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intelligent optimization » integer optimization (Expand Search), intelligent automation (Expand Search), intelligent identification (Expand Search)
spatial intelligent » spatial intelligence (Expand Search), adaptive intelligent (Expand Search)
intelligent optimization » integer optimization (Expand Search), intelligent automation (Expand Search), intelligent identification (Expand Search)
spatial intelligent » spatial intelligence (Expand Search), adaptive intelligent (Expand Search)
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Vision enhancement using artificial intelligence techniques
Published 2019“…This dissertation uses the concept of artificial intelligence and deep learning, with a focus on removing rainwater from heavy rain videos based on a former research published on CVPR in 2018 carried out by my supervisor. …”
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A multi-layer CNN-GRUSKIP model based on transformer for spatial: temporal traffic flow prediction
Published 2024“…Traffic flow prediction remains a cornerstone for intelligent transportation systems (ITS), influencing both route optimization and environmental efforts. …”
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Physics-Informed Deep Learning for Plasma Etch Optimization
Published 2024“…The application of artificial intelligence (AI) and machine learning (ML) techniques in optimizing these steps presents a revolutionary prospect for the industry. …”
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Assignment optimization of pandemic influenza antiviral drugs in Urban pharmacies
Published 2020Get full text
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Robust and efficient deep learning methods for vision-based action recognition
Published 2021Get full text
Thesis-Doctor of Philosophy -
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Tools for multi-agent crowd simulation : redesigning and extending the COSMOS crowd simulation suite
Published 2012Get full text
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Online map-matching based on Hidden Markov model for real-time traffic sensing applications
Published 2013“…We focused on two improvements over existing HMM-based algorithms: (1) the use of an optimal localizing strategy, the variable sliding window (VSW) method, that guarantees the online solution quality under uncertain future inputs, and (2) the novel combination of spatial, temporal and topological information using machine learning. …”
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Risk assessment and its visualization of power tower under typhoon disaster based on machine learning algorithms
Published 2019“…On the knowledge extraction layer, six intelligent risk prediction models are established based on machine learning algorithms by hyperparameter optimization. …”
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Spatio temporal traffic pediction for a large-scale road network
Published 2019“…In a country like Singapore, which is adapting the Smart Nation program, Intelligent Transport Systems (ITS) plays a key role. …”
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Thesis -
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Leveraging transfer learning for spatio-temporal human activity recognition from video sequences
Published 2023“…It uses two-stream ConvNet to extract spatial and temporal information and proposes a fine-tuned deep neural network. …”
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