Faculty

Institution

Unit

Venue

Michael Mcguire

Professor & Department Chairperson

Towson University

Affiliations

Jess & Mildred Fisher College of Science & Mathematics

Department of Computer & Information Sciences

Michael Mcguire is currently serving as a Computer & Information Sciences Professor & Department Chairperson at Towson University.

Honors

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Experiences

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Education

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Michael Mcguire

Towson University

Professor & Department Chairperson

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data science geography natural disasters natural hazards cognitive science deep learning earth science meteorology disasters machine learning hydrometeorology weather disaster united states safety safety science system safety machine learning research route planning extreme weather storm surge convolutional neural networks operations research climate dynamics atmospheric research machine vision route choice visual processing data-driven planning visual analytics decision science climatic change intelligent computing knowledge discovery information fusion disaster risk science visual science attention disorders neurodevelopmental disorders multiple-criteria decision analysis fuzzy multi-criteria decision-making applied meteorology meteorological forcing intelligent classification supervised learning object tracking moving object tracking weather forecasting numerical weather prediction feature (computer vision) vision recognition visual function temporal database data lake big data storage database systems nosql database visual communication interactive visualization multi-task learning multi-model system predictive modeling multi-criteria decision safe route planner standard deviational ellipse spatial dispersion global wind oscillation madden-julian oscillation tornado days data driven approach best choice visual information processing information display type deep learning methods eye tracking sequences hurricane genesis prediction fuzzy topsis information visualization data warehousing spatio-temporal data mining

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Multi-Model Multi-Task Learning System for Hurricane Genesis Prediction. Studies in computational intelligence (2022)

predictive analyticsmulti-task learningforecastingsystems engineeringmachine learning researchnatural disastersnatural hazardshurricane genesis predictionmachine learningdata sciencepredictive modelingmulti-model system

Climatology and Trends of Tornado Favorable Environmental Ingredients in the United States. Annals of the American Association of Geographers (2022)

environmental hazardsmeteorologyextreme weatheratmospheric hazardsatmospheric environmenthydrometeorologynatural disastersnatural hazardsstorm surgeunited statesearth scienceatmospheric scienceclimatologyweather disasterenvironmental scienceclimate change

Classification of Eye Tracking Data in Visual Information Processing Tasks Using Convolutional Neural Networks and Feature Engineering. SN Computer Science (2021)

Yuehan YinYahya AlqahtaniJinjuan Heidi FengJoyram ChakrabortyMichael P. McGuire

deep learningvisual processingmachine learning researchvision recognitioncomputer sciencevisual perceptionmachine learningdata scienceeye trackingmachine visioncognitive scienceconvolutional neural networkscomputer visionfeature (computer vision)

Deep Learning Methods for the Prediction of Information Display Type Using Eye Tracking Sequences. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021)

Yuehan YinYahya AlqahtaniJinjuan Heidi FengJoyram ChakrabortyMichael P. McGuire

eye tracking sequencescomputer sciencemachine learningeye trackingcomputer visionartificial intelligenceinformation display typedeep learning methodsdeep learning

Effect of Normalization on Topsis and Fuzzy Topsis. Proceedings of the Conference on Information Systems Applied Research (2021)

fuzzy systemsfuzzy mathematicsperformance evaluationfuzzy optimizationintelligent systemsdata sciencefuzzy topsisneutrosophic setfuzzy logicsoft computingfuzzy computingfuzzy sets

Prediction of Tornado Days in the United States With Deep Convolutional Neural Networks. Computers & Geosciences (2021)

Michael P. McGuireTodd W. Moore

meteorologyweather forecastingforecastingtornado daysdisastershydrometeorologynumerical weather predictionnatural disastersnatural hazardsstorm surgeunited statesearth sciencegeographydisaster risk scienceweather disasterdeep learningneural network (machine learning)

Integration and Comparison of Multi-Criteria Decision Making Methods in Safe Route Planner. Expert Systems with Applications (2020)

systems engineeringdesignroute choicesafety sciencemultiple-criteria decision analysismulti-criteria decisionoperations researchdecision sciencesafetyfuzzy multi-criteria decision-makingsystem safetyroute planningdecision theorysafe route planner

Tornado-Days in the United States by Phase of the Madden–Julian Oscillation and Global Wind Oscillation. Climate Dynamics (2019)

Todd W. MooreMichael P. McGuire

meteorologyextreme weathergeophysicsclimate dynamicshydrometeorologyatmospheric researchnatural disastersmeteorological forcingunited statesearth sciencegeographyatmospheric scienceweather disasterglobal wind oscillationmadden–julian oscillation

Understanding How Adhd Affects Visual Information Processing. Lecture notes in computer science (2019)

visual systemvisual processingvisual scienceapplied cognitive psychologyattentionvisual perceptionneurosciencevisual functionneuropsychologyneurodevelopmental disorderscognitive scienceattention disorderscognitive neuroscience

Understanding Visual Information Processing for American vs. Saudi Arabian Users. Advances in intelligent systems and computing (2019)

human-computer interactioninteractive visualizationvisual communicationinformation visualizationvisual information processingdata sciencevisualizationuser experiencevisual analyticscommunicationcognitive scienceinformation science

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Michael Mcguire

Professor & Department Chairperson

Towson University

Affiliations

Jess & Mildred Fisher College of Science & Mathematics

Department of Computer & Information Sciences

Michael Mcguire is currently serving as a Computer & Information Sciences Professor & Department Chairperson at Towson University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Michael Mcguire

Towson University

Professor & Department Chairperson

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Multi-Model Multi-Task Learning System for Hurricane Genesis Prediction. Studies in computational intelligence (2022)

Climatology and Trends of Tornado Favorable Environmental Ingredients in the United States. Annals of the American Association of Geographers (2022)

Classification of Eye Tracking Data in Visual Information Processing Tasks Using Convolutional Neural Networks and Feature Engineering. SN Computer Science (2021)

Yuehan YinYahya AlqahtaniJinjuan Heidi FengJoyram ChakrabortyMichael P. McGuire

Deep Learning Methods for the Prediction of Information Display Type Using Eye Tracking Sequences. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021)

Yuehan YinYahya AlqahtaniJinjuan Heidi FengJoyram ChakrabortyMichael P. McGuire

eye tracking sequencescomputer sciencemachine learningeye trackingcomputer visionartificial intelligenceinformation display typedeep learning methodsdeep learning

Effect of Normalization on Topsis and Fuzzy Topsis. Proceedings of the Conference on Information Systems Applied Research (2021)

fuzzy systemsfuzzy mathematicsperformance evaluationfuzzy optimizationintelligent systemsdata sciencefuzzy topsisneutrosophic setfuzzy logicsoft computingfuzzy computingfuzzy sets

Prediction of Tornado Days in the United States With Deep Convolutional Neural Networks. Computers & Geosciences (2021)

Michael P. McGuireTodd W. Moore

Integration and Comparison of Multi-Criteria Decision Making Methods in Safe Route Planner. Expert Systems with Applications (2020)

Tornado-Days in the United States by Phase of the Madden–Julian Oscillation and Global Wind Oscillation. Climate Dynamics (2019)

Todd W. MooreMichael P. McGuire

Understanding How Adhd Affects Visual Information Processing. Lecture notes in computer science (2019)

Understanding Visual Information Processing for American vs. Saudi Arabian Users. Advances in intelligent systems and computing (2019)

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