Verfügbarkeit: Intelligent Fashion Forecasting Systems: Models and Applications

Intelligent Fashion Forecasting Systems: Models and Applications:

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Bibliographische Detailangaben
1. Verfasser:	Choi, Tsan-Ming 1975- (VerfasserIn)
Weitere Verfasser:	Hui, Chi-Leung (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Berlin, Heidelberg Springer 2014
Schlagworte:	Mode Produktentwicklung Künstliche Intelligenz Maschinelles Lernen Bekleidungsindustrie Prognoseverfahren Entscheidungsunterstützungssystem Trend Aufsatzsammlung
Online-Zugang:	UEI03 Volltext Cover Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource (VIII, 194 Seiten)
ISBN:	9783642398698 9783642398681
DOI:	10.1007/978-3-642-39869-8

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Datensatz im Suchindex

DE-BY-FWS_katkey	501450
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adam_text	INTELLIGENT FASHION FORECASTING SYSTEMS: MODELS AND APPLICATIONS / : 2014 TABLE OF CONTENTS / INHALTSVERZEICHNIS PART I: INTRODUCTION, REVIEW AND EXPLORATORY STUDIES 1.1 INTRODUCTION: INTELLIGENT FASHION FORECASTING 1.2 SALES FORECASTING IN APPAREL AND FASHION INDUSTRY: A REVIEW COLLABORATIVE PLANNING FORECASTING REPLENISHMENT SCHEMES IN APPAREL SUPPLY CHAIN SYSTEMS: CASES AND RESEARCH OPPORTUNITIES PART II: THEORETICAL MODELING RESEARCH 2.1 MEASURING FORECASTING ACCURACY: PROBLEMS AND RECOMMENDATIONS (BY THE EXAMPLE OF SKU-LEVEL JUDGMENTAL ADJUSTMENTS) 2.2 FORECASTING DEMAND FOR FASHION GOODS: A HIERARCHICAL BAYESIAN APPROACH FORECASTING FASHION STORE RESERVATIONS: BOOKING HORIZON FORECASTING WITH DYNAMIC UPDATING PART III: INTELLIGENT FASHION FORECASTING: APPLICATIONS AND ANALYSIS 3.1 FUZZY FORECAST COMBINING FOR APPAREL DEMAND FORECASTING 3.2 INTELLIGENT FASHION COLOUR TREND FORECASTING SCHEMES: A COMPARATIVE STUDY 3.3 NEURAL NETWORKS BASED FOR ROMANIAN CLOTHING SECTOR. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. INTELLIGENT FASHION FORECASTING SYSTEMS: MODELS AND APPLICATIONS / : 2014 ABSTRACT / INHALTSTEXT FORECASTING IS A CRUCIAL FUNCTION FOR COMPANIES IN THE FASHION INDUSTRY, BUT FOR MANY REAL-LIFE FORECASTING APPLICATIONS, THE DATA PATTERNS ARE NOTORIOUS FOR BEING HIGHLY VOLATILE AND IT IS VERY DIFFICULT, IF NOT IMPOSSIBLE, TO ANALYTICALLY LEARN ABOUT THE UNDERLYING PATTERNS. AS A RESULT, MANY TRADITIONAL METHODS (SUCH AS PURE STATISTICAL MODELS) WILL FAIL TO MAKE A SOUND PREDICTION. OVER THE PAST DECADE, ADVANCES IN ARTIFICIAL INTELLIGENCE AND COMPUTING TECHNOLOGIES HAVE PROVIDED AN ALTERNATIVE WAY OF GENERATING PRECISE AND ACCURATE FORECASTING RESULTS FOR FASHION BUSINESSES. DESPITE BEING AN IMPORTANT AND TIMELY TOPIC, THERE IS CURRENTLY AN ABSENCE OF A COMPREHENSIVE REFERENCE SOURCE THAT PROVIDES UP-TO-DATE THEORETICAL AND APPLIED RESEARCH FINDINGS ON THE SUBJECT OF INTELLIGENT FASHION FORECASTING SYSTEMS. THIS THREE-PART HANDBOOK FULFILLS THIS NEED AND COVERS MATERIALS RANGING FROM INTRODUCTORY STUDIES AND TECHNICAL REVIEWS, THEORETICAL MODELING RESEARCH, TO INTELLIGENT FASHION FORECASTING APPLICATIONS AND ANALYSIS. THIS BOOK IS SUITABLE FOR ACADEMIC RESEARCHERS, GRADUATE STUDENTS, SENIOR UNDERGRADUATE STUDENTS AND PRACTITIONERS WHO ARE INTERESTED IN THE LATEST RESEARCH ON FASHION FORECASTING DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Choi, Tsan-Ming 1975-
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spellingShingle	Choi, Tsan-Ming 1975- Intelligent Fashion Forecasting Systems: Models and Applications Mode (DE-588)4039792-0 gnd Produktentwicklung (DE-588)4139402-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Bekleidungsindustrie (DE-588)4005382-9 gnd Prognoseverfahren (DE-588)4358095-6 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Trend (DE-588)4138150-6 gnd
subject_GND	(DE-588)4039792-0 (DE-588)4139402-1 (DE-588)4033447-8 (DE-588)4193754-5 (DE-588)4005382-9 (DE-588)4358095-6 (DE-588)4191815-0 (DE-588)4138150-6 (DE-588)4143413-4
title	Intelligent Fashion Forecasting Systems: Models and Applications
title_auth	Intelligent Fashion Forecasting Systems: Models and Applications
title_exact_search	Intelligent Fashion Forecasting Systems: Models and Applications
title_full	Intelligent Fashion Forecasting Systems: Models and Applications Tsan-Ming Choi, Chi-Leung Hui, Yong Yu, eds.
title_fullStr	Intelligent Fashion Forecasting Systems: Models and Applications Tsan-Ming Choi, Chi-Leung Hui, Yong Yu, eds.
title_full_unstemmed	Intelligent Fashion Forecasting Systems: Models and Applications Tsan-Ming Choi, Chi-Leung Hui, Yong Yu, eds.
title_short	Intelligent Fashion Forecasting Systems: Models and Applications
title_sort	intelligent fashion forecasting systems models and applications
topic	Mode (DE-588)4039792-0 gnd Produktentwicklung (DE-588)4139402-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Bekleidungsindustrie (DE-588)4005382-9 gnd Prognoseverfahren (DE-588)4358095-6 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Trend (DE-588)4138150-6 gnd
topic_facet	Mode Produktentwicklung Künstliche Intelligenz Maschinelles Lernen Bekleidungsindustrie Prognoseverfahren Entscheidungsunterstützungssystem Trend Aufsatzsammlung
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work_keys_str_mv	AT choitsanming intelligentfashionforecastingsystemsmodelsandapplications AT huichileung intelligentfashionforecastingsystemsmodelsandapplications AT yuyong intelligentfashionforecastingsystemsmodelsandapplications

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