|
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
|
