614 Result(s)
within
**g-**g Tan
Artificial Intelligence
Information Systems Applications (incl. Internet)
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Article
10-Million Atoms Simulation of First-Principle Package LS3DF
The growing demand for semiconductor devices simulation poses a big challenge for large-scale electronic structure calculations. Among various methods, the linearly scaling three-dimensional fragment (LS3DF) m...
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Article
Label-Aware Chinese Event Detection with Heterogeneous Graph Attention Network
Event detection (ED) seeks to recognize event triggers and classify them into the predefined event types. Chinese ED is formulated as a character-level task owing to the uncertain word boundaries. Prior method...
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Article
Ethereum fraud behavior detection based on graph neural networks
Since Bitcoin was first conceived in 2008, blockchain technology has attracted a large amount of researchers’ attention. At the same time, it has also facilitated a variety of cybercrimes. For example, Ethereu...
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Article
Top-down Text-Level Discourse Rhetorical Structure Parsing with Bidirectional Representation Learning
Early studies on discourse rhetorical structure parsing mainly adopt bottom-up approaches, limiting the parsing process to local information. Although current top-down parsers can better capture global informa...
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Article
Energy-aware scheduling for spark job based on deep reinforcement learning in cloud
Big data frameworks such as Storm, Spark and Hadoop are widely deployed in commercial and research applications, the energy consumption of cloud data centers that support big data processing platforms is becom...
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Article
Self-Supervised Monocular Depth Estimation by Digging into Uncertainty Quantification
Based on well-designed network architectures and objective functions, self-supervised monocular depth estimation has made great progress. However, lacking a specific mechanism to make the network learn more ab...
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Chapter and Conference Paper
White Blood Cell Classification of Porcine Blood Smear Images
Differentiating white blood cells has been a fundamental part of medical diagnosis as it allows the assessment of the state of health of various organ systems in an animal. However, the examination of blood sm...
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Chapter and Conference Paper
Utilization of Vision Transformer for Classification and Ranking of Video Distortions
The perceptual quality of video surveillance footage has impacts on several tasks involved in the surveillance process, such as the detection of anomalous objects. The videos captured by a camera are prone to ...
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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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Article
Document-Level Neural Machine Translation with Hierarchical Modeling of Global Context
Document-level machine translation (MT) remains challenging due to its difficulty in efficiently using document-level global context for translation. In this paper, we propose a hierarchical model to learn the...
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Chapter and Conference Paper
A Monocular Vision-Based Human-Following Approach for Mobile Robots
The ability to recognize and follow human beings is considered to be a key technology for mobile robots. A vision-based following approach is proposed in this paper. It consists of two parts: the human detecti...
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Chapter and Conference Paper
Deep Motion Flow Estimation for Monocular Endoscope
For monocular endoscope motion estimation, traditional algorithms often suffer from poor robustness when encountering uninformative or dark frames since they only use prominent image features. In contrast, dee...
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Chapter and Conference Paper
Gait Time Parameter Analysis-Based Rehabilitation Evaluation System of Lower Limb Motion Function
Aiming at the problems of low accuracy and high time cost of existing motion function rehabilitation evaluation methods, this paper proposes a rehabilitation evaluation method and system of lower limb motion f...
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Chapter and Conference Paper
Deep Learning for Automatic Detection of Qualitative Features of Lecturing
Artificial Intelligence in higher education opens new possibilities for improving the lecturing process, such as enriching didactic materials, hel** in assessing students’ works or even providing directions ...
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Chapter and Conference Paper
Understanding the Advantages of a Hybrid Setting Over the Virtual Setting in Serious Game Application
The conventions of Virtual Reality (VR) controllers trace their lineage from decades of controllers used within the predominantly 2D computer world. Such controllers are not always precise or deft enough to ad...
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Chapter and Conference Paper
Structural Design and Control of a Multi-degree-of-freedom Modular Bionic Arm Prosthesis
Due to various reasons of natural disasters, car accidents, diseases and so on, different levels of amputations such as hand, wrist and shoulder disarticulation have been caused. A modular structural design of...
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Chapter and Conference Paper
Inducing a Malay Lexicon from an Unlabelled Dataset Using Word Embeddings
The Malay language in Malaysia is commonly mixed with English and slang words especially when observing social media text. In the past, researchers would develop Malay-English lexicons by translating widely ac...
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Chapter and Conference Paper
Real-Time Spoken Language Understanding for Orthopedic Clinical Training in Virtual Reality
With the increasing limitation on healthcare resources, lack of real or standardized patients’ willingness to participate in medical education and a high medical litigation environment, the traditional learnin...
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Chapter and Conference Paper
Robotic Replacement System for Thermocouple Components in the Nuclear Power Plant
Aiming at leakage, crystallization and deformation of RIC (In-Core Instrumentation) system, the thermocouple is mainly used to measure the outlet temperature of the reactor core coolant in the RIC system, whic...
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Chapter and Conference Paper
Audio Ontologies for Intangible Cultural Heritage
Cultural heritage portals often contain intangible objects digitized as audio files. This paper presents and discusses the adaptation of existing audio ontologies intended for non-cultural heritage application...
