Zilu Liang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Topics

Automatic Evaluation

Classroom Activities

Top Venues

JSAI-isAI Workshops

Publications

Y. H. P. P. Priyadarshana, Ashala Senanayake, Zilu Liang, Ian Piumarta
Prompt engineering for digital mental health: a short review. Frontiers Digit. Health 6 (2024)
Zilu Liang
Exploring the Impact of Wearable Continuous Glucose Monitoring on Glucose Regulation and Eating Behavior in Healthy Individuals: A Pilot Study. BTIW@MobiSys (2024)
Zilu Liang, Edward Melcer, Kingkarn Khotchasing, Huyen Hoang Nhung
Co-design personal sleep health technology for and with university students. Frontiers Digit. Health 6 (2024)
Huyen Hoang Nhung, Zilu Liang
Apnea Hypopnea Index Estimation from Low-Granularity Overnight Oxymetry Data. BIOSTEC (2) (2024)
Hannah Jayne, Alena Lukovnikova, Huyen Hoang Nhung, Zilu Liang
Mining Contrast Rules in a Sleep Apnea Dataset. GCCE (2023)
Zilu Liang
Developing Sleep Apnea Screening Models Compatible with Low-Resolution SpO2 Data. GCCE (2023)
Alexandro del Valle, Zilu Liang, Ian Piumarta
A Bi-national Investigation of the Needs of Visually Disabled People from Mexico and Japan. CHIRA (1) (2023)
Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
Who Says What (WSW): A Novel Model for Utterance-Aware Speaker Identification in Text-Based Multi-Party Conversations. WEBIST (2023)
Huyen Hoang Nhung, Zilu Liang
Contrast Set Mining for Actionable Insights into Associations Between Sleep and Glucose in a Normoglycemic Population. HEALTHINF (2023)
Zilu Liang
Effect of Decision Boundary for Logistic Regression Classifiers on Sleep Apnea Screening Accuracy with Wearable SpO2 Data. ICMU (2023)
Zilu Liang, Yunji Liang
A Study of Identification of Corporate Financial Fraud Using Neural Network Algorithms in an Information-based Environment. Informatica (Slovenia) 47 (8) (2023)
Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
HelaDepDet: A Novel Multi-class Classification Model for Detecting the Severity of Human Depression. CollabTech (2023)
Zilu Liang
Comparing Attitudes Towards Mobile App Development between International Students and Domestic Japanese Students. TALE (2023)
Bernd Ploderer, Shannon Rodgers, Zilu Liang
What's keeping teens up at night? Reflecting on sleep and technology habits with teens. Pers. Ubiquitous Comput. 27 (2) (2023)
Zilu Liang
Multiscale Attention Entropy (MSAE) of Overnight Pulse Oximetry for Assessing Sleep Apnea. ICMHI (2023)
Zilu Liang, Ian Piumarta
An Experience Report on English Medium Instruction (EMI) based Computing Education in a Faculty of Engineering in Japan. CSEE&T (2023)
Zilu Liang
Correlation Analysis of Nested Consumer Health Data: A New Look at an Old Problem. LifeTech (2022)
Zilu Liang
Contextualizing Introductory App Development Course for First-Year Engineering Students. TALE (2022)
Zilu Liang, Huyen Hoang Nhung, Lauriane Bertrand, Nathan Cleyet-Marrel
Context-aware Sleep Analysis with Intraday Steps and Heart Rate Time Series Data from Consumer Activity Trackers. HEALTHINF (2022)
Daisei Tanaka, Junsei Tanaka, Kuriki Ikuru, Zilu Liang, Ian Piumarta
AkiKomi: Design and Implementation of a Mobile App System for Real-time Room Occupancy Estimation. GCCE (2022)
Zilu Liang, Masayuki Nishi, Ippei Kishida
Teaching Android App Development to First Year Undergraduates: Textual Programming or Visual Programming? TALE (2021)
Zilu Liang
An N-of-1 Investigation into Stress-Related Hemodynamics in the Prefrontal Cortex During the First Sleep Cycle. SMC (2021)
Zilu Liang, Mario Alberto Chapa Martell
A Multi-Level Classification Approach for Sleep Stage Prediction With Processed Data Derived From Consumer Wearable Activity Trackers. Frontiers Digit. Health 3 (2021)
Zilu Liang
Not Just a Matter of Accuracy: A fNIRS Pilot Study into Discrepancy Between Sleep Data and Subjective Sleep Experience in Quantified-Self Sleep Tracking. HealthyIoT (2021)
Pataranit Sirithummarak, Zilu Liang
Investigating the Effect of Feature Distribution Shift on the Performance of Sleep Stage Classification with Consumer Sleep Trackers. GCCE (2021)
Lauriane Bertrand, Nathan Cleyet-Marrel, Zilu Liang
The Role of Continuous Glucose Monitoring in Automatic Detection of Eating Activities. LifeTech (2021)
Zilu Liang
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. 3 (2021)
Zilu Liang, Bernd Ploderer
How Does Fitbit Measure Brainwaves: A Qualitative Study into the Credibility of Sleep-tracking Technologies. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Zilu Liang, Miguel Gomes da Costa Junior, Ian Piumarta
Opportunities for Improving the Learning/Teaching Experience in a Virtual Online Environment. TALE (2020)
Zilu Liang
Student Research Competition (TALE SRC). TALE (2020)
Zilu Liang, Oraphan Tatha, Lys Egholm Andersen
Developing mHealth App for Tracking Academic Stress and Physiological Reactions to Stress. LifeTech (2020)
Zilu Liang, Mario Alberto Chapa Martell
in Free-Living Environments. MobiHealth (2020)
Zilu Liang, Mario Alberto Chapa Martell
A Two-stage Imbalanced Learning Method for Sleep Stages Classification using Consumer Activity Trackers. HEALTHINF (2020)
Zilu Liang
Enhancing Active Learning in Web Development Classes Using Pairwise Pre-and-Post Lecture Quizzes. TALE (2019)
Zilu Liang, Mario Alberto Chapa Martell
Achieving Accurate Ubiquitous Sleep Sensing with Consumer Wearable Activity Wristbands Using Multi-class Imbalanced Classification. DASC/PiCom/DataCom/CyberSciTech (2019)
Gary White, Zilu Liang, Siobhán Clarke
A Quantified-Self Framework for Exploring and Enhancing Personal Productivity. CBMI (2019)
Zilu Liang
Design of A Web Development Attitudes Survey. TALE (2019)
Zilu Liang, Mario Alberto Chapa Martell
Combining Numerical and Visual Approaches in Validating Sleep Data Quality of Consumer Wearable Wristbands. PerCom Workshops (2019)
Zilu Liang, Mario Alberto Chapa Martell
Combining Resampling and Machine Learning to Improve Sleep-Wake Detection of Fitbit Wristbands. ICHI (2019)
Zilu Liang, Mario Alberto Chapa Martell
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. 4 (15) (2018)
Zilu Liang, Mario Alberto Chapa Martell
A Top-Down Approach to Teaching Web Development in the Cloud. TALE (2018)
Zilu Liang, Yasuyuki Yoshida, Nami Iino, Takuichi Nishimura, Mario Alberto Chapa Martell, Satoshi Nishimura
A Pervasive Sensing Approach to Automatic Assessment of Trunk Coordination Using Mobile Devices. EAI Endorsed Trans. Pervasive Health Technol. 4 (15) (2018)
Zilu Liang, Mario Alberto Chapa Martell
Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions. J. Heal. Informatics Res. 2 (1-2) (2018)
Zilu Liang, Takuichi Nishimura, Nami Iino, Yasuyuki Yoshida, Satoshi Nishimura
Utilizing mobile devices for evaluating body trunk coordination: Feasibility and preliminary results. ICMU (2017)
Zilu Liang, Satoshi Nishimura, Takuichi Nishimura, Mario Alberto Chapa Martell
Investigating Classroom Activities in English Conversation Lessons Based on Activity Coding and Data Visualization. JSAI-isAI Workshops (2017)
Zilu Liang, Mario Alberto Chapa Martell
Considering interpersonal differences in validating wearable sleep-tracking technologies. ICMU (2017)
Zilu Liang, Bernd Ploderer, Mario Alberto Chapa Martell
Is fitbit fit for sleep-tracking?: sources of measurement errors and proposed countermeasures. PervasiveHealth (2017)
Zilu Liang, Takuichi Nishimura, Satoshi Nishimura
Explicit exercise coaching for health promotion based on bio-mechanics and ontology engineering. PervasiveHealth (2017)
Zilu Liang, Takuichi Nishimura
Are wearable EEG devices more accurate than fitness wristbands for home sleep Tracking? Comparison of consumer sleep trackers with clinical devices. GCCE (2017)
Zilu Liang, Takuichi Nishimura, Nami Iino, Yasuyuki Yoshida, Satoshi Nishimura
Novel use of Nintendo Wii Balance Board for automatic evaluation on motion quality. GCCE (2017)
Zilu Liang, Mario Alberto Chapa Martell, Takuichi Nishimura
A Personalized Approach for Detecting Unusual Sleep from Time Series Sleep-Tracking Data. ICHI (2016)
Zilu Liang, Yukiko Nagata, Mario Alberto Chapa Martell, Takuichi Nishimura
Nurturing wearable and mHealth technologies for self-care: Mindset, tool set and skill set. HealthCom (2016)
Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, Yuxuan Li
SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors. Pers. Ubiquitous Comput. 20 (6) (2016)
Takuichi Nishimura, Zilu Liang, Satoshi Nishimura, Tomoka Nagao, Satoko Okubo, Yasuyuki Yoshida, Kazuya Imaizumi, Hisae Konosu, Hiroyasu Miwa, Kanako Nakajima, Ken Fukuda
Health Promotion Community Support for Vitality and Empathy: Visualize Quality of Motion (QoM). HCI (15) (2016)
Zilu Liang, Bernd Ploderer
Sleep tracking in the real world: a qualitative study into barriers for improving sleep. OZCHI (2016)
Zilu Liang, Mario Alberto Chapa Martell, Takuichi Nishimura
Mining hidden correlations between sleep and lifestyle factors from quantified-self data. UbiComp Adjunct (2016)
Takuichi Nishimura, Zilu Liang, Satoshi Nishimura, Tomoka Nagao, Satoko Okubo, Yasuyuki Yoshida, Kazuya Imaizumi, Hisae Konosu, Hiroyasu Miwa, Kanako Nakajima, Ken Fukuda
Axis Visualizer: Enjoy Core Torsion and Be Healthy for Health Promotion Community Support. JSAI-isAI Workshops (2015)
Zilu Liang, Mario Alberto Chapa Martell
Framing Self-quantification for Individual-level Preventive Health Care. HEALTHINF (2015)
Zilu Liang, Wanyu Liu, Bernd Ploderer, James Bailey, Lars Kulik, Yuxuan Li
Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data. JSAI-isAI Workshops (2015)
Zilu Liang, Yasushi Wakahara
Speed-Volume Relationship Model for Speed Estimation on Urban Roads in Intelligent Transportation Systems. ICSEng (2014)
Zilu Liang, Yasushi Wakahara
A route guidance system with personalized rerouting for reducing traveling time of vehicles in urban areas. ITSC (2014)
Zilu Liang, Yasushi Wakahara
Real-time urban traffic amount prediction models for dynamic route guidance systems. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Zilu Liang, Yasushi Wakahara
Automatic Route Shortening Based on Link Quality Classification in Ad Hoc Networks. ICSS (2013)
Zilu Liang, Yasushi Wakahara
City traffic prediction based on real-time traffic information for Intelligent Transport Systems. ITST (2013)
Zilu Liang, Yuzo Taenaka, Takefumi Ogawa, Yasushi Wakahara
Pro-Reactive Route Recovery with Automatic Route Shortening in Wireless Ad Hoc Networks. ISADS (2011)