Intelligent Systems and Networks
Selected Articles from ICISN 2021, Vietnam
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91 Result(s)
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Engineering
Data Mining and Knowledge Discovery
**ya Lu
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Chapter and Conference Paper
Cross-Cultural Validation and Psychometric’ Evaluation of the Athletic Mental Energy Scale (AMES)
Athletic mental energy influences athletes’ cognition, emotion, and performance. It is essential to have a valid and reliable psychological measure to start the research. Thus, this study aimed to validate Ath...
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Chapter and Conference Paper
Text Mining-Based Patent Analysis for Automated Rule Checking in AEC
Automated rule checking (ARC), which is expected to promote the efficiency of the compliance checking process in the architecture, engineering, and construction (AEC) industry, is gaining increasing attention....
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Chapter and Conference Paper
Towards Increased Situational Awareness at Unstructured Work Zones: Analysis of Worker Behavioral Data Captured in VR-Based Micro Traffic Simulations
In 2020, the Federal Highway Administration (FHWA) reported 857 fatalities due to crashes at roadway work zones, 117 of which were construction workers. Current practices to protect the personal safety of work...
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Chapter and Conference Paper
Application of Fuzzy Neural Network in Chromatographic Separation
Chromatographic separation process is a continuous and discrete mixed system. It is a fixed bed consisting of chromatographic columns or similar chromatographic columns. The components are separated by valve s...
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Chapter and Conference Paper
Protein-Ligand Binding Affinity Prediction Based on Deep Learning
The identification of novel drug target (DT) interactions is an important part of the drug discovery process. A large number of studies have investigated whether DT interacts through dichotomies, yet the stren...
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Chapter and Conference Paper
A Novel Synthetic Lethality Prediction Method Based on Bidirectional Attention Learning
Simultaneous mutations in synthetic lethality genes can lead to cancer cell apoptosis and it can be utilized in cancer target therapy. However, high-throughput wet laboratory screening methods are expensive an...
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Chapter and Conference Paper
Development of a Real-Time Obstacle Detection System on Embedded Computer Based on Neural Network and Multi-camera Streaming
The paper presents the study of implementing a real-time obstacle avoidance pro-gram based on the multi-camera streaming and a single neural network to process all of input frames come from the cameras. When a...
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Chapter and Conference Paper
Ethical Review of Performance Appraisal
Performance appraisal is a way for an organization to comprehensively evaluate and comprehensively consider employees’ morality, ability, diligence and performance. Its implementation is not only related to th...
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Chapter and Conference Paper
Anti-breast Cancer Drug Design and ADMET Prediction of ERa Antagonists Based on QSAR Study
The development of breast cancer is closely related to ERα gene, which has been identified as an important target for the treatment of breast cancer. The establishment of effective Quantitative structure-activ...
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Chapter and Conference Paper
Concentration Control of SMB System Based on Hierarchical Fuzzy Controller
Chromatographic separation is an indispensable and efficiency technology in the manufacturing process of chemical products and biomedicine. Simulated moving bed (SMB) is a kind of process that can increase the...
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Chapter and Conference Paper
Drug-Target Interaction Prediction Based on Transformer
The identification of drug-target interaction (DTI) is the crucial challenge in virtual screening, which plays a key role in drug discovery. Recently, large amounts of deep learning methods have been applied t...
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Chapter and Conference Paper
A Novel Trajectory Inference Method on Single-Cell Gene Expression Data
Recent advances in single-cell RNA sequencing(scRNA-s...
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Chapter and Conference Paper
STE-COVIDNet: A Multi-channel Model with Attention Mechanism for Time Series Prediction of COVID-19 Infection
The outbreak of COVID-19 has had a significant impact on the world. The prediction of COVID-19 can conduct the distribution of medical supplies and prevent further transmission. However, the spread of COVID-19...
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Chapter and Conference Paper
Real-Time Optimal Scheduling of Large-Scale Electric Vehicles Based on Non-cooperative Game
This paper uses non-cooperative game to solve the optimization scheduling problem of charging and discharging of large-scale electric vehicles supporting V2G (Vehicle to Grid) in microgrid. Firstly, the new en...
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Chapter and Conference Paper
Thermal Elastohydrodynamic Lubrication of Line Contact Considering the Thermal Elastic Deformation
By considering the radial thermal elastic deformation of line contact solid surface caused by lubricant temperature rise, a new numerical method is utilized to calculate the solution of thermal elastohydrodyna...
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Book and Conference Proceedings
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Chapter and Conference Paper
Fast Measurement Method of Non-contact Measurement for Oil Pipe with Screw Thread
This paper proposes a non-contact fast thread measurement method for petroleum pipe tools based on binocular stereo vision measurement technology and 3D morphology splicing technology. The structure of the mea...
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Chapter and Conference Paper
Time-Cost Trade-off Optimization Incorporating Accident Risks in Project Planning
Time, cost and safety are essential elements in planning a construction project. A cost-effective project planning method is desired to reduce project cost and duration, while maintaining an acceptable safety ...
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Chapter and Conference Paper
Quantifying Resource Inter-activity Utilization Efficiency Through Simulation-Based Scheduling
This research investigates resource inter-activity utilization efficiency arising from resource shared use and transfer observed in planning projects at a structural steel fabrication shop. Aided with discrete...
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Chapter and Conference Paper
Scenario Simulation of Indoor Post-earthquake Fire Rescue Based on Building Information Model and Virtual Reality
Post-earthquake fires occur frequently, and the seismic damage to non-structural components results in dangerous fire and evacuation environments. Both firefighters and trapped people will face serious threats...
