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Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence AI

Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence  AI
  • Author : Calvin Wong
  • Publsiher : Elsevier
  • Release : 24 January 2013
  • ISBN : 0857097849
  • Pages : 256 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKOptimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence AI

Summary:
Practitioners in apparel manufacturing and retailing enterprises in the fashion industry, ranging from senior to front line management, constantly face complex and critical decisions. There has been growing interest in the use of artificial intelligence (AI) techniques to enhance this process, and a number of AI techniques have already been successfully applied to apparel production and retailing. Optimizing decision making in the apparel supply chain using artificial intelligence (AI): From production to retail provides detailed coverage of these techniques, outlining how they are used to assist decision makers in tackling key supply chain problems. Key decision points in the apparel supply chain and the fundamentals of artificial intelligence techniques are the focus of the opening chapters, before the book proceeds to discuss the use of neural networks, genetic algorithms, fuzzy set theory and extreme learning machines for intelligent sales forecasting and intelligent product cross-selling systems. Helps the reader gain an understanding of the key decision points in the apparel supply chain Discusses the fundamentals of artificial intelligence techniques for apparel management techniques Considers the use of neural networks in selecting the location of apparel manufacturing plants


Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)

Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)
  • Author : Calvin Wong,Z. X. Guo,S Y S Leung
  • Publisher : Elsevier
  • Release : 24 January 2013
GET THIS BOOKOptimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)

Practitioners in apparel manufacturing and retailing enterprises in the fashion industry, ranging from senior to front line management, constantly face complex and critical decisions. There has been growing interest in the use of artificial intelligence (AI) techniques to enhance this process, and a number of AI techniques have already been successfully applied to apparel production and retailing. Optimizing decision making in the apparel supply chain using artificial intelligence (AI): From production to retail provides detailed coverage of these techniques, outlining


Artificial Intelligence for Fashion Industry in the Big Data Era

Artificial Intelligence for Fashion Industry in the Big Data Era
  • Author : Sébastien Thomassey,Xianyi Zeng
  • Publisher : Springer
  • Release : 22 June 2018
GET THIS BOOKArtificial Intelligence for Fashion Industry in the Big Data Era

This book provides an overview of current issues and challenges in the fashion industry and an update on data-driven artificial intelligence (AI) techniques and their potential implementation in response to those challenges. Each chapter starts off with an example of a data-driven AI technique on a particular sector of the fashion industry (design, manufacturing, supply or retailing), before moving on to illustrate its implementation in a real-world application


Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies

Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies
  • Author : Calvin Wong,Z. X. Guo
  • Publisher : Elsevier
  • Release : 16 February 2014
GET THIS BOOKFashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies

Fashion Supply Chain Management Using Radio Frequency Identification (RFID) Technologies looks at the application of RFID technologies in such areas as order allocation, garment manufacturing, product tracking, distribution and retail. As supply chains in the textiles and fashion industry become ever more complex and global, and as the shift to mass customization puts more pressure on a rapid and flexible response to customer needs, monitoring and improving supply chain efficiency in the industry becomes crucial. Radio frequency identification (RFID) technologies


Business Models and ICT Technologies for the Fashion Supply Chain

Business Models and ICT Technologies for the Fashion Supply Chain
  • Author : Rinaldo Rinaldi,Romeo Bandinelli
  • Publisher : Springer
  • Release : 10 February 2017
GET THIS BOOKBusiness Models and ICT Technologies for the Fashion Supply Chain

This book presents high-quality original contributions on the fashion supply chain. A wide spectrum of application domains are covered, processing of big data coming from digital and social media channels, fashion new product development, fashion design, fashion marketing and communication strategy, business models and entrepreneurship, e-commerce and omni-channel management, corporate social responsibility, new materials for fashion product, wearable technologies. The contents are based on presentations delivered at IT4Fashion 2016, the 6th International Conference in Business Models and ICT Technologies for


Applications of Computer Vision in Fashion and Textiles

Applications of Computer Vision in Fashion and Textiles
  • Author : Calvin Wong
  • Publisher : Woodhead Publishing
  • Release : 20 October 2017
GET THIS BOOKApplications of Computer Vision in Fashion and Textiles

Applications of Computer Vision in Fashion and Textiles provides a systematic and comprehensive discussion of three key areas that are taking advantage of developments in computer vision technology, namely textile defect detection and quality control, fashion recognition and 3D modeling, and 2D and 3D human body modeling for improving clothing fit. It introduces the fundamentals of computer vision techniques for fashion and textile applications, also reviewing computer vision techniques for textile quality control, including chapters on wavelet transforms, Gibor filters,


Intelligent Decision-making Models for Production and Retail Operations

Intelligent Decision-making Models for Production and Retail Operations
  • Author : Zhaoxia Guo
  • Publisher : Springer
  • Release : 27 June 2016
GET THIS BOOKIntelligent Decision-making Models for Production and Retail Operations

This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used


Artificial Intelligence on Fashion and Textiles

Artificial Intelligence on Fashion and Textiles
  • Author : Wai Keung Wong
  • Publisher : Springer
  • Release : 13 October 2018
GET THIS BOOKArtificial Intelligence on Fashion and Textiles

The book includes the Proceedings of the Artificial Intelligence on Fashion and Textiles conference 2018 which provides state-of-the-art techniques and applications of AI in the fashion and textile industries. It is essential reading for scientists, researchers and R&D professionals working in the field of AI with applications in the fashion and textile industry; managers in the fashion and textile enterprises; and anyone with an interest in the applications of AI. Over the last two decades, with the great advancement of


Information Systems for the Fashion and Apparel Industry

Information Systems for the Fashion and Apparel Industry
  • Author : Tsan-Ming Jason Choi
  • Publisher : Woodhead Publishing
  • Release : 13 April 2016
GET THIS BOOKInformation Systems for the Fashion and Apparel Industry

Information Systems for the Fashion and Apparel Industry brings together trends and developments in fashion information systems, industrial case-studies, and insights from an international team of authors. The fashion and apparel industry is fast-growing and highly influential. Computerized information systems are essential to support fashion business operations and recent developments in social media, mobile commerce models, radio frequency identification (RFID) technologies, and ERP systems are all driving innovative business measures in the industry. After an introductory chapter outlining key decision


Competing in the Age of AI

Competing in the Age of AI
  • Author : Marco Iansiti,Karim R. Lakhani
  • Publisher : Harvard Business Press
  • Release : 07 January 2020
GET THIS BOOKCompeting in the Age of AI

"a provocative new book" -- The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive


Proceedings

Proceedings
  • Author : American Association for Artificial Intelligence
  • Publisher : Menlo Park, Calif. : AAAI Press ; MIT Press
  • Release : 25 February 2021
GET THIS BOOKProceedings

The annual AAAI National Conference provides a forum for information exchange and interaction among researchers from all disciplines of AI. Contributions include theoretical, experimental and empirical results. Topics cover principles of cognition, perception and action; the design, application and evaluation of AI algorithms and systems; architectures and frameworks for classses of AI systems; and analyses of tasks and domains in which intelligent systems perform. The Innovative Applications Conference highlights successful application of AI technology and explores issues, methods and lessons



Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making
  • Author : Cengiz Kahraman,Selcuk Cebi,Sezi Cevik Onar,Basar Oztaysi,A. Cagri Tolga,Irem Ucal Sari
  • Publisher : Springer
  • Release : 05 July 2019
GET THIS BOOKIntelligent and Fuzzy Techniques in Big Data Analytics and Decision Making

This book includes the proceedings of the Intelligent and Fuzzy Techniques INFUS 2019 Conference, held in Istanbul, Turkey, on July 23–25, 2019. Big data analytics refers to the strategy of analyzing large volumes of data, or big data, gathered from a wide variety of sources, including social networks, videos, digital images, sensors, and sales transaction records. Big data analytics allows data scientists and various other users to evaluate large volumes of transaction data and other data sources that traditional business systems would be


Optimization in Machine Learning and Applications

Optimization in Machine Learning and Applications
  • Author : Anand J. Kulkarni,Suresh Chandra Satapathy
  • Publisher : Springer Nature
  • Release : 29 November 2019
GET THIS BOOKOptimization in Machine Learning and Applications

This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights,


Machine Learning for Decision Makers

Machine Learning for Decision Makers
  • Author : Patanjali Kashyap
  • Publisher : Apress
  • Release : 04 January 2018
GET THIS BOOKMachine Learning for Decision Makers

Take a deep dive into the concepts of machine learning as they apply to contemporary business and management. You will learn how machine learning techniques are used to solve fundamental and complex problems in society and industry. Machine Learning for Decision Makers serves as an excellent resource for establishing the relationship of machine learning with IoT, big data, and cognitive and cloud computing to give you an overview of how these modern areas of computing relate to each other. This


Uncertainty Modelling in Knowledge Engineering and Decision Making

Uncertainty Modelling in Knowledge Engineering and Decision Making
  • Author : Xianyi Zeng,Jie Lu,Etienne E Kerre,Luis Martinez,Ludovic Koehl
  • Publisher : World Scientific
  • Release : 14 July 2016
GET THIS BOOKUncertainty Modelling in Knowledge Engineering and Decision Making

FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to include Computational Intelligence for applied research. The contributions to the 12th of FLINS conference cover state-of-the-art research, development, and technology for computational intelligence systems, both from the foundations and the applications points-of-view.