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Assessment of different machine learning techniques in predicting the compressive strength of self-compacting

Van Quan TRAN; Hai-Van Thi MAI; Thuy-Anh NGUYEN; Hai-Bang LY

Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 7,   Pages 928-945 doi: 10.1007/s11709-022-0837-x

Abstract: strength of SCC (CS of SCC) can be successfully predicted from mix design and curing age by a machine learningNine ML techniques, such as Linear regression (LR), K-Nearest Neighbors (KNN), Support Vector MachineMoreover, the hybrid models of eight ML techniques and Particle Swarm Optimization (PSO) are constructedThe highest number of SCC samples available in the literature is collected for building the ML techniquesproposed XGB method, both hybrid and non-hybrid models, is the most reliable and robust of the examined techniques

Keywords： compressive strength     self-compacting concrete     machine learning techniques     particle swarm optimization    

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Feature selection techniques for microarray datasets: a comprehensive review, taxonomy, and future directions Review

Kulanthaivel BALAKRISHNAN, Ramasamy DHANALAKSHMI,bala.k.btech@gmail.com,r_dhanalakshmi@yahoo.com

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 10,   Pages 1451-1478 doi: 10.1631/FITEE.2100569

Abstract: retrieving a relevant feature from a has become a hot topic for researchers involved in the study of (FS) techniquesThe aim of this review is to provide a thorough description of various, recent FS techniques.This review also focuses on the techniques proposed for s to work on multiclass classification problemsand on different ways to enhance the performance of learning algorithms.highlighting the multitude of challenges and issues in finding the optimal feature subset using various FS techniques

Keywords： Feature selection     High dimensionality     Learning techniques     Microarray dataset    

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Application of AI techniques in monitoring and operation of power systems

David Wenzhong GAO, Qiang WANG, Fang ZHANG, Xiaojing YANG, Zhigang HUANG, Shiqian MA, Qiao LI, Xiaoyan GONG, Fei-Yue WANG

Frontiers in Energy 2019, Volume 13, Issue 1,   Pages 71-85 doi: 10.1007/s11708-018-0589-4

Abstract: However, the application of AI techniques in power systems is still in its infancy.For the power system operation, the problems, the demands, and the possible applications of AI techniquesnetwork (NN) for power flow analysis is provided as a simple example to demonstrate the viability of AI techniques

Keywords： power system operation and monitoring     artificial intelligence (AI)     deep learning     power flow analysis    

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Machine Learning and Data-Driven Techniques for the Control of Smart Power Generation Systems: An Uncertainty Review

Li Sun, Fengqi You

Engineering 2021, Volume 7, Issue 9,   Pages 1239-1247 doi: 10.1016/j.eng.2021.04.020

Abstract: The burgeoning era of machine learning (ML) and data-driven control (DDC) techniques promises an improvedA holistic view is provided on the control techniques of smart power generation, from the regulationThe benefits of ML and DDC techniques are accordingly interpreted in terms of visibility, maneuverability

Keywords： Smart power generation     Machine learning     Data-driven control     Systems engineering    

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The State-of-the-Art Review on Applications of Intrusive Sensing, Image Processing Techniques, and MachineLearning Methods in Pavement Monitoring and Analysis Review

Yue Hou, Qiuhan Li, Chen Zhang, Guoyang Lu, Zhoujing Ye, Yihan Chen, Linbing Wang, Dandan Cao

Engineering 2021, Volume 7, Issue 6,   Pages 845-856 doi: 10.1016/j.eng.2020.07.030

Abstract: technologies can be employed for the collection and analysis of such data, including various intrusive sensing techniques, image processing techniques, and machine learning methods.

Keywords： Pavement monitoring and analysis     The state-of-the-art review     Intrusive sensing     Image processing techniques     Machine learning methods    

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Surface modification techniques of membranes to improve their antifouling characteristics: recent advancements

Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 12,   Pages 1837-1865 doi: 10.1007/s11705-023-2347-3

Abstract: Surface modification techniques of membranes to improve their antifouling characteristics: recent advancements

Keywords： Surface modification techniques    

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Application of endoscopic techniques in orbital blowout fractures

Shu Zhang, Yinwei Li, Xianqun Fan

Frontiers of Medicine 2013, Volume 7, Issue 3,   Pages 328-332 doi: 10.1007/s11684-013-0271-5

Abstract:

Minimally invasive surgical techniques, particularly endoscopic techniques, have revolutionized otolaryngealEndoscopic techniques have been gradually applied in orbital surgery through the sinus inferomedial toEndoscopic techniques help surgeons observe fractures and soft tissue of the posterior orbit to preciselyWe reviewed the development of endoscopic techniques, the composition of endoscopic systems for orbitalsurgery, and the problems and developmental prospects of endoscopic techniques for simple orbital wall

Keywords： orbital fractures     endoscope     restoration     surgery    

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Progress in studies of sex determination mechanisms and sex control techniques in

Qian ZHOU,Songlin CHEN

Frontiers of Agricultural Science and Engineering 2016, Volume 3, Issue 2,   Pages 113-123 doi: 10.15302/J-FASE-2016093

Abstract: much faster than males and it is feasible to improve the aquaculture production through sex control techniques

Keywords： Cynoglossus semilaevis     sex determination     sex control technique    

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Artificial lift equipment repairing techniques in Daqing Oilfield

He LIU, Guochen SHI, Cui WANG, Peijing SHI, Yi XU,

Frontiers of Mechanical Engineering 2010, Volume 5, Issue 1,   Pages 111-117 doi: 10.1007/s11465-009-0081-2

Abstract: After years of study, a series of repairing techniques for artificial lift equipment have been createdterritory remanufacturing technology, this paper analyzes the situation of artificial lift repairing techniques

Keywords： artificial lift equipment     repairing technique     remanufacturing technique     Daqing Oilfield    

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Assessment of popular techniques for co-processing municipal solid waste in Chinese cement kilns

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 4, doi: 10.1007/s11783-021-1485-4

Abstract:

• Municipal solid waste (MSW) was fermented, screened, gasified, then co-processed.

Keywords： Cement kiln     Co-processing     Environmental risk assessment     By-pass system    

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Electromagnetic interference modeling and suppression techniques in variable-frequency drive systems

Le YANG, Shuo WANG, Jianghua FENG

Frontiers of Mechanical Engineering 2018, Volume 13, Issue 3,   Pages 329-353 doi: 10.1007/s11465-018-0466-1

Abstract: In this article, EMI modeling techniques for different function units in a VFD system, including inductionThe EMI models for the motors are categorized based on modeling techniques and model topologies.Motor bearing and shaft models are also reviewed, and techniques that are used to eliminate bearing currentModeling techniques for conventional rectifier-inverter systems are also summarized.EMI noise suppression techniques, including passive filter, Wheatstone bridge balance, active filter,

Keywords： variable-frequency drive (VFD)     electromagnetic interference (EMI)     motor drive modeling     EMI noise suppression    

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Acupuncture-related techniques for the treatment of opiate addiction: a case of translational medicine

Jisheng Han, Cailian Cui, Liuzhen Wu

Frontiers of Medicine 2011, Volume 5, Issue 2,   Pages 141-150 doi: 10.1007/s11684-011-0136-8

Abstract: Drug addiction is a chronic brain disorder characterized by withdrawal symptoms that occur during drug abstinence and a high tendency of relapse. Compared with the currently available pharmacological interventions, acupuncture therapy has the potential to help drug addicts stay away from drugs without major adverse side effects. It has taken decades of research to optimize the parameters of electrical acupoint stimulation for detoxification and for relapse prevention, as well as to establish a safe and easy procedure by which drug addicts can use it on themselves. The discovery that acupuncture can trigger the release of opioid substances from the brain in the 1970s provided the inspiration. Following this, basic research on animals made it possible to understand the mechanisms of action and establish the procedure for treating drug addictions. This article reviews the past, present, and foreseeable future regarding the use of acupuncture-related technique for the treatment of opiate addiction from the perspective of translational medicine.

Keywords： morphine     dependence     withdrawal     addiction     dynorphins     acupuncture     electroacupuncture     transcutaneous electrical acupoint stimulation (TEAS)     enkephalins     endorphins    

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A review of traditional and novel detection techniques for melamine and its analogues in foods and animal

Mengshi LIN,

Frontiers of Chemical Science and Engineering 2009, Volume 3, Issue 4,   Pages 427-435 doi: 10.1007/s11705-009-0244-z

Abstract: This review aims to summarize traditional and novel analytical techniques that have been used or show

Keywords： milk-derived     Melamine     labor-intensive     cyanurate     time-consuming    

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Cultivars and oil extraction techniques affect Cd/Pb contents and health risks in oil of rapeseed grown

Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 7, doi: 10.1007/s11783-023-1687-z

Abstract:

● Organic solvent extracted fewer Cd/Pb in rapeseed oil than physical pressing.

Keywords： Rapeseed oil     Oil extraction technologies     Human health risk assessment     Cd/Pb-contaminated farmland     Substitute planting    

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Novel sensing techniques for full-scale testing of civil structures

Kaoshan DAI, Zhenhua HUANG

Frontiers of Structural and Civil Engineering 2012, Volume 6, Issue 3,   Pages 240-256 doi: 10.1007/s11709-012-0172-8

Abstract: technologies and select the most effective sensors, this study reviewed and categorized new sensing techniquesThe detailed descriptions of wireless sensors and remote sensing techniques and their on-site full-scale

Keywords： sensing technique     full-scale testing     wireless sensor     remote sensing     LiDAR     laser vibrometer    

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Title Author Date Type Operation

Assessment of different machine learning techniques in predicting the compressive strength of self-compacting

Van Quan TRAN; Hai-Van Thi MAI; Thuy-Anh NGUYEN; Hai-Bang LY

Journal Article

Feature selection techniques for microarray datasets: a comprehensive review, taxonomy, and future directions

Kulanthaivel BALAKRISHNAN, Ramasamy DHANALAKSHMI,bala.k.btech@gmail.com,r_dhanalakshmi@yahoo.com

Journal Article

Application of AI techniques in monitoring and operation of power systems

David Wenzhong GAO, Qiang WANG, Fang ZHANG, Xiaojing YANG, Zhigang HUANG, Shiqian MA, Qiao LI, Xiaoyan GONG, Fei-Yue WANG

Journal Article

Machine Learning and Data-Driven Techniques for the Control of Smart Power Generation Systems: An Uncertainty

Li Sun, Fengqi You

Journal Article

The State-of-the-Art Review on Applications of Intrusive Sensing, Image Processing Techniques, and MachineLearning Methods in Pavement Monitoring and Analysis

Yue Hou, Qiuhan Li, Chen Zhang, Guoyang Lu, Zhoujing Ye, Yihan Chen, Linbing Wang, Dandan Cao

Journal Article

Surface modification techniques of membranes to improve their antifouling characteristics: recent advancements

Journal Article

Application of endoscopic techniques in orbital blowout fractures

Shu Zhang, Yinwei Li, Xianqun Fan

Journal Article

Progress in studies of sex determination mechanisms and sex control techniques in

Qian ZHOU,Songlin CHEN

Journal Article

Artificial lift equipment repairing techniques in Daqing Oilfield

He LIU, Guochen SHI, Cui WANG, Peijing SHI, Yi XU,

Journal Article

Assessment of popular techniques for co-processing municipal solid waste in Chinese cement kilns

Journal Article

Electromagnetic interference modeling and suppression techniques in variable-frequency drive systems

Le YANG, Shuo WANG, Jianghua FENG

Journal Article

Acupuncture-related techniques for the treatment of opiate addiction: a case of translational medicine

Jisheng Han, Cailian Cui, Liuzhen Wu

Journal Article

A review of traditional and novel detection techniques for melamine and its analogues in foods and animal

Mengshi LIN,

Journal Article

Cultivars and oil extraction techniques affect Cd/Pb contents and health risks in oil of rapeseed grown

Journal Article

Novel sensing techniques for full-scale testing of civil structures

Kaoshan DAI, Zhenhua HUANG

Journal Article