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Frontiers of Engineering Management 2023, Volume 10, Issue 2, Pages 285-299 doi: 10.1007/s42524-022-0197-1
Keywords: spatiotemporal differentiation industrial agglomeration low-carbon economy construction machinery industry empirical study
Zebin ZHAO, Xiaolong XUE, Xinglin GAO, Gang LIU, Hengqin WU
Frontiers of Engineering Management 2018, Volume 5, Issue 1, Pages 17-29 doi: 10.15302/J-FEM-2018080
Keywords: infrastructure mega-projects (IMP) Hong Kong-Zhuhai-Macao Bridge complex ecosystem coupling relationship
Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting Artical
Longbing Cao
Engineering 2016, Volume 2, Issue 2, Pages 212-224 doi: 10.1016/J.ENG.2016.02.013
While recommendation plays an increasingly critical role in our living, study, work, and entertainment, the recommendations we receive are often for irrelevant, duplicate, or uninteresting products and services. A critical reason for such bad recommendations lies in the intrinsic assumption that recommended users and items are independent and identically distributed (IID) in existing theories and systems. Another phenomenon is that, while tremendous efforts have been made to model specific aspects of users or items, the overall user and item characteristics and their non-IIDness have been overlooked. In this paper, the non-IID nature and characteristics of recommendation are discussed, followed by the non-IID theoretical framework in order to build a deep and comprehensive understanding of the intrinsic nature of recommendation problems, from the perspective of both couplings and heterogeneity. This non-IID recommendation research triggers the paradigm shift from IID to non-IID recommendation research and can hopefully deliver informed, relevant, personalized, and actionable recommendations. It creates exciting new directions and fundamental solutions to address various complexities including cold-start, sparse data-based, cross-domain, group-based, and shilling attack-related issues.
Keywords: Independent and identically distributed (IID) Non-IID Heterogeneity Coupling relationship Coupling learning
Microdamage study of granite under thermomechanical coupling based on the particle flow code
Frontiers of Structural and Civil Engineering doi: 10.1007/s11709-023-0953-2
Keywords: thermomechanical coupling effect granite improved linear parallel bond model thermal property particle
Simulation of steel beam under ceiling jet based on a wind–fire–structure coupling model
Frontiers of Structural and Civil Engineering 2023, Volume 17, Issue 1, Pages 78-98 doi: 10.1007/s11709-022-0936-8
Keywords: CFD–FEM coupling steel beam wind ceiling jet numerical heat transfer
Influence of freeze–thaw damage gradient on stress–strain relationship of stressed concrete
Frontiers of Structural and Civil Engineering doi: 10.1007/s11709-023-0014-x
Keywords: strain relationship concrete
Zhenhua LI, Weihan WANG, Dongxue YIN, Jing LV, Xinbin MA
Frontiers of Chemical Science and Engineering 2012, Volume 6, Issue 4, Pages 410-414 doi: 10.1007/s11705-012-1213-5
Keywords: palladium CO coupling dialkyl oxalate alkyl nitrite decomposition
Mesh relationship modeling and dynamic characteristic analysis of external spur gears with gear wear
Frontiers of Mechanical Engineering 2022, Volume 17, Issue 1, Pages 9-9 doi: 10.1007/s11465-021-0665-z
Keywords: gear wear mesh relationship mesh stiffness transmission error vibration characteristics
Enhancing the aromatic selectivity of cyclohexane aromatization by CO2 coupling
Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 11, Pages 1801-1808 doi: 10.1007/s11705-023-2325-9
Keywords: aromatics carbon dioxide aromatization coupling reaction ZSM-5 zeolite
Thermodynamic and economic analyses of a coal and biomass indirect coupling power generation system
Buqing YE, Rui ZHANG, Jin CAO, Bingquan SHI, Xun ZHOU, Dong LIU
Frontiers in Energy 2020, Volume 14, Issue 3, Pages 590-606 doi: 10.1007/s11708-020-0809-6
Keywords: biomass indirect coupling system process simulation thermodynamic analysis economic analysis
Yun Liu, Youquan Zhu, Chaojun Li
Frontiers of Chemical Science and Engineering 2018, Volume 12, Issue 1, Pages 3-8 doi: 10.1007/s11705-017-1693-4
Keywords: biaryl acids cross-dehydrogenative coupling rhodium-catalyzed
Mapping the structure-activity relationship of
Worawan PANPIPAT, Hasene KESKIN, Zheng GUO
Frontiers of Chemical Science and Engineering 2015, Volume 9, Issue 1, Pages 105-113 doi: 10.1007/s11705-015-1502-x
Keywords: acid esters dipalmitoyl phosphatidylcholine Langmuir monolayer condensing effect structure-activity relationship
Frontiers of Mechanical Engineering 2023, Volume 18, Issue 4, doi: 10.1007/s11465-023-0761-3
Keywords: stress−strain relationship microstructure evolution stored energy strain hardening graphite morphology
Modeling of specific structure crystallization coupling with dissolution
Yuanhui JI, Hongliang QIAN, Chang LIU, Xiaohua LU, Xin FENG, Xiaoyan JI,
Frontiers of Chemical Science and Engineering 2010, Volume 4, Issue 1, Pages 52-56 doi: 10.1007/s11705-009-0301-7
Keywords: structure crystallization activity coefficient reference KCl dissolution
Stress-strain relationship with soil structural parameter of collapse loess
SHAO Shengjun, YU Qinggao, LONG Jiyong
Frontiers of Structural and Civil Engineering 2008, Volume 2, Issue 3, Pages 293-293 doi: 10.1007/s11709-008-0100-0
Title Author Date Type Operation
Exploring the coupling relationship of industrial agglomeration and low-carbon economy considering spatiotemporal
Journal Article
Coupling and evolution mechanism of infrastructure mega-projects complex ecosystem: Case study on Hong
Zebin ZHAO, Xiaolong XUE, Xinglin GAO, Gang LIU, Hengqin WU
Journal Article
Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting
Longbing Cao
Journal Article
Microdamage study of granite under thermomechanical coupling based on the particle flow code
Journal Article
Simulation of steel beam under ceiling jet based on a wind–fire–structure coupling model
Journal Article
Influence of freeze–thaw damage gradient on stress–strain relationship of stressed concrete
Journal Article
Effect of alkyl nitrite decomposition on catalytic performance of CO coupling reaction over supported
Zhenhua LI, Weihan WANG, Dongxue YIN, Jing LV, Xinbin MA
Journal Article
Mesh relationship modeling and dynamic characteristic analysis of external spur gears with gear wear
Journal Article
Thermodynamic and economic analyses of a coal and biomass indirect coupling power generation system
Buqing YE, Rui ZHANG, Jin CAO, Bingquan SHI, Xun ZHOU, Dong LIU
Journal Article
Mild and highly regioselective synthesis of biaryl acids via Rh(I)-catalyzed cross-dehydrogenative coupling
Yun Liu, Youquan Zhu, Chaojun Li
Journal Article
Mapping the structure-activity relationship of
Worawan PANPIPAT, Hasene KESKIN, Zheng GUO
Journal Article
A new modeling approach for stress–strain relationship taking into account strain hardening and stored
Journal Article
Modeling of specific structure crystallization coupling with dissolution
Yuanhui JI, Hongliang QIAN, Chang LIU, Xiaohua LU, Xin FENG, Xiaoyan JI,
Journal Article