Database Systems for Advanced Applications
26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part I
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De-** Wang
Computer Science
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Article
Quantum key distribution over a mimicked dynamic-scattering channel
Free-space quantum key distribution (QKD) plays an important role in the global quantum network. However, free space channels suffer from the atmospheric turbulence and scattering effects of haze, fog, and dus...
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Article
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment
Most existing recommendation research has been concentrated on unidirectional recommendation, i.e., only recommending items to users. However, the platform needs to achieve bi-directional recommendation in man...
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Chapter and Conference Paper
A Broader Study of Spectral Missing in Multi-spectral Vehicle Re-identification
Recent advances in vehicle re-identification based on complex illuminance rely on multi-spectral data: visible (VI) spectra, near-infrared (NIR), and thermal infrared (TIR) spectra. However, in various applica...
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Chapter and Conference Paper
FasterPlateNet: A Faster Deep Neural Network for License Plate Detection and Recognition
License plate recognition is an important technology for vehicle management. However, the existing methods based on traditional image processing or deep learning have limitations in accuracy and efficiency. In...
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Article
LINDA: multi-agent local information decomposition for awareness of teammates
In cooperative multi-agent reinforcement learning (MARL), where agents only have access to partial observations, efficiently leveraging local information is critical. During long-time observations, agents can ...
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Article
PyCIL: a Python toolbox for class-incremental learning
We have presented PyCIL, a classincremental learning toolbox written in Python. It contains implementations of a number of founding studies of CIL, but also provides current state-of-the-art algorithms that ca...
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Article
A Survey of Non-Volatile Main Memory File Systems
Non-volatile memories (NVMs) provide lower latency and higher bandwidth than block devices. Besides, NVMs are byte-addressable and provide persistence that can be used as memory-level storage devices (non-vola...
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Article
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence
Swarm intelligence has become a hot research field of artificial intelligence. Considering the importance of swarm intelligence for the future development of artificial intelligence, we discuss and analyze swa...
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Chapter and Conference Paper
Accelerate SVM Training with OHD-SVM on GPU
The SVM (Support Vector Machine) faces a huge challenge on reducing training time in the presence of large data sets due to its high computational cost. The SMO (Sequential Minimal Optimization) algorithm is u...
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Chapter and Conference Paper
A Multi-task Method for Immunofixation Electrophoresis Image Classification
In the field of plasma cell disorders diagnosis, the detection of abnormal monoclonal (M) proteins through Immunofixation Electrophoresis (IFE) is a widely accepted practice. However, the classification of IFE...
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Chapter and Conference Paper
Post-it: Augmented Reality Based Group Recommendation with Item Replacement
AR shop** has attracted significant attention with the emergence of popular AR applications, e.g., IKEA Place and Nike AR Fit. However, most AR stores merely provide auxiliary information for each user, inst...
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Article
Polarization-insensitive quantum key distribution using planar lightwave circuit chips
Self-stabilizing the quantum key distribution (QKD) system is essential to evaluate eavesdroppers’ information accurately. We develop and verify a polarization-insensitive time-bin decoder chip for QKD with th...
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Article
Accelerating Data Transfer in Dataflow Architectures Through a Look-Ahead Acknowledgment Mechanism
The dataflow architecture, which is characterized by a lack of a redundant unified control logic, has been shown to have an advantage over the control-flow architecture as it improves the computational perform...
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Chapter and Conference Paper
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
The ability to learn new concepts continually is necessary in this ever-changing world. However, deep neural networks suffer from catastrophic forgetting when learning new categories. Many works have been prop...
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Article
Preface
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Article
Vector soliton and noise-like pulse generation using a Ti3C2 MXene material in a fiber laser
We built a Tm:Ho co-doped fiber laser using a Ti3C2 MXene material as a saturable absorber (SA). The formation of vector solitons (VSs) and noise-like pulses (NLPs) was observed. The SA was prepared by drip** a...
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Book and Conference Proceedings
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Book and Conference Proceedings
Database Systems for Advanced Applications
26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part III
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Chapter and Conference Paper
Correction to: Database Systems for Advanced Applications
The original version of the book was inadvertently published with incorrect acknowledgements in chapters 28 and 31. The acknowledgements have been corrected and read as follows: Acknowledgement: “This paper is...
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Book and Conference Proceedings
Database Systems for Advanced Applications
26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part II
