Michael P. McGuire

According to our database, Michael P. McGuire authored at least 29 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Comparison of datasets citation coverage in Google Scholar, Web of Science, Scopus, Crossref, and DataCite.

Irina Gerasimov, Binita KC, Armin Mehrabian, James G. Acker, Michael P. McGuire

Scientometrics, July, 2024

Blockchain-Empowered Federated Learning Through Model and Feature Calibration.

Qianlong Wang, Weixian Liao, Yifan Guo, Michael P. McGuire, Wei Yu

IEEE Internet Things J., February, 2024

Discovering Research Areas in Dataset Applications through Knowledge Graphs and Large Language Models.

Irina Gerasimov, Armin Mehrabian, Binita KC, Jerome Alfred, Michael P. McGuire

Proceedings of the 20th IEEE International Conference on e-Science, 2024

2023

Tropical Cyclone Intensity Forecasting Using Deep Learning.

Rose Atuah, Martin Pineda, Daniel McKirgan, Qianlong Wang, Michael P. McGuire

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Prediction of tornado days in the United States with deep convolutional neural networks.

Michael P. McGuire, Todd W. Moore

Comput. Geosci., 2022

2021

Classification of Eye Tracking Data in Visual Information Processing Tasks Using Convolutional Neural Networks and Feature Engineering.

Yuehan Yin, Yahya Alqahtani, Jinjuan Heidi Feng, Joyram Chakraborty, Michael P. McGuire

SN Comput. Sci., 2021

Deep Learning Methods for the Prediction of Information Display Type Using Eye Tracking Sequences.

Yuehan Yin, Yahya Alqahtani, Jinjuan Heidi Feng, Joyram Chakraborty, Michael P. McGuire

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Integration and comparison of multi-criteria decision making methods in safe route planner.

Reza Sarraf, Michael P. McGuire

Expert Syst. Appl., 2020

2019

Understanding How ADHD Affects Visual Information Processing.

Yahya Alqahtani, Michael P. McGuire, Joyram Chakraborty, Jinjuan Heidi Feng

Proceedings of the Universal Access in Human-Computer Interaction. Multimodality and Assistive Environments, 2019

Understanding Visual Information Processing for American vs. Saudi Arabian Users.

Yahya Alqahtani, Joyram Chakraborty, Michael P. McGuire, Jinjuan Heidi Feng

Proceedings of the Advances in Design for Inclusion, 2019

2018

A Data Driven Approach for Safe Route Planning.

Reza Sarraf, Michael P. McGuire

Int. J. Appl. Geospat. Res., 2018

Classification of Eye Tracking Data Using a Convolutional Neural Network.

Yuehan Yin, Chunghao Juan, Joyram Chakraborty, Michael P. McGuire

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

SQL or NoSQL? Which Is the Best Choice for Storing Big Spatio-Temporal Climate Data?

Jie Lian, Sheng Miao, Michael P. McGuire, Ziying Tang

Proceedings of the Advances in Conceptual Modeling, 2018

2017

Data Mining Techniques for the Characterization of Dynamic Regions in Spatiotemporal Data.

Michael P. McGuire

Proceedings of the Encyclopedia of GIS., 2017

FunnelCloud: a cloud-based system for exploring tornado events.

Jie Lian, Michael P. McGuire, Todd W. Moore

Int. J. Digit. Earth, 2017

2016

Channeling the water data deluge: a system for flexible integration and analysis of hydrologic data.

Michael P. McGuire, Martin C. Roberge, Jie Lian

Int. J. Digit. Earth, 2016

2014

Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

Data Min. Knowl. Discov., 2014

The Design of a Collaborative Social Network for Watershed Science.

Michael P. McGuire, Martin C. Roberge

Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2014

Community structure analysis in big climate data.

Michael P. McGuire, Nam P. Nguyen

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Mining sensor datasets with spatiotemporal neighborhoods.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

J. Spatial Inf. Sci., 2013

Mining Semantic Time Period Similarity in Spatio-Temporal Climate Data.

Michael P. McGuire, Ziying Tang

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Detecting spatio-temporal outliers in crowdsourced bathymetry data.

Leela Sedaghat, John Hersey, Michael P. McGuire

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, 2013

2012

TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks.

Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Exploring multivariate spatio-temporal change in climate data using image analysis techniques.

Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja

Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012

2011

Characterizing sensor datasets with multi-granular spatio-temporal intervals.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2008

A user-centered design for a spatial data warehouse for data exploration in environmental research.

Michael P. McGuire, Aryya Gangopadhyay, Anita Komlodi, Christopher Swan

Ecol. Informatics, 2008

Spatiotemporal Neighborhood Discovery for Sensor Data.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

Proceedings of the Knowledge Discovery from Sensor Data, 2008

2007

Semantic Integration and Knowledge Discovery for Environmental Research.

Zhiyuan Chen, Aryya Gangopadhyay, George Karabatis, Michael P. McGuire, Claire Welty

J. Database Manag., 2007

Semantic integration of government data for water quality management.

Zhiyuan Chen, Aryya Gangopadhyay, Stephen H. Holden, George Karabatis, Michael P. McGuire

Gov. Inf. Q., 2007