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36. Liu X, Andris C, Huang X and Rahimi S (2019) Inside 50,000 living rooms: an assessment of global residential ornamentation using transfer learning. EPJ Data Science. 8:4.

35. Andris C, Liu X and Ferreira Jr. J (2018) Challenges for Social Flows. Computers, Environment and Urban Systems. 70: 197-207. [PDF]

34. Andris C (2018) Measuring Geographic Pull Power: A Case Study of College Athletics. The Professional Geographer. Professional Geographer. 70(3): 476-490. [PDF]

33. Liu X, Hollister R and Andris C (2018) Wealthy Hubs and Poor Chains: Constellations in the U.S. Urban Migration System. In: Perez L, Kim EK, Sengupta R (eds)Agent-Based Models and Complexity Science in the Age of Geospatial Big Data. Advances in Geographic Information Science. Springer. Pp 73-86. [PDF]

32. Rahimi S, Liu X and Andris C (2017) Using Yelp to Find Romance in the City: A Case of Restaurants in Four Cities. Proceedings of the ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics (UrbanGIS ’16). Nov 7, Los Angeles, CA. [PDF]

31. Pistner M and Andris C (2017) Measuring Attraction and Redistribution of Institution-Based Movements. Geocomputation 2017. Sept 6-8, Leeds, UK. [PDF]

30. Rahimi S, Martin M J R, Obeysekere E, Hellmann D, Liu X and Andris C (2017) A Geographic Information System (GIS)-Based Analysis of Social Capital Data: Landscape Factors That Correlate with Trust. Sustainability 9(3): 365. [PDF]

29. Andris C and Ruescas J (2017) Zootopia: Everything in Motion. Transfers 7(1): 141-144. [PDF]

28. Andris C (2017) Book Review: Modeling Cities and Regions as Complex Systems: From Theory to Planning Applications. Environment and Planning B. 44(2): 385-386. [PDF]

27. Rahimi S,  Liu X and Andris C (2016) Hidden Style in the City: An Analysis of Geolocated Airbnb Rental Images in Ten Major Cities. Proceedings of the ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics (UrbanGIS ’16). Oct 31, Burlingame, CA. [PDF]

26. Liu X and Andris C (2016) Migrant Routing the U.S. Urban System. GIScience, Sept 27, Montreal. [PDF]

25. Andris C, Alder L, Atwater C, Van Cleve J and O’Dwyer J  (2016) Assessing an Educational Mentorship Program in an Urban Context. Social Science Research Network (SSRN). [PDF]

24. Andris C (2016) A Computational Model for Dyadic Relationships. Proceedings of the IEEE International Conference on Information Reuse and Integration (IRI ’16),Invited Paper, Jul 28, Pittsburgh, PA. 565 – 573. [PDF]

23. Andris C (2016) Integrating Social Network Data into GISystems. International Journal of Geographical Information Science. 31(1): 2009-2031. [PDF]

22. Andris C (2015) LBSN and the Social Butterfly Effect. Proceedings of the ACM SIGSPATIAL Workshop on Location-Based Social Networks (LBSN ’15), Nov 6, Bellevue, WA. [PDF]

21. Andris C and Cook C (2015) Using Migration Degree to Distinguish Post-Industrial U.S. Cities. Computing in Urban Planning and Urban Management (CUPUM)Jul 7-10, Cambridge, MA. [PDF]

20. Andris C and Andris Z (2015) Exploring Institution-Driven Mobility. Proceedings of the IEEE International Conference on Mobile Data Management 3rd Annual Workshop on Human Mobility Computing (HuMoComP ’15), Jun 15, Pittsburgh, PA. 2: 62-67 [PDF]

19. Andris C, Frey N, Van Cleve J and O’Dwyer J (2015) Geocomputation Methods for Dyadic Relationships. Geocomputation 2015. May 20-23, Dallas, TX. Pp. 20-23. [PDF]

18. Andris C, Lee D, Hamilton MJ, Martino M, Gunning CE and Selden JA (2015) The Rise of Partisanship and Super-Cooperators in the U.S. House of Representatives. PLOS ONE [interactive web]  10(4):e0123507. [PDF]

17. Wang Y, Kang C, Bettencourt LMA, Yu L and Andris C (2015) Linked Activity Spaces: A New Approach for Spatializing Social Networks. In: Helbich M, Arsanjani J, and Leitner M (eds). Computational Approaches for Urban Environments. Springer. Pp. 313-335. [PDF]

16. Andris C (2014) Relevant Literature for Examining Social Networks in Geographic Space. Santa Fe Institute Working Paper. SFI WORKING PAPER: 2014-04-010. [PDF]

15. Andris C and Bettencourt LMA (2014) Development, Information and Social Connectivity in Côte d’Ivoire. Infrastructure Complexity. 1(1): 1-18. [Open Access]

14. Andris C and Ferreira J (2014) Visualizing Commuting in Singapore. Environment and Planning A. 46(11): 2543-2545. [PDF]

13. Andris C, Wittenbach J and Cowen D (2013) Support Vector Machine for Spatial Variation. Transactions in GIS. 17(1): 41-61. [PDF]

12. Andris C (2012) Neighborhood Differentiation and Travel Patterns in Singapore. Technical Report, Singapore-MIT Alliance for Research and Technology (SMART) – Future Urban Mobility Internal Research Group, 1-39. [PDF]

11. Guo D, Zhu X, Jin H, Gao P and Andris C (2012) Discovering Spatial Patterns in Origin-Destination Mobility Data. Transactions in GIS. (3): 411-429. [Open Access]

10. Andris C, Halverson S and Hardisty F (2011) Predicting Migration Dynamics with Conditional and Posterior Probabilities. Proceedings of the IEEE International Conference on Spatial Data Mining and Geographic Knowledge Discovery (ICDSM ’11). Jun 29-Jul 1, Fuzhou, Fujian, P. R. China, 192-197. [PDF]

9. Andris C (2011) Weighted Radial Variation for Node Feature Classification. [arXiv: 1102.4873v1] [Open Access]

8. Andris C (2011) Methods and Metrics for Social Distance. Doctoral Dissertation Massachusetts Institute of Technology, Dept. of Urban Studies and Planning. [PDF]

7. Liu L, Andris C, Biderman A and Ratti C (2010) Revealing a Taxi Driver’s Mobility Intelligence Through his Trace. In: Wachowicz, M (ed). Movement Aware Applications for Sustainability Mobility: Technologies and Approaches. Hershey: IGI Global. Pp. 105-120. [PDF]

6. Liu L, Andris C and Ratti C (2010) Uncovering Cabdriver Behavior Patterns from their Digital Traces. Computers, Environment and Urban Systems. 34(6): 541-548. [PDF]

5. Martino M, Calabrese F, DiLorenzo G, Andris C, Liu L and Ratti C (2010) An ocean of information: Fusing Aggregate & Individual Dynamics for Metropolitan Areas. Proceedings of the 14th International ACM Conference on Intelligent User Interfaces (IUI ’10). Feb 7-10, Hong Kong, China, 357-360. [PDF]

4. Ratti C, Sobolevsky S, Calabrese F, Andris C, Reades J, Martino M, Claxton R and Strogatz S (2010) Redrawing the Map of Great Britain from a Network of Human Interactions. PLOS ONE5(12). [Youtube]

3. Andris C and Austin T (2009) Alternative Financing for Schools. Land Development. 22(2).

2. Andris C, Biderman A, Calabrese F, Nabian N and Ratti C (2009) City Gravity. Seed Magazine. 24-26 (invited).

1. Andris C (2008) Interactive Site Suitability Modeling. ArcUser 11(1). [Open Access]



Where We Would Go: Reported Household Plans in Emergency Situations




In the works! Manuscripts available upon request (

Andris C, et al. Mentoring Relationships. Journal Topic: Urban Planning 

Rahimi S, et al. Chain Restaurant Measurement. Journal Topic: Geography

Liu X, et al. Representation Learning in Urban Planning. Journal Topic: GIS