishimura, Tahera Hossain, Akane Sano, Shota Isomura, Yutaka Arakawa, Sozo Inoue, ‘Toward the Analysis of Office Workers’ Mental Indicators Based on Wearable, Work Activity, and Weather Data’, The 3rd International Conference on Activity and Behavior Computing (ABC), pp. 26 pages, Virtual, 2021. [pdf] Best Paper Award
Yoshinori Hanada, Tahera Hossain, Anna Yokokubo and Guillaume Lopez, ‘BoxerSense: Punch Detection and Classification Using IMUs’, The 3rd International Conference on Activity and Behavior Computing (ABC), pp. 20 pages, Virtual, 2021. [pdf] Excellent Paper Award
Reika Takeshita, Aya Shoji, Tahera Hossain, Anna Yokokubo, and Guillaume Lopez, ‘Emotion Recognition from Heart Rate Variability Data of Smartwatch While Watching a Video’, In Proceedings of the 13th International Conference on Mobile Computing and Ubiquitous Networking (ICMU), IEEE, Japan, 2021. [pdf]
Ferdous Ali Israt, Tahera Hossain, Sozo Inoue, and Md Atiqur Rahman Ahad, ‘Activity Recognition from Accelerometer Data Based on Supervised Learning for Wireless Sensor Network’, International Journal of Biomedical Soft Computing and Human Sciences (IJBSCHS), Vol. 26, No. 2, pp. 14 pages, 2021. DOI: [pdf]
Tahera Hossain, M.A.R. Ahad, Sozo Inoue, ‘A Method for Sensor-Based Activity Recognition in Missing Data Scenario’, Sensors, 20(14):3811, pp. 23 pages, 2020. [pdf]
MAR Ahad, TT Ngo, AD Antar, M Ahmed, Tahera Hossain, D Muramatsu, Y Makihara, Sozo Inoue, and Y Yagi, ‘Wearable Sensor-Based Gait Analysis for Age and Gender Estimation’, Sensors, 20(8):2424, pp. 24 pages, 2020. [pdf]
Haru Kaneko, Tahera Hossain and Sozo Inoue, ‘Implementation of Care Records Automatic Generation Function in a Care Record Application’, In Proceedings of the 40th Joint Conference on Asia-Pacific Association of Medical Informatics (APAMI), November, 2020, Japan.
Sozo Inoue, Paula Lago, Tahera Hossain, Tittaya Mairittha, Nattaya Mairittha, ‘Integrating Activity Recognition and Nursing Care Records: The System, Deployment, and a Verification Study’, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol. 3, 3, pp. 24 pages, 2019. [pdf]
Thanh Trung Ngo, Md Atiqur Rahman Ahad, Anindya Das Antar, Masud Ahmed, Daigo Muramatsu, Yasushi Makihara, Yasushi Yagi, Sozo Inoue, Tahera Hossain, Yuichi Hattori, ‘OU-ISIR Wearable Sensor-based Gait Challenge: Age and Gender’, In Proceedings of the 12th IAPR International Conference on Biometrics (ICB), IEEE, Greece, 2019. [pdf]
Tahera Hossain, Sozo Inoue, ‘A Comparative Study on Missing Data Handling Using Machine Learning for Human Activity Recognition’, In Proceedings of the Activity and Behavior Computing conference, IEEE, USA, 2019. [pdf]
Sozo Inoue, Tittaya Mairittha, Nattaya Mairittha, and Tahera Hossain, ‘Integrating Activity Recognition and Nursing Care Records: the System, Experiment, and the Dataset’, In Proceedings of the Activity and Behavior Computing conference (ABC), IEEE, USA, 2019. [pdf]
Tahera Hossain, Hiroki Goto, Md Atiqur Rahman Ahad, Sozo Inoue, ‘A Study on Sensor-based Activity Recognition Having Missing Data’, In Proceedings of the 7th International Conference on Informatics, Electronics & Vision (ICIEV) & 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR), IEEE, Japan, 2018. [pdf] Best Paper Award
K Khabir, M Siraj, M Habib, Tahera Hossain, and M Ahad, ‘A Study on DSR Routing Protocol in Adhoc Network for Daily Activities of Elderly Living’, In Proceedings of the 7th International Conference on Informatics, Electronics & Vision, IEEE, Japan, 2018. [pdf]

Edited Books:

Sozo Inoue, Guillaume Lopez, Tahera Hossain, Md Atiqur Rahman Ahad, ‘Activity, Behavior, and Healthcare Computing’, Routledge Taylor and Francis Gr, (Forthcoming), 392 Pages, 2025.
Md Atiqur Rahman Ahad, Sozo Inoue, Guillaume Lopez and Tahera Hossain, ‘Human Activity and Behavior Analysis: Advances in Computer Vision and Sensors: Volume 1’, Routledge Taylor and Francis Gr, Volume 1, 456 Pages, 2024. [pdf]
Md Atiqur Rahman Ahad, Sozo Inoue, Guillaume Lopez and Tahera Hossain, ‘Human Activity and Behavior Analysis: Advances in Computer Vision and Sensors: Volume 2’, Routledge Taylor and Francis Gr, Volume 2, 284 Pages, 2024. [pdf]

Workshop & Poster Papers (Refereed & Juried):

Kisho Watanabe, Kazuma Kano, Tahera Hossain, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi, ‘Smartphone-Based Activity Recognition in a Logistics Warehouse Using Self-supervised Representation Learning’, UbiComp '25: Companion of the 2025 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025.
Kaiya Shimura, Kazuma Kano, Tahera Hossain, Shin Katayama, Kenta Urano, Shun Taguchi, Hideki Deguchi, Hiroyuki Sakai, Takuro Yonezawa, Nobuo Kawaguchi, ‘Real-time Activity-Aware Video Streaming While Preserving Privacy’, UbiComp '25: Companion of the 2025 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025.
Kazuma Kano, Yuki Mori, Keisuke Higashiura, Tahera Hossain, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi, ‘Composite Image Generation Using Labeled Segments for Pattern-Rich Dataset without Unannotated Target’, UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, Melbourne, Australia, pp. 507-512, 2024. [pdf]
Tahera Hossain, Yusuke Kawasaki, Kizito Nkurikiyeyezu, Guillaume Lopez, ‘Toward the Prediction of Environmental Thermal Comfort Sensation using Wearables’, 18th International Conference on Intelligent Environments (IE2022) (Workshop), pp. 10 pages, Biarritz, France, 2022.
Haru Kaneko, Tahera Hossain, Sozo Inoue, ‘Analysis of Feature Importance for Automatic Generation of Care Records’ UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Workshop on Human Activity Sensing Corpus and Applications (HASCA), Virtual, 2021. [pdf]
Sayeda Shamma Alia, Tahera Hossain, Sozo Inoue, ‘PerMML: A Performance Metric for Multi-layer Dataset’, UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Workshop on Human Activity Sensing Corpus and Applications (HASCA), Virtual, 2021. [pdf]
Sayeda Shamma Alia, Kohei Adachi, Tahera Hossain, Le Nhat Tan, Haru Kaneko, Paula Lago, Tsuyoshi Okita, Sozo Inoue, ‘Summary of the Third Nurse Care Activity Recognition Challenge - Can We Do from the Field Data?’, UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Third Nurse Care Activity Recognition Challenge, HASCA Workshop, Virtual, 2021. [pdf]
Haruka Kamachi, Takumi Kondo, Tahera Hossain, Anna Yokokubo, Guillaume Lopez, ‘Automatic Segmentation Method of Bone Conduction Soundfor Eating Activity Detailed Detection’, UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Workshop on Human Activity Sensing Corpus and Applications (HASCA), Virtual, 2021. [pdf]
Haruka Kamachi, Tahera Hossain, Fuyuka Tokuyama, Anna Yokokubo, Guillaume Lopez, ‘Prediction of Eating Activity using Smartwatch’, UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Workshop on Human Activity Sensing Corpus and Applications (HASCA), Virtual, 2021. [pdf]
Yusuke Kawasaki, Tahera Hossain, Anna Yokokubo, Guillaume Lopez, ‘Estimating the Degree of Mental State using Heart Rate while Studying’, UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Well Comp workshop, Virtual, 2021. [pdf]
Sayeda Shamma Alia, Paula Lago, Kohei Adachi, Tahera Hossain, Hiroki Goto, Tsuyoshi Okita, Sozo Inoue ‘Summary of the 2𝑛𝑑 Nurse Care Activity Recognition Challenge Using Lab and Field Data’, UbiComp '20: Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2𝑛𝑑 Nurse Care Activity Recognition Challenge using Lab and Field, HASCA Workshop, Virtual, 2020, Virtual. [pdf]
Md. Sadman Siraj, Md. Ahasan Atick Faisal, Omar Shahid, Farhan Fuad Abir, Tahera Hossain, Sozo Inoue, M.A R. Ahad, ‘UPIC: User and Position Independent Classical Approach for Locomotion and Transportation Modes Recognition’, UbiComp '20: Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Sussex-Huawei Locomotion (SHL) Challenge competition, HASCA Workshop, September 2020. [pdf]
Tahera Hossain, Md Shafiqul Islam, Md Atiqur Rahman Ahad, Sozo Inoue, ‘Human Activity Recognition using Earable Device’, UbiComp '19: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Poster, United Kingdom, 2019. [pdf]
M Ahmed, AD Antar, Tahera Hossain, S Inoue, MAR Ahad, ‘POIDEN: Position and Orientation Independent Deep Ensemble Network for the Classification of Locomotion and Transportation Modes’, UbiComp '19: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Sussex-Huawei Locomotion (SHL) Challenge competition, HASCA Workshop, United Kingdom, 2019. [pdf]
SS Saha, S Rahman, ZRR Haque, Tahera Hossain, S Inoue, MAR Ahad, ‘Position Independent Activity Recognition Using Shallow Neural Architecture and Empirical Modeling’, UbiComp '19: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Sussex-Huawei Locomotion (SHL) Challenge competition, HASCA Workshop, United Kingdom, 2019. [pdf]
Tahera Hossain, Sozo Inoue, ‘Sensor-based Daily Activity Understanding in Caregiving Center’, Ph.D. Forum, 17th IEEE International Conference on Pervasive Computing and Communications (PerCom Workshop), IEEE, Japan, 2019. [pdf] Best PhD Forum Presenter Award
Tahera Hossain, ‘Activity Recognition and Wireless Sensor Network Optimization’, UbiComp '18: Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Broadening Participation Workshop (BPW), Singapore, 2018. [pdf]
Tahera Hossain, Tahia Tazin, Md Atiqur Rahman Ahad, Sozo Inoue, ‘Activity Recognition by Using LoRaWAN Sensor’, UbiComp '18: Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Poster, Singapore, 2018. [pdf] Best Poster Award
Tahera Hossain, Yusuke Doi, Tahia Tazin, Md Atiqur Rahman Ahad, Sozo Inoue, ‘Study of LoRaWAN Technology for Activity Recognition’, UbiComp '18: Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Workshop on Human Activity Sensing Corpus and Applications (HASCA), Singapore, 2018. [pdf]
Swapnil Sayan Saha, Shafizur Rahman, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad, ‘Supervised and Neural Classifiers for Locomotion Analysis’, UbiComp '18: Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing, (Sussex-Huawei Locomotion (SHL) Challenge competition), Singapore, 2018. [pdf]
Tahera Hossain, Hiroki Goto, Sozo Inoue, ‘Improving Activity Recognition for Missing Data’, 9th EAI International Conference on Mobile Computing, Applications and Services (MobiCASE), Student Workshop, March 2018, Japan.

Book Chapters (Refereed):

Tahera Hossain, Tahia Tazin, Christina Garcia, Kazuki Honda, Sozo Inoue, and Guillaume Lopez, ‘Advancing Heatstroke Prevention: Integrating Physiological Data for Enhanced Thermal Comfort Forecasting’, The 5th International Conference on Activity and Behavior Computing (ABC), Taylor & Francis, 2024. (In press)
Haru Kaneko, John Noel Victorino, Christina Garcia, Defry Hamdhana, Muhammad Fikry, Nazmun Nahid, Tahera Hossain, Tomohiro Shibata, and Sozo Inoue, ‘Forecasting the Wearing-Off Phenomenon in Parkinson’s Disease: Summarized Approaches and Insights’, The 5th International Conference on Activity and Behavior Computing (ABC), Taylor & Francis, 2024. (In press)
Kazuki Honda, Tahera Hossain, Yusuke Kawasaki, and Guillaume Lopez, Analysis of Physiological Variances in Thermal Comfort among Individuals, The 5th International Conference on Activity and Behavior Computing (ABC), Taylor & Francis, 2024. (In press)
Tahera Hossain, Yusuke Kawasaki, Kazuki Honda, Kizito Nkurikiyeyezu, Guillaume Lopez, ‘Toward Human Thermal Comfort Sensing: New Dataset and Analysis of Heart Rate Variability (HRV) Under Different Activities’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 27 pages, Taylor & Francis, 2024.
Keisuke Sato, Ami Jinno, Nishiki Motokawa, Tahera Hossain, Anna Yokokubo, Guillaume Lopez, ‘Real-Time Feedback System for Efficient Core Training’, Human Activity and Behavior Analysis, pp. 199-220, Taylor & Francis, 2024.
Tahia Tazin, Tahera Hossain, Shahera Hossain, Sozo Inoue, ‘Understanding Mental Health Using Ubiquitous Sensors and Machine Learning: Challenges Confronting’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 39 pages, Taylor & Francis, 2024.
Defry Hamdhana, Christina Garcia, Nazmun Nahid, Haru Kaneko, Sayeda Shamma Alia, Tahera Hossain, Sozo Inoue, ‘Summary of the Fourth Nurse Care Activity Recognition Challenge - Predicting Future Activities’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 17 pages, Taylor & Francis, 2024.
Hikari Aoyagi, Tahera Hossain, Anna Yokokubo, Guillaume Lopez, ‘FootbSense: Soccer Moves in Practice Environment Identification Using a Single IMU’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 20 pages, Taylor & Francis, 2024.
Yoshinori Hanada, Tahera Hossain, Anna Yokokubo, Guillaume Lopez, ‘BoxerSense: Boxing movements recognition using IMUs during shadow boxing exercise’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 20 pages, Taylor & Francis, 2024.
Shun Ishii, Kazuki Imura, Tahera Hosain, Anna Yokokubo, Guillaume Lopez, ‘Keeping athletes motivated by real-time co-running application’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 17 pages, Taylor & Francis, 2024.
Yusuke Nishimura, Tahera Hossain, Akane Sano, Shota Isomura, Yutaka Arakawa, Sozo Inoue, ‘Toward the Analysis of Office Workers’ Mental Indicators Based on Wearable, Work Activity, and Weather Data’, The 3rd International Conference on Activity and Behavior Computing (ABC), pp. 26 pages, Springer, 2021. DOI: 10.1007/978-981-19-0361-8_1
Yoshinori Hanada, Tahera Hossain, Anna Yokokubo and Guillaume Lopez, ‘BoxerSense: Punch Detection and Classification Using IMUs’, The 3rd International Conference on Activity and Behavior Computing (ABC), pp. 20 pages, Springer, 2021. [pdf]
Yuki Kondo, Shun Ishii, Hikari Aoyagi, Tahera Hossain, Anna Yokokubo and Guillaume Lopez, ‘FootbSense: Soccer Moves Identification Using a Single IMU’ The 3rd International Conference on Activity and Behavior Computing (ABC), pp. 18 pages, Springer, 2021. [pdf]
Md Shafiqul Islam, Tahera Hossain, Md Atiqur Rahman Ahad and Sozo Inoue, ‘Exploring Human Activities Using eSense Earable Device’, Activity and Behavior Computing, pp. 17 pages, Smart Innovation, Systems and Technologies, Springer, 2020. [pdf]
Haru Kaneko, Tahera Hossain, Sozo Inoue, ‘Estimation of Record Contents for Automatic Generation of Care Records’, Activity and Behavior Computing, pp. 19 pages, Smart Innovation, Systems and Technologies, Springer, 2020. [pdf]

Announcement at domestic symposium/ Technical Report:

Kaiya Shimura, Kazuma Kano, Tahera Hossain, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi, ‘EngagedSync: An adaptive system for extracting and transferring information about surrounding environments to improve mutual situational awareness among users in mixed reality shared spaces’, 84th IPSJ SIG Technical Report, November, 2024.
Haru Terashima, Shun Takagi, Naoki Tamura, Kazuyuki Shoji, Tahera Hossain, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi, ‘A destination prediction method that combines time-series trends in frequency of stays and trends in movement’, 84th IPSJ SIG-UBI Study Group, November, 2024. Outstanding Paper Award
Tahera Hossain, Yusuke Kawasaki, Kazuki Honda, Anna Yokokubo, and Guillaume Lopez, ‘Heat Comfort Prediction Using Pulse Variation’, DICOMO2022 Symposium, July, 2022.
Defry Hamdhana, Haru Kaneko, Christina Garcia, Nazmun Nahid, Sayeda Shamma Alia, Tahera Hossain, and Sozo Inoue, ‘Brief Summary of The 4th Nurse Care Activity Recognition Challenge’, IPSJ SIG Technical Report, November, 2022.
Yusuke Nishimura, Tahera Hossain, Shota Isomura, Yutaka Aarakawa, and Sozo Inoue, ‘Toward the Analysis of Psychological Indicators of Office Workers Based on Behavioral Data’, DICOMO2021 Symposium, July, 2021.
Haru Kaneko, Tahera Hossain, Sozo Inoue, ‘Trend analysis by record item for automatic generation of long-term care records’, DICOMO2021 Symposium, July, 2021.
H Goto, Tahera Hossain, and S Inoue, ‘Improving Accuracy for Missing Sensor Data in Activity Recognition with Smartphones’, DICOMO2018 Symposium, July 2018. Young Researcher Award
Tahera Hossain, ‘Feature analysis for better Activity recognition having network constraint’, Robotics and Computer Science: Toward Continued Collaboration between CCNY and Kyutech, Japan, June 2018.

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