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Challenges of human–machine collaboration in risky decision-making

Frontiers of Engineering Management 2022, Volume 9, Issue 1,   Pages 89-103 doi: 10.1007/s42524-021-0182-0

Abstract: The purpose of this paper is to delineate the research challenges of human–machine collaboration in riskyThen, we argue the necessity and urgency of advancing human–machine collaboration in risky decision-makingAfterward, we review the literature on human–machine collaboration in a general decision context, fromthe perspectives of human–machine organization, relationship, and collaboration.

Keywords： human–machine collaboration     risky decision-making     human–machine team and interaction     task allocation    

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Digitalization for supply chain resilience and robustness: The roles of collaboration and formal contracts

Frontiers of Engineering Management   Pages 5-19 doi: 10.1007/s42524-022-0229-x

Abstract: Adopting organizational information processing theory, it proposes the mediating effect of supply chain collaborationResults show that digitalization has a direct effect on supply chain resilience, and supply chain collaborationOur study also indicates a complementary mediating effect of supply chain collaboration on the relationshipFindings reveal the differential roles of digitalization as a technical factor and supply chain collaborationbetween digitalization and supply chain resilience but weaken the relationship between supply chain collaboration

Keywords： digitalization     supply chain     resilience     robustness     collaboration     formal contract    

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Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach

Xiangkun He,Wenhui Huang,Chen Lv,

Engineering doi: 10.1016/j.eng.2023.10.005

Abstract: Therefore, we present a novel robust reinforcement learning approach with safety guarantees to attain trustworthyThese results indicate that the autonomous driving agent can make trustworthy decisions and drastically

Keywords： Autonomous vehicle     Decision-making     Reinforcement learning     Adversarial attack     Safety guarantee    

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Diffusion of municipal wastewater treatment technologies in China: a collaboration network perspective

Yang Li, Lei Shi, Yi Qian, Jie Tang

Frontiers of Environmental Science & Engineering 2017, Volume 11, Issue 1, doi: 10.1007/s11783-017-0903-0

Abstract: Important projects usually involve central organizations in collaboration.diffusion networks are assortative, and the patterns of diffusion vary across technologies; while the collaborationsince the 2000s. 2) Important projects in technology diffusion usually involve central organizations in collaborationnetworks, but organizations become more central in collaboration by doing circumstantial projects in

Keywords： Innovation diffusion     Collaboration network     Wastewater treatment plant     Complex network     Data driven    

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FinBrain 2.0: when finance meets trustworthy AI Review

Jun ZHOU, Chaochao CHEN, Longfei LI, Zhiqiang ZHANG, Xiaolin ZHENG

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 12,   Pages 1747-1764 doi: 10.1631/FITEE.2200039

Abstract: However, in addition to commonly desired attributes, such as model accuracy, financial services demand trustworthyThese properties of trustworthy AI are interpretability, fairness and inclusiveness, robustness and securityBased on these progress and limitations, we introduce FinBrain 2.0, a research framework toward trustworthyWe argue that we are still a long way from having a truly trustworthy AI in financial services and call

Keywords： Artificial intelligence in finance     Trustworthy artificial intelligence     Risk management     Fraud detection    

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Study on affecting factors of collaborative product development based on collaboration hierarchy model

ZHANG Xiaodong, LI Yingzi, ZHANG Zhiqiang

Frontiers of Mechanical Engineering 2007, Volume 2, Issue 2,   Pages 210-213 doi: 10.1007/s11465-007-0036-4

Abstract: Aiming at the levels of collaborative degree in web-based product development, a collaboration hierarchyBased on the model, the affecting factors on collaboration levels are analyzed systematically from manyproduct development effectively, and help enterprises find out the critical factors that affect the collaboration

Keywords： development     web-based     business     collaborative     collaboration hierarchy    

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Self-organizing method for collaboration in multi-robot system on basis of balance principle

DONG Yangbin, JIANG Jinping, HE Yan

Frontiers of Mechanical Engineering 2008, Volume 3, Issue 3,   Pages 283-287 doi: 10.1007/s11465-008-0044-z

Abstract: By analyzing the operation characteristics of two subtasks that have resource dependency on each other, this paper demonstrates the impact of progress relation between the two subtasks on the whole task’s progress, and then puts forward a self-organizing principle called balance principle that keeps the individual profit between robots equal. Furthermore, an algorithm is designed for adjusting subtask selection on the basis of this principle. Simulation shows the validity of the algorithm on self-organizing task allocation in a multi-robot system.

Keywords： algorithm     self-organizing principle     validity     Simulation     allocation    

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Human–Robot Collaboration Framework Based on Impedance Control in Robotic Assembly Article

Xingwei Zhao,Yiming Chen,Lu Qian,Bo Tao,Han Ding

Engineering 2023, Volume 30, Issue 11,   Pages 83-92 doi: 10.1016/j.eng.2022.08.022

Abstract:

Human–robot (HR) collaboration (HRC) is an emerging research field because of the complementary

Keywords： Human–robot collaboration     Impedance control     Robotic assembly    

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An application of game theory in distributed collaborative decision making

Angran XIAO

Frontiers of Mechanical Engineering 2019, Volume 14, Issue 1,   Pages 85-101 doi: 10.1007/s11465-019-0523-4

Abstract: To verify the concept of collaboration by separation, we propose a generic information communication

Keywords： collaboration     distributed product realization     game theory     digital interface    

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Multimethod Collaborative Optimization Algorithm Based on Embedding Collaboration

Luo Wencai,Luo Shishan,Wang Zhenguo

Strategic Study of CAE 2004, Volume 6, Issue 4,   Pages 51-55

Abstract:

Multi-method collaborative optimization algorithm based on embedding collaboration is advanced.uses embedding structure to collaborate different kinds of optimization methods, and makes use of the collaborationA multimethod collaborative optimization algorithm base on embedding collaboration is designed, whichResults show that multi-method collaborative optimization algorithm based on embedding collaboration

Keywords： multimethod collaborative optimization algorithm     embedding collaboration     genetic algorithm     pattern search    

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Dual-Dimensional Manufacturing Service Collaboration Optimization Toward Industrial Internet Platforms Article

Shibao Pang, Shunsheng Guo, Xi Vincent Wang, Lei Wanga, Lihui Wang

Engineering 2023, Volume 22, Issue 3,   Pages 34-48 doi: 10.1016/j.eng.2022.07.020

Abstract: As a central function of the platform, manufacturing service collaboration optimization is dedicatedto establishing high-quality service collaboration solutions for manufacturing tasks.collaboration among services for functional demands and rarely consider vertical collaborationcombines functional and amount collaboration.On this basis, a dual-dimensional manufacturing service collaboration optimization (DMSCO) model

Keywords： Manufacturing service collaboration     Service optimal selection     Service granularity     Industrial Internet    

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Artificial intelligence and statistics Perspective

Bin YU, Karl KUMBIER

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 1,   Pages 6-9 doi: 10.1631/FITEE.1700813

Abstract: It calls for the application of statistical concepts through human-machine collaboration during the generationThis paper discusses how such human-machine collaboration can be approached through the statistical concepts

Keywords： Artificial intelligence     Statistics     Human-machine collaboration    

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A Multi-Layer Collaboration Framework for Industrial Parks with 5G Vehicle-to-Everything Networks Article

Yanjun Shi, Qiaomei Han, Weiming Shen , Xianbin Wang

Engineering 2021, Volume 7, Issue 6,   Pages 818-831 doi: 10.1016/j.eng.2020.12.021

Abstract: In this paper, a multi-layer collaboration framework enabled by V2X is proposed for logistics managementIn addition to the collaboration among these three layers, this study addresses the collaboration amongFor effective logistics in industrial parks, task collaboration is achieved through four functions: environmentalTo dynamically coordinate these functions, device–edge–cloud collaboration, which is supportedThen, the analytical target cascading method is adopted to configure and evaluate the collaboration schemes

Keywords： 5G     Vehicle-to-everything     Industrial park     Logistics     Device–edge–cloud collaboration     Analytical target    

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Vehicle-road collaboration based on BRT-lane TDM support by vehicle-infrastructure integration

Dong Hongzhao,Ling Yue,Liu Dongxu,Guo Mingfei

Strategic Study of CAE 2012, Volume 14, Issue 7,   Pages 68-73

Abstract: time division multiplexing (TDM) to share BRT-lane with other kind of vehicles based on vehicle road collaborationThe TDM control strategy is established based on Vehicle-Infrastructure Integration and vehicles collaborationtime from/to the BRT-lane to/from its neighbor lane and determine the timing sequence for vehicles collaborationThe control strategy of the vehicles collaboration could promise other kind of vehicles to share BRT-lane

Keywords： Vehicle-Infrastructure Integration     vehicles collaboration     BRT-lane     time division multiplexing (TDM)    

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China-CIMMYT collaboration enhances wheat improvement in China

Zhonghu HE, Xianchun XIA, Yong ZHANG, Yan ZHANG, Yonggui XIAO, Xinmin CHEN, Simin LI, Yuanfeng HAO, Awais RASHEED, Zhiyong XIN, Qiaosheng ZHUANG, Ennian YANG, Zheru FAN, Jun YAN, Ravi SINGH, Hans-Joachim BRAUN

Frontiers of Agricultural Science and Engineering 2019, Volume 6, Issue 3,   Pages 233-239 doi: 10.15302/J-FASE-2019254

Abstract: Development of climate-resilient cultivars with application of new technology will be the priority for future collaboration

Keywords： adult-plant resistance     bread wheat     breeding     gene-specific marker     germplasm exchange     processing quality    

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Title Author Date Type Operation

Challenges of human–machine collaboration in risky decision-making

Journal Article

Digitalization for supply chain resilience and robustness: The roles of collaboration and formal contracts

Journal Article

Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach

Xiangkun He,Wenhui Huang,Chen Lv,

Journal Article

Diffusion of municipal wastewater treatment technologies in China: a collaboration network perspective

Yang Li, Lei Shi, Yi Qian, Jie Tang

Journal Article

FinBrain 2.0: when finance meets trustworthy AI

Jun ZHOU, Chaochao CHEN, Longfei LI, Zhiqiang ZHANG, Xiaolin ZHENG

Journal Article

Study on affecting factors of collaborative product development based on collaboration hierarchy model

ZHANG Xiaodong, LI Yingzi, ZHANG Zhiqiang

Journal Article

Self-organizing method for collaboration in multi-robot system on basis of balance principle

DONG Yangbin, JIANG Jinping, HE Yan

Journal Article

Human–Robot Collaboration Framework Based on Impedance Control in Robotic Assembly

Xingwei Zhao,Yiming Chen,Lu Qian,Bo Tao,Han Ding

Journal Article

An application of game theory in distributed collaborative decision making

Angran XIAO

Journal Article

Multimethod Collaborative Optimization Algorithm Based on Embedding Collaboration

Luo Wencai,Luo Shishan,Wang Zhenguo

Journal Article

Dual-Dimensional Manufacturing Service Collaboration Optimization Toward Industrial Internet Platforms

Shibao Pang, Shunsheng Guo, Xi Vincent Wang, Lei Wanga, Lihui Wang

Journal Article

Artificial intelligence and statistics

Bin YU, Karl KUMBIER

Journal Article

A Multi-Layer Collaboration Framework for Industrial Parks with 5G Vehicle-to-Everything Networks

Yanjun Shi, Qiaomei Han, Weiming Shen , Xianbin Wang

Journal Article

Vehicle-road collaboration based on BRT-lane TDM support by vehicle-infrastructure integration

Dong Hongzhao,Ling Yue,Liu Dongxu,Guo Mingfei

Journal Article

China-CIMMYT collaboration enhances wheat improvement in China

Zhonghu HE, Xianchun XIA, Yong ZHANG, Yan ZHANG, Yonggui XIAO, Xinmin CHEN, Simin LI, Yuanfeng HAO, Awais RASHEED, Zhiyong XIN, Qiaosheng ZHUANG, Ennian YANG, Zheru FAN, Jun YAN, Ravi SINGH, Hans-Joachim BRAUN

Journal Article