Faculty

Institution

Unit

Venue

Michael Lee

University of California, Irvine

Affiliations

School of Social Sciences

Department of Cognitive Sciences

NoneMichael Lee is currently serving as a Cognitive Sciences faculty at University of California, Irvine.

Honors

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Experiences

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Education

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Michael Lee

University of California, Irvine

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cognitive science psychology behavioral sciences machine learning statistics decision theory decision science bayesian analysis cognition memory cognitive modeling mathematical psychology decision analysis bayesian inference cognitive psychology neuropsychology psychological science behavioral research individual differences behavioral decision making human performance clustering behavior analysis visualization applied cognitive psychology human decision process psychometrics decision making psychological bulletin computational intelligence judgmental forecasting bandit problems category learning information visualization psychodynamic sensory science classification method brain modeling bayesian methods empirical evaluation mnemonic similarity task cognitive models human-computer interaction applied psychology behavioural psychology ranking algorithms applied behavior analysis crowd behavior human cognition sequential decision making backtesting brain science applied social psychology memory studies mathematical optimization exploration v exploitation estimation theory dimensionality reduction human performance modeling learning to rank user perception human computation reproducible research feature (computer vision) bayesian cognitive modeling hierarchical bayesian methods evidence accumulation human decision-making optimal stopping problem multidimensional scaling representations psychological models bayesian modeling child psychology formalization context model protein synthesis learning sciences collective cognition cognitive architecture

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Coupled Hidden Markov Model Framework for Measuring the Dynamics of Categorization. Journal of Mathematical Psychology (2024)

Manuel VillarrealMichael D. Lee

machine learninghidden markov modelobject categorizationclassification methodpattern recognitiondata classificationautomatic classificationcognitive sciencecomputer sciencecognitionbehavioral sciences

Assessing Hypo-Arousal During Reward Anticipation With Pupillometry in Patients With Major Depressive Disorder: Replication and Correlations With Anhedonia. Scientific Reports (2024)

Andy BrendlerMax SchneiderImmanuel G. ElbauRui SunTaechawidd NantawisarakulDorothee PöhlchenTanja BrücklA. K. BremE. B. BinderA. ErhardtJ. FietzN. C. GrandiY. KimS. Ilić-ĆoćićL. LeuchsS. LucaeT. NamendorfJ. PapeL. SchilbachI. von Mücke-HeimJ. ZiebulaMichael CzischPhilipp G. SämannMichael D. LeeVictor I. Spoormaker

cognitive neuroscienceneurologyneuropsychologymajor depressive disorderreproducible researchpsychiatryaffective neurosciencereward anticipationneurosciencebehavioral neuroscience

Cognitive Modeling of the Mnemonic Similarity Task as a Digital Biomarker for Alzheimer's Disease. Alzheimer s & Dementia (2024)

Casey R. VanderlipMichael D. LeeCraig E. L. Stark

cognitive neuroscienceneurologyneuropsychologycognitive modelingdigital biomarkeralzheimer's diseasecognitive scienceneurosciencemnemonic similarity task

Cognitive Modeling of the Mnemonic Similarity Task Predicts Alzheimer’s Disease Biomarker Status in Cognitively Unimpaired Older Adults. Alzheimer s & Dementia (2024)

Casey R VanderlipMichael D LeeCraig E.L. Stark

cognitive modelingmnemonic similarity taskunimpaired older adultsdementiacognitive impairmentalzheimer's diseasecognitive sciencedisease biomarker statusneurodegenerative diseases

Enhanced Behavioural and Neural Sensitivity to Punishments in Chronic Pain and Fatigue. Brain (2024)

Flavia ManciniPranav MahajanAnna á V GuttesenJakub OnyskIngrid ScholtesNicholas ShenkerMichael LeeBen Seymour

behavioural psychologyenhanced behaviouralchronic painneural sensitivitypsychologystress (biology)neurosciencebehavioral neurosciencebehavioral sciences

Strategies People Use Buying Airline Tickets: A Cognitive Modeling Analysis of Optimal Stopping in a Changing Environment. Experimental Economics (2024)

Michael D. LeeSara Chong

buying behaviorscognitive modelingoptimal stoppingairline ticketshuman behaviordecision scienceeconomicscognitive modeling analysistravel behaviorchanging environmentstrategies peopledecision theoryexperimental economicsbehavioral decision makingcognitive sciencebehavioral sciences

The Wisdom of the Crowd With Partial Rankings: A Bayesian Approach Implementing the Thurstone Model in Jags. Behavior Research Methods (2024)

Lauren E. MontgomeryNora BradfordMichael D. Lee

bayesian inferencebehavior analysisbayesian networkbehavioral researchpsychologybayesian analysisbehavioral experimentsthurstone modelbehavioral sciences

Using Cognitive Models to Improve the Wisdom of the Crowd. Current Directions in Psychological Science (2024)

Michael D. Lee

cognitive psychologycognitive modelingcollective cognitioncognitive modelscrowd behaviorpsychologysocial cognitioncognitive sciencepsychological science

Where’s Waldo, Ohio? Using Cognitive Models to Improve the Aggregation of Spatial Knowledge. Computational Brain & Behavior (2024)

Lauren E. MontgomeryCharles M. BaldiniJoachim VandekerckhoveMichael D. Lee

spatial cognitioncomputational neurosciencespatial knowledgecomputational intelligencecognitive sciencecognitive models

An Extension and Clinical Application of the Simple Model to the Free Recall of Repeated and Semantically Related Items. Computational Brain & Behavior (2023)

Holly A. WestfallMichael D. Lee

cognitive neurosciencefree recallmedicinesimple modelcomputational neuroscienceclinical applicationcognitive sciencememoryneuroscience

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Michael Lee

University of California, Irvine

Affiliations

School of Social Sciences

Department of Cognitive Sciences

NoneMichael Lee is currently serving as a Cognitive Sciences faculty at University of California, Irvine.

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 Lee

University of California, Irvine

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Coupled Hidden Markov Model Framework for Measuring the Dynamics of Categorization. Journal of Mathematical Psychology (2024)

Manuel VillarrealMichael D. Lee

Assessing Hypo-Arousal During Reward Anticipation With Pupillometry in Patients With Major Depressive Disorder: Replication and Correlations With Anhedonia. Scientific Reports (2024)

cognitive neuroscienceneurologyneuropsychologymajor depressive disorderreproducible researchpsychiatryaffective neurosciencereward anticipationneurosciencebehavioral neuroscience

Cognitive Modeling of the Mnemonic Similarity Task as a Digital Biomarker for Alzheimer's Disease. Alzheimer s & Dementia (2024)

Casey R. VanderlipMichael D. LeeCraig E. L. Stark

cognitive neuroscienceneurologyneuropsychologycognitive modelingdigital biomarkeralzheimer's diseasecognitive scienceneurosciencemnemonic similarity task

Cognitive Modeling of the Mnemonic Similarity Task Predicts Alzheimer’s Disease Biomarker Status in Cognitively Unimpaired Older Adults. Alzheimer s & Dementia (2024)

Casey R VanderlipMichael D LeeCraig E.L. Stark

cognitive modelingmnemonic similarity taskunimpaired older adultsdementiacognitive impairmentalzheimer's diseasecognitive sciencedisease biomarker statusneurodegenerative diseases

Enhanced Behavioural and Neural Sensitivity to Punishments in Chronic Pain and Fatigue. Brain (2024)

Flavia ManciniPranav MahajanAnna á V GuttesenJakub OnyskIngrid ScholtesNicholas ShenkerMichael LeeBen Seymour

behavioural psychologyenhanced behaviouralchronic painneural sensitivitypsychologystress (biology)neurosciencebehavioral neurosciencebehavioral sciences

Strategies People Use Buying Airline Tickets: A Cognitive Modeling Analysis of Optimal Stopping in a Changing Environment. Experimental Economics (2024)

Michael D. LeeSara Chong

The Wisdom of the Crowd With Partial Rankings: A Bayesian Approach Implementing the Thurstone Model in Jags. Behavior Research Methods (2024)

Lauren E. MontgomeryNora BradfordMichael D. Lee

bayesian inferencebehavior analysisbayesian networkbehavioral researchpsychologybayesian analysisbehavioral experimentsthurstone modelbehavioral sciences

Using Cognitive Models to Improve the Wisdom of the Crowd. Current Directions in Psychological Science (2024)

Michael D. Lee

cognitive psychologycognitive modelingcollective cognitioncognitive modelscrowd behaviorpsychologysocial cognitioncognitive sciencepsychological science

Where’s Waldo, Ohio? Using Cognitive Models to Improve the Aggregation of Spatial Knowledge. Computational Brain & Behavior (2024)

Lauren E. MontgomeryCharles M. BaldiniJoachim VandekerckhoveMichael D. Lee

spatial cognitioncomputational neurosciencespatial knowledgecomputational intelligencecognitive sciencecognitive models

An Extension and Clinical Application of the Simple Model to the Free Recall of Repeated and Semantically Related Items. Computational Brain & Behavior (2023)

Holly A. WestfallMichael D. Lee

cognitive neurosciencefree recallmedicinesimple modelcomputational neuroscienceclinical applicationcognitive sciencememoryneuroscience

1
2
3
4
5
26
10 / page

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