Operationalizing Central Place and Central Flow Theory With Mobile Phone Data

Allen PM, Sanglier M (1979) A dynamic model of growth in a central place system. Geogr Anal 11(3):256–272

Baraldi A, Bruzzone L, Blonda P (2005) Quality assessment of classification and cluster maps without ground truth knowledge. Geosci Remote Sens IEEE Trans 43(4):857–873

Berger JO, Pericchi LR (1996) The intrinsic bayes factor for model selection and prediction. J Am Stat Assoc 91(433):109–122

Berry BJ (1964) Cities as systems within systems of cities. Pap Reg Sci 13(1):147–163

Berry BJ, Garrison WL (1958) A note on central place theory and the range of a good. Economic Geography, pp 304–311

Berry BJ, Garrison WL (1958) Recent developments of central place theory. Pap Reg Sci 4(1):107–120

Blondel VD, Esch M, Chan C, Clérot F, Deville P, Huens E, Morlot F, Smoreda Z, Ziemlicki C (2012) Data for development: the d4d challenge on mobile phone data. arXiv preprint arXiv:1210.0137

Bouix S, Martin-Fernandez M, Ungar L, Nakamura M, Koo M-S, McCarley RW, Shenton ME (2007) On evaluating brain tissue classifiers without a ground truth. Neuroimage 36(4):1207–1224

Brin S, Page L (1998) The anatomy of a large-scale hypertextual Web search engine. Comput Netw ISDN Syst 30(1–7):107–117

Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach. Springer Science & Business Media, Berlin

Calabrese F, Di Lorenzo G, Liu L, Ratti C (2011) Estimating origin-destination flows using mobile phone location data. IEEE Pervasive Comput 4(10):36–44

Candia J, González MC, Wang P, Schoenharl T, Madey G, Barabási A-L (2008) Uncovering individual and collective human dynamics from mobile phone records. J Phys A 41(22):224015

Cherkassky V, Ma Y (2004) Practical selection of svm parameters and noise estimation for svm regression. Neural Netw 17(1):113–126

Christaller W (1966) Central places in southern Germany. Prentice-Hall, Upper Saddle River

Christian D (2011) Maps of time: an introduction to Big History, With a New Preface, vol 2. Univ of California Press, Berkeley

Daniels MJ (2007) Central place theory and sport tourism impacts. Ann Tour Res 34(2):332–347

de Montjoye Y-A, Smoreda Z, Trinquart R, Ziemlicki C, Blondel VD (2014) D4d-senegal: The second mobile phone data for development challenge. arXiv preprint arXiv:1407.4885

Doran D, Fox A, Mendiratta V (2015) Where do we develop? discovering regions for urban investment in senegal. In Proceedings of international conference on the analysis of mobile phone Datasets

Doran D, Mendiratta V (2015) Propagation models and analysis for mobile phone data analytics. Springer, New York, pp 257–292

Doran D, Mendiratta V, Phadke C, Uzunalioglu H (2012) The importance of outlier relationships in mobile call graphs. In Proceeding of international conference on machine learning and applications, Vol 2, pp 24–29. IEEE

Draper NR, Smith H (2014) Applied regression analysis. Wiley, New York

Durlauf SN, Blume L et al (2008) The new Palgrave dictionary of economics. Palgrave Macmillan, Basingstoke

Farrar DE, Glauber RR (1967) Multicollinearity in regression analysis: the problem revisited. Rev Econ Stat 1:92–107

Fraley C, Raftery AE (1999) Mclust: software for model-based cluster analysis. J Classif 16(2):297–306

Friedmann J (1986) The world city hypothesis. Dev Chang 17(1):69–83

Fujita M, Krugman PR, Venables AJ (2001) The spatial economy: cities, regions, and international trade. MIT press, Cambridge

Gilbert A, Gugler J (1982) Cities poverty and development: urbanization in the third world. Oxford England Oxford University Press, New York

Growe A, Volgmann K (2015) Exploring cosmopolitanity and connectivity in the polycentric german urban system. Tijdschrift voor economische en sociale geografie

Gueye B, Ziviani A, Crovella M, Fdida S (2006) Constraint-based geolocation of internet hosts. Netw IEEE/ACM Trans 14(6):1219–1232

Hastie T, Tibshirani R, Friedman J, Hastie T, Friedman J, Tibshirani R (2009) The elements of statistical learning. Springer, New York

Henderson V (2002) Urbanization in developing countries. World Bank Res Obs 17(1):89–112

Hohenberg PM, Lees LH (1995) The making of urban Europe, 1000–1994. Harvard University Press, Cambridge

Hsu W-T, Holmes TJ, Morgan F (2009) Optimal city hierarchy: A dynamic programming approach to central place theory. In Meeting Papers from Society for Economic Dynamics

Husemann D, Hermann R, Moser M, Schade A (2001) Payment for network-based commercial transactions using a mobile phone, April 2001. US Patent App. 09/843,968

Ikeda K, Murota K, Akamatsu T, Kono T, Takayama Y, Sobhaninejad G, Shibasaki A (2010) Self-organizing hexagons in economic agglomeration: core-periphery models and central place theory. Technical report, Technical Report METR 2010–28. Department of Mathematical Informatics, University of Tokyo

Jacobs J (1961) The death and life of great American cities. Random House LLC, New York

Johnson JB, Omland KS (2004) Model selection in ecology and evolution. Trends Ecol Evol 19(2):101–108

Jung W-S, Wang F, Stanley HE (2008) Gravity model in the korean highway. EPL 81(4):48005

Kaplow L, Shavell S (2001) Any non-welfarist method of policy assessment violates the pareto principle. J Polit Econ 109(2):281–286

Knitter D (2013) Central places and the environment

Krings G, Calabrese F, Ratti C, Blondel VD (2009) Urban gravity: a model for inter-city telecommunication flows. J Stat Mech 2009(07):L07003

Lim LK, Acito F, Rusetski A (2006) Development of archetypes of international marketing strategy. J Int Bus Stud 37(4):499–524

Linden E (1996) The exploding cities of the developing world. Foreign Affairs, New York

Lipsky L (2009) Queueing theory: a linear algebraic approach, 2nd edn. Springer, New York

Lynch K (1984) Good city form. MIT press, Cambridge

Malone J, McGarry K, Wermter S, Bowerman C (2006) Data mining using rule extraction from kohonen self-organising maps. Neural Comput Appl 15(1):9–17

Malthouse E (2013) Segmentation and lifetime value models using SAS. SAS Inst

McCann P, van Oort F (2009) Theories of agglomeration and regional economic growth: a historical review. Handbook of regional growth and development theories, pp 19–32

Mulligan GF (1984) Agglomeration and central place theory: a review of the literature. Int Reg Sci Rev 9(1):1–42

Musil J (1993) Changing urban systems in post-communist societies in central europe: analysis and prediction. Urban Stud 30(6):899–905

Nakamura D (2010) Spatial competition and consumer exclusion: social welfare perspectives in central-place system. Lett Spat Resour Sci 3(3):101–110

Newman M (2010) Networks: an introduction. Oxford University Press, Oxford

Onnela J-P, Saramaki J, Hyvonen J, Szabo G, Lazer D, Kaski K, Kertesz J, Barabasi A-L (2007) Structure and tie strengths in mobile communication networks. Proc Natl Acad Sci USA 104:7332–7336

Openshaw S, Veneris Y (2003) Numerical experiments with central place theory and spatial interaction modelling. Environ Plan A 35(8):1389–1404

Prosperi DC, Oner AC (2015) Spatial impacts of megaprojects on the form of metropolitan regions: a theoretical inquiry. Int J Soc Syst Sci 7(1):23–46

Raftery AE (1995) Bayesian model selection in social research. Sociol Methodol 25:111–164

Richardson HW (1973) Theory of the distribution of city sizes: review and prospects. Reg Stud 7(3):239–251

Saichev AI, Malevergne Y, Sornette D (2009) Theory of Zipf’s law and beyond, vol 632. Springer, New York

Sassen S (1991) The global city. Princeton University Press, Princeton

Schwarz G et al (1978) Estimating the dimension of a model. Ann Stat 6(2):461–464

Sclove SL (1987) Application of model-selection criteria to some problems in multivariate analysis. Psychometrika 52(3):333–343

Shuper V, Em P (2013) Moscow city expansion: an alternative based on central place theory. Reg Res Russ 3(4):376–385

Smith JW, Floyd MF (2013) The urban growth machine, central place theory and access to open space. City Cult Soc 4(2):87–98

Smith ME (1979) The aztec marketing system and settlement pattern in the valley of mexico: a central place analysis. American Antiquity, pp 110–125

Smyth P, Fayyad U, Burl M, Perona P, Baldi P (1995) Inferring ground truth from subjective labelling of venus images. Adv Neural Inf Process Syst, pp 1085–1092

Soja EW (2010) Cities and states in geohistory. Theory Soc 39(3–4):361–376

Spampinato C, Palazzo S, Giordano D (2012) Evaluation of tracking algorithm performance without ground-truth data. In Image Processing (ICIP), 2012 19th IEEE International Conference on, pp 1345–1348. IEEE

Taylor PJ (2012) Extraordinary cities: early city-ness and the origins of agriculture and states. Int J Urban Reg Res 36(3):415–447

Taylor PJ, Hoyler M, Verbruggen R (2010) External urban relational process: introducing central flow theory to complement central place theory. Urban Stud 47(13):2803–2818

Veneris Y (1984) The informational revolution, cybernetics and urban modelling. PhD thesis, University of Newcastle upon Tyne

Wehrens R, Buydens LM (2007) Self-and super-organizing maps in R: the kohonen package. J Stat Softw 21(5):1–19

Zhao M, Wu K, Liu X, Ben D (2015) A novel method for approximating intercity networks: an empirical comparison for validating the city networks in two chinese city-regions. J Geogr Sci 25(3):337–354