4.7 Review

Intelligent cost estimation by machine learning in supply management: A structured literature review

Related references

Note: Only part of the references are listed.
Article Economics

Valuation and pricing of software licenses to support supplier-buyer negotiations: A case study in the automotive industry

Frank Bodendorf et al.

Summary: Licensed standard software can be replicated at near zero cost, posing challenges for purchasing and cost managers. A model is introduced to evaluate software prices and support negotiation with suppliers. Practical application of the conjoint model suggests realistic purchase prices.

MANAGERIAL AND DECISION ECONOMICS (2021)

Review Operations Research & Management Science

Big data in humanitarian supply chain management: a review and further research directions

Shivam Gupta et al.

ANNALS OF OPERATIONS RESEARCH (2019)

Article Operations Research & Management Science

Back in business: operations research in support of big data analytics for operations and supply chain management

Benjamin T. Hazen et al.

ANNALS OF OPERATIONS RESEARCH (2018)

Review Multidisciplinary Sciences

An overview of multi-task learning

Yu Zhang et al.

NATIONAL SCIENCE REVIEW (2018)

Article Engineering, Industrial

Data-driven cost estimation for additive manufacturing in cybermanufacturing

Siu L. Chan et al.

JOURNAL OF MANUFACTURING SYSTEMS (2018)

Article Environmental Sciences

Retrieval of fractional snow covered area from MODIS data by multivariate adaptive regression splines

Semih Kuter et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Article Operations Research & Management Science

Robust optimization in spline regression models for multi-model regulatory networks under polyhedral uncertainty

Ayse Ozmen et al.

OPTIMIZATION (2017)

Article Operations Research & Management Science

Voxel-MARS: a method for early detection of Alzheimer's disease by classification of structural brain MRI

Alper Cevik et al.

ANNALS OF OPERATIONS RESEARCH (2017)

Review Computer Science, Interdisciplinary Applications

A review of cost estimation models for determining assembly automation level

A. Salmi et al.

COMPUTERS & INDUSTRIAL ENGINEERING (2016)

Article Engineering, Industrial

Comparison of Machine Learning methods applied to the estimation of manufacturing cost of jet engine components

Jean-Loup Loyer et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2016)

Article Computer Science, Artificial Intelligence

A computational approach to nonparametric regression: bootstrapping CMARS method

Ceyda Yazici et al.

MACHINE LEARNING (2015)

Article Environmental Sciences

Precipitation Modeling by Polyhedral RCMARS and Comparison with MARS and CMARS

Ayse Ozmen et al.

ENVIRONMENTAL MODELING & ASSESSMENT (2014)

Article Computer Science, Artificial Intelligence

Artificial neural networks for the cost estimation of stamping dies

Burcu Ozcan et al.

NEURAL COMPUTING & APPLICATIONS (2014)

Article Computer Science, Interdisciplinary Applications

A collaborative and artificial intelligence approach for semiconductor cost forecasting

Toly Chen

COMPUTERS & INDUSTRIAL ENGINEERING (2013)

Article Computer Science, Artificial Intelligence

Cost estimation of plastic injection molding parts through integration of PSO and BP neural network

H. S. Wang et al.

EXPERT SYSTEMS WITH APPLICATIONS (2013)

Article Operations Research & Management Science

The new robust conic GPLM method with an application to finance: prediction of credit default

Ayse Ozmen et al.

JOURNAL OF GLOBAL OPTIMIZATION (2013)

Article Engineering, Multidisciplinary

Reduced Multivariate Polynomial Model for Manufacturing Costs Estimation of Piping Elements

Nibaldo Rodriguez et al.

MATHEMATICAL PROBLEMS IN ENGINEERING (2013)

Article Computer Science, Interdisciplinary Applications

Application of machine learning methods to cost estimation of product life cycle

Tsung-Han Yeh et al.

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (2012)

Article Engineering, Multidisciplinary

CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization

Gerhard-Wilhelm Weber et al.

INVERSE PROBLEMS IN SCIENCE AND ENGINEERING (2012)

Article Engineering, Industrial

Detailed cost estimating in the automotive industry: Data and information requirements

R. Roy et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2011)

Article Engineering, Industrial

Using least squares support vector machines for the airframe structures manufacturing cost estimation

S. Deng et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2011)

Article Management

Supply chain collaboration: Impact on collaborative advantage and firm performance

Mei Cao et al.

JOURNAL OF OPERATIONS MANAGEMENT (2011)

Article Engineering, Industrial

Cost estimation for sheet metal parts using multiple regression and artificial neural networks: A case study

B. Verlinden et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2008)

Article Engineering, Industrial

Artificial neural networks as cost engineering methods in a collaborative manufacturing environment

Qing Wang

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2007)

Article Computer Science, Interdisciplinary Applications

A learning algorithm based estimation method for maintenance cost of product concepts

Kwang-Kyu Seo et al.

COMPUTERS & INDUSTRIAL ENGINEERING (2006)

Review Engineering, Manufacturing

Product cost estimation: Technique classification and methodology review

Adnan Niazi et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2006)

Article Computer Science, Artificial Intelligence

Application of a hybrid genetic algorithm and neural network approach in activity-based costing

KJ Kim et al.

EXPERT SYSTEMS WITH APPLICATIONS (2003)

Article Computer Science, Artificial Intelligence

Benchmarking attribute selection techniques for discrete class data mining

MA Hall et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2003)

Article Computer Science, Artificial Intelligence

Dimensionality reduction using genetic algorithms

ML Raymer et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2000)

Article Engineering, Industrial

Neural networks for cost estimation: simulations and pilot application

J Bode

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2000)