On the use of simulation as a Big Data semantic validator for supply chain management
暂无分享,去创建一个
Luís M. S. Dias | Maribel Yasmina Santos | José A. Oliveira | António A. C. Vieira | António Ac Vieira | Guilherme A. Pereira | J. A. Oliveira | L. Dias | G. Pereira | M. Y. Santos
[1] Hans-Georg Kemper,et al. Application-Pull and Technology-Push as Driving Forces for the Fourth Industrial Revolution , 2014 .
[2] Markus Rabe,et al. A Reinforcement Learning approach for a Decision Support System for logistics networks , 2015, 2015 Winter Simulation Conference (WSC).
[3] Jorge Bernardino,et al. A Survey on Data Quality: Classifying Poor Data , 2015, 2015 IEEE 21st Pacific Rim International Symposium on Dependable Computing (PRDC).
[4] Maribel Yasmina Santos,et al. Evaluating Several Design Patterns and Trends in Big Data Warehousing Systems , 2018, CAiSE.
[5] David Simchi-Levi,et al. Identifying Risks and Mitigating Disruptions in the Automotive Supply Chain , 2015, Interfaces.
[6] Luís M. S. Dias,et al. Discrete simulation software ranking — A top list of the worldwide most popular and used tools , 2016, 2016 Winter Simulation Conference (WSC).
[7] Soumendra Mohanty,et al. Big Data Imperatives: Enterprise Big Data Warehouse, BI Implementations and Analytics , 2013 .
[8] Chetan Gupta,et al. Fair, effective, efficient and differentiated scheduling in an enterprise data warehouse , 2009, EDBT '09.
[9] Philip M. Kaminsky,et al. Designing and managing the supply chain : concepts, strategies, and case studies , 2007 .
[10] N. P. Kavya,et al. Trend Analysis of E-Commerce Data using Hadoop Ecosystem , 2016 .
[11] Jörn-Henrik Thun,et al. An empirical analysis of supply chain risk management in the German automotive industry , 2011 .
[12] Maribel Yasmina Santos,et al. The SusCity Big Data Warehousing Approach for Smart Cities , 2017, IDEAS.
[13] Luís M. S. Dias,et al. Simulation model generation for warehouse management: case study to test different storage strategies , 2018 .
[14] L. Monostori,et al. Generic data structure and validation methodology for simulation of manufacturing systems , 2016, Int. J. Comput. Integr. Manuf..
[15] Ozgur Koray Sahingoz,et al. Using Agent Based Modeling and Simulation for Data Mining , 2012, ICONIP.
[16] Pedro M. Domingos. A few useful things to know about machine learning , 2012, Commun. ACM.
[17] Sunil Tiwari,et al. Big data analytics in supply chain management between 2010 and 2016: Insights to industries , 2018, Comput. Ind. Eng..
[18] Luís M. S. Dias,et al. Comparison of SIMIO and ARENA simulation tools , 2014 .
[19] Zheng Shao,et al. Hive - a petabyte scale data warehouse using Hadoop , 2010, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010).
[20] Maribel Yasmina Santos,et al. Setting an Industry 4.0 Research and Development Agenda for Simulation – a Literature Review , 2018, International Journal of Simulation Modelling.
[21] Scott J. Mason,et al. Integrated cost optimization in a two-stage, automotive supply chain , 2016, Comput. Oper. Res..
[22] J. Alberto Espinosa,et al. Big Data: Issues and Challenges Moving Forward , 2013, 2013 46th Hawaii International Conference on System Sciences.
[23] Paul Zikopoulos,et al. Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data , 2011 .
[24] Peter Nyhuis,et al. Simulation based comparison of safety-stock calculation methods , 2012 .
[25] Benoit Gaudou,et al. To Calibrate & Validate an Agent-based Simulation Model - An Application of the Combination Framework of BI Solution & Multi-agent Platform , 2014, ICAART.
[26] Zheng Shao,et al. Data warehousing and analytics infrastructure at facebook , 2010, SIGMOD Conference.
[27] Sean D Dessureault,et al. Simulation-based decision support system for sustainable coalmining operations , 2012 .
[28] Diane M. Strong,et al. Beyond Accuracy: What Data Quality Means to Data Consumers , 1996, J. Manag. Inf. Syst..
[29] Anders Skoogh,et al. Data quality problems in discrete event simulation of manufacturing operations , 2018, Simul..
[30] Jan Fabian Ehmke,et al. Interactive analysis of discrete-event logistics systems with support of a data warehouse , 2011, Comput. Ind..
[31] Raymond Gardiner Goss,et al. Heading towards big data building a better data warehouse for more data, more speed, and more users , 2013, ASMC 2013 SEMI Advanced Semiconductor Manufacturing Conference.
[32] Robert G. Sargent,et al. Validation and verification of simulation models , 1999, Proceedings of the 2004 Winter Simulation Conference, 2004..
[33] Arthur J. Koehler,et al. A Bayesian simulation approach for supply chain synchronization , 2016, 2017 Winter Simulation Conference (WSC).
[34] Arpan Kumar Kar,et al. Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature , 2017, Global Journal of Flexible Systems Management.
[35] Benoit Gaudou,et al. An implementation of framework of business intelligence for agent-based simulation , 2013, SoICT '13.
[36] Benoit Gaudou,et al. CFBM - A Framework for Data Driven Approach in Agent-Based Modeling and Simulation , 2016, ICTCC.
[37] Eleonora Bottani,et al. Reengineering, Simulation and Data Analysis of an RFID System , 2008, J. Theor. Appl. Electron. Commer. Res..
[38] Tillal Eldabi,et al. Simulation in manufacturing and business: A review , 2010, Eur. J. Oper. Res..
[39] Ray Y. Zhong,et al. Big Data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives , 2016, Comput. Ind. Eng..
[40] Maribel Yasmina Santos,et al. A Big Data system supporting Bosch Braga Industry 4.0 strategy , 2017, Int. J. Inf. Manag..
[41] Luís M. S. Dias,et al. Data Requirements Elicitation in Big Data Warehousing , 2018, EMCIS.
[42] Maribel Yasmina Santos,et al. Efficient Big Data Modelling and Organization for Hadoop Hive-Based Data Warehouses , 2017, EMCIS.
[43] Maribel Yasmina Santos,et al. Evaluating partitioning and bucketing strategies for Hive-based Big Data Warehousing systems , 2019, Journal of Big Data.
[44] K. D. Joshi,et al. Data Cleansing Decisions: Insights from Discrete-Event Simulations of Firm Resources and Data Quality , 2012, J. Organ. Comput. Electron. Commer..
[45] Maribel Yasmina Santos,et al. Fast Online Analytical Processing for Big Data Warehousing , 2018, 2018 International Conference on Intelligent Systems (IS).
[46] Samir Dani,et al. Supply Chain Risk Management: Present and Future Scope , 2012 .
[47] Samuel Madden,et al. From Databases to Big Data , 2012, IEEE Internet Comput..