Chun-Kit Ngan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Venues

Int. J. Appl. Decis. Sci.

CoRR

HPCC/DSS/SmartCity/DependSys

VISIGRAPP (3: IVAPP)

George Mason University, Fairfax, Virginia, USA (PHD)

Education History

George Mason University, Fairfax, Virginia, USA

PHD

Publications

Federico Galbiati, Ranier X. Gran, Brendan D. Jacques, Sullivan J. Mulhern, Chun-Kit Ngan
An Integrated Framework for Team Formation and Winner Prediction in the FIRST Robotics Competition: Model, Algorithm, and Analysis. CoRR (2024)
Sahil Sawant, Jinhong Yu, Kirtikumar Pandya, Chun-Kit Ngan, Rolf Bardeli
An Enhanced BERTopic Framework and Algorithm for Improving Topic Coherence and Diversity. HPCC/DSS/SmartCity/DependSys (2022)
Chun-Kit Ngan, Alexander Brodsky
Optimal Event Monitoring through Internet Mashup over Multivariate Time Series. CoRR (2022)
Robert Brodin, Palawat Busaranuvong, Chun-Kit Ngan
AutoCNN-MSCD: An Autodesigned CNN Framework for Detecting Multi-skin Cancer Diseases over Dermoscopic Images. VISIGRAPP (4: VISAPP) (2022)
Chun-Kit Ngan, Yok-Fong Paat, Rachel Green
HDSS: a healthcare decision support system on combining domain knowledge and data analytics for predicting potential risk of mental health. Int. J. Appl. Decis. Sci. 15 (4) (2022)
Aishwarya Ramakrishnan, Chun-Kit Ngan
A Hybrid Video-to-Text Summarization Framework and Algorithm on Cascading Advanced Extractive- and Abstractive-based Approaches for Supporting Viewers' Video Navigation and Understanding. AIKE (2022)
Anneliese Markus, Amos Roche, Chun-Kit Ngan, Yin-Ting Cheung, Kristi Prifti
A Prognostic Machine Learning Framework and Algorithm for Predicting Long-term Behavioural Outcomes in Cancer Survivors. HEALTHINF (2022)
Amorn Chokchaisiripakdee, Chun-Kit Ngan
VisNLP: A Visual-based Educational Support Platform for Learning Statistical NLP Analytics. VISIGRAPP (3: IVAPP) (2021)
Chun-Kit Ngan, Boyuan Yang
An Ensemble-Based Weight-Learning Framework and Algorithm for Imputing Missing Values on High-Dimension Low-Sample Size Datasets. HPCC/DSS/SmartCity/DependSys (2021)
Lin Li, Koshin Ono, Chun-Kit Ngan
A Deep Learning and Transfer Learning Approach for Vehicle Damage Detection. FLAIRS Conference (2021)
Lin Li, Chun-Kit Ngan
A Weight-adjusting Approach on an Ensemble of Classifiers for Time Series Forecasting. ICISDM (2019)
Chun-Kit Ngan
An automated data-driven tool to build artificial neural networks for predictive decision-making. Int. J. Appl. Decis. Sci. 11 (3) (2018)
Lin Li, Chun-Kit Ngan
A weight-adjusted-voting framework on an ensemble of classifiers for improving sensitivity. Intell. Data Anal. 21 (6) (2017)
Chun-Kit Ngan, Lin Li
A patient-centric decision guidance system for detecting glycemia of diabetes patients. Int. J. Appl. Decis. Sci. 9 (4) (2016)
Chun-Kit Ngan, Lin Li
H-EQPE Model and L-Checkpoint Algorithm: A Decision-Guidance Approach for Detecting Hypoglycemia of Diabetes Patients. Int. J. Decis. Support Syst. Technol. 7 (4) (2015)
Chun-Kit Ngan, Alexander Brodsky, Jessica Lin
Multi-event decision making over multivariate time series. Int. J. Inf. Decis. Sci. 5 (3) (2013)
Chun-Kit Ngan, Alexander Brodsky
Optimal Event Monitoring through Internet Mashup over Multivariate Time Series. Int. J. Decis. Support Syst. Technol. 5 (2) (2013)
Chun-Kit Ngan, Alexander Brodsky, Nathan E. Egge, Erik Backus
Optimizing Power, Heating, and Cooling Capacity on a Decision-Guided Energy Investment Framework. ICEIS (2013)
Chun-Kit Ngan, Alexander Brodsky, Nathan E. Egge, Erik Backus
A Decision-Guided Energy Framework for Optimal Power, Heating, and Cooling Capacity Investment. ICEIS (1) (2013)
Chun-Kit Ngan, Alexander Brodsky, Jessica Lin
R-Checkpoint Algorithm for Multi-Event Decision Making over Multivariate Time Series. DSS (2012)
Chun-Kit Ngan, Alexander Brodsky, Jessica Lin
An Event-Based Service Framework for Learning, Querying and Monitoring Multivariate Time Series. ICEIS (2011)
Chun-Kit Ngan, Alexander Brodsky, Jessica Lin
A Service Framework for Learning, Querying and Monitoring Multivariate Time Series. ICEIS (2) (2011)

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Publication Activity (10 Years)

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Chun-Kit Ngan