Published on in Vol 5, No 3 (2018): Jul-Sept
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/10153, first published
.
Journals
- Day J, Freiberg K, Hayes A, Homel R. Towards Scalable, Integrative Assessment of Children’s Self-Regulatory Capabilities: New Applications of Digital Technology. Clinical Child and Family Psychology Review 2019;22(1):90 View
- Cho A, Lee H, Jo Y, Whang M. Embodied Emotion Recognition Based on Life-Logging. Sensors 2019;19(23):5308 View
- Bickman L. Improving Mental Health Services: A 50-Year Journey from Randomized Experiments to Artificial Intelligence and Precision Mental Health. Administration and Policy in Mental Health and Mental Health Services Research 2020;47(5):795 View
- Geangu E, Vuong Q. Look up to the body: An eye-tracking investigation of 7-months-old infants’ visual exploration of emotional body expressions. Infant Behavior and Development 2020;60:101473 View
- Narziev N, Goh H, Toshnazarov K, Lee S, Chung K, Noh Y. STDD: Short-Term Depression Detection with Passive Sensing. Sensors 2020;20(5):1396 View
- Gasparini F, Giltri M, Bandini S. Discriminating affective state intensity using physiological responses. Multimedia Tools and Applications 2020;79(47-48):35845 View
- Park S, Constantinides M, Aiello L, Quercia D, Van Gent P. WellBeat: A Framework for Tracking Daily Well-Being Using Smartwatches. IEEE Internet Computing 2020;24(5):10 View
- Hilty D, Armstrong C, Luxton D, Gentry M, Krupinski E. A Scoping Review of Sensors, Wearables, and Remote Monitoring For Behavioral Health: Uses, Outcomes, Clinical Competencies, and Research Directions. Journal of Technology in Behavioral Science 2021;6(2):278 View
- Xu L, Zheng Y, Xu D, Xu L. Predicting the Preference for Sad Music: The Role of Gender, Personality, and Audio Features. IEEE Access 2021;9:92952 View
- Chakrabarti S, Biswas N, Jones L, Kesari S, Ashili S. Smart Consumer Wearables as Digital Diagnostic Tools: A Review. Diagnostics 2022;12(9):2110 View
- Qirtas M, Zafeiridi E, Pesch D, White E. Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review. JMIR mHealth and uHealth 2022;10(4):e34638 View
- Chung J, Brakey H, Reeder B, Myers O, Demiris G. Community‐dwelling older adults' acceptance of smartwatches for health and location tracking. International Journal of Older People Nursing 2023;18(1) View
- Jemioło P, Storman D, Mamica M, Szymkowski M, Żabicka W, Wojtaszek-Główka M, Ligęza A. Datasets for Automated Affect and Emotion Recognition from Cardiovascular Signals Using Artificial Intelligence— A Systematic Review. Sensors 2022;22(7):2538 View
- Mughal F, Raffe W, Stubbs P, Kneebone I, Garcia J. Fitbits for Monitoring Depressive Symptoms in Older Aged Persons: Qualitative Feasibility Study. JMIR Formative Research 2022;6(11):e33952 View
- Veeranki Y, Kumar H, Ganapathy N, Natarajan B, Swaminathan R. A Systematic Review of Sensing and Differentiating Dichotomous Emotional States Using Audio-Visual Stimuli. IEEE Access 2021;9:124434 View
- Xu L, Wang J, Xu D, Xu L. Integrating Individual Factors to Construct Recognition Models of Consumer Fraud Victimization. International Journal of Environmental Research and Public Health 2022;19(1):461 View
- Deligianni F, Guo Y, Yang G. From Emotions to Mood Disorders: A Survey on Gait Analysis Methodology. IEEE Journal of Biomedical and Health Informatics 2019;23(6):2302 View
- Khanshan A, Van Gorp P, Nuijten R, Markopoulos P. Assessing the Influence of Physical Activity Upon the Experience Sampling Response Rate on Wrist-Worn Devices. International Journal of Environmental Research and Public Health 2021;18(20):10593 View
- Bocu R, Bocu D, Iavich M. An Extended Review Concerning the Relevance of Deep Learning and Privacy Techniques for Data-Driven Soft Sensors. Sensors 2022;23(1):294 View
- Jianwattanapaisarn N, Sumi K, Utsumi A, Khamsemanan N, Nattee C. Emotional characteristic analysis of human gait while real-time movie viewing. Frontiers in Artificial Intelligence 2022;5 View
- Delgado-Santos P, Stragapede G, Tolosana R, Guest R, Deravi F, Vera-Rodriguez R. A Survey of Privacy Vulnerabilities of Mobile Device Sensors. ACM Computing Surveys 2022;54(11s):1 View
- Ahmed N, Aghbari Z, Girija S. A systematic survey on multimodal emotion recognition using learning algorithms. Intelligent Systems with Applications 2023;17:200171 View
- Li Y, Yu L, Liao J, Su G, Ammarah H, Liu L, Wang S. A single smartwatch-based segmentation approach in human activity recognition. Pervasive and Mobile Computing 2022;83:101600 View
- Anderson L, Hall L, Crosby R, Crow S, Berg K, Durkin N, Engel S, Peterson C. “Feeling fat,” disgust, guilt, and shame: Preliminary evaluation of a mediation model of binge-eating in adults with higher-weight bodies. Body Image 2022;42:32 View
- Yokoyama K, Hayashi E, Ito H, Kawahara Y. Estimation of heart rate variability from heart rate measured with wristwatch‐type heart rate monitor. Electronics and Communications in Japan 2022;105(2) View
- Yokoyama K, Hayashi E, Ito H, Kawahara Y. Estimation of Heart Rate Variability from Heartrate Measured with Wristwatch-Type Heartrate Monitor. IEEJ Transactions on Electronics, Information and Systems 2022;142(1):46 View
- Huhn S, Axt M, Gunga H, Maggioni M, Munga S, Obor D, Sié A, Boudo V, Bunker A, Sauerborn R, Bärnighausen T, Barteit S. The Impact of Wearable Technologies in Health Research: Scoping Review. JMIR mHealth and uHealth 2022;10(1):e34384 View
- Wen X, Huang Z, Sun Z, Xu L. What a deep song: The role of music features in perceived depth. PsyCh Journal 2022;11(5):673 View
- Roemmich K, Andalibi N. Data Subjects' Conceptualizations of and Attitudes Toward Automatic Emotion Recognition-Enabled Wellbeing Interventions on Social Media. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW2):1 View
- Ab. Aziz N, K. T, Ismail S, Hasnul M, Ab. Aziz K, Ibrahim S, Abd. Aziz A, Raja J. Asian Affective and Emotional State (A2ES) Dataset of ECG and PPG for Affective Computing Research. Algorithms 2023;16(3):130 View
- Leppich D, Bieber C, Proschek K, Harms P, Schubert U. DUX: a dataset of user interactions and user emotions. i-com 2023;22(2):101 View
- Saganowski S, Perz B, Polak A, Kazienko P. Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review. IEEE Transactions on Affective Computing 2023;14(3):1876 View
- Olesen K, Lønfeldt N, Das S, Pagsberg A, Clemmensen L. Predicting Obsessive-Compulsive Disorder Events in Children and Adolescents in the Wild Using a Wearable Biosensor (Wrist Angel): Protocol for the Analysis Plan of a Nonrandomized Pilot Study. JMIR Research Protocols 2023;12:e48571 View
- Gohumpu J, Xue M, Bao Y. Emotion recognition with multi-modal peripheral physiological signals. Frontiers in Computer Science 2023;5 View
- Xu S, Fang J, Hu X, Ngai E, Wang W, Guo Y, Leung V. Emotion Recognition From Gait Analyses: Current Research and Future Directions. IEEE Transactions on Computational Social Systems 2024;11(1):363 View
- Baroudi L, Barton K, Cain S, Shorter K. Classification of human walking context using a single-point accelerometer. Scientific Reports 2024;14(1) View
- Deguchi N, Osuka Y, Kojima N, Motokawa K, Iwasaki M, Inagaki H, Miyamae F, Okamura T, Hirano H, Awata S, Sasai H. Sex-specific factors associated with acceptance of smartwatches among urban older adults: the Itabashi longitudinal study on aging. Frontiers in Public Health 2024;12 View
- Felber N, Alavi H, Mugellini E, Wangmo T. The smart home, a true home? How new technologies disrupt the experience of home for older persons. Universal Access in the Information Society 2025;24(1):897 View
- Gebhardt C, Brombach A, Luong T, Hilliges O, Holz C. Detecting Users' Emotional States during Passive Social Media Use. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2024;8(2):1 View
- Kaur H, Rani V, Kumar M. Human activity recognition: A comprehensive review. Expert Systems 2024;41(11) View
- Halabi R, Gonzalez-Torres C, MacLean S, Husain M, Pratap A, Alda M, Mulsant B, Ortiz A. A Novel Unsupervised Machine Learning Approach to Assess Postural Dynamics in Euthymic Bipolar Disorder. IEEE Journal of Biomedical and Health Informatics 2024;28(8):4903 View
- Oh K, Ko J, Jin N, Han S, Yoon C, Shin J, Ko M. Understanding Morning Emotions by Analyzing Daily Wake-Up Alarm Usage: Longitudinal Observational Study. JMIR Human Factors 2024;11:e50835 View
- Abramuszkinová Pavlíková E, Nevrkla P, Röhrich M. Heart Rate Index as a Measure of Physical Workload in Chainsaw Operations. Applied Sciences 2024;14(24):11483 View
- Behnke M, Krzyżaniak W, Nowak J, Kupiński S, Chwiłkowska P, Jęśko Białek S, Kłoskowski M, Maciejewski P, Szymański K, Lakens D, Petrova K, Jamieson J, Gross J. The competitive esports physiological, affective, and video dataset. Scientific Data 2025;12(1) View
- Song Y. Enhancing learning engagement through experiential teaching: a study of piano education among Chinese older adult learners. Educational Gerontology 2025:1 View
Books/Policy Documents
- Martinho D, Carneiro J, Novais P, Neves J, Corchado J, Marreiros G. Progress in Artificial Intelligence. View
- Zhuang Y, Lin L, Tong R, Liu J, Iwamoto Y, Chen Y. Computer Vision – ACCV 2020 Workshops. View
- Cipriano M, Costagliola G, De Rosa M, Fuccella V, Shevchenko S. Innovation in Medicine and Healthcare. View
- Jianwattanapaisarn N, Sumi K, Utsumi A. Intelligent Video Surveillance - New Perspectives. View
- Bocu R, Bocu D. Advanced Information Networking and Applications. View
Conference Proceedings
- Tizzano G, Spezialetti M, Rossi S. 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA). A Deep Learning Approach for Mood Recognition from Wearable Data View
- Mughal F, Raffe W, Garcia J. 2020 IEEE 8th International Conference on Serious Games and Applications for Health (SeGAH). Emotion Recognition Techniques for Geriatric Users: A Snapshot View
- Wijasena H, Ferdiana R, Wibirama S. 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS). A Survey of Emotion Recognition using Physiological Signal in Wearable Devices View
- Long K, Shanmugam K, Rana M. 2023 17th International Conference on Ubiquitous Information Management and Communication (IMCOM). An Evaluation of Smartwatch Contribution in Improving Human Health View
- Tsoukalas A, Steven Annor P, Kafeza E, Tzes A. 2022 8th International Conference on Automation, Robotics and Applications (ICARA). IoT Enhancements for an In-house Calm Computing Environment View
- Saganowski S, Kunc D, Perz B, Komoszynska J, Behnke M, Kazienko P. 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). The Cold Start Problem and Per-Group Personalization in Real-Life Emotion Recognition With Wearables View
- Samyoun S, Mondol A, Stankovic J. 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). A Multimodal Framework for Robustly Distinguishing among Similar Emotions using Wearable Sensors View
- Mughal F, Raffe W, Stubbs P, Garcia J. 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH). Towards depression monitoring and prevention in older populations using smart wearables: Quantitative Findings View
- Qin C, Constantinides M, Aiello L, Quercia D. 2020 IEEE VIS Arts Program (VISAP). HeartBees: Visualizing Crowd Affects View
- Andreoletti D, Ayoub O, Peternier A, Leidi T, Giordano S. 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech). Sensor and Feature Selection for Lightweight Emotion Recognition on Resource-Constrained Smartwatches View
- Jianwattanapaisarn N, Sumi K, Utsumi A. 2022 10th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). Emotion Recognition from Non-Straight Walking Gaits Induced by Emotional Videos View
- Limbani D, Yatin D, Chaturvedi N, Moorthy V, Pushpalatha M, Harichandana B, Kumar S. 2023 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT). WEARS: Wearable Emotion AI with Real-time Sensor data View
- Guo H, Zhang J, Jiang Y, Qi Y, Chen S, Chen Z, Lin W, Cao J, Li S. 2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC). EMO-Music: Emotion Recognition Based Music Therapy with Deep Learning on Physiological Signals View
- He Y, Chen L, Zhao Q, Hong Z, Chen Y. 2023 2nd International Conference on Artificial Intelligence, Human-Computer Interaction and Robotics (AIHCIR). MEDA-CBLSTM: Data Acquisition, Processing and Emotion Recognition Based on Multi-Layer EDA View
- Nur Z, Wijaya R, Wulandari G. 2024 12th International Conference on Information and Communication Technology (ICoICT). Gradient Boosting, AdaBoost, and LightGBM for Emotion Recognition: A Comparative Analysis on Wearable Sensor Data View
- Setyawan H, Wijaya R, Kosala G. 2024 12th International Conference on Information and Communication Technology (ICoICT). Development of an Emotion Detection System Based on Heartrate Using Support Vector Machine View