Zilu Liang

Orcid: 0000-0002-2328-5016

According to our database1, Zilu Liang authored at least 70 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Prompt engineering for digital mental health: a short review.
Frontiers Digit. Health, 2024

Co-design personal sleep health technology for and with university students.
Frontiers Digit. Health, 2024

ProDepDet: Out-of-domain Knowledge Transfer of Pre-trained Large Language Models for Depression Detection in Text-Based Multi-Party Conversations.
Proceedings of the International Joint Conference on Neural Networks, 2024

Time Series Analysis for Social Media Anxiety Detection: A Mini Review.
Proceedings of the 13th IEEE Global Conference on Consumer Electronics, 2024

GyroTetris: Merging Mobile Gaming and Motion Sensing to Boost Motor Skills and Enjoyment.
Proceedings of the 13th IEEE Global Conference on Consumer Electronics, 2024

WristPet: Promoting Daily Physical Activity Through Nudge Theory in a Smartwatch App.
Proceedings of the 13th IEEE Global Conference on Consumer Electronics, 2024

LSTM-based Glucose Prediction for Prediabetes.
Proceedings of the 13th IEEE Global Conference on Consumer Electronics, 2024

Exploring the Impact of Wearable Continuous Glucose Monitoring on Glucose Regulation and Eating Behavior in Healthy Individuals: A Pilot Study.
Proceedings of the Behavior Transformation by IoT International Workshop, 2024

Apnea Hypopnea Index Estimation from Low-Granularity Overnight Oxymetry Data.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023
What's keeping teens up at night? Reflecting on sleep and technology habits with teens.
Pers. Ubiquitous Comput., April, 2023

A Study of Identification of Corporate Financial Fraud Using Neural Network Algorithms in an Information-based Environment.
Informatica (Slovenia), 2023

Who Says What (WSW): A Novel Model for Utterance-Aware Speaker Identification in Text-Based Multi-Party Conversations.
Proceedings of the 19th International Conference on Web Information Systems and Technologies, 2023

Comparing Attitudes Towards Mobile App Development between International Students and Domestic Japanese Students.
Proceedings of the IEEE International Conference on Teaching, 2023

Effect of Decision Boundary for Logistic Regression Classifiers on Sleep Apnea Screening Accuracy with Wearable SpO2 Data.
Proceedings of the Fourteenth International Conference on Mobile Computing and Ubiquitous Network, 2023

Multiscale Attention Entropy (MSAE) of Overnight Pulse Oximetry for Assessing Sleep Apnea.
Proceedings of the 7th International Conference on Medical and Health Informatics, 2023

Developing Sleep Apnea Screening Models Compatible with Low-Resolution SpO2 Data.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Mining Contrast Rules in a Sleep Apnea Dataset.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

An Experience Report on English Medium Instruction (EMI) based Computing Education in a Faculty of Engineering in Japan.
Proceedings of the 35th International Conference on Software Engineering Education and Training, 2023

HelaDepDet: A Novel Multi-class Classification Model for Detecting the Severity of Human Depression.
Proceedings of the Collaboration Technologies and Social Computing, 2023

A Bi-national Investigation of the Needs of Visually Disabled People from Mexico and Japan.
Proceedings of the Computer-Human Interaction Research and Applications, 2023

Contrast Set Mining for Actionable Insights into Associations Between Sleep and Glucose in a Normoglycemic Population.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Contextualizing Introductory App Development Course for First-Year Engineering Students.
Proceedings of the IEEE International Conference on Teaching, 2022

Correlation Analysis of Nested Consumer Health Data: A New Look at an Old Problem.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

AkiKomi: Design and Implementation of a Mobile App System for Real-time Room Occupancy Estimation.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Context-aware Sleep Analysis with Intraday Steps and Heart Rate Time Series Data from Consumer Activity Trackers.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
A Multi-Level Classification Approach for Sleep Stage Prediction With Processed Data Derived From Consumer Wearable Activity Trackers.
Frontiers Digit. Health, 2021

What Does Sleeping Brain Tell About Stress? A Pilot Functional Near-Infrared Spectroscopy Study Into Stress-Related Cortical Hemodynamic Features During Sleep.
Frontiers Comput. Sci., 2021

Teaching Android App Development to First Year Undergraduates: Textual Programming or Visual Programming?
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

An N-of-1 Investigation into Stress-Related Hemodynamics in the Prefrontal Cortex During the First Sleep Cycle.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

The Role of Continuous Glucose Monitoring in Automatic Detection of Eating Activities.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

Not Just a Matter of Accuracy: A fNIRS Pilot Study into Discrepancy Between Sleep Data and Subjective Sleep Experience in Quantified-Self Sleep Tracking.
Proceedings of the IoT Technologies for Health Care - 8th EAI International Conference, 2021

Investigating the Effect of Feature Distribution Shift on the Performance of Sleep Stage Classification with Consumer Sleep Trackers.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

2020
How Does Fitbit Measure Brainwaves: A Qualitative Study into the Credibility of Sleep-tracking Technologies.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Opportunities for Improving the Learning/Teaching Experience in a Virtual Online Environment.
Proceedings of the IEEE International Conference on Teaching, 2020

Student Research Competition (TALE SRC).
Proceedings of the IEEE International Conference on Teaching, 2020

Validation of Omron Wearable Blood Pressure Monitor HeartGuide<sup>TM</sup> in Free-Living Environments.
Proceedings of the Wireless Mobile Communication and Healthcare, 2020

Developing mHealth App for Tracking Academic Stress and Physiological Reactions to Stress.
Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020

A Two-stage Imbalanced Learning Method for Sleep Stages Classification using Consumer Activity Trackers.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Enhancing Active Learning in Web Development Classes Using Pairwise Pre-and-Post Lecture Quizzes.
Proceedings of the IEEE International Conference on Engineering, Technology and Education, 2019

Design of A Web Development Attitudes Survey.
Proceedings of the IEEE International Conference on Engineering, Technology and Education, 2019

Combining Numerical and Visual Approaches in Validating Sleep Data Quality of Consumer Wearable Wristbands.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Combining Resampling and Machine Learning to Improve Sleep-Wake Detection of Fitbit Wristbands.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Achieving Accurate Ubiquitous Sleep Sensing with Consumer Wearable Activity Wristbands Using Multi-class Imbalanced Classification.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

A Quantified-Self Framework for Exploring and Enhancing Personal Productivity.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
A Pervasive Sensing Approach to Automatic Assessment of Trunk Coordination Using Mobile Devices.
EAI Endorsed Trans. Pervasive Health Technol., 2018

Not All Errors Are Created Equal: Influence of User Characteristics on Measurement Errors of Consumer Wearable Devices for Sleep Tracking.
EAI Endorsed Trans. Pervasive Health Technol., 2018

Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions.
J. Heal. Informatics Res., 2018

A Top-Down Approach to Teaching Web Development in the Cloud.
Proceedings of the IEEE International Conference on Teaching, 2018

2017
Is fitbit fit for sleep-tracking?: sources of measurement errors and proposed countermeasures.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

Explicit exercise coaching for health promotion based on bio-mechanics and ontology engineering.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

Investigating Classroom Activities in English Conversation Lessons Based on Activity Coding and Data Visualization.
Proceedings of the New Frontiers in Artificial Intelligence, 2017

Utilizing mobile devices for evaluating body trunk coordination: Feasibility and preliminary results.
Proceedings of the Tenth International Conference on Mobile Computing and Ubiquitous Network, 2017

Considering interpersonal differences in validating wearable sleep-tracking technologies.
Proceedings of the Tenth International Conference on Mobile Computing and Ubiquitous Network, 2017

Novel use of Nintendo Wii Balance Board for automatic evaluation on motion quality.
Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017

Are wearable EEG devices more accurate than fitness wristbands for home sleep Tracking? Comparison of consumer sleep trackers with clinical devices.
Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017

2016
SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors.
Pers. Ubiquitous Comput., 2016

Sleep tracking in the real world: a qualitative study into barriers for improving sleep.
Proceedings of the 28th Australian Conference on Computer-Human Interaction, 2016

A Personalized Approach for Detecting Unusual Sleep from Time Series Sleep-Tracking Data.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Mining hidden correlations between sleep and lifestyle factors from quantified-self data.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Nurturing wearable and mHealth technologies for self-care: Mindset, tool set and skill set.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

Health Promotion Community Support for Vitality and Empathy: Visualize Quality of Motion (QoM).
Proceedings of the Digital Human Modeling: Applications in Health, Safety, Ergonomics and Risk Management, 2016

2015
Axis Visualizer: Enjoy Core Torsion and Be Healthy for Health Promotion Community Support.
Proceedings of the New Frontiers in Artificial Intelligence, 2015

Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data.
Proceedings of the New Frontiers in Artificial Intelligence, 2015

Framing Self-quantification for Individual-level Preventive Health Care.
Proceedings of the HEALTHINF 2015, 2015

2014
Real-time urban traffic amount prediction models for dynamic route guidance systems.
EURASIP J. Wirel. Commun. Netw., 2014

A route guidance system with personalized rerouting for reducing traveling time of vehicles in urban areas.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Speed-Volume Relationship Model for Speed Estimation on Urban Roads in Intelligent Transportation Systems.
Proceedings of the Progress in Systems Engineering, 2014

2013
City traffic prediction based on real-time traffic information for Intelligent Transport Systems.
Proceedings of the 13th International Conference on ITS Telecommunications, 2013

Automatic Route Shortening Based on Link Quality Classification in Ad Hoc Networks.
Proceedings of the Advances in Systems Science, 2013

2011
Pro-Reactive Route Recovery with Automatic Route Shortening in Wireless Ad Hoc Networks.
Proceedings of the 10th International Symposium on Autonomous Decentralized Systems, 2011


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