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Embedding expert demonstrations into clustering buffer for effective deep reinforcement learning Research Article
Shihmin WANG, Binqi ZHAO, Zhengfeng ZHANG, Junping ZHANG, Jian PU
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 11, Pages 1541-1556 doi: 10.1631/FITEE.2300084
Keywords: Reinforcement learning Sample efficiency Sampling process Clustering methods Autonomous driving
An anchor-based spectral clustering method None
Qin ZHANG, Guo-qiang ZHONG, Jun-yu DONG
Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 11, Pages 1385-1396 doi: 10.1631/FITEE.1700262
Spectral clustering is one of the most popular and important clustering methods in pattern recognitionFor a clustering problem with n samples, it needs to compute the eigenvectors of the graph Laplacianmethods, i.e., power iteration clustering and landmark-based spectral clustering, on 10 real-world applicationsExperimental results show that ASC is consistently faster than the classical spectral clustering withmethods on both effectiveness and efficiency.
Keywords: Clustering Spectral clustering Graph Laplacian Anchors
Chuan Choong YANG,Chit Siang SOH,Vooi Voon YAP
Frontiers in Energy 2015, Volume 9, Issue 2, Pages 231-237 doi: 10.1007/s11708-015-0358-6
Keywords: non-intrusive appliance load monitoring event detection goodness-of-fit (GOF) K-means clustering
A sampling method based on URL clustering for fast web accessibility evaluation
Meng-ni ZHANG,Can WANG,Jia-jun BU,Zhi YU,Yu ZHOU,Chun CHEN
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 6, Pages 449-456 doi: 10.1631/FITEE.1400377
Keywords: Page sampling URL clustering Web accessibility evaluation
Application of a Novel Fuzzy Clustering Method Based on Chaos Immune Evolutionary Algorithm for Edge
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 1, Pages 85-89 doi: 10.1007/s11465-005-0023-6
A novel fuzzy clustering method based on chaos immune evolutionary algorithm (CIEFCM) is presenteddetect the fuzzy edge and exiguous edge but can evidently improve the searching efficiency of fuzzy clustering
Keywords: disturbance amplitude disturbance diversity generation processing
The research of grey clustering decision of assembly sequence based on petri net
Mo Qian,Luo Yi
Strategic Study of CAE 2008, Volume 10, Issue 11, Pages 65-68
Keywords: assembly sequence petri net grey clustering decision method
A review of optimization modeling and solution methods in renewable energy systems
Frontiers of Engineering Management Pages 640-671 doi: 10.1007/s42524-023-0271-3
Keywords: renewable energy system bibliometrics mathematical programming optimization models solution methods
TIE algorithm: a layer over clustering-based taxonomy generation for handling evolving data None
Rabia IRFAN, Sharifullah KHAN, Kashif RAJPOOT, Ali Mustafa QAMAR
Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 6, Pages 763-782 doi: 10.1631/FITEE.1700517
Keywords: Taxonomy Clustering algorithms Information science Knowledge management Machine learning
Intelligent methods for the process parameter determination of plastic injection molding
Huang GAO, Yun ZHANG, Xundao ZHOU, Dequn LI
Frontiers of Mechanical Engineering 2018, Volume 13, Issue 1, Pages 85-95 doi: 10.1007/s11465-018-0491-0
Injection molding is one of the most widely used material processing methods in producing plasticThis article reviews the recent studies and developments of the intelligent methods applied in the processThese intelligent methods are classified into three categories: Case-based reasoning methods, expertsystem-based methods, and data fitting and optimization methods.
Keywords: injection molding intelligent methods process parameters optimization
The research of connectivity-credibility restricted clustering algorithm in wireless sensor networks
Yu Jiming,Sun Yamin,Lei Yanjing,Yang Yuwang
Strategic Study of CAE 2010, Volume 12, Issue 9, Pages 73-77
This paper proposed a speeding clustering algorithm of connectivity-credibilityconstrained random dispose which based on some other clustering algorithms.Simulation shows that this algorithm can get large cover of clustering, logical distributing and goodComparing to the lowerst-ID clustering and highest-connectivity clustering algorithm, the algorithm canget less number of cluster-heads, more logical clustering, good communication between nodes and cluster-heads
Keywords: wireless sensor networks connectivity-credibility clustering algorithm
Ke-shi GE, Hua-you SU, Dong-sheng LI, Xi-cheng LU
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 7, Pages 915-927 doi: 10.1631/FITEE.1601786
Keywords: Density peak Graphics processing unit Parallel computing Clustering
Robust Maximum Entropy Clustering Algorithm RMEC and Its Outlier Labeling
Deng Zhaohong,Wang Shitong,Wu Xisheng,Hu Dewen
Strategic Study of CAE 2004, Volume 6, Issue 9, Pages 38-45
In this paper, the novel robust maximum entropy clustering algorithm RMEC, as the improved version
Keywords: entropy clustering robustness outliers ε-insensitive loss function weight factors
Frontiers of Engineering Management 2021, Volume 8, Issue 4, Pages 503-518 doi: 10.1007/s42524-021-0163-3
Keywords: Cyber–Physical Power System resilience assessment resilience optimization cascading failure modeling
From Green to Sustainability—Trends in the Assessment Methods of Green Buildings
Steve Hsueh-Ming Wang,Paula Williams,Jing Shi,Huojun Yang
Frontiers of Engineering Management 2015, Volume 2, Issue 2, Pages 114-121 doi: 10.15302/J-FEM-2015018
Keywords: green sustainability buildings assessment methods rating systems
Edge preparation methods for cutting tools: a review
Frontiers of Mechanical Engineering 2023, Volume 18, Issue 4, doi: 10.1007/s11465-023-0766-y
Keywords: edge preparation method preparation principle cutting edge geometry edge characterization tool performance
Title Author Date Type Operation
Embedding expert demonstrations into clustering buffer for effective deep reinforcement learning
Shihmin WANG, Binqi ZHAO, Zhengfeng ZHANG, Junping ZHANG, Jian PU
Journal Article
A systematic approach to ON-OFF event detection and clustering analysis of non-intrusive appliance load
Chuan Choong YANG,Chit Siang SOH,Vooi Voon YAP
Journal Article
A sampling method based on URL clustering for fast web accessibility evaluation
Meng-ni ZHANG,Can WANG,Jia-jun BU,Zhi YU,Yu ZHOU,Chun CHEN
Journal Article
Application of a Novel Fuzzy Clustering Method Based on Chaos Immune Evolutionary Algorithm for Edge
Journal Article
The research of grey clustering decision of assembly sequence based on petri net
Mo Qian,Luo Yi
Journal Article
TIE algorithm: a layer over clustering-based taxonomy generation for handling evolving data
Rabia IRFAN, Sharifullah KHAN, Kashif RAJPOOT, Ali Mustafa QAMAR
Journal Article
Intelligent methods for the process parameter determination of plastic injection molding
Huang GAO, Yun ZHANG, Xundao ZHOU, Dequn LI
Journal Article
The research of connectivity-credibility restricted clustering algorithm in wireless sensor networks
Yu Jiming,Sun Yamin,Lei Yanjing,Yang Yuwang
Journal Article
Efficient parallel implementation of a density peaks clustering algorithm on graphics processing unit
Ke-shi GE, Hua-you SU, Dong-sheng LI, Xi-cheng LU
Journal Article
Robust Maximum Entropy Clustering Algorithm RMEC and Its Outlier Labeling
Deng Zhaohong,Wang Shitong,Wu Xisheng,Hu Dewen
Journal Article
Cyber–Physical Power System (CPPS): A review on measures and optimization methods of system resilience
Journal Article
From Green to Sustainability—Trends in the Assessment Methods of Green Buildings
Steve Hsueh-Ming Wang,Paula Williams,Jing Shi,Huojun Yang
Journal Article