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Table 8 ᅟ

From: Big data in manufacturing: a systematic mapping study

Publication Title Year Classification
IEEE International Conference on Industrial Engineering and Engineering Management Maintenance behaviour-based prediction system using data mining 2009 Architecture
Journal of Systems Science and Systems Engineering The next industrial revolution: Integrated services and goods 2012 Theory
Procedia CIRP An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants 2012 Theory
ASME International Mechanical Engineering Congress and Exposition Cultivating emerging and black swan technologies 2012 Methodology
Journal of the Chinese Institute of Industrial Engineers Manufacturing intelligence for early warning of key equipment excursion for advanced equipment control in semiconductor manufacturing 2012 Process
The International Society for Optical Engineering A distributed big data storage and data mining framework for solar-generated electricity quantity forecasting 2012 Platform
ASME International Mechanical Engineering Congress and Exposition Next generation technologies for improving product planning and development - An industry perspective 2013 Theory
Database Systems Journal About Big Data and its Challenges and Benefits in Manufacturing 2013 Theory
Lecture Notes in Computer Science Big data challenges in industrial automation 2013 Theory
Manufacturing Letters Recent advances and trends in predictive manufacturing systems in big data environment 2013 Theory
AUTOTESTCON Using big data and predictive machine learning in aerospace test environments 2013 Model
Journal of Business Logistics Click Here for a Data Scientist: Big Data, Predictive Analytics, and Theory Development in the Era of a Maker Movement Supply Chain 2013 Model
Procedia CIRP Wavelet based De-noising in Manufacturing and in Business 2013 Model
Annual Symposium on Cloud Computing Compiling machine learning algorithms with systemML 2013 Platform
Applied Mechanics and Materials Cloud Service Platform for Big Data of Manufacturing 2013 Platform
IEEE 14th International Symposium on ”A World of Wireless, Mobile and Multimedia Networks Enhanced multi-domain access control for secure mobile collaboration through Linked Data cloud in manufacturing 2013 Platform
Advanced Semiconductor Manufacturing Conference Heading towards big data building a better data warehouse for more data, more speed, and more users 2013 Process
Advanced Semiconductor Manufacturing Conference Leveraging applied materials TechEdge Prizm™ for advanced lithography process control 2013 Process
IEEE Transactions on Biomedical Engineering Grand challenge: applying regulatory science and big data to improve medical device innovation 2013 Process
International Conference on Computers and Industrial Engineering Mining logistics trajectory knowledge from RFID-enabled production big data 2013 Process
IEEE International Conference on Big Data A system architecture for manufacturing process analysis based on big data and process mining techniques 2014 Architecture
IEEE International Conference on Big Data Advanced planning and control of manufacturing processes in steel industry through big data analytics: Case study and architecture proposal 2014 Architecture
IEEE International Congress on Big Data Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process Industry 2014 Architecture
IEEE International Congress on Big Data Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process Industry 2014 Architecture
Lecture Notes in Computer Science Energy data analytics towards energy-efficient operations for industrial and commercial consumers 2014 Architecture
Lecture Notes in Informatics Realizing the predictive enterprise through intelligent process predictions based on big data analytics: A case study and architecture proposal 2014 Architecture
Fall Simulation Interoperability Workshop PMML in manufacturing applications 2014 Framework
IEEE International Conference on Big Data Towards a domain-specific framework for predictive analytics in manufacturing 2014 Framework
IEEE International Conference on Big Data Big automotive data: leveraging large volumes of data for knowledge-driven product development 2014 Framework
IEEE International Conference on System Science and Engineering Network manufacturing in the big data environment 2014 Framework
IEEE Transactions on Semiconductor Manufacturing A Framework for Root Cause Detection of Sub-Batch Processing System for Semiconductor Manufacturing Big Data Analytics 2014 Framework
International Conference on Biomedical Engineering and Informatics A framework for management of massive knowledge in cloud environment 2014 Framework
International Conference on Information Fusion Prescriptive information fusion 2014 Framework
International Journal of Computational Intelligence Systems A data mining approach for analyzing semiconductor MES and FDC data to enhance overall usage effectiveness (OUE) 2014 Framework
Key Engineering Materials Modeling for global management of complex product subject data oriented at big-data 2014 Framework
Applied Mechanics and Materials Investigation of the Datamation of Manufacturing Industrial Chain in the Big Data Era 2014 Theory
Applied Mechanics and Materials Data flow analysis on 3D printing for distributed manufacturing information system 2014 Theory
IEEE International Conference on Big Data Big data predictive analtyics for proactive semiconductor equipment maintenance 2014 Theory
IEEE International Parallel & Distributed Processing Symposium Machine-Learning-Based Identification of Defect Patterns in Semiconductor Wafer Maps: An Overview and Proposal 2014 Theory
IIE Annual Conference and Expo 2014 Integration of reliability, service and renewables for sustainable manufacturing initiatives 2014 Theory
InTech Industrial big data analytics: The present and future 2014 Theory
Journal of Business Logistics Supply chain game changers-mega, nano, and virtual trends-and forces that impede supply chain design (i.e., Building a Winning Team) 2014 Theory
Journal of Business Logistics The supply chain becomes the demand chain 2014 Theory
Procedia CIRP Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment 2014 Theory
IEEE International Conference on Mechatronics and Automa Error correction of optical path component manufacture for Fiber Optic Gyroscope using SVM and Monte Carlo 2014 Methodology
Winter Simulation Conference Data analytics using simulation for smart manufacturing 2014 Methodology
Applied Stochastic Models in Business and Industry Modeling and analyzing semiconductor yield with generalized linear mixed models 2014 Model
International Journal of Simulation Source of the Document International Journal of Simulation Modelling Batch task scheduling-oriented optimization modelling and simulation in cloud manufacturing 2014 Model
IPC APEX EXPO 2014 Enhancing visibility and agility in the electronics manufacturing supply chain 2014 Model
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Applying data mining techniques to address critical process optimization needs in advanced manufacturing 2014 Platform
Procedia CIRP A Solution for Information Management in Logistics Operations of Modern Manufacturing Chains 2014 Platform
IEEE International Conference on Computer Supported Cooperative Work in Design A big data cleansing approach for n-dimensional RFID-Cuboids 2014 Process
Lecture Notes in Business Information Processing Developing Data Analytics to Improve Services in a Mechanical Engineering Company 2014 Process
Neural Computing and Applications Large, high-dimensional, heterogeneous multi-sensor data analysis approach for process yield optimization in polymer film industry 2014 Process
Winter Simulation Conference Simulation for dedicated line small lot size manufacturing 2014 Process
Winter Simulation Conference Virtual factory revisited for manufacturing data analytics 2014 Theory
Journal of Digital Convergance An Exploratory Study on Application Plan of Big Data to Manufacturing Execution System 2014 Theory
Procedia CIRP Short-term Cyber-physical Production Management 2014 Theory
Solid State Device Research Conference The Factory Integration Roadmap in Semiconductor manufacturing 2014 Theory
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Applying data mining techniques to address critical process optimization needs in advanced manufacturing 2014 Platform
Euro Med Telco Conference - From Network Infrastructures to Network Fabric: Revolution at the Edges Cloud based system for measurement data management in large scale electronic production 2014 Platform
IEEE International Conference on Service Operations and Logistics, and Informatics ACP approach based intelligent quality management system for manufacturing processes 2014 Platform
IEEE International Conference on Service Operations and Logistics, and Informatics ACP approach based intelligent quality management system for manufacturing processes 2014 Platform
IEEE World Congress on Services Cloud Computing for Big Data Entrepreneurship in the Supply Chain: Using SAP HANA for Pharmaceutical Track-and-Trace Analytics 2014 Platform
Procedia CIRP Predictive Analytics Model for Power Consumption in Manufacturing 2014 Platform
The International Society for Optical Engineering New techniques in large scale metrology toolset data mining to accelerate integrated chip technology development and increase manufacturing efficiencies 2014 Platform
IEEE International Conference on Big Data Toward smart manufacturing using decision analytics 2014 Tool
Winter Simulation Conference Big data in daily manufacturing operations 2014 Tool
International Journal of Production Economics A big data approach for logistics trajectory discovery from RFID-enabled production data 2015 Architecture
Manufacturing Letters A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems 2015 Architecture
International Journal of Production Economics Managing a Big Data project: The case of Ramco Cements Limited 2015 Framework
International Journal of Production Economics The value of Big Data in servitization 2015 Framework
International Journal of Production Economics Insights from hashtag #supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research 2015 Framework
Studies in Computational Intelligence Manufacturing Cyber-Physical Systems Enabled by Complex Event Processing and Big Data Environments: A Framework for Development 2015 Framework
Studies in Computational Intelligence Manufacturing Operations, Internet of Things, and Big Data: Towards Predictive Manufacturing Systems 2015 Theory