Grace Ngai

Affiliations:
  • Hong Kong Polytechnic University


According to our database1, Grace Ngai authored at least 96 papers between 1999 and 2023.

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

Timeline

Legend:

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Bibliography

2023
Using attention-based neural networks for predicting student learning outcomes in service-learning.
Educ. Inf. Technol., October, 2023

Real-time flashover prediction model for multi-compartment building structures using attention based recurrent neural networks.
Expert Syst. Appl., August, 2023

Is your mouse attracted by your eyes: Non-intrusive stress detection in off-the-shelf desktop environments.
Eng. Appl. Artif. Intell., 2023

MultiMediate 2023: Engagement Level Detection using Audio and Video Features.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Unveiling Subtle Cues: Backchannel Detection Using Temporal Multimodal Attention Networks.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022
Investigating Differences in Gaze and Typing Behavior Across Writing Genres.
Int. J. Hum. Comput. Interact., 2022

Nurturing Socially Responsible Global Citizens Through Blended Learning: A Journey Through Technology-Enhanced Service-Learning.
Proceedings of the Blended Learning: Engaging Students in the New Normal Era, 2022

Implement Virtual Reality Tour in Blended Learning.
Proceedings of the Blended Learning: Engaging Students in the New Normal Era, 2022

Identifying Key Learning Factors in Service-Leaning Programs Using Machine Learning.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021
Global STEM Education through e-Service Learning in the Time of COVID-19: A Case Study.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2021

Reconceptualizing Online Experiential Learning: Case Study of a Tele-engineering Project.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2021

Predicting Flashover Occurrence using Surrogate Temperature Data.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Screening for refractive error with low-quality smartphone images.
Proceedings of the MoMM '20: The 18th International Conference on Advances in Mobile Computing and Multimedia, Chiang Mai, Thailand, November 30, 2020

Exploiting Active Learning in Novel Refractive Error Detection with Smartphones.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Hand-eye Coordination for Textual Difficulty Detection in Text Summarization.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2019
Moment-to-Moment Detection of Internal Thought from Eye Vergence Behaviour.
CoRR, 2019

Detecting stress from mouse-gaze attraction.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Activity Recognition and Stress Detection via Wristband.
Proceedings of the MoMM 2019: The 17th International Conference on Advances in Mobile Computing & Multimedia, 2019

Moment-to-Moment Detection of Internal Thought during Video Viewing from Eye Vergence Behavior.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Your Body Signals Expose Your Fall.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

From Beneficiary to Community Leader: Capacity Building through a Renewable Energy Project in Rwanda.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2019

Investigating Differences in Gaze and Typing Behavior Across Age Groups and Writing Genres.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

Study TOUR for Computer Science Students.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
Fast-PADMA: Rapidly Adapting Facial Affect Model From Similar Individuals.
IEEE Trans. Multim., 2018

Quick Bootstrapping of a Personalized Gaze Model from Real-Use Interactions.
ACM Trans. Intell. Syst. Technol., 2018

Cross-Species Learning: A Low-Cost Approach to Learning Human Fight from Animal Fight.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Every Little Movement Has a Meaning of Its Own: Using Past Mouse Movements to Predict the Next Interaction.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

2017
Physiological mouse: toward an emotion-aware mouse.
Univers. Access Inf. Soc., 2017

Automatic fight detection in surveillance videos.
Int. J. Pervasive Comput. Commun., 2017

When non-engineering students work on an international service-learning engineering project - A case study.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2017

Your Mouse Reveals Your Next Activity: Towards Predicting User Intention from Mouse Interaction.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

ScreenGlint: Practical, In-situ Gaze Estimation on Smartphones.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Are you stressed? Your eyes and the mouse can tell.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Identifying User-Specific Facial Affects from Spontaneous Expressions with Minimal Annotation.
IEEE Trans. Affect. Comput., 2016

Multi-dimension reviewer credibility quantification across diverse travel communities.
Knowl. Inf. Syst., 2016

Multimodal human attention detection for reading.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

StressClick: Sensing Stress from Gaze-Click Patterns.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Using a recycled container to setup a community learning centre in rural Cambodia - A case study.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2016

Your Eye Tells How Well You Comprehend.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Building a Personalized, Auto-Calibrating Eye Tracker from User Interactions.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
How much impact can be made in a week?: Designing Effective International Service Learning Projects for Computing.
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015

Emotar: Communicating Feelings through Video Sharing.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Democratizing Optometric Care: A Vision-Based, Data-Driven Approach to Automatic Refractive Error Measurement for Vision Screening.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Automatic Fight Detection Based on Motion Analysis.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Approximate Web Database Snapshots.
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014
From Writing to Painting: A Kinect-Based Cross-Modal Chinese Painting Generation System.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Building a Self-Learning Eye Gaze Model from User Interaction Data.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Physiological Mouse: Towards an Emotion-Aware Mouse.
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014

Detecting handwriting errors with visual feedback in early childhood for Chinese characters.
Proceedings of the IDC '14, 2014

2013
Designing i*CATch: A multipurpose, education-friendly construction kit for physical and wearable computing.
ACM Trans. Comput. Educ., 2013

i*Chameleon: a platform for developing multimodal application with comprehensive development cycle.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Computer Assisted Melo-rhythmic Generation of Traditional Chinese Music from Ink Brush Calligraphy.
Proceedings of the 13th International Conference on New Interfaces for Musical Expression, 2013

Mobile DJ: a Tangible, Mobile Platform for Active and Collaborative Music Listening.
Proceedings of the 13th International Conference on New Interfaces for Musical Expression, 2013

Quantifying Reviewer Credibility in Online Tourism.
Proceedings of the Database and Expert Systems Applications, 2013

2012
i∗Chameleon: A unified web service framework for integrating multimodal interaction devices.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Applicability of Demographic Recommender System to Tourist Attractions: A Case Study on Trip Advisor.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

MelodicBrush: a cross-modal link between ancient and digital art forms.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

MelodicBrush: a novel system for cross-modal digital art creation linking calligraphy and music.
Proceedings of the Designing Interactive Systems Conference 2012, 2012

2011
A probabilistic rating inference framework for mining user preferences from reviews.
World Wide Web, 2011

i*Chameleon: a scalable and extensible framework for multimodal interaction.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Deploying a Wearable Computing Platform for Computing Education.
IEEE Trans. Learn. Technol., 2010

An introduction to the multi-modal multi-robot (MuMoMuRo) control system.
Proceedings of the IEEE International Conference on Systems, 2010

Introduction to a Framework for Multi-modal and tangible interaction.
Proceedings of the IEEE International Conference on Systems, 2010

i*CATch: a scalable plug-n-play wearable computing framework for novices and children.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
On the implementation of self-assessment in an introductory programming course.
ACM SIGCSE Bull., 2009

Learning programming through fashion and design: a pilot summer course in wearable computing for middle school students.
Proceedings of the 40th SIGCSE Technical Symposium on Computer Science Education, 2009

Filling the gap in programming instruction: a text-enhanced graphical programming environment for junior high students.
Proceedings of the 40th SIGCSE Technical Symposium on Computer Science Education, 2009

Dynamic collaborative robotic platform - A brief introduction.
Proceedings of the 13th International Conference on Computers Supported Cooperative Work in Design, 2009

A framework for collaborative eTextiles design - An introduction to Co-eTex.
Proceedings of the 13th International Conference on Computers Supported Cooperative Work in Design, 2009

An education-friendly construction platform for wearable computing.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

The TeeBoard: an education-friendly construction platform for e-textiles and wearable computing.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2006
One story, one flow: Hidden Markov Story Models for multilingual multidocument summarization.
ACM Trans. Speech Lang. Process., 2006

Aligning word senses using bilingual corpora.
ACM Trans. Asian Lang. Inf. Process., 2006

MCL: a MobiGATE coordination language for highly adaptive and reconfigurable mobile middleware.
Softw. Pract. Exp., 2006

Applying Coordination for Service Adaptation in Mobile Computing.
IEEE Internet Comput., 2006

A Clustering Approach for Unsupervised Chinese Coreference Resolution.
Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

2004
A maximum-entropy chinese parser augmented by transformation-based learning.
ACM Trans. Asian Lang. Inf. Process., 2004

Joining forces to resolve lexical ambiguity: East meets West in Barcelona.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

Semantic role labeling with Boosting, SVMs, Maximum Entropy, SNOW, and Decision Lists.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

Raising the Bar: Stacked Conservative Error Correction Beyond Boosting.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

NTPC: N-fold Templated Piped Correction.
Proceedings of the Natural Language Processing, 2004

Why Nitpicking Works: Evidence for Occam's Razor in Error Correctors.
Proceedings of the COLING 2004, 2004

2003
A Stacked, Voted, Stacked Model for Named Entity Recognition.
Proceedings of the Seventh Conference on Natural Language Learning, 2003

2002
Boosting for Named Entity Recognition.
Proceedings of the 6th Conference on Natural Language Learning, 2002

Identifying Concepts Across Languages: A First Step towards a Corpus-based Approach to Automatic Ontology Alignment.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

2001
Man [and Woman] vs. Machine: A Case Study in Base Noun Phrase Learning
CoRR, 2001

Coaxing Confidences from an Old Friend: Probabilistic Classifications from Transformation Rule Lists
CoRR, 2001

Inducing Multilingual Text Analysis Tools via Robust Projection across Aligned Corpora.
Proceedings of the First International Conference on Human Language Technology Research, 2001

Inducing Multilingual POS Taggers and NP Bracketers via Robust Projection Across Aligned Corpora.
Proceedings of the Language Technologies 2001: The Second Meeting of the North American Chapter of the Association for Computational Linguistics, 2001

Transformation Based Learning in the Fast Lane.
Proceedings of the Language Technologies 2001: The Second Meeting of the North American Chapter of the Association for Computational Linguistics, 2001

Multidimensional transformation-based learning.
Proceedings of the ACL 2001 Workshop on Computational Natural Language Learning, 2001

2000
Automatic Grammar Induction: Combining, Reducing and Doing Nothing.
Proceedings of the Sixth Internatonal Workshop on Parsing Technologies, 2000

Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking.
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000

1999
Dynamic User Model Construction with Bayesian Networks for Intelligent Information Queries.
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Man* vs. Machine: A Case Study in Base Noun Phrase Learning.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999


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