Publications

Journal Articles (Peer Reviewed)

1. Tahera Hossain, Wanggang Shen, Snehal Prabhudesai, Anindya Das Antar, Sozo Inoue, Xun Huan, Nikola Banovic, ‘A Bayesian Approach for Quantifying Data Scarcity when Modeling Human Behavior via Inverse Reinforcement Learning’, ACM Transactions on Computer-Human Interaction (TOCHI),  pp. 27 pages, 2023

2. 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.

3. 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, No. 86, pp. 24 pages, 2019. 

4. 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.

5. 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.

Edited Books:

1. Sozo Inoue, Guillaume Lopez, Tahera Hossain, Md Atiqur Rahman Ahad, "Activity, Behavior, and Healthcare Computing", Routledge Taylor and Francis Gr, (to appear), 2024. 

2. Md Atiqur Rahman Ahad, Sozo Inoue, Guillaume Lopez and Tahera Hossain, "Human Activity and Behavior Analysis", Routledge Taylor and Francis Gr, Volume 1, 2024. 

3. Md Atiqur Rahman Ahad, Sozo Inoue, Guillaume Lopez and Tahera Hossain, "Human Activity and Behavior Analysis", Routledge Taylor and Francis Gr, Volume 2, 2024.

Refereed Conference Papers (Main Proceedings):

1. 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), November, 2021, Japan.

2. Haru Kaneko, Tahera Hossain and Sozo Inoue, “Implementation of Care Records Automatic Generation Function in a Care Record Application”, In Proceedings of the 11th Biennial Conference of the Asia-Pacific Association for Medical Informatics (APAMI), November, 2020, Japan.

3. 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), June 2019, Greece.

4. 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 (ABC), May 2019, USA.

5. 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), May 2019, USA.

6. 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), June 2018, Japan. [Achieved Best Paper Award]

7. 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, June 2018, Japan.

8. S. Razia, Tahera Hossain, and M.A. Matin, “Performance analysis of adaptive beamforming algorithm for smart antenna system”, In Proceedings of the International Conference on Informatics, Electronics & Vision, IEEE, Bangladesh, 2012.

Book Chapters:

1. 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, October, 2022.  [Excellent Paper Award]

2. 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, October, 2022.

3. 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, October, 2022.

4. 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, October, 2022.

5. 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, October, 2022.

6. Keisuke Sato, Ami Jinno, Nishiki Motokawa, Tahera Hossain, Anna Yokokubo, Guillaume Lopez, ‘Keeping athletes motivated by real-time co-running application’, The 4th International Conference on Activity and Behavior Computing (ABC), pp. 22 pages, Taylor & Francis, October, 2022.

7. 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, October, 2022.

8. 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, October, 2021. [Achieved Best Paper Award]

9. 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, October, 2021. [Excellent Paper Award]

10. 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, October, 2021.

11. 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, Vol. 204, Springer, 2020. 

12. 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, Vol. 204, Springer, 2020.

Posters & Workshop Papers:

1. 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, June, 2022,     France.

2. 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), September, 2021, Virtual.

3. 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), September, 2021, Virtual.

4. 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), September, 2021, Virtual.

5. 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), September, 2021, Virtual.

6. Ysuke 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 Computin, WellComp workshop, September 2021, Virtual.

7. 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, September, 2021, Virtual.

8. 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, September, 2020, Virtual.

9. 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.

10. 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, September 2019, UK.

11. 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, September 2019, UK.

12. 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, September 2019, UK 

13. 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), March 2019, Japan. [Achieved Best PhD Forum Presenter Award]

14. 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), October 2018, Singapore.

15. 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, October 2018, Singapore. [Achieved Best Poster Award]

16. 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), October 2018. Singapore.

17. 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), October 2018, Singapore.

18. 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.