Search scope:
排序: Display mode:
Domain knowledge enhanced deep learning for electrocardiogram arrhythmia classification Research Article
Jie SUN,sunjie@nbut.edu.cn
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 1, Pages 59-72 doi: 10.1631/FITEE.2100519
Keywords: Domain knowledge Cardiac arrhythmia Electrocardiogram (ECG) Clinical decision-making
Entity and relation extraction with rule-guided dictionary as domain knowledge
Frontiers of Engineering Management Pages 610-622 doi: 10.1007/s42524-022-0226-0
Keywords: entity extraction relation extraction prior knowledge domain rule
Mahmood AHMAD, Xiao-Wei TANG, Jiang-Nan QIU, Feezan AHMAD, Wen-Jing GU
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6, Pages 1476-1491 doi: 10.1007/s11709-020-0670-z
Keywords: Bayesian belief network liquefaction-induced damage potential cone penetration test soil liquefaction structurallearning and domain knowledge
Thermal reffusivity: uncovering phonon behavior, structural defects, and domain size
Yangsu XIE, Bowen ZHU, Jing LIU, Zaoli XU, Xinwei WANG
Frontiers in Energy 2018, Volume 12, Issue 1, Pages 143-157 doi: 10.1007/s11708-018-0520-z
Keywords: thermal reffusivity theory phonon behavior structure defects structural thermal domain (STD) size 2D
INTERACTIVE KNOWLEDGE LEARNING BY ARTIFICIAL INTELLIGENCE FOR SMALLHOLDERS
Frontiers of Agricultural Science and Engineering 2023, Volume 10, Issue 4, Pages 648-653 doi: 10.15302/J-FASE-2023505
Enhancement of farming management relies heavily on enhancing farmer knowledge.In the past, both the direct learning approach and the personnel extension system for improving fertilizationTherefore, this article proposes an interactive knowledge learning approach using artificial intelligenceThe interactive knowledge learning approach aims to identify and rectify incorrect practices in the knowledge-basedInvestigations show that the interactive knowledge learning approach can make a strong contribution to
Keywords: artificial intelligence extension system non-point source pollution control smallholders fertilization
Digital image correlation-based structural state detection through deep learning
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 1, Pages 45-56 doi: 10.1007/s11709-021-0777-x
Keywords: structural state detection deep learning digital image correlation vibration signal steel frame
Machine learning in building energy management: A critical review and future directions
Frontiers of Engineering Management 2022, Volume 9, Issue 2, Pages 239-256 doi: 10.1007/s42524-021-0181-1
Keywords: building energy management machine learning integrated framework knowledge evolution
Estimation of optimum design of structural systems via machine learning
Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 6, Pages 1441-1452 doi: 10.1007/s11709-021-0774-0
Keywords: optimization metaheuristic algorithms harmony search structural designs machine learning artificial
Xiaoming Yuan,Jiahui Chen,Ning Zhang,Qiang Ye,Changle Li,Chunsheng Zhu,Xuemin Sherman Shen,
Engineering doi: 10.1016/j.eng.2023.04.015
Keywords: Knowledge sharing Internet of Vehicles Federated learning Broad learning Reconfigurable intelligent surfaces
Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd Research Article
Jiaqi GAO, Jingqi LI, Hongming SHAN, Yanyun QU, James Z. WANG, Fei-Yue WANG, Junping ZHANG
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 2, Pages 187-202 doi: 10.1631/FITEE.2200380
Keywords: Crowd counting Knowledge distillation Lifelong learning
A super-element approach for structural identification in time domain
LI Jie, ZHAO Xin
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 2, Pages 215-221 doi: 10.1007/s11465-006-0004-4
Keywords: numerical effective decomposing parameterization procedure divide-and-conquer ability time-domain identification
Dynamic parameterized learning for unsupervised domain adaptation Research Article
Runhua JIANG, Yahong HAN
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 11, Pages 1616-1632 doi: 10.1631/FITEE.2200631
Keywords: Unsupervised domain adaptation Optimization steps Domain alignment Semantic discrimination
Hamed BOLANDI; Xuyang LI; Talal SALEM; Vishnu Naresh BODDETI; Nizar LAJNEF
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 11, Pages 1365-1377 doi: 10.1007/s11709-022-0882-5
Keywords: Deep Learning finite element analysis stress contours structural components
Frontiers of Mechanical Engineering 2022, Volume 17, Issue 3, doi: 10.1007/s11465-022-0688-0
Keywords: precision milling dimensional accuracy cutting force convolutional neural networks coherent noise
Physics-Informed Deep Learning-Based Real-Time Structural Response Prediction Method
Ying Zhou,Shiqiao Meng,Yujie Lou,Qingzhao Kong,
Engineering doi: 10.1016/j.eng.2023.08.011
Keywords: Structural seismic response prediction Physics information informed Real-time prediction Earthquake engineering Data-driven machine learning
Title Author Date Type Operation
Domain knowledge enhanced deep learning for electrocardiogram arrhythmia classification
Jie SUN,sunjie@nbut.edu.cn
Journal Article
A step forward towards a comprehensive framework for assessing liquefaction land damage vulnerability: Exploration from historical data
Mahmood AHMAD, Xiao-Wei TANG, Jiang-Nan QIU, Feezan AHMAD, Wen-Jing GU
Journal Article
Thermal reffusivity: uncovering phonon behavior, structural defects, and domain size
Yangsu XIE, Bowen ZHU, Jing LIU, Zaoli XU, Xinwei WANG
Journal Article
Machine learning in building energy management: A critical review and future directions
Journal Article
Low-Cost Federated Broad Learning for Privacy-Preserved Knowledge Sharing in the RIS-Aided Internet of
Xiaoming Yuan,Jiahui Chen,Ning Zhang,Qiang Ye,Changle Li,Chunsheng Zhu,Xuemin Sherman Shen,
Journal Article
Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd
Jiaqi GAO, Jingqi LI, Hongming SHAN, Yanyun QU, James Z. WANG, Fei-Yue WANG, Junping ZHANG
Journal Article
A super-element approach for structural identification in time domain
LI Jie, ZHAO Xin
Journal Article
Dynamic parameterized learning for unsupervised domain adaptation
Runhua JIANG, Yahong HAN
Journal Article
Bridging finite element and deep learning: High-resolution stress distribution prediction in structural
Hamed BOLANDI; Xuyang LI; Talal SALEM; Vishnu Naresh BODDETI; Nizar LAJNEF
Journal Article
A hybrid deep learning model for robust prediction of the dimensional accuracy in precision milling ofthin-walled structural components
Journal Article