Michael P. McGuire

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 12

Top Topics

Convolutional Neural Networks

Visual Information Processing

Top Venues

Int. J. Digit. Earth

Publications

Irina Gerasimov, Binita KC, Armin Mehrabian, James G. Acker, Michael P. McGuire
Comparison of datasets citation coverage in Google Scholar, Web of Science, Scopus, Crossref, and DataCite. Scientometrics 129 (7) (2024)
Michael P. McGuire, Todd W. Moore
Prediction of tornado days in the United States with deep convolutional neural networks. Comput. Geosci. 159 (2022)
Yuehan Yin, Yahya Alqahtani, Jinjuan Heidi Feng, Joyram Chakraborty, Michael P. McGuire
Deep Learning Methods for the Prediction of Information Display Type Using Eye Tracking Sequences. ICMLA (2021)
Yuehan Yin, Yahya Alqahtani, Jinjuan Heidi Feng, Joyram Chakraborty, Michael P. McGuire
Classification of Eye Tracking Data in Visual Information Processing Tasks Using Convolutional Neural Networks and Feature Engineering. SN Comput. Sci. 2 (1) (2021)
Reza Sarraf, Michael P. McGuire
Integration and comparison of multi-criteria decision making methods in safe route planner. Expert Syst. Appl. 154 (2020)
Yahya Alqahtani, Michael P. McGuire, Joyram Chakraborty, Jinjuan Heidi Feng
Understanding How ADHD Affects Visual Information Processing. HCI (8) (2019)
Yahya Alqahtani, Joyram Chakraborty, Michael P. McGuire, Jinjuan Heidi Feng
Understanding Visual Information Processing for American vs. Saudi Arabian Users. AHFE (3) (2019)
Reza Sarraf, Michael P. McGuire
A Data Driven Approach for Safe Route Planning. Int. J. Appl. Geospat. Res. 9 (1) (2018)
Yuehan Yin, Chunghao Juan, Joyram Chakraborty, Michael P. McGuire
Classification of Eye Tracking Data Using a Convolutional Neural Network. ICMLA (2018)
Jie Lian, Sheng Miao, Michael P. McGuire, Ziying Tang
SQL or NoSQL? Which Is the Best Choice for Storing Big Spatio-Temporal Climate Data? ER Workshops (2018)
Jie Lian, Michael P. McGuire, Todd W. Moore
FunnelCloud: a cloud-based system for exploring tornado events. Int. J. Digit. Earth 10 (10) (2017)
Michael P. McGuire, Martin C. Roberge, Jie Lian
Channeling the water data deluge: a system for flexible integration and analysis of hydrologic data. Int. J. Digit. Earth 9 (3) (2016)
Michael P. McGuire, Nam P. Nguyen
Community structure analysis in big climate data. IEEE BigData (2014)
Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets. Data Min. Knowl. Discov. 28 (4) (2014)
Michael P. McGuire, Martin C. Roberge
The Design of a Collaborative Social Network for Watershed Science. GRMSE (2014)
Leela Sedaghat, John Hersey, Michael P. McGuire
Detecting spatio-temporal outliers in crowdsourced bathymetry data. GEOGROWD (2013)
Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
Mining sensor datasets with spatiotemporal neighborhoods. J. Spatial Inf. Sci. 6 (1) (2013)
Michael P. McGuire, Ziying Tang
Mining Semantic Time Period Similarity in Spatio-Temporal Climate Data. ICDM Workshops (2013)
Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja
Exploring multivariate spatio-temporal change in climate data using image analysis techniques. COM.Geo (2012)
Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay
TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. ICDE Workshops (2012)
Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
Characterizing sensor datasets with multi-granular spatio-temporal intervals. GIS (2011)
Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
Spatiotemporal Neighborhood Discovery for Sensor Data. KDD Workshop on Knowledge Discovery from Sensor Data (2008)
Michael P. McGuire, Aryya Gangopadhyay, Anita Komlodi, Christopher Swan
A user-centered design for a spatial data warehouse for data exploration in environmental research. Ecol. Informatics 3 (4-5) (2008)
Zhiyuan Chen, Aryya Gangopadhyay, George Karabatis, Michael P. McGuire, Claire Welty
Semantic Integration and Knowledge Discovery for Environmental Research. J. Database Manag. 18 (1) (2007)
Zhiyuan Chen, Aryya Gangopadhyay, Stephen H. Holden, George Karabatis, Michael P. McGuire
Semantic integration of government data for water quality management. Gov. Inf. Q. 24 (4) (2007)