Publications
Articles
Tian, Y., Cheng, G., Gelernter, J., Yu, S. Song, C., Yang, B. (2020). Joint Temporal Context Exploitation and Active Learning for Video Segmentation. Pattern Recognition. vol. 100 https://doi.org/10.1016/j.patcog.2019.107158 pdf
Gelernter, J., Maheshwari, N. (2019). Qualitative study of indoor map file incompatibility in software applications. Open Geospatial Data, Software and Standards. pdf
Tian, Y., Wang, X., Gelernter, J., Li, J., Yu, J., Yu, Y. (2019). Traffic sign detection using a multi-scale recurrent attention network. IEEE Transactions on Intelligent Transportation Systems, pages 1-10. pdf
Gelernter, J. and Maheshwari, N. (2018). Visualization and communication tool for emergency response. IEEE International Symposium on Technologies for Homeland Security HST ’18, October 23-24, Woburn, Mass, USA, pages 1-5. pdf
Tian, Y., Gelernter, J. Wang, X. (2018). Lane marking detection via fast end-to-end deep convolutional neural network: our Patch Proposal Network (PPN) Neurocomputing. vol 280. pdf
Kotevska, O., Lbath, A., Gelernter, J. (2016). Event model to facilitate data sharing among services: Closing the gap between research and implementation. IEEE World Forum on the Internet of Things WF-IoT, December 12-14, Reston, Virginia. pdf
Gelernter, J. and Jha, J. (2016). Challenges in ontology evaluation. Journal of Data and Information Quality , 7(3) pdf
Chen, X., Zhang, H. and Gelernter, J. (2015). Multi-lingual geoparsing based on machine translation. arXiv:1511.01974 pdf
Nourjou, R. and Gelernter, J. (2015). Distributed autonomous GIS for automated coalition formation in human team in urban search and rescue. ACM SIGSPATIAL MobiGIS 2015, November 3, 2015, Seattle, Washington, USA. pdf
Zhang, W., Yu, Y. Gupta, O. and Gelernter, J. (2015). Recognizing extended spatiotemporal expressions by actively trained average perceptron ensembles. arXiv1508.04525. pdf
Zhang, W. and Gelernter, J. (2015). Exploring metaphorical senses and word representations for identifying metonyms. arXiv1508.04515 pdf
Gelernter, J., Carley, K. M. (2015). Spatiotemporal network analysis and visualization. International Journal of Applied Geospatial Research 6(2) 78-98. pdf
Zhang, W and Gelernter, J. (2014). Learning candidate preferences to resolve location expressions in Twitter messages. Journal of Spatial Information Science. vol 9 pdf
Gelernter, J., Ganesh, G., Krishnakumar, H. and Zhang, W. (2013) Automatic gazetteer enrichment with user geocoded data. Second ACM SigSpatial International Workshop on Crowdsourced and Volunteered Geographic Information (GEOCROWD) November 5, 2013, Orlando, Florida, U.S.A.© [Gelernter, Ganesh, Krishnakumar, and Zhang][2013] This is the authors’ version of the work. It is posted here for your personal use. Not for redistribution. http://dx.doi.org/10.1145/2534732.2534736 pdf
Gelernter, J. and Zhang, W. (2013). Cross-lingual geo-parsing for non-structured data. 7th Workshop on Geographic Information Retrieval (GIR) November 5, 2013, Orlando, Florida, U.S.A. © [Gelernter and Zhang][2013] This is the author’s version of the work. It is posted here for your personal use. Not for redistribution. http://dx.doi.org/10.1145/2533888.2533943 pdf
Gelernter, J. (2013). Effective threat detection for surveillance. IEEE International Conference on Technologies for Homeland Security, HST2013, 12-14 November, Waltham, MA, USA. pdf
Gelernter, J. and Balaji, S. (2013). An algorithm for local geoparsing of microtext. GeoInformatica, 17(4), 635-667. Please see Gelernter and Zhang “Cross-lingual geo-parsing” for the most recent version of this algorithm. pdf
Gelernter, J. and Wu, G. (2012). High performance mining of social media data. XSEDE’12 July 16-20, Chicago, Illinois, U.S.A. [3 pp.] pdf
Gelernter, J. and Mushegian, N. (2011). Geo-parsing crisis messages from microtext. Transactions in GIS. 15(6), 753-773. pdf
Cao, D., Qiao, X.Q., Gelernter, J., Li, X.F., Meng, L.M. (2011). Mining data correlation from multi-faceted sensor data in the internet of things. China Communications, 8(1), 132-139. pdf
Lesk, M. and Gelernter, J. (2011). Use of ontologies for data integration and curation. International Journal of Digital Curation 6 (1), 70-78. pdf
Cao, D., Gelernter, J., Carbonell, J. (2010). Automatic document filing according to user categories. Computing Science and Statistics. Omitted from these conference proceedings due to publisher oversight. pdf
Gelernter, J., Cao, D. and Carbonell, J. (2010). Studies on relevance, ranking and results display. Journal of Computing 2(6), 7-20. pdf
Gelernter, J, Cao, D., Lu, R., Fink, E., Carbonell, J. (2009). Creating and visualizing fuzzy document classification. IEEE Conference on Man, Systems and Cybernetics, October 11-14, San Antonio, Texas, 672-679. pdf
Gelernter, J. (2009). Image indexing in article component databases. Journal of the American Society for Information Science and Technology, 60(8), 1-12. pdf
Gelernter, J. (2008). Data mining of maps and their automatic region-time-theme classification. Presented at The 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS 2008), November 5-7, 2008, Irvine, CA, USA. Published in The SigSpatial Special 1 (1), 39-44. pdf
Gelernter, J. and Lesk. M. (2008). Traditional resources help interpret texts. Conference on Information and Knowledge Management, October 26-30, 2008, Napa Valley California, U.S.A., 17-20. pdf
Gelernter, J. and Lesk. M. (2008). Is your map here? The 17th International Research Symposium on Computer-based Cartography, September 8-11, 2008, Shepherdstown, West Virginia, U.S.A. [13 pp.] pdf
Gelernter, J. (2007). A quantitative analysis of collaborative tags: Evaluation for information retrieval: A preliminary study. The 3rd International Conference on Collaborative Computing: Networking, Applications and Work Sharing jointly sponsored by Create-Net, and the International Communications Sciences and Technology Association (ICST). Crowne Plaza White Plains, New York, USA, November 12-15, 2007, 376-381. pdf
Books and Chapters
Gelernter, J. (2015). Computer systems and protocols to heighten effectiveness of real-time surveillance. K.F. Hodges, Ed. New Developments in Surveillance Systems and National Security. (pp. 51-76) Nova Publishers. By editor invitation. pdf1 pdf2
Gelernter, J., Cao, D., Carley, K. (2011). Extraction of Spatio-Temporal Data for Social Networks, Chapter 15 in T. Ãzyer et. al, The Influence of Technology on Social Network Analysis and Mining. Lecture Notes in Social Networks, vol. 6 (pp. 351-372) Springer, Vienna. [ISBN: 978-3-7091-1346-2] DOI 10.1007/978-3-7091-1346-2_15. pdf
Gelernter, J. (2011). Mining journal article components: the case of map graphics Ed. N. Tang Information Extraction from the Internet. (pp. 57-72). IConcept Press. [ISBN: 978-14563570-0-9]. pdf
Gelernter, J. (2009). Intelligent information retrieval for maps. Saarbrueken, Germany: VDM Verlag. [ISBN: 978-3-639-14359-1]
Gelernter, J. (2009). Neogeography. Chapter 39 in T. Dumova and R. Fiordo (Eds), Handbook of Research on Social Interaction Technologies and Collaboration Software. (pp. 439-450) [ISBN: 978-1-60566-368-5] DOI 10.4018/978-1-60566-368-5.ch039
Gelernter, J. and Rader, P. (2001). Dance notation. In M. Edsall (Ed.), A Core Collection in Dance, American Library Association. By editor invitation.
Gelernter, J. (1998). The shakers by Doris Humphrey. and White Oak Dance Project. In T Benbow-Pfalzgraf (Ed.), International Dictionary of Modern Dance (pp. 709-710; 819-821). St. James Press.