Jacqueline C. K. Lam

Orcid: 0000-0002-8805-3574

According to our database1, Jacqueline C. K. Lam authored at least 34 papers between 2011 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
UNI-CAL: A Universal AI-Driven Model for Air Pollutant Sensor Calibration With Domain-Specific Knowledge Inputs.
IEEE Access, 2024

2023
GCN-ST-MDIR: Graph Convolutional Network-Based Spatial-Temporal Missing Air Pollution Data Pattern Identification and Recovery.
IEEE Trans. Big Data, October, 2023

Personalized Ambient Pollution Estimation Based on Stationary-Camera-Taken Images Under Cross-Camera Information Sharing in Smart City.
IEEE Internet Things J., September, 2023

Hierarchical Recovery of Missing Air Pollution Data via Improved Long-Short Term Context Encoder Network.
IEEE Trans. Big Data, February, 2023

Distilling Region-Wise and Channel-Wise Deep Structural Facial Relationships for FAU (DSR-FAU) Intensity Estimation.
IEEE Trans. Affect. Comput., 2023

2022
Missing Air Pollution Data Recovery Based on Long-Short Term Context Encoder.
IEEE Trans. Big Data, 2022

A Domain-Specific Bayesian Deep-Learning Approach for Air Pollution Forecast.
IEEE Trans. Big Data, 2022

Facial Expression Recognition With Deeply-Supervised Attention Network.
IEEE Trans. Affect. Comput., 2022

Deep-AIR: A Hybrid CNN-LSTM Framework for Fine-Grained Air Pollution Estimation and Forecast in Metropolitan Cities.
IEEE Access, 2022

2021
Deep-AIR: A Hybrid CNN-LSTM Framework for Air Quality Modeling in Metropolitan Cities.
CoRR, 2021

2020
A Novel Interpolation-SVT Approach for Recovering Missing Low-Rank Air Quality Data.
IEEE Access, 2020

ResNet-LSTM for Real-Time PM<sub>2.5</sub> and PM₁₀ Estimation Using Sequential Smartphone Images.
IEEE Access, 2020

Siamese-Like Convolutional Neural Network for Fine-Grained Income Estimation of Developed Economies.
IEEE Access, 2020

Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Multi-Type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring.
Sensors, 2019

Optimal Citizen-Centric Sensor Placement for Air Quality Monitoring: A Case Study of City of Cambridge, the United Kingdom.
IEEE Access, 2019

2018
CrowdTravel: scenic spot profiling by using heterogeneous crowdsourced data.
J. Ambient Intell. Humaniz. Comput., 2018

CrowdTracker: Optimized Urban Moving Object Tracking Using Mobile Crowd Sensing.
IEEE Internet Things J., 2018

Task Allocation in Spatial Crowdsourcing: Current State and Future Directions.
IEEE Internet Things J., 2018

FreeSense: A Robust Approach for Indoor Human Detection Using Wi-Fi Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Optimal Citizen-Centric Sensor Placement for Citywide Environmental Monitoring - A Submodular Approach.
Proceedings of the 2018 IEEE International Conference on Sensing, 2018

Optimal Multi-type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring.
Proceedings of the IEEE International Smart Cities Conference, 2018

Video-based Emotion Recognition Using Deeply-Supervised Neural Networks.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Multi-region Ensemble Convolutional Neural Network for Facial Expression Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

UMeAir: Predicting Momentary Happiness Towards Air Quality via Machine Learning.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Optimization of Urban Heating Network Design Using Genetic Algorithm.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

In Search of A Better Land: Would People Move to A Country with Better Air Quality? A Global Survey Based on Twitter Data.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

A Bayesian LSTM Model to Evaluate the Effects of Air Pollution Control Regulations in China.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Unsupervised Domain Adaptation with Generative Adversarial Networks for Facial Emotion Recognition.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Deep Learning Model to Estimate Air Pollution Using M-BP to Fill in Missing Proxy Urban Data.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Low-rank singular value thresholding for recovering missing air quality data.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2012
Transitioning Towards a Low-Carbon Hydrogen Economy in the United States: Role of Transition Management.
Int. J. Appl. Logist., 2012

Real-time interactive learning through smart mobile devices.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

2011
Promoting Technological Environmental Innovations: The Role of Environmental Regulation.
Int. J. Appl. Logist., 2011


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