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Roger Jianxin Jiao
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- affiliation: Georgia Institute of Technology, Atlanta, GA, USA
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2020 – today
- 2024
- [j83]Amy J. C. Trappey, Fan Li, Ching-Hung Lee, John P. T. Mo, Josip Stjepandic, Roger J. Jiao:
How to manage and balance uncertainty by transdisciplinary engineering methods focusing on digital transformations of complex systems. Adv. Eng. Informatics 59: 102330 (2024) - [j82]Xuejian Gong, Roger J. Jiao, Nagi Z. Gebraeel:
Task derivation and decomposition in crowdsourced manufacturing by bilevel coordinated optimization of product family planning and manufacturer load balancing. Comput. Ind. Eng. 190: 110101 (2024) - [j81]Kaihong Zhou, Gang Du, Roger J. Jiao, Jin Ling:
Service product codesign with digital platform operators based on hierarchical interactive optimization. Comput. Ind. Eng. 195: 110421 (2024) - [j80]Mulang Song, Xuejian Gong, Jun Du, Tianyi Lu, Roger J. Jiao:
Population dynamics modeling of crowdsourcing as an evolutionary Cooperation-Competition game for fulfillment capacity balancing and optimization of smart manufacturing services. Comput. Ind. Eng. 197: 110572 (2024) - [j79]Shu Wang, Pan Zou, Xuejian Gong, Mulang Song, Jianyuan Peng, Roger Jianxin Jiao:
Visual analytics and intelligent reasoning for smart manufacturing defect detection and judgement: A meta-learning approach with knowledge graph embedding case-based reasoning. J. Ind. Inf. Integr. 37: 100536 (2024) - 2023
- [j78]Xuejian Gong, Shu Wang, Roger J. Jiao, Nagi Z. Gebraeel:
Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning. Adv. Eng. Informatics 56: 101911 (2023) - [c24]Shu Wang, Mulang Song, Yiyun Fei, Dandan Zhang, Feng Zhou, Nagi Gebraeel, Jianxin Jiao:
Prospect-theoretic Modeling of Team Cognition for Task Allocation Towards Human-automation Symbiosis. IEEM 2023: 1158-1162 - 2022
- [j77]Carman K. M. Lee, Kam K. H. Ng, Roger J. Jiao, Zhixin Yang:
Editorial Notes: Emerging intelligent automation and optimisation methods for adaptive decision making. Adv. Eng. Informatics 51: 101500 (2022) - [j76]Kaihong Zhou, Gang Du, Roger J. Jiao:
Personalized service product family design optimization considering crowdsourced service operations. Comput. Ind. Eng. 166: 107973 (2022) - [j75]Pan Zou, Shu Wang, Xuejian Gong, Roger Jianxin Jiao, Feng Zhou:
Quantum entanglement inspired hard constraint handling for operations engineering optimization with an application to airport shift planning. Expert Syst. Appl. 205: 117684 (2022) - [j74]Wenchong Chen, Xuejian Gong, Fangyu Liu, Hongwei Liu, Roger J. Jiao:
Bilevel interactive optimisation for rebatching scheduling problem with selectivity banks in high variety flow line production. Int. J. Prod. Res. 60(12): 3879-3900 (2022) - [c23]Mulang Song, Xuejian Gong, Yiyun Cindy Fei, Jianyuan Peng, Roger Jianxin Jiao:
Effective Analysis and Investigation in COVID-19 Prevention Policies Based on Population Dynamics Modeling and Simulation. IEEM 2022: 290-294 - 2021
- [j73]Kam K. H. Ng, Chun-Hsien Chen, Carman K. M. Lee, Roger Jianxin Jiao, Zhi-Xin Yang:
A systematic literature review on intelligent automation: Aligning concepts from theory, practice, and future perspectives. Adv. Eng. Informatics 47: 101246 (2021) - [j72]Shu Wang, Xuejian Gong, Mulang Song, Cindy Y. Fei, Stefan Quaadgras, Jianyuan Peng, Pan Zou, Jerred Chen, Wei Zhang, Roger J. Jiao:
Smart dispatching and optimal elevator group control through real-time occupancy-aware deep learning of usage patterns. Adv. Eng. Informatics 48: 101286 (2021) - [j71]Wei Zhang, Liang Hou, Roger J. Jiao:
Dynamic takt time decisions for paced assembly lines balancing and sequencing considering highly mixed-model production: An improved artificial bee colony optimization approach. Comput. Ind. Eng. 161: 107616 (2021) - [j70]Jonas Landahl, Roger Jianxin Jiao, Julia Madrid, Rikard Söderberg, Hans Johannesson:
Dynamic platform modeling for concurrent product-production reconfiguration. Concurr. Eng. Res. Appl. 29(2) (2021) - [j69]Jun Wu, Gang Du, Roger J. Jiao:
Optimal postponement contracting decisions in crowdsourced manufacturing: A three-level game-theoretic model for product family architecting considering subcontracting. Eur. J. Oper. Res. 291(2): 722-737 (2021) - [j68]Wei Zhang, Shaojie Wang, Liang Hou, Roger J. Jiao:
Operating data-driven inverse design optimization for product usage personalization with an application to wheel loaders. J. Ind. Inf. Integr. 23: 100212 (2021) - [c22]Xuejian Gong, Roger J. Jiao, Amit Jariwala, Beshoy Morkos:
Crowdsourced Manufacturing for Delivery of Manufacturing as a Service. IEEM 2021: 1617-1621 - 2020
- [j67]Jun Wu, Gang Du, Roger J. Jiao:
Dynamic postponement design for crowdsourcing in open manufacturing: A hierarchical joint optimization approach. IISE Trans. 52(3): 255-275 (2020) - [j66]Roger Jianxin Jiao, Feng Zhou, Nagi Z. Gebraeel, Vincent G. Duffy:
Towards augmenting cyber-physical-human collaborative cognition for human-automation interaction in complex manufacturing and operational environments. Int. J. Prod. Res. 58(16): 5089-5111 (2020) - [j65]Liang Hou, Roger J. Jiao:
Data-informed inverse design by product usage information: a review, framework and outlook. J. Intell. Manuf. 31(3): 529-552 (2020) - [i1]Feng Zhou, Yangjian Ji, Roger Jianxin Jiao:
Emotional Design. CoRR abs/2010.03046 (2020)
2010 – 2019
- 2019
- [j64]Gang Du, Yi Xia, Roger J. Jiao, Xiaojie Liu:
Leader-follower joint optimization problems in product family design. J. Intell. Manuf. 30(3): 1387-1405 (2019) - [c21]Xuejian Gong, Shu Wang, Roger Jianxin Jiao:
An Efficient 2D Genetic Algorithm for Optimal Shift Planning Considering Daily-Wise Shift Formats: A Case of Airport Ground Staff Scheduling. IEEM 2019: 1440-1444 - 2018
- [j63]Dong Yang, Xiaohong Li, Roger J. Jiao, Bill Wang:
Decision support to product configuration considering component replenishment uncertainty: A stochastic programming approach. Decis. Support Syst. 105: 108-118 (2018) - [c20]Roger J. Jiao, James Y. Tsai:
Systems Analysis and Design of a Smart Traffic Service System for Predictive and Smarter Mobility and Safety in Roadway Work Zones. IEEM 2018: 1642-1646 - [c19]Tianyi Lu, Jun Du, Roger J. Jiao:
Operating Data-driven Predictive Analytics for Tele-diagnosis of Refrigeration Systems: A Case Study. IEEM 2018: 1647-1651 - 2017
- [j62]Feng Zhou, Bai Ying Lei, Yitao Liu, Roger Jianxin Jiao:
Affective parameter shaping in user experience prospect evaluation based on hierarchical Bayesian estimation. Expert Syst. Appl. 78: 1-15 (2017) - [j61]Feng Zhou, Roger Jianxin Jiao, Xi Jessie Yang, Bai Ying Lei:
Augmenting feature model through customer preference mining by hybrid sentiment analysis. Expert Syst. Appl. 89: 306-317 (2017) - [j60]Chenlu Miao, Gang Du, Roger J. Jiao, Tiebin Zhang:
Coordinated optimisation of platform-driven product line planning by bilevel programming. Int. J. Prod. Res. 55(13): 3808-3831 (2017) - [j59]Xiaojie Liu, Gang Du, Roger J. Jiao:
Bilevel joint optimisation for product family architecting considering make-or-buy decisions. Int. J. Prod. Res. 55(20): 5916-5941 (2017) - [j58]Cheng-Hung Lo, Chih-Hsing Chu, Hideyoshi Yanagisawa, Roger Jianxin Jiao:
Editorial: Scientific advances in product experience engineering. J. Intell. Manuf. 28(7): 1581-1584 (2017) - [j57]Roger J. Jiao, Feng Zhou, Chih-Hsing Chu:
Decision theoretic modeling of affective and cognitive needs for product experience engineering: key issues and a conceptual framework. J. Intell. Manuf. 28(7): 1755-1767 (2017) - [j56]Hao Li, Yangjian Ji, Liang Chen, Roger Jianxin Jiao:
Bi-Level Coordinated Configuration Optimization for Product-Service System Modular Design. IEEE Trans. Syst. Man Cybern. Syst. 47(3): 537-554 (2017) - 2016
- [j55]Shuang Ma, Gang Du, Roger Jianxin Jiao, Ruchuan Zhang:
Hierarchical game joint optimization for product family-driven modular design. J. Oper. Res. Soc. 67(12): 1496-1509 (2016) - [j54]Feng Zhou, Roger J. Jiao, Bai Ying Lei:
Bilevel Game-Theoretic Optimization for Product Adoption Maximization Incorporating Social Network Effects. IEEE Trans. Syst. Man Cybern. Syst. 46(8): 1047-1060 (2016) - 2015
- [j53]Yohanes Kristianto, Petri T. Helo, Roger Jianxin Jiao:
A system level product configurator for engineer-to-order supply chains. Comput. Ind. 72: 82-91 (2015) - [j52]Dong Yang, Roger Jianxin Jiao, Yangjian Ji, Gang Du, Petri Helo, Anna Valente:
Joint optimization for coordinated configuration of product families and supply chains by a leader-follower Stackelberg game. Eur. J. Oper. Res. 246(1): 263-280 (2015) - [j51]Feng Zhou, Roger Jianxin Jiao, Bai Ying Lei:
A linear threshold-hurdle model for product adoption prediction incorporating social network effects. Inf. Sci. 307: 95-109 (2015) - [c18]Feng Zhou, Roger J. Jiao:
Feature model augmentation with sentiment analysis for product line planning. IEEM 2015: 1689-1693 - [c17]Feng Zhou, Roger J. Jiao:
Latent customer needs elicitation for big-data analysis of online product reviews. IEEM 2015: 1850-1854 - 2014
- [j50]Gang Du, Roger J. Jiao, Mo Chen:
Joint optimization of product family configuration and scaling design by Stackelberg game. Eur. J. Oper. Res. 232(2): 330-341 (2014) - [j49]Feng Zhou, Xingda Qu, Roger Jianxin Jiao, Martin G. Helander:
Emotion Prediction from Physiological Signals: A Comparison Study Between Visual and Auditory Elicitors. Interact. Comput. 26(3): 285-302 (2014) - [j48]Feng Zhou, Yangjian Ji, Roger J. Jiao:
Augmented Affective-Cognition for Usability Study of In-Vehicle System User Interface. J. Comput. Inf. Sci. Eng. 14(2) (2014) - [j47]Feng Zhou, Yangjian Ji, Roger J. Jiao:
Prospect-Theoretic Modeling of Customer Affective-Cognitive Decisions Under Uncertainty for User Experience Design. IEEE Trans. Hum. Mach. Syst. 44(4): 468-483 (2014) - [c16]Sung J. Shim, Arun Kumar, Roger Jianxin Jiao:
A simulation study of RFID system for improving patient discharge process in a hospital. ICSAI 2014: 436-440 - [c15]Dong Yang, Roger J. Jiao:
Simultaneous configuration of product families and supply chains for mass customization using leader-follower game theory. IEEM 2014: 707-711 - [c14]Yitao Liu, Roger J. Jiao:
Energy Utilization Modeling and Simulation for Pulp and Paper Manufacturing Processes. CE 2014: 525-534 - [c13]Yitao Liu, Prashanth Irudayaraj, Feng Zhou, Roger J. Jiao, Joseph N. Goodman:
SysML-based Model Driven Discrete-Event Simulation. CE 2014: 617-626 - [c12]Feng Zhou, Yangjian Ji, Roger J. Jiao:
Predicting Product Adoption in Large Social Networks for Demand Estimation. CE 2014: 890-899 - 2013
- [j46]Linda L. Zhang, Roger Jianxin Jiao:
A graph rewriting system for process platform planning. Decis. Support Syst. 54(2): 1174-1191 (2013) - [j45]Chih-Hsing Chu, Weidong Li, Roger J. Jiao, Jack C. P. Su:
Design chain management: bridging the gap between engineering and management. J. Intell. Manuf. 24(3): 541-544 (2013) - [j44]Dazhong Wu, Linda L. Zhang, Roger Jianxin Jiao, Roberto F. Lu:
SysML-based design chain information modeling for variety management in production reconfiguration. J. Intell. Manuf. 24(3): 575-596 (2013) - [j43]Alex Ruderman, Seung-Kyum Choi, Roger J. Jiao:
Simulation-based conjoint ranking for optimal decision support process under aleatory uncertainty. J. Intell. Manuf. 24(3): 641-652 (2013) - [j42]Shana Smith, Roger Jianxin Jiao, Chih-Hsing Chu:
Editorial: advances in mass customization. J. Intell. Manuf. 24(5): 873-876 (2013) - [j41]Shana Smith, Gregory C. Smith, Roger Jianxin Jiao, Chih-Hsing Chu:
Mass customization in the product life cycle. J. Intell. Manuf. 24(5): 877-885 (2013) - [j40]Yohanes Kristianto, Petri Helo, Roger J. Jiao:
Mass customization design of engineer-to-order products using Benders' decomposition and bi-level stochastic programming. J. Intell. Manuf. 24(5): 961-975 (2013) - [j39]Feng Zhou, Yangjian Ji, Roger Jianxin Jiao:
Affective and cognitive design for mass personalization: status and prospect. J. Intell. Manuf. 24(5): 1047-1069 (2013) - [c11]Yitao Liu, Yangjian Ji, Roger Jianxin Jiao:
A Stackelberg Solution to Joint Optimization Problems: A Case Study of Green Design. CSER 2013: 333-342 - [c10]Feng Zhou, Roger Jianxin Jiao:
An improved user experience model with cumulative prospect theory. CSER 2013: 870-877 - 2012
- [j38]Ying Liu, Hui Zhang, Chunping Li, Roger Jianxin Jiao:
Workflow simulation for operational decision support using event graph through process mining. Decis. Support Syst. 52(3): 685-697 (2012) - [j37]Yohanes Kristianto, Petri Helo, Roger Jianxin Jiao, Maqsood Sandhu:
Adaptive fuzzy vendor managed inventory control for mitigating the Bullwhip effect in supply chains. Eur. J. Oper. Res. 216(2): 346-355 (2012) - [j36]Feng Zhou, Roger Jianxin Jiao, Qianli Xu, Koji Takahashi:
User Experience Modeling and Simulation for Product Ecosystem Design Based on Fuzzy Reasoning Petri Nets. IEEE Trans. Syst. Man Cybern. Part A 42(1): 201-212 (2012) - 2011
- [j35]Feng Zhou, Xingda Qu, Martin G. Helander, Roger Jianxin Jiao:
Affect prediction from physiological measures via visual stimuli. Int. J. Hum. Comput. Stud. 69(12): 801-819 (2011) - [j34]Qianli Xu, Feng Zhou, Roger Jianxin Jiao:
Affective-Cognitive Modeling for User Experience With Modular Colored Fuzzy Petri Nets. J. Comput. Inf. Sci. Eng. 11(1) (2011) - [j33]Feng Zhou, Jianxin Jiao, Songlin Chen, Daqing Zhang:
A Case-Driven Ambient Intelligence System for Elderly in-Home Assistance Applications. IEEE Trans. Syst. Man Cybern. Part C 41(2): 179-189 (2011) - [c9]Linda L. Zhang, Roger Jianxin Jiao:
Identifying mapping relationships between functions and technologies: An approach based on association rule mining. IEEM 2011: 1596-1601 - 2010
- [j32]Petri T. Helo, Q. L. Xu, Sami J. Kyllönen, Roger Jianxin Jiao:
Integrated Vehicle Configuration System - Connecting the domains of mass customization. Comput. Ind. 61(1): 44-52 (2010) - [j31]Zhiqiang Luo, Wenshu Luo, I-Ming Chen, Roger Jianxin Jiao, Henry Been-Lirn Duh:
Spatial Representation of a Virtual Room Space: Perspective and Vertical Movement. Int. J. Hum. Comput. Interact. 26(7): 661-674 (2010) - [j30]Feng Zhou, Roger Jianxin Jiao, Dirk Schaefer, Songlin Chen:
Hybrid Association Mining and Refinement for Affective Mapping in Emotional Design. J. Comput. Inf. Sci. Eng. 10(3) (2010) - [c8]Hui Zhang, Ying Liu, Chunping Li, Roger Jianxin Jiao:
A Novel Approach of Process Mining with Event Graph. KES (1) 2010: 131-140
2000 – 2009
- 2009
- [j29]Roger Jianxin Jiao, Qianli Xu, Zhang Wu, Ngai-Kheong Ng:
Coordinating product, process, and supply chain decisions: A constraint satisfaction approach. Eng. Appl. Artif. Intell. 22(7): 992-1004 (2009) - [j28]Qianli Xu, Xiao You, Lianfeng (Linda) Zhang, Roger Jianxin Jiao:
Modelling workflows and collaboration in virtual supply chains with nested modular Petri nets. Int. J. Comput. Appl. Technol. 36(3/4): 208-232 (2009) - [j27]Lianfeng (Linda) Zhang, Roger Jianxin Jiao:
Modeling production configuration using nested colored object-oriented Petri-nets with changeable structures. J. Intell. Manuf. 20(4): 359-378 (2009) - 2008
- [j26]Yongsheng Ma, Jianxin Jiao, Yimin Deng:
Web Service-oriented Electronic Catalogs for Product Customization. Concurr. Eng. Res. Appl. 16(4): 263-270 (2008) - [j25]Jianxin Jiao, Lianfeng Zhang, Y. Zhang, Shaligram Pokharel:
Association rule mining for product and process variety mapping. Int. J. Comput. Integr. Manuf. 21(1): 111-124 (2008) - 2007
- [j24]Jianxin Jiao, John K. Gershenson, Jeremy J. Michalek:
Managing Modularity and Commonality in Product and Process Development. Concurr. Eng. Res. Appl. 15(2): 81-83 (2007) - [j23]Roger Jianxin Jiao, Yiyang Zhang, Yi Wang:
A heuristic genetic algorithm for product portfolio planning. Comput. Oper. Res. 34(6): 1777-1799 (2007) - [j22]Roger Jianxin Jiao, Lianfeng (Linda) Zhang, Shaligram Pokharel, Zhen He:
Identifying generic routings for product families based on text mining and tree matching. Decis. Support Syst. 43(3): 866-883 (2007) - [j21]Yiyang Zhang, Roger Jianxin Jiao:
An associative classification-based recommendation system for personalization in B2C e-commerce applications. Expert Syst. Appl. 33(2): 357-367 (2007) - [j20]Yiyang Zhang, Roger Jianxin Jiao:
A web-based product portfolio decision support system. Int. J. Manuf. Technol. Manag. 11(3/4): 296-314 (2007) - [j19]Roger Jianxin Jiao, Timothy W. Simpson, Zahed Siddique:
Guest Editorial. J. Intell. Manuf. 18(1): 1-3 (2007) - [j18]Roger Jianxin Jiao, Timothy W. Simpson, Zahed Siddique:
Product family design and platform-based product development: a state-of-the-art review. J. Intell. Manuf. 18(1): 5-29 (2007) - [j17]Roger Jianxin Jiao, Yiyang Zhang, Yi Wang:
A generic genetic algorithm for product family design. J. Intell. Manuf. 18(2): 233-247 (2007) - [j16]Jianxin Jiao, Lianfeng (Linda) Zhang, Shaligram Pokharel:
Process Platform Planning for Variety Coordination From Design to Production in Mass Customization Manufacturing. IEEE Trans. Engineering Management 54(1): 112-129 (2007) - [c7]Roger Jianxin Jiao, Qianli Xu, Jun Du:
Affective Human Factors Design with Ambient Intelligence. AmI Workshops 2007: 301-313 - 2006
- [j15]Roger Jianxin Jiao, Chun-Hsien Chen, Clive Kerr:
Customer Requirement Management in Product Development. Concurr. Eng. Res. Appl. 14(3): 169-171 (2006) - [j14]Roger Jianxin Jiao, Chun-Hsien Chen:
Customer Requirement Management in Product Development: A Review of Research Issues. Concurr. Eng. Res. Appl. 14(3): 173-185 (2006) - [j13]Roger Jianxin Jiao, Martin G. Helander:
Development of an electronic configure-to-order platform for customized product development. Comput. Ind. 57(3): 231-244 (2006) - [j12]Roger Jianxin Jiao, Yiyang Zhang, Martin G. Helander:
A Kansei mining system for affective design. Expert Syst. Appl. 30(4): 658-673 (2006) - [c6]Jun Du, Yuanyuan Jiao, Jianxin Jiao:
A JDF-based Framework of Computer Integrated Printing Manufacturing. ICARCV 2006: 1-7 - [c5]Lianfeng Zhang, Xiao You, Jianxin Jiao, Petri Helo:
Modeling Supply Chain Configuration Based on Colored Petri Nets. ICARCV 2006: 1-6 - [c4]Roger Jianxin Jiao, Ching Moi Lim, Arun Kumar:
Product Family Design Based on Real Options Valuation. CE 2006: 671-678 - 2005
- [j11]Jianxin Jiao, Yiyang Zhang:
Product portfolio identification based on association rule mining. Comput. Aided Des. 37(2): 149-172 (2005) - [c3]Roger Jianxin Jiao, Martin G. Helander, Lianfeng Zhang:
Web-Based Configure-to-Order Platform for Collaborative Development of Customized Products. CW 2005: 51-58 - 2004
- [j10]George Q. Huang, Roger Jianxin Jiao, Mitchell M. Tseng:
Special Issue: Platform product development for mass customization. Artif. Intell. Eng. Des. Anal. Manuf. 18(1): 1-2 (2004) - [j9]Jianxin Jiao, Mitchell M. Tseng:
Customizability analysis in design for mass customization. Comput. Aided Des. 36(8): 745-757 (2004) - [j8]Roger Jianxin Jiao, George G. Q. Huang, Mitchell M. Tseng:
Concurrent Enterprising for Mass Customization. Concurr. Eng. Res. Appl. 12(2): 83-88 (2004) - 2003
- [j7]Jianxin Jiao, Alan Chee Guan Lee, Kee Min Chin, Chia Shian Chang, Qinhai Ma:
BPR-based information systems planning for e-logistics: a case study. Int. J. Serv. Technol. Manag. 4(4/5/6): 384-407 (2003) - [c2]Yi Wang, Jianxin Jiao:
Product Family Configuration Design Evaluation. MCPC 2003: 13:1-13:20 - [c1]Jianxin Jiao, Lianfeng Zhang, Shaligram Pokharel:
Process Platform Planning for Mass Customization. MCPC 2003: 33:1-33:35 - 2002
- [j6]Xuehong Du, Jianxin Jiao, Mitchell M. Tseng:
Product family modeling and design support: An approach based on graph rewriting systems. Artif. Intell. Eng. Des. Anal. Manuf. 16(2): 103-120 (2002) - [j5]Xuehong Du, Jianxin Jiao, Mitchell M. Tseng:
Graph Grammar Based Product Family Modeling. Concurr. Eng. Res. Appl. 10(2): 113-128 (2002) - 2001
- [j4]Xuehong Du, Jianxin Jiao, Mitchell M. Tseng:
Architecture of Product Family: Fundamentals and Methodology. Concurr. Eng. Res. Appl. 9(4): 309-325 (2001) - 2000
- [j3]Jianxin Jiao, Mitchell M. Tseng, Qinhai Ma, Yi Zou:
Generic Bill-of-Materials-and-Operations for High-Variety Production Management. Concurr. Eng. Res. Appl. 8(4): 297-321 (2000)
1990 – 1999
- 1999
- [j2]Jianxin Jiao, Mitchell M. Tseng:
A methodology of developing product family architecture for mass customization. J. Intell. Manuf. 10(1): 3-20 (1999) - 1998
- [j1]Mitchell M. Tseng, Roger Jianxin Jiao:
Concurrent design for mass customization. Bus. Process. Manag. J. 4(1): 10-24 (1998)
Coauthor Index
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