Sozo Inoue

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 85

Top Venues

Publications

Christina Garcia, Sozo Inoue
Relabeling for Indoor Localization Using Stationary Beacons in Nursing Care Facilities. Sensors 24 (2) (2024)
Haru Kaneko, Sozo Inoue
Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition. UbiComp/ISWC Adjunct (2023)
Xinyi Min, Haru Kaneko, Sozo Inoue
Predicting and Analyzing Emotion of Elderly People in Care Facilities. UbiComp/ISWC Adjunct (2023)
John Noel Victorino, Sozo Inoue, Tomohiro Shibata
Handling Class Imbalance in Forecasting Parkinson's Disease Wearing-off with Fitness Tracker Dataset. ICONIP (10) (2023)
Muhammad Fikry, Sozo Inoue
Optimizing Forecasted Activity Notifications with Reinforcement Learning. Sensors 23 (14) (2023)
Tahera Hossain, Wanggang Shen, Anindya Das Antar, Snehal Prabhudesai, Sozo Inoue, Xun Huan, Nikola Banovic
A Bayesian Approach for Quantifying Data Scarcity when Modeling Human Behavior via Inverse Reinforcement Learning. ACM Trans. Comput. Hum. Interact. 30 (1) (2023)
Haru Kaneko, Sozo Inoue
Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition. CoRR (2023)
Sozo Inoue
Editor's Message to Special Issue of Understanding, Technology, and Application of Interaction. J. Inf. Process. 30 (2022)
Quynh Nguyen Phuong Vu, Paula Lago, Sozo Inoue
Improving Noise Robustness of Single Sensor Data in Human Activity Recognition With UMAP and Additional Data. ISWC (2022)
Malikhah, Riyanarto Sarno, Sozo Inoue, M. Syauqi Hanif Ardani, Doni Putra Purbawa, Shoffi Izza Sabilla, Kelly Rossa Sungkono, Chastine Fatichah, Dwi Sunaryono, Arief Bakhtiar, Libriansyah, Cita R. S. Prakoeswa, Damayanti Tinduh, Yetti Hernaningsih
Detection of Infectious Respiratory Disease Through Sweat From Axillary Using an E-Nose With Stacked Deep Neural Network. IEEE Access 10 (2022)
John Noel Victorino, Yuko Shibata, Sozo Inoue, Tomohiro Shibata
Understanding Wearing-Off Symptoms in Parkinson's Disease Patients using Wrist-Worn Fitness Tracker and a Smartphone. CENTERIS/ProjMAN/HCist (2021)
Muhammad Fikry, Nattaya Mairittha, Sozo Inoue
Modelling Reminder System for Dementia by Reinforcement Learning. ABC (2021)
Nattaya Mairittha, Tittaya Mairittha, Sozo Inoue
On-Device Deep Personalization for Robust Activity Data Collection. Sensors 21 (1) (2021)
Sayeda Shamma Alia, Tahera Hossain, Sozo Inoue
PerMML: A Performance Metric for Multi-layer Dataset. UbiComp/ISWC Adjunct (2021)
Nattaya Mairittha, Tittaya Mairittha, Paula Lago, Sozo Inoue
CrowdAct: Achieving High-Quality Crowdsourced Datasets in Mobile Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Kohei Adachi, Paula Lago, Yuichi Hattori, Sozo Inoue
Using LUPI to Improve Complex Activity Recognition. ABC (2021)
Sayeda Shamma Alia, Kohei Adachi, Tahera Hossain, Nhat-Tan Le, 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/ISWC Adjunct (2021)
Tittaya Mairittha, Nattaya Mairittha, Sozo Inoue
Integrating a spoken dialogue system, nursing records, and activity data collection based on smartphones. Comput. Methods Programs Biomed. 210 (2021)
Kazunori Oka, Daisuke Fujita, Yasunobu Nohara, Sozo Inoue, Koichi Arimura, Koji Iihara, Syoji Kobashi
CNN Based Hierarchical Intracerebral Hematoma Region Extraction Method in Head Thick-Slice CT Images. ICMLC (2021)
Kazunori Oka, Takumi Hirahara, Yasunobu Nohara, Sozo Inoue, Koichi Arimura, Syoji Kobashi, Koji Iihara
Predictors of Intracerebral Hematoma Enlargement Using Brain CT Images in Emergency Medical Care. CYBCONF (2021)
Kohei Adachi, Sayeda Shamma Alia, Nazmun Nahid, Haru Kaneko, Paula Lago, Sozo Inoue
Summary of the Bento Packaging Activity Recognition Challenge. ABC (2021)
Paula Lago, Moe Matsuki, Kohei Adachi, Sozo Inoue
Using additional training sensors to improve single-sensor complex activity recognition. ISWC (2021)
Haru Kaneko, Tahera Hossain, Sozo Inoue
Analysis of Feature Importances for Automatic Generation of Care Records. UbiComp/ISWC Adjunct (2021)
Nhat-Tan Le, Nazmun Nahid, Sozo Inoue
Transition-points-based Segmentation and Hierarchical Classification for Locomotion and Transportation recognition on Radio-data. UbiComp/ISWC Adjunct (2021)
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. ABC (2021)
Sayeda Shamma Alia, Paula Lago, Sozo Inoue
MCoMat: a new performance metric for imbalanced multi-layer activity recognition dataset. UbiComp/ISWC Adjunct (2020)
Sozo Inoue
Editor's Message to Special Issue of Ubiquitous Computing Systems (IX). J. Inf. Process. 28 (2020)
Sayeda Shamma Alia, Paula Lago, Kohei Adachi, Tahera Hossain, Hiroki Goto, Tsuyoshi Okita, Sozo Inoue
nurse care activity recognition challenge using lab and field data. UbiComp/ISWC Adjunct (2020)
Tittaya Mairittha, Nattaya Mairittha, Sozo Inoue
Improving fine-tuned question answering models for electronic health records. UbiComp/ISWC Adjunct (2020)
Yuri Tani, Shuichi Fukuda, Yuki Matsuda, Sozo Inoue, Yutaka Arakawa
WorkerSense: Mobile Sensing Platform for Collecting Physiological, Mental, and Environmental State of Office Workers. PerCom Workshops (2020)
Md. Sadman Siraj, Md. Ahasan Atick Faisal, Omar Shahid, Farhan Fuad Abir, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad
UPIC: user and position independent classical approach for locomotion and transportation modes recognition. UbiComp/ISWC Adjunct (2020)
Paula Lago, Moe Matsuki, Sozo Inoue
Achieving Single-Sensor Complex Activity Recognition from Multi-Sensor Training Data. CoRR (2020)
Md Atiqur Rahman Ahad, Trung Ngo Thanh, Anindya Das Antar, Masud Ahmed, Tahera Hossain, Daigo Muramatsu, Yasushi Makihara, Sozo Inoue, Yasushi Yagi
Wearable Sensor-Based Gait Analysis for Age and Gender Estimation. Sensors 20 (8) (2020)
Paula Lago, Shingo Takeda, Sayeda Shamma Alia, Kohei Adachi, Brahim Bennai, François Charpillet, Sozo Inoue
A dataset for complex activity recognition withmicro and macro activities in a cooking scenario. CoRR (2020)
Nattaya Mairittha, Tittaya Mairittha, Sozo Inoue
Improving activity data collection with on-device personalization using fine-tuning. UbiComp/ISWC Adjunct (2020)
Noriyo Colley, Misuzu Nakamura, Sozo Inoue, Satoshi Kanai, Atsushi Konno, Shunsuke Komizunai, Shinji Ninomiya, Tadayoshi Asaka, Hiroki Mani, Hana Takizawa, Sarina Umesawa, Yuya Taira, Eri Murata
. SII (2020)
Tsuyoshi Okita, Hirotaka Hachiya, Sozo Inoue, Naonori Ueda
Translation Between Waves, wave2wave. CoRR (2020)
Tahera Hossain, Md. Atiqur Rahman Ahad, Sozo Inoue
A Method for Sensor-Based Activity Recognition in Missing Data Scenario. Sensors 20 (14) (2020)
Swapnil Sayan Saha, Shafizur Rahman, Zarin Rezwana Ridita Haque, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad
Position independent activity recognition using shallow neural architecture and empirical modeling. UbiComp/ISWC Adjunct (2019)
Nattaya Mairittha, Tittaya Mairittha, Sozo Inoue
On-Device Deep Learning Inference for Efficient Activity Data Collection. Sensors 19 (15) (2019)
Tittaya Mairittha, Nattaya Mairittha, Sozo Inoue
A dialogue-based annotation for activity recognition. UbiComp/ISWC Adjunct (2019)
Md Shafiqul Islam, Tsuyoshi Okita, Sozo Inoue
Evaluation of Transfer Learning for Human Activity Recognition Among Different Datasets. DASC/PiCom/DataCom/CyberSciTech (2019)
Shingo Takeda, Paula Lago, Tsuyoshi Okita, Sozo Inoue
Reduction of marker-body matching work in activity recognition using motion capture. UbiComp/ISWC Adjunct (2019)
Sozo Inoue, Paula Lago, Tahera Hossain, Tittaya Mairittha, Nattaya Mairittha
Integrating Activity Recognition and Nursing Care Records: The System, Deployment, and a Verification Study. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (3) (2019)
Masud Ahmed, Anindya Das Antar, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad
POIDEN: position and orientation independent deep ensemble network for the classification of locomotion and transportation modes. UbiComp/ISWC Adjunct (2019)
Tahera Hossain, Md Shafiqul Islam, Md Atiqur Rahman Ahad, Sozo Inoue
Human activity recognition using earable device. UbiComp/ISWC Adjunct (2019)
Moe Matsuki, Paula Lago, Sozo Inoue
Characterizing Word Embeddings for Zero-Shot Sensor-Based Human Activity Recognition. Sensors 19 (22) (2019)
Nattaya Mairittha, Tittaya Mairittha, Sozo Inoue
Optimizing activity data collection with gamification points using uncertainty based active learning. UbiComp/ISWC Adjunct (2019)
Tahera Hossain, Sozo Inoue
Sensor-Based Daily Activity Understanding in Caregiving Center. PerCom Workshops (2019)
Trung Ngo Thanh, Yuichi Hattori, Md Atiqur Rahman Ahad, Anindya Das Antar, Masud Ahmed, Daigo Muramatsu, Yasushi Makihara, Yasushi Yagi, Sozo Inoue, Tahera Hossain
OU-ISIR Wearable Sensor-based Gait Challenge: Age and Gender. ICB (2019)
Tittaya Mairittha, Nattaya Mairittha, Sozo Inoue
Evaluating a Spoken Dialogue System for Recording Systems of Nursing Care. Sensors 19 (17) (2019)
Paula Lago, Sayeda Shamma Alia, Shingo Takeda, Tittaya Mairittha, Nattaya Mairittha, Farina Faiz, Yusuke Nishimura, Kohei Adachi, Tsuyoshi Okita, François Charpillet, Sozo Inoue
Nurse care activity recognition challenge: summary and results. UbiComp/ISWC Adjunct (2019)
Nattaya Mairittha, Tittaya Mairittha, Sozo Inoue
A Mobile App for Nursing Activity Recognition. UbiComp/ISWC Adjunct (2018)
Keita Fujino, Sozo Inoue, Tomohiro Shibata
Machine Learning of User Attentions in Sensor Data Visualization. MobiCASE (2018)
Masaya Inoue, Sozo Inoue, Takeshi Nishida
Deep recurrent neural network for mobile human activity recognition with high throughput. Artif. Life Robotics 23 (2) (2018)
Muneeba Raja, Anja Exler, Samuli Hemminki, Shin'ichi Konomi, Stephan Sigg, Sozo Inoue
Towards pervasive geospatial affect perception. GeoInformatica 22 (1) (2018)
Tahera Hossain, Md Atiqur Rahman Ahad, Tahia Tazin, Sozo Inoue
Activity Recognition by Using LoRaWAN Sensor. UbiComp/ISWC Adjunct (2018)
Paula Lago, Sozo Inoue
A Hybrid Model Using Hidden Markov Chain and Logic Model for Daily Living Activity Recognition. UCAmI (2018)
Tsuyoshi Okita, Sozo Inoue
Activity Recognition: Translation across Sensor Modalities Using Deep Learning. UbiComp/ISWC Adjunct (2018)
Shingo Takeda, Tsuyoshi Okita, Paula Lago, Sozo Inoue
A Multi-Sensor Setting Activity Recognition Simulation Tool. UbiComp/ISWC Adjunct (2018)
Tahera Hossain, Yusuke Doi, Tahia Tazin, Md Atiqur Rahman Ahad, Sozo Inoue
Study of LoRaWAN Technology for Activity Recognition. UbiComp/ISWC Adjunct (2018)
Tittaya Mairittha, Tsuyoshi Okita, Sozo Inoue
Pre-Consulting Dialogue Systems for Telemedicine: Yes/No Intent Classification. UbiComp/ISWC Adjunct (2018)
Nattaya Mairittha, Sozo Inoue
Gamification for High-Quality Dataset in Mobile Activity Recognition. MobiCASE (2018)
Tittaya Mairittha, Tsuyoshi Okita, Sozo Inoue
Dialogue Breakdown Detection with Long Short Term Memory. MobiCASE (2018)
Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tahera Hossain, Sozo Inoue, Md. Atiqur Rahman Ahad
Supervised and Neural Classifiers for Locomotion Analysis. UbiComp/ISWC Adjunct (2018)
Paula Lago, Tsuyoshi Okita, Shingo Takeda, Sozo Inoue
Improving Sensor-based Activity Recognition Using Motion Capture as Additional Information. UbiComp/ISWC Adjunct (2018)
Moe Matsuki, Sozo Inoue
Sensing Experiment in a Caregiving Facility for Correlation Analysis of Sleep and Daytime Activities. UbiComp/ISWC Adjunct (2018)
Tsuyoshi Okita, Sozo Inoue
Recognition of multiple overlapping activities using compositional CNN-LSTM model. UbiComp/ISWC Adjunct (2017)
Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven
5th Int. workshop on human activity sensing corpus and applications (HASCA): towards open-ended context awareness. UbiComp/ISWC Adjunct (2017)
Sozo Inoue, Tatsuya Isoda, Mako Shirouzu, Yasuhiko Sugiyama, Yasunobu Nohara, Naoki Nakashima
Predicting daily nursing load from nurses' activity logs and patients' medical records. UbiComp Adjunct (2016)
Sozo Inoue
Activity Recognition and Future Prediction in Hospitals. MobiQuitous (Adjunct Proceedings) (2016)
Moe Matsuki, Sozo Inoue
Recognizing unknown activities using semantic word vectors and twitter timestamps. UbiComp Adjunct (2016)
Sozo Inoue, Naonori Ueda, Yasunobu Nohara, Naoki Nakashima
Recognizing and Understanding Nursing Activities for a Whole Day with a Big Dataset. J. Inf. Process. 24 (6) (2016)
Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven
workshop on human activity sensing corpus and applications: towards open-ended context awareness. UbiComp Adjunct (2016)
Takamichi Toda, Sozo Inoue, Naonori Ueda
Mobile Activity Recognition through Training Labels with Inaccurate Activity Segments. MobiQuitous (2016)
Masaya Inoue, Sozo Inoue, Takeshi Nishida
Deep Recurrent Neural Network for Mobile Human Activity Recognition with High Throughput. CoRR (2016)
Sozo Inoue, Xincheng Pan
Supervised and Unsupervised Transfer Learning for Activity Recognition from Simple In-home Sensors. MobiQuitous (2016)
Yukino Baba, Hisashi Kashima, Yasunobu Nohara, Eiko Kai, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima
Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries. KDD (2015)
Stephan Sigg, Sozo Inoue
Challenges for real-time human activity recognition (NII Shonan Meeting 2015-12). NII Shonan Meet. Rep. 2015 (2015)
Atsushi Taniguchi, Sozo Inoue
A method for automatic assessment of user-generated tests and its evaluation. UbiComp/ISWC Adjunct (2015)
Tatsuya Isoda, Yasunobu Nohara, Sozo Inoue, Mako Shirouzu, Yasuhiko Sugiyama, Mari Hirata, Kyoko Machida, Naoki Nakashima
Experiment for nursing activity analysis using mobile sensors and proximity sensors. UbiComp/ISWC Adjunct (2015)
Sozo Inoue, Naonori Ueda, Yasunobu Nohara, Naoki Nakashima
Mobile activity recognition for a whole day: recognizing real nursing activities with big dataset. UbiComp (2015)
Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas
International workshop on human activity sensing corpus and its application (HASCA2015). UbiComp/ISWC Adjunct (2015)
Xincheng Pan, Tomohiro Minezaki, Tatsuya Isoda, Shota Tanaka, Yuri Uchino, Sozo Inoue
Analyzing daily-life activities and power consumptions using tablet sensors and activity annotation web system. UbiComp/ISWC Adjunct (2015)
Yong Ding, Martin Alexander Neumann, Erwin Stamm, Michael Beigl, Sozo Inoue, Xincheng Pan
A personalized load forecasting enhanced by activity information. ISC2 (2015)
Tatsuya Isoda, Shuji Kutsuna, Sozo Inoue, Masato Kawano
Room exit recognition using mobile accelerometers and illuminometers. UbiComp Adjunct (2014)
Naoto Migita, Sozo Inoue, Takuya Yumiyama, Takeshi Nishida
A method for tracking on-body sensor positions utilizing prior knowledge. UbiComp Adjunct (2014)
Nobuo Kawaguchi, Sozo Inoue, Nobuhiko Nishio, Susanna Pirttikangas, Daniel Roggen
International workshop on human activity sensing corpus and its application (HASCA2014). UbiComp Adjunct (2014)
Ashir Ahmed, Andrew Rebeiro-Hargrave, Rafiqul Islam Maruf, Sozo Inoue, Naoki Nakashima
Applicability of Portable Health Clinic to Ageing Society. HCI (21) (2014)
Takamichi Toda, Naonori Ueda, Sozo Inoue, Shota Tanaka
Training human activity recognition for labels with inaccurate time stamps. UbiComp Adjunct (2014)
Eiko Kai, Ashir Ahmed, Sozo Inoue, Atsushi Taniguchi, Naoki Nakashima, Yasunobu Nohara, Masaru Kitsuregawa
Evolving health consultancy by predictive caravan health sensing in developing countries. UbiComp Adjunct (2014)
Eiko Kai, Andrew Rebeiro-Hargrave, Sozo Inoue, Yasunobu Nohara, Rafiqul Islam Maruf, Naoki Nakashima, Ashir Ahmed
Empowering the Healthcare Worker Using the Portable Health Clinic. AINA (2014)
Ghada Farouk Naiem, Sozo Inoue
A Method for Assessing User-generated Tests for Online Courses Exploiting Crowdsourcing Concept. IWWISS (2014)
Takeshi Nishida, Sozo Inoue, Shinichi Sagara
State estimation of mobile robot using GPS signal that includes reflected and diffracted waves. Artif. Life Robotics 18 (3-4) (2013)
Naoki Nakashima, Yasunobu Nohara, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Partha Pratim Ghosh, Rafiqul Islam Maruf, Tatsuo Hiramatsu, Kunihisa Kobayashi, Toyoshi Inoguchi, Masaru Kitsuregawa
An Affordable, Usable and Sustainable Preventive Healthcare System for Unreached People in Bangladesh. MedInfo (2013)
Sozo Inoue, Kousuke Hayashida, Masato Nakamura, Yasunobu Nohara, Naoki Nakashima
Capturing Nursing Interactions from Mobile Sensor Data and In-Room Sensors. HCI (11) (2013)
Takamichi Toda, Sozo Inoue, Lin Li
Parallel, distributed, and differential processing system for human activity sensing flows. UbiComp (Adjunct Publication) (2013)
Yasunobu Nohara, Naoki Nakashima, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Partha Pratim Ghosh, Rafiqul Islam Maruf, Tatsuo Hiramatsu
Portable Health Clinic Packages for Base of Pyramid. MedInfo (2013)
Ashir Ahmed, Lutfe Kabir, Eiko Kai, Sozo Inoue
GramHealth: A bottom-up approach to provide preventive healthcare services for unreached community. EMBC (2013)
Ashir Ahmed, Sozo Inoue, Eiko Kai, Naoki Nakashima, Yasunobu Nohara
Portable Health Clinic: A Pervasive Way to Serve the Unreached Community for Preventive Healthcare. HCI (25) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sozo Inoue