Benefit-based consumer segmentation and performance evaluation of clustering approaches: An evidence of data-driven decision-making
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[1] Melody Y. Kiang,et al. An extended self-organizing map network for market segmentation - a telecommunication example , 2006, Decis. Support Syst..
[2] Julien Jacques,et al. Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm , 2016, Stat. Comput..
[3] Udo Wagner,et al. Global marketing segmentation usefulness in the sportswear industry , 2012 .
[4] Hujun Yin,et al. The Self-Organizing Maps: Background, Theories, Extensions and Applications , 2008, Computational Intelligence: A Compendium.
[5] Teuvo Kohonen,et al. The self-organizing map , 1990, Neurocomputing.
[6] Michael Negnevitsky,et al. Artificial Intelligence: A Guide to Intelligent Systems , 2001 .
[7] Esa Alhoniemi,et al. Clustering of the self-organizing map , 2000, IEEE Trans. Neural Networks Learn. Syst..
[8] Gerardo Beni,et al. A Validity Measure for Fuzzy Clustering , 1991, IEEE Trans. Pattern Anal. Mach. Intell..
[9] Isabelle Frochot,et al. A benefit segmentation of tourists in rural areas: a Scottish perspective , 2005 .
[10] Reginald E. Hammah,et al. Validity Measures for the Fuzzy Cluster Analysis of Orientations , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[11] Richard Gray,et al. Benefit segments in a freight transport market , 1995 .
[12] David West,et al. A comparison of SOM neural network and hierarchical clustering methods , 1996 .
[13] K. Jajuga,et al. On The General Distance Measure , 2003 .
[14] Vertica Bhardwaj,et al. Benefit segmentation of TV home shoppers , 2011 .
[15] Fiona E. Ellis-Chadwick,et al. Principles and practice of marketing , 2012 .
[16] Rui Xu,et al. Survey of clustering algorithms , 2005, IEEE Transactions on Neural Networks.
[17] V. Srinivasan,et al. A Simultaneous Approach to Market Segmentation and Market Structuring , 1987 .
[18] Michael R. Mullen,et al. International market segmentation: Economics, national culture and time , 2014 .
[19] E. Kelley,et al. Application of Benefit Segmentation to a Generic Product Study in Clothing and Textiles , 1986 .
[20] R. Yin. Case Study Research: Design and Methods , 1984 .
[21] Andy P. Field,et al. Discovering Statistics Using Ibm Spss Statistics , 2017 .
[22] María Angeles Gil,et al. Fuzzy Rating Scale-Based Questionnaires and Their Statistical Analysis , 2015, IEEE Transactions on Fuzzy Systems.
[23] Philip S. Yu,et al. Outlier detection for high dimensional data , 2001, SIGMOD '01.
[24] A. Onwuegbuzie,et al. Mixed Methods Research: A Research Paradigm Whose Time Has Come , 2004 .
[25] Ujjwal Maulik,et al. Performance Evaluation of Some Clustering Algorithms and Validity Indices , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[26] Irem Dikmen,et al. Comparing the performance of traditional cluster analysis, self-organizing maps and fuzzy C-means method for strategic grouping , 2009, Expert Syst. Appl..
[27] J. Gower. A General Coefficient of Similarity and Some of Its Properties , 1971 .
[28] Shwu-Ing Wu. Benefit segmentation: an empirical study for on‐line marketing , 2001 .
[29] Geoffrey N. Soutar,et al. A Benefit Segmentation of the Financial Planning Market , 1991 .
[30] Mònica Casabayó,et al. Improved market segmentation by fuzzifying crisp clusters: A case study of the energy market in Spain , 2015, Expert Syst. Appl..
[31] Heesook Hong,et al. Benefit Segmentation of the Korean Female Apparel Market: Importance of Store Attributes , 2002 .
[32] S. Dibb,et al. TARGETING, SEGMENTS AND POSITIONING , 1991 .
[33] Hans Bandemer,et al. Fuzzy Data Analysis , 1992 .
[34] N. Prebensen,et al. Including ambivalence as a basis for benefit segmentation: A study of convenience food in Norway , 2009 .
[35] R. J. Kuo,et al. Application of particle swarm optimization and perceptual map to tourist market segmentation , 2012, Expert Syst. Appl..
[36] Russell I. Haley. Benefit Segmentation: A Decision-oriented Research Tool , 1968 .
[37] Sara Dolnicar,et al. Using cluster analysis for market segmentation - typical misconceptions, established methodological weaknesses and some recommendations for improvement , 2003 .
[38] Amir B. Geva,et al. Hierarchical unsupervised fuzzy clustering , 1999, IEEE Trans. Fuzzy Syst..
[39] Marek Walesiak,et al. Distance Measure for Ordinal Data , 1999 .
[40] Breda McCarthy,et al. The Chinese wine market: a market segmentation study , 2014 .
[41] Olatz Arbelaitz,et al. An extensive comparative study of cluster validity indices , 2013, Pattern Recognit..
[42] Abbas Tashakkori,et al. A general typology of research designs featuring mixed methods. , 2006 .
[43] R. Minhas,et al. Benefit segmentation by factor analysis: an improved method of targeting customers for financial services , 1996 .
[44] Donald W. Bouldin,et al. A Cluster Separation Measure , 1979, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[45] M. McDonald,et al. Market Segmentation: How to Do It, How to Profit from It , 1998 .
[46] Shahriar Akter,et al. How ‘Big Data’ Can Make Big Impact: Findings from a Systematic Review and a Longitudinal Case Study , 2015 .
[47] J. C. Dunn,et al. A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters , 1973 .
[48] Michael Siegrist,et al. A consumer‐oriented segmentation study in the Swiss wine market , 2011 .
[49] Peter J. Rousseeuw,et al. Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .
[50] Helena Alvelos,et al. Social tourism programmes for the senior market: a benefit segmentation analysis , 2017 .
[51] Yoram Wind,et al. International market segmentation , 1972 .
[52] P. Rousseeuw. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .
[53] H. Kaiser,et al. Little Jiffy, Mark Iv , 1974 .
[54] Achim Machauer,et al. Segmentation of bank customers by expected benefits and attitudes , 2001 .
[55] Henriette Müller,et al. Stability of market segmentation with cluster analysis – A methodological approach , 2014 .
[56] Alastair M. Morrison,et al. Benefit segmentation of Japanese pleasure travelers to the USA and Canada: selecting target markets based on the profitability and risk of individual market segments. , 2002 .
[57] Brian Everitt,et al. Cluster analysis , 1974 .
[58] Iren Valova,et al. Initialization Issues in Self-organizing Maps , 2013, Complex Adaptive Systems.
[59] R. J. Kuo,et al. Integration of self-organizing feature maps neural network and genetic K-means algorithm for market segmentation , 2006, Expert Syst. Appl..
[60] G. De Soete,et al. Clustering and Classification , 2019, Data-Driven Science and Engineering.
[61] Yoram Wind,et al. Issues and Advances in Segmentation Research , 1978 .
[62] James C. Bezdek,et al. On cluster validity for the fuzzy c-means model , 1995, IEEE Trans. Fuzzy Syst..