Michael McGuire | Towson University

Selected Publications:

Michael P. McGuire, M. Roberge, and J. Lian. (2015) “Channeling the Water Data Deluge:
A System for Flexible Integration and Analysis of Hydrologic Data.” International
Journal of Digital Earth. (in press).

Michael P. McGuire, V. Janeja, and A. Gangopadhyay. (2014) “Mining Trajectories of
Moving Dynamic Spatio-Temporal Regions in Sensor Datasets.” Data Mining and Knowledge
Discovery. 28:4, 961-1003.

Michael P. McGuire, V. Janeja, and A. Gangopadhyay, (2013) “Mining Sensor Datasets
with Spatiotemporal Neighborhoods.” Journal of Spatial Information Sciences No. 6,
1-42.

Bernadette Hanlon, M. Howland and M. McGuire (2012). “Hotspots for Growth.” Journal
of the American Planning Association, 78:3, 256-268.

Michael P. McGuire and N. P. Nguyen. (2014) “Community Structure Analysis in Big Climate
Data.” 2nd International Workshop on Scalable Cloud Data Management (SCDM 2014). October
2014, Washington, D.C., USA.

Michael P. McGuire and M. Roberge. (2014) “HydroCloud: A Cloud-Based System for Hydrologic
Data Integration and Analysis.” International Conference on Computing for Geospatial
Research (COM.Geo 2014). August 2014, Washington, D.C., USA.

Michael P. McGuire and M. Roberge (2014) “The Design of a Collaborative Social Network
for Watershed Science.” 2nd International Conference on Geo-Informatics in Resource
Management and Sustainable Ecosystems (GRMSE 2014). October 2014, Yipsilanti, Michigan,
USA.

Michael P. McGuire and Z. Tang. (2013) “Mining Semantic Time Period Similarity in
Spatio-Temporal Climate Data” IEEE International Workshop on Spatial and Spatiotemporal
Data Mining (SSTDM-13). 7 December 2013, Dallas Texas, USA, 2013.

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Leela Sedaghat, J. Hersey, and M. McGuire (2013) “Detecting Spatio-Temporal Outliers
in Crowdsourced Bathymetry Data.” 2nd ACM SIGSPATIAL International Workshop on Crowdsourced
and Volunteered Geographic Information (GEOCROWD). 5 November 2013, Orlando, Florida,
USA, 2013.

Michael P. McGuire, V. Janeja, and A. Gangopadhyay. (2012) “Exploring Multivariate
Spatio-Temporal Change in Climate Data Using Image Analysis Techniques.” COM.GEO 2012
International Conference on Computing for Geospatial Research, July 1 – 3, Washington
DC, USA, 2012.

Yanan Sun, V. Janeja, M. McGuire, and A. Gangopadhyay. (2012) “Tnet: Tensor-based
neighborhood discovery in traffic networks.” International Workshop on Spatio-Temporal
data Integration and Retrieval (STIR2012), April 1, 2012, Washington DC, USA, 2012.

Michael P. McGuire, V. Janeja, and A. Gangopadhyay. (2011) “Characterizing Large Sensor
Datasets with Multi-Granular Spatio-Temporal Intervals”  ACM SIGSPATIAL International
Conference on Advances in Geographic Information Systems, November 1 – 4, 2011, Chicago,
Illinois. (Received award for best fast forward presentation).

Michael P. McGuire, V. Janeja, and A. Gangopadhyay. (2010) “Spatiotemporal Neighborhood
Discovery for Sensor Data.” In Knowledge Discovery from Sensor Data: Second International
Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected
Papers, Lecture Notes in Computer Science (Vol. 5840, p. 203). Springer.

View more information: https://www.towson.edu/fcsm/departments/computerinfosci/facultystaff/mmcguire.html

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