Search Results - "Bui, Khac‐Hoai Nam"

Cooperative game-theoretic approach to traffic flow optimization for multiple intersections by Nam Bui, Khac-Hoai, Jung, Jason J.

“…In this study, we focus on optimizing traffic flow at multiple intersections. Particularly, with the development of Internet of Things, intersection…”
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Game theoretic approach on Real‐time decision making for IoT‐based traffic light control by Bui, Khac‐Hoai Nam, Jung, Jai E., Camacho, David

“…Summary Smart traffic light control at intersections is 1 of the major issues in Intelligent Transportation System. In this paper, on the basis of the new…”
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Data‐driven exploratory approach on player valuation in football transfer market by Kim, Yunhu, Bui, Khac‐Hoai Nam, Jung, Jason J.

“…Summary Transfer markets in football have attracted the interest of researchers in economy and management. In this paper, we propose a high level analysis…”
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An Automated Hyperparameter Search-Based Deep Learning Model for Highway Traffic Prediction by Yi, Hongsuk, Bui, Khac-Hoai Nam

“…Auto machine learning recently has been introduced as a trending technique for learning applications, including smart transportation. In this study, we focus…”
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Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues by Bui, Khac-Hoai Nam, Cho, Jiho, Yi, Hongsuk

“…Traffic forecasting plays an important role of modern Intelligent Transportation Systems (ITS). With the recent rapid advancement in deep learning, graph…”
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ACO-Based Dynamic Decision Making for Connected Vehicles in IoT System by Bui, Khac-Hoai Nam, Jung, Jason J.

“…With the rapid development of the internet of things (IoT), connected vehicles are set to become a huge industry over the next few years. In this study, we…”
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A Multi-Class Multi-Movement Vehicle Counting Framework for Traffic Analysis in Complex Areas Using CCTV Systems by Bui, Khac-Hoai Nam, Yi, Hongsuk, Cho, Jiho

“…Traffic analysis using computer vision techniques is attracting more attention for the development of intelligent transportation systems. Consequently,…”
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Nature-Inspired Search Method and Custom Waste Object Detection and Classification Model for Smart Waste Bin by Agbehadji, Israel Edem, Abayomi, Abdultaofeek, Bui, Khac-Hoai Nam, Millham, Richard C., Freeman, Emmanuel

“…Waste management is one of the challenges facing countries globally, leading to the need for innovative ways to design and operationalize smart waste bins for…”
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Traffic Density Classification Using Sound Datasets: An Empirical Study on Traffic Flow at Asymmetric Roads by Bui, Khac-Hoai Nam, Oh, Hyeonjeong, Yi, Hongsuk

“…Recently, with the rapid growth of Deep Learning models for solving complicated classification problems, urban sound classification techniques have been…”
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Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems by Bui, Khac-Hoai Nam, Jung, Jason J, Camacho, David

“…Recently, the concept of Internet of Agent has been introduced as a potential technology that pushes intelligence, data processing, analytics and communication…”
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Read-All-in-Once (RAiO): Multi-Layer Contextual Architecture for Long-Text Machine Reading Comprehension by Phan, Tuan-Anh, Jung, Jason J., Bui, Khac-Hoai Nam

“…Machine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP), which focuses on teaching machines to read and…”
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An image generation approach for traffic density classification at large-scale road network by Cho, Jiho, Yi, Hongsuk, Jung, Heejin, Bui, Khac-Hoai Nam

“…Recently, with the rapid development of deep learning models, traffic analysis using image datasets recently has attracted more attention. Specifically, the…”
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Computational negotiation-based edge analytics for smart objects by Bui, Khac-Hoai Nam, Jung, Jason J.

“…•A distributed framework for communication and collaboration among connected objects is presented in this paper which can be applied for many critical…”
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Internet of agents framework for connected vehicles: A case study on distributed traffic control system by Bui, Khac-Hoai Nam, Jung, Jason J.

“…This study focuses on the distributed traffic control system by inspiration of advanced connected vehicle technology. In this regard, we introduce an Internet…”
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Real-Time Traffic Flow Management Based on Inter-Object Communication: a Case Study at Intersection by Bui, Khac-Hoai Nam, Camacho, David, Jung, Jai E.

“…Intersections become very congested when traffic volumes are high, creating inefficiency that results in user delay and frustration. There have been many…”
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A Vehicle Counts by Class Framework using Distinguished Regions Tracking at Multiple Intersections by Bui, Khac-Hoai Nam, Yi, Hongsuk, Cho, Jiho

“…Turning movement counting plays an important step for traffic analysis at complex areas (e.g. intersections). Specifically, accurate and detailed traffic flow…”
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Dynamic Spatial Transformer WaveNet Network for Traffic Forecasting by Bui, Khac-Hoai Nam, Nguyen, Ngoc-Dung, Yi, Hongsuk

“…Traffic forecasting has emerged as an important task for developing intelligent transportation systems. Recent works focus on representing traffic as graph…”
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A novel network virtualization based on data analytics in connected environment by Bui, Khac-Hoai Nam, Cho, Sungrae, Jung, Jason J., Kim, Joongheon, Lee, O-Joun, Na, Woongsoo

“…Big data analytics is a growing trend for network and service management. Some approaches such as statistical analysis, data mining and machine learning have…”
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Cooperative Game Theoretic Approach for Distributed Resource Allocation in Heterogeneous Network by Nam Bui, Khac-Hoai, Jung, Jason J.

“…Small cells are low-powered cellular radio access nodes which make best use of available spectrum by reusing the same frequencies many times within a…”
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Optimal Hyperparameter Tuning using Meta-Learning for Big Traffic Datasets by Bui, Khac-Hoai Nam, Yi, Hongsuk

“…Big traffic data is an emergent issue of Intelligent Transportation System (ITS) since a large of data can be produced every day. Consequently, traffic flow…”
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