Faculty profile
Chung-Horng Lung
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Research
Latest papers
Spatio-Temporal Agnostic Sampling for Imbalanced Multivariate Seasonal Time Series Data: A Study on Forest Fires.
Sensors (Basel, Switzerland) · 2025
Latest funding
- $120,000
A secured peer-to-peer framework for real-time communications using distributed ledger technology and post-quantum cryptography
NSERC · 2026 · Principal investigator
- $100,000
Indoor Localization using 5G Networks
NSERC · 2023 · Co-investigator
- $325,000
Realistic and generalizable training of autonomous cyber agents
NSERC · 2023 · Co-investigator
1 publications.
Spatio-Temporal Agnostic Sampling for Imbalanced Multivariate Seasonal Time Series Data: A Study on Forest Fires.
Mutakabbir A, Lung CH, Naik K, Zaman M, Ajila SA, Ravichandran T, Purcell R, Sampalli S
A secured peer-to-peer framework for real-time communications using distributed ledger technology and post-quantum cryptography
Principal investigators: Lung, Chung-Horng
Keywords: Information and communication services; Information, computer and communication technologies
Indoor Localization using 5G Networks
Principal investigators: Marsland, Ian ID
Keywords: 5g nr; digital signal processing; indoor localization; machine learning; neural networks; object tracking; position estimation; radar; time-of-arrival estimation
Realistic and generalizable training of autonomous cyber agents
Principal investigators: Kunz, Thomas TH
Keywords: autonomous agent training; cybersecurity; machine learning; realistic and generalizable training; reinforcement learning
Advanced natural language processing techniques for smart office assistant
Principal investigators: Lung, Chung-Horng CHL
Predicting Risks of Forest Fires using Federated Machine Learning Methods
Principal investigators: Naik, Kshirasagar K
Building a Flexible Framework Towards Autonomous Networking Using Machine Learning Techniques
Principal investigators: Lung, Chung-Horng
Keywords: machine learning; software-defined networking; autonomous networking; network monitoring; information-centric networking; internet of things; performance evaluation; network security; network function virtualization; communication software development
Network Function Virtualization: Placement and Performance Optimization
Principal investigators: Lung, ChungHorng
Satellite telemetry system and network performance evaluation for long-range unmanned aerial vehicles (UAVs)
Principal investigators: Lung, ChungHorng
Integration of system and software architecture techniques in support of autonomic cloud management
Principal investigators: Lung, ChungHorng
Big data analytics on mobile traffic through clustering analysis and machine learning
Principal investigators: Lung, ChungHorng
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
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