Clustering as an approach for creating data-driven perspectives on air travel itineraries
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Catherine Cleophas | Laurie A. Garrow | Sebastian Vock | L. Garrow | Catherine Cleophas | Sebastian Vock
[1] Shadi Sharif Azadeh,et al. A non-parametric approach to demand forecasting in revenue management , 2015, Comput. Oper. Res..
[2] Catherine Cleophas,et al. Revenue Management Systems as Symbiotic Analytics Systems: Insights from a Field Study (Extended Abstract) , 2020, EMISA FORUM.
[3] J. H. Ward. Hierarchical Grouping to Optimize an Objective Function , 1963 .
[4] Christoph Hueglin,et al. Data mining techniques to improve forecast accuracy in airline business , 2001, KDD '01.
[5] P. Rousseeuw. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .
[6] J. A. Hartigan,et al. A k-means clustering algorithm , 1979 .
[7] Robert Tibshirani,et al. The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.
[8] Peter J. Rousseeuw,et al. Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .
[9] J. C. Dunn,et al. A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters , 1973 .
[10] Virginie Lurkin,et al. Accounting for Price Endogeneity in Airline Itinerary Choice Models: An Application to Continental U.S. Markets , 2016 .
[11] J. MacQueen. Some methods for classification and analysis of multivariate observations , 1967 .
[13] N. Sanders,et al. Forecasting sales in the supply chain: Consumer analytics in the big data era , 2019, International Journal of Forecasting.
[14] Maurice K. Wong,et al. Algorithm AS136: A k-means clustering algorithm. , 1979 .
[15] T. Caliński,et al. A dendrite method for cluster analysis , 1974 .
[17] Dirk C. Mattfeld,et al. Synergies of Operations Research and Data Mining , 2010, Eur. J. Oper. Res..
[18] Matthew J. Higgins,et al. Estimating flight-level price elasticities using online airline data: A first step toward integrating pricing, demand, and revenue optimization , 2014 .
[19] Hui Xiong,et al. Understanding of Internal Clustering Validation Measures , 2010, 2010 IEEE International Conference on Data Mining.
[20] Michalis Vazirgiannis,et al. Clustering validity assessment: finding the optimal partitioning of a data set , 2001, Proceedings 2001 IEEE International Conference on Data Mining.
[21] M. Bierlaire,et al. Airline customers’ connection time preferences in domestic U.S. markets , 2019, Journal of Air Transport Management.
[22] Stacey Mumbower,et al. Using Online Data to Explore Competitive Airline Pricing Policies , 2010 .
[23] Devavrat Shah,et al. A Nonparametric Approach to Modeling Choice with Limited Data , 2009, Manag. Sci..
[24] Garrett J. van Ryzin,et al. A Market Discovery Algorithm to Estimate a General Class of Nonparametric Choice Models , 2015, Manag. Sci..
[25] B. Gabrys,et al. Evolving forecast combination structures for airline revenue management , 2012, Journal of Revenue and Pricing Management.
[26] Catherine Cleophas,et al. Complexity in airline revenue management , 2012, Journal of Revenue and Pricing Management.
[27] Dolores Romero Morales,et al. Forecasting cancellation rates for services booking revenue management using data mining , 2010, Eur. J. Oper. Res..
[28] Sumit Kunnumkal,et al. Choice Network Revenue Management Based on New Tractable Approximations , 2019, Transp. Sci..
[29] Silvia Riedel,et al. New approaches to origin and destination and no-show forecasting: Excavating the passenger name records treasure , 2004 .
[30] Li Xiu,et al. Application of data mining techniques in customer relationship management: A literature review and classification , 2009, Expert Syst. Appl..
[31] Anil K. Jain. Data clustering: 50 years beyond K-means , 2010, Pattern Recognit. Lett..
[32] Comparable Challenges: A new approach to performance measurement , 2005 .
[33] Frank S. Koppelman,et al. Modeling aggregate air-travel itinerary shares: logit model development at a major US airline , 2003 .
[34] David J. Ketchen,et al. THE APPLICATION OF CLUSTER ANALYSIS IN STRATEGIC MANAGEMENT RESEARCH: AN ANALYSIS AND CRITIQUE , 1996 .
[35] Michael J. A. Berry,et al. Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management , 2004 .