Michael P. McGuire

31 papers B 1C 5Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Attention-Driven Separable Convolutional Networks for Efficient and Explainable Forest Fire Detection: ForestFlameNet. SERA Khalil I. Almakrami, Rose Atuah, Michael P. McGuire
2025	C	`conf`	Predicting Wildfire Spread with Attention U-Net: A Multi-Feature Geospatial Deep Learning Approach. ICMLA Khalil I. Almakrami, Rose Atuah, Michael P. McGuire
2024	J	`jnl`	Blockchain-Empowered Federated Learning Through Model and Feature Calibration. IEEE Internet Things J. Qianlong Wang, Weixian Liao, Yifan Guo, Michael P. McGuire, Wei Yu
2024	J	`jnl`	Comparison of datasets citation coverage in Google Scholar, Web of Science, Scopus, Crossref, and DataCite. Scientometrics Irina Gerasimov, Binita KC, Armin Mehrabian, James G. Acker, Michael P. McGuire
2024	B	`conf`	Discovering Research Areas in Dataset Applications through Knowledge Graphs and Large Language Models. e-Science Irina Gerasimov, Armin Mehrabian, Binita KC, Jerome Alfred, Michael P. McGuire
2023	C	`conf`	Tropical Cyclone Intensity Forecasting Using Deep Learning. ICMLA Rose Atuah, Martin Pineda, Daniel McKirgan, Qianlong Wang, Michael P. McGuire
2022	J	`jnl`	Prediction of tornado days in the United States with deep convolutional neural networks. Comput. Geosci. Michael P. McGuire, Todd W. Moore
2021	J	`jnl`	Classification of Eye Tracking Data in Visual Information Processing Tasks Using Convolutional Neural Networks and Feature Engineering. SN Comput. Sci. Yuehan Yin, Yahya Alqahtani, Jinjuan Heidi Feng, Joyram Chakraborty, Michael P. McGuire
2021	C	`conf`	Deep Learning Methods for the Prediction of Information Display Type Using Eye Tracking Sequences. ICMLA Yuehan Yin, Yahya Alqahtani, Jinjuan Heidi Feng, Joyram Chakraborty, Michael P. McGuire
2020	J	`jnl`	Integration and comparison of multi-criteria decision making methods in safe route planner. Expert Syst. Appl. Reza Sarraf, Michael P. McGuire
2019	—	`conf`	Understanding How ADHD Affects Visual Information Processing. HCI (8) Yahya Alqahtani, Michael P. McGuire, Joyram Chakraborty, Jinjuan Heidi Feng
2019	—	`conf`	Understanding Visual Information Processing for American vs. Saudi Arabian Users. AHFE (3) Yahya Alqahtani, Joyram Chakraborty, Michael P. McGuire, Jinjuan Heidi Feng
2018	J	`jnl`	A Data Driven Approach for Safe Route Planning. Int. J. Appl. Geospat. Res. Reza Sarraf, Michael P. McGuire
2018	C	`conf`	Classification of Eye Tracking Data Using a Convolutional Neural Network. ICMLA Yuehan Yin, Chunghao Juan, Joyram Chakraborty, Michael P. McGuire
2018	—	`conf`	SQL or NoSQL? Which Is the Best Choice for Storing Big Spatio-Temporal Climate Data? ER Workshops Jie Lian, Sheng Miao, Michael P. McGuire, Ziying Tang
2017	—	`ch.`	Data Mining Techniques for the Characterization of Dynamic Regions in Spatiotemporal Data. Encyclopedia of GIS Michael P. McGuire
2017	J	`jnl`	FunnelCloud: a cloud-based system for exploring tornado events. Int. J. Digit. Earth Jie Lian, Michael P. McGuire, Todd W. Moore
2016	J	`jnl`	Channeling the water data deluge: a system for flexible integration and analysis of hydrologic data. Int. J. Digit. Earth Michael P. McGuire, Martin C. Roberge, Jie Lian
2014	—	`conf`	Community structure analysis in big climate data. IEEE BigData Michael P. McGuire, Nam P. Nguyen
2014	J	`jnl`	Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets. Data Min. Knowl. Discov. Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2014	—	`conf`	The Design of a Collaborative Social Network for Watershed Science. GRMSE Michael P. McGuire, Martin C. Roberge
2013	—	`conf`	Detecting spatio-temporal outliers in crowdsourced bathymetry data. GEOGROWD Leela Sedaghat, John Hersey, Michael P. McGuire
2013	—	`conf`	Mining Semantic Time Period Similarity in Spatio-Temporal Climate Data. ICDM Workshops Michael P. McGuire, Ziying Tang
2013	J	`jnl`	Mining sensor datasets with spatiotemporal neighborhoods. J. Spatial Inf. Sci. Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2012	—	`conf`	Exploring multivariate spatio-temporal change in climate data using image analysis techniques. COM.Geo Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja
2012	—	`conf`	TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. ICDE Workshops Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay
2011	—	`conf`	Characterizing sensor datasets with multi-granular spatio-temporal intervals. GIS Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2008	J	`jnl`	A user-centered design for a spatial data warehouse for data exploration in environmental research. Ecol. Informatics Michael P. McGuire, Aryya Gangopadhyay, Anita Komlodi, Christopher Swan
2008	—	`conf`	Spatiotemporal Neighborhood Discovery for Sensor Data. KDD Workshop on Knowledge Discovery from Sensor Data Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2007	J	`jnl`	Semantic Integration and Knowledge Discovery for Environmental Research. J. Database Manag. Zhiyuan Chen, Aryya Gangopadhyay, George Karabatis, Michael P. McGuire, Claire Welty
2007	J	`jnl`	Semantic integration of government data for water quality management. Gov. Inf. Q. Zhiyuan Chen, Aryya Gangopadhyay, Stephen H. Holden, George Karabatis, Michael P. McGuire