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Minsoo KIM,Yejin KIM,Hyosoo KIM,Wenhua PIAO,Changwon KIM
Frontiers of Environmental Science & Engineering 2016, Volume 10, Issue 2, Pages 299-310 doi: 10.1007/s11783-015-0825-7
Keywords: influent wastewater prediction data-driven model k-nearest neighbor method (k-NN)
Mina Fahimipirehgalin, Emanuel Trunzer, Matthias Odenweller, Birgit Vogel-Heuser
Engineering 2021, Volume 7, Issue 6, Pages 758-776 doi: 10.1016/j.eng.2020.08.026
Keywords: Leakage detection and localization Image analysis Image pre-processing Principle component analysis k-nearestneighbor classification
Chuan Choong YANG, Chit Siang SOH, Vooi Voon YAP
Frontiers in Energy 2019, Volume 13, Issue 2, Pages 386-398 doi: 10.1007/s11708-017-0497-z
Keywords: load disaggregation voltage-current (V-I) trajectory multi-stage classification algorithm principal component analysis (PCA) k-nearest neighbor (k-NN)
Multi-color space threshold segmentation and self-learning k-NN algorithm for surge test EUT status
Jian HUANG,Gui-xiong LIU
Frontiers of Mechanical Engineering 2016, Volume 11, Issue 3, Pages 311-315 doi: 10.1007/s11465-016-0376-z
Keywords: multi-color space k-nearest neighbor algorithm (k-NN) self-learning surge test
Vector quantization: a review Regular Papers
Ze-bin WU, Jun-qing YU
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 4, Pages 507-524 doi: 10.1631/FITEE.1700833
Keywords: Approximate nearest neighbor search Image coding Vector quantization
Application of Fuzzy Pattern Recognition in the Measurement of Slurry Concentration
Li Dejun,Lv Runhua,Wang Runtian
Strategic Study of CAE 2007, Volume 9, Issue 5, Pages 81-84
Slurry is widely used in construction projects, and it is important to control the slurry's physical characteristic properly. The acoustic method is used, which can effectively monitor the physical parameters of slurry, such as concentration. Data processing affects directly the precision in the measurement of slurry concentration by the sound attenuation and velocity. Based on the fuzzy pattern recognition, data are sorted and further classified, with cooperative clustering algorithm.
Keywords: fuzzy pattern recognition nearest neighbor(NN) cooperative clustering algorithm(CCA) slurry concentration
Santiago RUIZ-ARENAS, Zoltán RUSÁK, Imre HORVÁTH, Ricardo MEJÍ-GUTIERREZ
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 2, Pages 152-175 doi: 10.1631/FITEE.1700277
Malfunction or breakdown of certain mission critical systems (MCSs) may cause losses of life, damage the environments, and/or lead to high costs. Therefore, recognition of emerging failures and preventive maintenance are essential for reliable operation of MCSs. There is a practical approach for identifying and forecasting failures based on the indicators obtained from real life processes. We aim to develop means for performing active failure diagnosis and forecasting based on monitoring statistical changes of generic signal features in the specific operation modes of the system. In this paper, we present a new approach for identifying emerging failures based on their manifestations in system signals. Our approach benefits from the dynamic management of the system operation modes and from simultaneous processing and characterization of multiple heterogeneous signal sources. It improves the reliability of failure diagnosis and forecasting by investigating system performance in various operation modes, includes reasoning about failures and forming of failures using a failure indicator matrix which is composed of statistical deviation of signal characteristics between normal and failed operations, and implements a failure indicator concept that can be used as a plug and play failure diagnosis and failure forecasting feature of cyber-physical systems. We demonstrate that our method can automate failure diagnosis in the MCSs and lend the MCSs to the development of decision support systems for preventive maintenance.
Keywords: Failure indicators Failure classification Failure detection and diagnosis Complex systems
An algorithm of neighbor relationship oriented contour tree building
Guo Peipei,Li Chengming,Yin Yong
Strategic Study of CAE 2013, Volume 15, Issue 5, Pages 42-46
A contour tree has been found many important applications in extraction of terrain structure lines, terrain analysis, etc. A regular contour tree expressing the spatial relationship of contours is difficult to build, even with data of high quality. A new method is proposed in this paper: classify contours into close group and open group; build contour tree for each group respectively; finally amalgamate these two contour trees into one. With the elevation values, spatial relationship of contours is of easy accessibility. The result shows that the above mentioned method is correct and effective.
Keywords: contour tree neighbor relationship elevation value close contour unclosed contour
Asghar RAHMATI,Lohrasb FARAMARZI,Manouchehr SANEI
Frontiers of Structural and Civil Engineering 2014, Volume 8, Issue 4, Pages 448-455 doi: 10.1007/s11709-014-0262-x
Keywords: JH classification Q and RMR classification new method
Molecular classification and precision therapy of cancer: immune checkpoint inhibitors
Yingyan Yu
Frontiers of Medicine 2018, Volume 12, Issue 2, Pages 229-235 doi: 10.1007/s11684-017-0581-0
Keywords: molecular classification precision medicine pembrolizumab PD-1/PD-L1 MSI-H
An approach for mechanical fault classification based on generalized discriminant analysis
LI Wei-hua, SHI Tie-lin, YANG Shu-zi
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 3, Pages 292-298 doi: 10.1007/s11465-006-0022-2
Keywords: generalized discriminant non-separable abnormality classification multi-faults classification
Reducing neighbor discovery latency in docking applications Research Articles
Shuai-zhao JIN, Zi-xiao WANG, Ya-bo DONG, Dong-ming LU
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 8, Pages 1147-1164 doi: 10.1631/FITEE.1800412
Keywords: Neighbor discovery Docking applications Slot index synchronization Mobility-assisted slot index synchronization
EAI-oriented information classification code system in manufacturing enterprises
WANG Junbiao, DENG Hu, JIANG Jianjun, YANG Binghong, WANG Bailing
Frontiers of Mechanical Engineering 2008, Volume 3, Issue 1, Pages 81-85 doi: 10.1007/s11465-008-0011-8
Keywords: EAI EAIO-ICCS management classification connotation
K. Sathish KUMAR, T. JAYABARATHI
Frontiers in Energy 2012, Volume 6, Issue 4, Pages 394-402 doi: 10.1007/s11708-012-0211-0
Keywords: machines (SVM) structural risk minimization (SRM) equivalent capacity margin (ECM) restoration fault classification
Progress on molecular biomarkers and classification of malignant gliomas
Chuanbao Zhang, Zhaoshi Bao, Wei Zhang, Tao Jiang
Frontiers of Medicine 2013, Volume 7, Issue 2, Pages 150-156 doi: 10.1007/s11684-013-0267-1
Keywords: malignant glioma molecular biomarker IDH1 MGMT molecular classification
Title Author Date Type Operation
Evaluation of the k-nearest neighbor method for forecasting the influent characteristics of wastewater
Minsoo KIM,Yejin KIM,Hyosoo KIM,Wenhua PIAO,Changwon KIM
Journal Article
Automatic Visual Leakage Detection and Localization from Pipelines in Chemical Process Plants Using Machine Vision Techniques
Mina Fahimipirehgalin, Emanuel Trunzer, Matthias Odenweller, Birgit Vogel-Heuser
Journal Article
A systematic approach in load disaggregation utilizing a multi-stage classification algorithm for consumerelectrical appliances classification
Chuan Choong YANG, Chit Siang SOH, Vooi Voon YAP
Journal Article
Multi-color space threshold segmentation and self-learning k-NN algorithm for surge test EUT status
Jian HUANG,Gui-xiong LIU
Journal Article
Application of Fuzzy Pattern Recognition in the Measurement of Slurry Concentration
Li Dejun,Lv Runhua,Wang Runtian
Journal Article
Systematic exploration of signal-based indicators for failure diagnosis in the context of cyber-physical systems
Santiago RUIZ-ARENAS, Zoltán RUSÁK, Imre HORVÁTH, Ricardo MEJÍ-GUTIERREZ
Journal Article
An algorithm of neighbor relationship oriented contour tree building
Guo Peipei,Li Chengming,Yin Yong
Journal Article
Development of a new method for RMR and Q classification method to optimize support system in tunneling
Asghar RAHMATI,Lohrasb FARAMARZI,Manouchehr SANEI
Journal Article
Molecular classification and precision therapy of cancer: immune checkpoint inhibitors
Yingyan Yu
Journal Article
An approach for mechanical fault classification based on generalized discriminant analysis
LI Wei-hua, SHI Tie-lin, YANG Shu-zi
Journal Article
Reducing neighbor discovery latency in docking applications
Shuai-zhao JIN, Zi-xiao WANG, Ya-bo DONG, Dong-ming LU
Journal Article
EAI-oriented information classification code system in manufacturing enterprises
WANG Junbiao, DENG Hu, JIANG Jianjun, YANG Binghong, WANG Bailing
Journal Article
Fault classification and reconfiguration of distribution systems using equivalent capacity margin method
K. Sathish KUMAR, T. JAYABARATHI
Journal Article