Search Results - "Cheng, Wai Khuen"
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1
Artificial Intelligence and Deep Learning in Sensors and Applications
Published in Sensors (Basel, Switzerland) (20-05-2024)“…To effectively solve the increasingly complex problems experienced by human beings, the latest development trend is to apply a large number of different types…”
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Journal Article -
2
Integration of Federated Learning and Edge-Cloud Platform for Precision Aquaculture
Published in IEEE access (2024)“…This paper addresses the escalating demand for aquaculture products by proposing an edge-cloud solution for precision aquaculture. Despite technological…”
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Journal Article -
3
Mitigating the Multicollinearity Problem and Its Machine Learning Approach: A Review
Published in Mathematics (Basel) (01-04-2022)“…Technologies have driven big data collection across many fields, such as genomics and business intelligence. This results in a significant increase in…”
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Journal Article -
4
Creating Personalized Recommendations in a Smart Community by Performing User Trajectory Analysis through Social Internet of Things Deployment
Published in Sensors (Basel, Switzerland) (08-04-2020)“…Despite advancements in the Internet of Things (IoT) and social networks, developing an intelligent service discovery and composition framework in the Social…”
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Journal Article -
5
Affective Recommender System for Pet Social Network
Published in Sensors (Basel, Switzerland) (01-09-2022)“…In this new era, it is no longer impossible to create a smart home environment around the household. Moreover, users are not limited to humans but also include…”
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6
Utilizing robot-tutoring approach in oral reading to improve Taiwanese EFL students’ English pronunciation
Published in Cogent education (31-12-2024)“…AbstractAlthough the existing research on educational robots has exhibited the assistance for EFL learners’ English skills, the evidence which shows…”
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Journal Article -
7
The Bitcoin Halving Cycle Volatility Dynamics and Safe Haven-Hedge Properties: A MSGARCH Approach
Published in Mathematics (Basel) (01-01-2023)“…This paper introduces a unique perspective towards Bitcoin safe haven and hedge properties through the Bitcoin halving cycle. The Bitcoin halving cycle…”
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8
Support Resistance Levels towards Profitability in Intelligent Algorithmic Trading Models
Published in Mathematics (Basel) (01-10-2022)“…Past studies showed that more advanced model architectures and techniques are being developed for intelligent algorithm trading, but the input features of the…”
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Journal Article -
9
A Review of Sentiment, Semantic and Event-Extraction-Based Approaches in Stock Forecasting
Published in Mathematics (Basel) (01-07-2022)“…Stock forecasting is a significant and challenging task. The recent development of web technologies has transformed the communication channel to allow the…”
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Journal Article -
10
A Correlation-Embedded Attention Module to Mitigate Multicollinearity: An Algorithmic Trading Application
Published in Mathematics (Basel) (01-04-2022)“…Algorithmic trading is a common topic researched in the neural network due to the abundance of data available. It is a phenomenon where an approximately linear…”
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11
Resource federation in grid using automated intelligent agent negotiation
Published in Future generation computer systems (01-10-2010)“…This paper provides a novel approach for enabling grid users to perform resource federation using intelligent agent negotiation. The features of agents…”
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12
Internet of Things: Interoperability and Integration Test with the Combined Business Process Technique in the Layered Architecture
Published in 2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) (17-07-2023)“…This paper provides an overview of the Internet of Things (IoT) components in the layered architecture. Then we give an overview possible of tests that are…”
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Conference Proceeding -
13
State of the art: a review of sentiment analysis based on sequential transfer learning
Published in The Artificial intelligence review (2023)“…Recently, sequential transfer learning emerged as a modern technique for applying the “pretrain then fine-tune” paradigm to leverage existing knowledge to…”
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14
Markerless Augmented Reality for iOS Platform: A University Navigational System
Published in 2018 IEEE Conference on Wireless Sensors (ICWiSe) (01-11-2018)“…Augmented reality simulations of any imaginable 3D objects have created a whole new possibility for product demonstration, product testing, building…”
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Conference Proceeding -
15
Developing and evaluating an online video-assisted collocation learning system for EFL students
Published in Interactive learning environments (17-11-2023)“…The degree of collocational knowledge influences learners' competence in the production of L2 speech and text. However, collocation learning is complex because…”
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Using multi-agent system with publish/subscribe model in a mobile framework for capturing social network users' behaviour
Published in IET Conference Proceedings (2012)“…This paper focuses on an intelligent approach of using Smartphone to capture the users' behaviour in a social network system, namely University-Cyber AgenT…”
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Conference Proceeding -
17
Internet of Things: Perspective Path Based Tests in the Heterogeneity Environment
Published in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) (09-07-2024)“…This paper provides an overview of the Internet of Things (IoT) environment and the challenges of conducting tests in such an environment. We provide…”
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Conference Proceeding -
18
An Elementary of Intelligent Farming with Internet of Things Application
Published in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) (09-07-2024)“…An intelligent farming system involves Internet of Things (IoT) and Artificial Intelligent (AI) analysis on plant images is proposed. Environmental data, soil…”
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Conference Proceeding -
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Computer Vision for Automated Prawn Cultivation: Density and Growth Estimation
Published in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) (09-07-2024)“…This study investigates the implementation of computer vision for automated prawn cultivation, focusing on density and growth estimation to contribute to…”
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Conference Proceeding -
20
A Users' Behavior-Aware Data Reduction Framework for Internet of Things (IoT)
Published in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) (09-07-2024)“…In IoT network, a large amount of data is generated and transferred from the sources to destinations every day. The increasing data volume and continuous data…”
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Conference Proceeding