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  1. Article

    Open Access

    What’s kee** teens up at night? Reflecting on sleep and technology habits with teens

    Sleep studies suggest that exams, jobs, and technologies keep teens up at night, but little research exists to engage teens in reflecting on their own sleep. We designed a set of cards and a web-based app ‘Sle...

    Bernd Ploderer, Shannon Rodgers, Zilu Liang in Personal and Ubiquitous Computing (2023)

  2. No Access

    Chapter and Conference Paper

    A Bi-national Investigation of the Needs of Visually Disabled People from Mexico and Japan

    Around 2,200 million (2.2 billion) people have some level of visual disabilities, of which 2 million are in Mexico and 13 million in Japan. These significant communities face challenges in several aspects of t...

    Alexandro del Valle, Zilu Liang in Computer-Human Interaction Research and Ap… (2023)

  3. No Access

    Chapter and Conference Paper

    HelaDepDet: A Novel Multi-class Classification Model for Detecting the Severity of Human Depression

    Depression-driven suicide is a serious social problem. Early identification of depression is vital for the well-being of society. Clinical diagnosis of depression takes a significant amount of time and require...

    Y. H. P. P. Priyadarshana, Zilu Liang in Collaboration Technologies and Social Comp… (2023)

  4. No Access

    Chapter and Conference Paper

    Not Just a Matter of Accuracy: A fNIRS Pilot Study into Discrepancy Between Sleep Data and Subjective Sleep Experience in Quantified-Self Sleep Tracking

    Quantified-self sleep tracking devices such as Fitbit are gaining great popular in recent years. However, users often complain about the discrepancy between the data collected with sleep trackers and their sub...

    Zilu Liang in IoT Technologies for Health Care (2022)

  5. No Access

    Chapter and Conference Paper

    Validation of Omron Wearable Blood Pressure Monitor HeartGuideTM in Free-Living Environments

    Hypertension is one of the most common health conditions in modern society. Accurate blood pressure monitoring in free-living conditions is important for the precise diagnosis and management of hypertension. I...

    Zilu Liang, Mario Alberto Chapa-Martell in Wireless Mobile Communication and Healthcare (2021)

  6. No Access

    Article

    Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions

    Consumer sleep tracking technologies offer an unobtrusive and cost-efficient way to monitor sleep in free-living conditions. Technological advances in hardware and software have significantly improved the func...

    Zilu Liang, Mario Alberto Chapa Martell in Journal of Healthcare Informatics Research (2018)

  7. No Access

    Chapter and Conference Paper

    Investigating Classroom Activities in English Conversation Lessons Based on Activity Coding and Data Visualization

    Reflective teaching has become dominant paradigm in second language teacher education, as critical reflection helps teachers achieve a better understanding of teaching and learning processes. Critical reflecti...

    Zilu Liang, Satoshi Nishimura in New Frontiers in Artificial Intelligence (2018)

  8. No Access

    Chapter and Conference Paper

    Axis Visualizer: Enjoy Core Torsion and Be Healthy for Health Promotion Community Support

    In Japan, the ratio of people with lifestyle-related diseases has increased to approximately 30%. Individuals as well as the Nation are getting more and more health-conscious, and special attention has been ma...

    Takuichi Nishimura, Zilu Liang in New Frontiers in Artificial Intelligence (2017)

  9. No Access

    Chapter and Conference Paper

    Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data

    There are many sleep tracking technologies in the consumer market nowadays. These technologies offer rich functions ranging from sleep pattern tracking to smart alarm clock. However, previous study indicates t...

    Zilu Liang, Wanyu Liu, Bernd Ploderer in New Frontiers in Artificial Intelligence (2017)

  10. No Access

    Article

    SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors

    Getting enough quality sleep is a key part of a healthy lifestyle. Many people are tracking their sleep through mobile and wearable technology, together with contextual information that may influence sleep qua...

    Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata in Personal and Ubiquitous Computing (2016)

  11. Chapter and Conference Paper

    Health Promotion Community Support for Vitality and Empathy: Visualize Quality of Motion (QoM)

    Nowadays approximately 30 % of the population is suffering from lifestyle-related diseases in Japan. Both individuals and the government are becoming more and more health-conscious and are taking various meas...

    Takuichi Nishimura, Zilu Liang in Digital Human Modeling: Applications in He… (2016)

  12. No Access

    Chapter and Conference Paper

    A Cloud-Based Intelligent Computing System for Contextual Exploration on Personal Sleep-Tracking Data Using Association Rule Mining

    With the development of wearable and mobile computing technology, more and more people start using sleep-tracking tools to collect personal sleep data on a daily basis aiming at understanding and improving the...

    Zilu Liang, Bernd Ploderer, Mario Alberto Chapa Martell in Intelligent Computing Systems (2016)

  13. No Access

    Chapter and Conference Paper

    Speed-Volume Relationship Model for Speed Estimation on Urban Roads in Intelligent Transportation Systems

    Estimating average speed on roads is required by many applications in Intelligent Transportation Systems. In spite of abundant researches done on speed estimation on highways, there is only limited effort made...

    Zilu Liang, Yasushi Wakahara in Progress in Systems Engineering (2015)

  14. Article

    Open Access

    Real-time urban traffic amount prediction models for dynamic route guidance systems

    The route guidance system (RGS) has been considered an important technology to mitigate urban traffic congestion. However, existing RGSs provide only route guidance after congestion happens. This reactive stra...

    Zilu Liang, Yasushi Wakahara in EURASIP Journal on Wireless Communications and Networking (2014)

  15. No Access

    Chapter and Conference Paper

    Automatic Route Shortening Based on Link Quality Classification in Ad Hoc Networks

    The highly dynamic topology of an ad hoc network often causes route redundancy in the network. Several route shortening methods have been proposed to eliminate the redundancy. However, the existing works do no...

    Zilu Liang, Yasushi Wakahara in Advances in Systems Science (2014)