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Optimal CNN-based semantic segmentation model of cutting slope images

Frontiers of Structural and Civil Engineering   Pages 414-433 doi: 10.1007/s11709-021-0797-6

Abstract: This paper utilizes three popular semantic segmentation networks, specifically DeepLab v3+, fully convolutional

Keywords： slope damage     image recognition     semantic segmentation     feature map     visualizations    

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Toward Wisdom-Evolutionary and Primitive-Concise 6G: A New Paradigm of Semantic Communication Networks Article

Ping Zhang, Wenjun Xu, Hui Gao, Kai Niu, Xiaodong Xu, Xiaoqi Qin, Caixia Yuan, Zhijin Qin, Haitao Zhao, Jibo Wei, Fangwei Zhang

Engineering 2022, Volume 8, Issue 1,   Pages 60-73 doi: 10.1016/j.eng.2021.11.003

Abstract: In particular, we aim to concretize the evolution path toward the WePCN by first conceiving a new semanticrepresentation framework, namely semantic base, and then establishing an intelligent and efficient semanticIn the IE-SC architecture, a semantic intelligence plane is employed to interconnect the semantic-empoweredphysical-bearing layer, network protocol layer, and application-intent layer via semantic informationWe also present a brief review of recent advances in semantic communications and highlight potential

Keywords： 6G     Semantic information     Semantic communication     Intelligent communication    

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Semantic composition of distributed representations for query subtopic mining None

Wei SONG, Ying LIU, Li-zhen LIU, Han-shi WANG

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 11,   Pages 1409-1419 doi: 10.1631/FITEE.1601476

Abstract:

Inferring query intent is significant in information retrieval tasks.In this paper, we exploit and compare the main semantic composition of distributed representations forconducted on a public dataset offered by the National Institute of Informatics Testbeds and Community for InformationThe empirical results show that distributed semantic representations can achieve outstanding performancefor query subtopic mining, compared with traditional semantic representations.

Keywords： Subtopic mining     Query intent     Distributed representation     Semantic composition    

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Incorporating target language semantic roles into a string-to-tree translation model Article

Chao SU, Yu-hang GUO, He-yan HUANG, Shu-min SHI, Chong FENG

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 10,   Pages 1534-1542 doi: 10.1631/FITEE.1601349

Abstract: However, it does not use any semantic information and tends to produce translations containing semanticIn this paper, we propose two methods to use semantic roles to improve the performance of the string-to-treetranslation model: (1) adding role labels in the syntax tree; (2) constructing a semantic role tree,and then incorporating the syntax information into it.Our methods enable the system to train and choose better translation rules using semantic information

Keywords： Machine translation     Semantic role     Syntax tree     String-to-tree    

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SPSSNet: a real-time network for image semantic segmentation

Saqib Mamoon, Muhammad Arslan Manzoor, Fa-en Zhang, Zakir Ali, Jian-feng Lu,saqibmamoon@njust.edu.cn,arsalaan@njust.edu.cn,zhangfaen@ainnovation.com,alizakir@njust.edu.cn,lujf@njust.edu.cn

Frontiers of Information Technology & Electronic Engineering 2020, Volume 21, Issue 12,   Pages 1671-1814 doi: 10.1631/FITEE.1900697

Abstract: Although deep neural networks (DNNs) have achieved great success in semantic segmentation tasks, it isIn this paper, we propose a light-weight semantic segmentation network (SPSSN), which can efficiently
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Foundations and applications of information systems dynamics

Jianfeng Xu,Zhenyu Liu,Shuliang Wang,Tao Zheng,Yashi Wang,Yingfei Wang,Yingxu Dang,

Engineering doi: 10.1016/j.eng.2022.04.018

Abstract: Although numerous advances have been made in information technology in the past decades, there is stilla lack of progress in information systems dynamics (ISD), owing to the lack of a mathematical foundationneeded to describe information and the lack of an analytical framework to evaluate information systemsspace, improving a mathematical theory for information measurement, and proposing a dynamic configurationmodel for information systems.

Keywords： System-of-systems engineering     Information theory     Information measurement     Information systems dynamics    

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Framework based on building information modeling, mixed reality, and a cloud platform to support information

Berardo NATICCHIA, Alessandra CORNELI, Alessandro CARBONARI

Frontiers of Engineering Management 2020, Volume 7, Issue 1,   Pages 131-141 doi: 10.1007/s42524-019-0071-y

Abstract: The quality of information flow management has a remarkable effect on the entire life cycle of buildingsThe introduction of building information modeling (BIM) in the construction industry can provide a valuablemeans of improving the organization and exchange of information.BIM tools integrate multiple levels of information within a single digital model of a building.Information requirements have been determined from the analyses of procedures that are usually implemented

Keywords： information flow management     BIM     mixed reality     common data environment     facility management    

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Research on the Giant and Complex Financial Information System Engineering Management from the Perspectiveof Meta-synthesis Methodology—with the Bank Card Information Exchange System Engineering as a Sample

Hong-feng Chai,Quan Sun

Frontiers of Engineering Management 2016, Volume 3, Issue 4,   Pages 404-413 doi: 10.15302/J-FEM-2016037

Abstract: The paper empirically studies the engineering practices of the national currency circulation informationsystem-China Union Pay’s Bankcard Information Exchange System.By integrating the meta-synthesis methodology and the financial information system engineering, the paperproposes basic principles and processes of the giant and complex financial information system engineering

Keywords： financial information system     meta-synthesis methodology     bank card     information exchange    

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New method of fault diagnosis of rotating machinery based on distance of information entropy

Houjun SU, Tielin SHI, Fei CHEN, Shuhong HUANG

Frontiers of Mechanical Engineering 2011, Volume 6, Issue 2,   Pages 249-253 doi: 10.1007/s11465-011-0124-3

Abstract:

This paper introduces the basic conception of information fusion and some fusion diagnosis methodsFrom the thought of the information fusion, a new quantitative feature index monitoring and diagnosingthe vibration fault of rotating machinery, which is called distance of information entropy, is put forwardThe mathematic deduction suggests that the conception of distance of information entropy is accordantThen, the accuracy of rotor fault diagnosis can be improved through the curve chart of the distance of information

Keywords： rotating machinery     information fusion     fault diagnosis     Information entropy     distance of the information    

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Beyond bag of latent topics: spatial pyramid matching for scene category recognition

Fu-xiang LU,Jun HUANG

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 10,   Pages 817-828 doi: 10.1631/FITEE.1500070

Abstract: The proposed feature introduces spatial information among the latent topics by means of spatial pyramid, while the latent topics are obtained by using probabilistic latent semantic analysis (pLSA) based onpLSA because the performance of pLSA is adversely affected in many cases due to the loss of spatial informationThe second stage uses the prod-max rule to combine information coming from multiple sources and assigns

Keywords： Scene category recognition     Probabilistic latent semantic analysis     Bag-of-words     Adaptive boosting    

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Owner-dominated building information modeling and lean construction in a megaproject

Mingyue LI, Zhuoling MA, Xi TANG

Frontiers of Engineering Management 2021, Volume 8, Issue 1,   Pages 60-71 doi: 10.1007/s42524-019-0042-3

Abstract: The integration of building information modeling (BIM) and lean construction (LC) provides a solution

Keywords： building information modeling     lean construction     airports     project management    

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Relationship between Chief Executive Officer characteristics and corporate environmental information

Dayuan LI, Aiqi LIN, Lu ZHANG

Frontiers of Engineering Management 2019, Volume 6, Issue 4,   Pages 564-574 doi: 10.1007/s42524-019-0067-7

Abstract: This study focuses on the influence of Chief Executive Officer (CEO) characteristics on environmental information

Keywords： CEO characteristics     environmental information disclosure     Thailand    

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The Theory, Methodology and Application of Agricultural Information Engineering

Sun Jiulin

Strategic Study of Chinese Academy of Engineering 2000, Volume 2, Issue 3,   Pages 87-91

Abstract: information.Agricultural information engineering results from the research and application of agricultural informationThe basic contents of agricultural information science include the mechanism of agricultural information, information feature, information classification and coding, information reproducing and informationThe technological system of agricultural information engineering consists of agricultural information

Keywords： agricultural information technology     information agriculture     virtual agriculture     precise agriculture     agriculturalinformation engineering    

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Building information modeling and its impact on users in the lifeworld: A mediation perspective

Hans VOORDIJK

Frontiers of Engineering Management 2019, Volume 6, Issue 2,   Pages 193-206 doi: 10.1007/s42524-019-0013-8

Abstract: Building information modeling (BIM) is expected to have a large impact on users in the lifeworlds in

Keywords： building information modeling     mediation     enframing     lifeworld     rationalization     Heidegger     Habermas     Ihde    

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Connecting Information to Promote Public Health

Xue-mei Su,Jia Zhao

Frontiers of Engineering Management 2016, Volume 3, Issue 4,   Pages 384-389 doi: 10.15302/J-FEM-2016054

Abstract: With the development of information technology in the past 12 years, China has established the specializedor vertical web-based information systems for data collection of disease and related risk factor.These information systems are described as public health information systems (PHIS) in China.Seeing that the information of disease surveillance is provided by hospitals and health service centerscurrent status and problems of PHIS in China, making a brief introduction on the blueprint of health information

Keywords： public health     information system     data exchange     China    

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Title Author Date Type Operation

Optimal CNN-based semantic segmentation model of cutting slope images

Journal Article

Toward Wisdom-Evolutionary and Primitive-Concise 6G: A New Paradigm of Semantic Communication Networks

Ping Zhang, Wenjun Xu, Hui Gao, Kai Niu, Xiaodong Xu, Xiaoqi Qin, Caixia Yuan, Zhijin Qin, Haitao Zhao, Jibo Wei, Fangwei Zhang

Journal Article

Semantic composition of distributed representations for query subtopic mining

Wei SONG, Ying LIU, Li-zhen LIU, Han-shi WANG

Journal Article

Incorporating target language semantic roles into a string-to-tree translation model

Chao SU, Yu-hang GUO, He-yan HUANG, Shu-min SHI, Chong FENG

Journal Article

SPSSNet: a real-time network for image semantic segmentation

Saqib Mamoon, Muhammad Arslan Manzoor, Fa-en Zhang, Zakir Ali, Jian-feng Lu,saqibmamoon@njust.edu.cn,arsalaan@njust.edu.cn,zhangfaen@ainnovation.com,alizakir@njust.edu.cn,lujf@njust.edu.cn

Journal Article

Foundations and applications of information systems dynamics

Jianfeng Xu,Zhenyu Liu,Shuliang Wang,Tao Zheng,Yashi Wang,Yingfei Wang,Yingxu Dang,

Journal Article

Framework based on building information modeling, mixed reality, and a cloud platform to support information

Berardo NATICCHIA, Alessandra CORNELI, Alessandro CARBONARI

Journal Article

Research on the Giant and Complex Financial Information System Engineering Management from the Perspectiveof Meta-synthesis Methodology—with the Bank Card Information Exchange System Engineering as a Sample

Hong-feng Chai,Quan Sun

Journal Article

New method of fault diagnosis of rotating machinery based on distance of information entropy

Houjun SU, Tielin SHI, Fei CHEN, Shuhong HUANG

Journal Article

Beyond bag of latent topics: spatial pyramid matching for scene category recognition

Fu-xiang LU,Jun HUANG

Journal Article

Owner-dominated building information modeling and lean construction in a megaproject

Mingyue LI, Zhuoling MA, Xi TANG

Journal Article

Relationship between Chief Executive Officer characteristics and corporate environmental information

Dayuan LI, Aiqi LIN, Lu ZHANG

Journal Article

The Theory, Methodology and Application of Agricultural Information Engineering

Sun Jiulin

Journal Article

Building information modeling and its impact on users in the lifeworld: A mediation perspective

Hans VOORDIJK

Journal Article

Connecting Information to Promote Public Health

Xue-mei Su,Jia Zhao

Journal Article