Varun Dutt

Orcid: 0000-0002-2151-8314

According to our database1, Varun Dutt authored at least 82 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Human decision-making data in the cart-pole game.
Dataset, July, 2024

Evaluating the efficacy of haptic feedback, 360° treadmill-integrated Virtual Reality framework and longitudinal training on decision-making performance in a complex search-and-shoot simulation.
CoRR, 2024

Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods.
CoRR, 2024

Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods.
CoRR, 2024

Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles.
CoRR, 2024

Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods.
CoRR, 2024

GlucoBreath: An IoT, ML, and Breath-Based Non-Invasive Glucose Meter.
IEEE Access, 2024

Exploring the Effects of Yoga on Self-Esteem and Emotional Well-Being in Stressed College Students: A Randomized Controlled Trial.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

SugarControl: An Integrative Mobile App for Type 2 Diabetes Management through Yoga Meditation and Lifestyle Interventions.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Exploring Performance in Complex Search-and-Retrieve Tasks: A Comparative Analysis of PPO and GAIL Robots.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Predicting Stress among Students via Psychometric Assessments and Machine Learning.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Automating Clinical Trial Eligibility Screening: Quantitative Analysis of GPT Models versus Human Expertise.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Retention from ancient Indian scriptures: Evaluating VR-based storytelling against the traditional methods.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Quantitative Analysis of GPT-4 model: Optimizing Patient Eligibility Classification for Clinical Trials and Reducing Expert Judgment Dependency.
Proceedings of the 2024 8th International Conference on Medical and Health Informatics, 2024

An AI Driven Pipeline for 6G Enabled Digital Creatives Identification, Performance Monitoring and Attribution.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023
Does subnetting and port hardening influence human adversarial decisions? An investigation via a HackIT tool.
Frontiers Big Data, January, 2023

Analyzing the Performance of Univariate and Multivariate Machine Learning Models in Soil Movement Prediction: A Comparative Study.
IEEE Access, 2023

Modeling Human Actions in the Cart-Pole Game Using Cognitive and Deep Reinforcement Learning Approach.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2023

Does longitudinal, anodal tDCS improve working memory? A behavioral investigation: tDCS and Working Memory.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Predicting Adverse Childhood Experiences via Machine Learning Ensembles.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Prediction of decision-making performance post-longitudinal tDCS administration via EEG features and machine learning.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Assessing stress, anxiety, and depression with social robots via conversational AI.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Learning channel attention for decoding of visual imagined text from multi-band EEG using metric learning.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

The impact of Odissi dance on stress, anxiety, and depression levels among young adults.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Effects of Simulation Tools and Videos on People's Cognizance of Climate Change.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Impact of Indian Classical Raga in Immersive Environments on Human Psycho-physiological Parameters.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Evaluating the Effectiveness of Mantra Meditation in a 360 Virtual Reality Environment.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Is Virtual Reality better than desktop-based cognitive training? A neurobehavioral evaluation of visual processing and transfer performance.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

How well does GPT phish people? An investigation involving cognitive biases and feedback.
Proceedings of the IEEE European Symposium on Security and Privacy, 2023

2022
Life and Death Decisions and COVID-19: Investigating and Modeling the Effect of Framing, Experience, and Context on Preference Reversals in the Asian Disease Problem.
Top. Cogn. Sci., 2022

Learning About the Effects of Alert Uncertainty in Attack and Defend Decisions via Cognitive Modeling.
Hum. Factors, 2022

Development of Ensemble Tree Models for Generalized Blood Glucose Level Prediction.
Proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering, 2022

How the Presence of Cognitive Biases in Phishing Emails Affects Human Decision-Making?
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Multi-human Intelligence in Instance-Based Learning.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021
Evaluation of Instance-Based Learning and Q-Learning Algorithms in Dynamic Environments.
IEEE Access, 2021

2020
Medicine data.
Dataset, March, 2020

Understanding Decisions in Collective Risk Social Dilemma Games Using Reinforcement Learning.
IEEE Trans. Cogn. Dev. Syst., 2020

AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures.
Frontiers Big Data, 2020

Medicine Expenditure Prediction via a Variance- Based Generative Adversarial Network.
IEEE Access, 2020

Modeling Decisions from Experience Among Frequent and Infrequent Switchers via Strategy-Based and Instance-Based Models.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2020

An Online Low-Cost System for Air Quality Monitoring, Prediction, and Warning.
Proceedings of the Distributed Computing and Internet Technology, 2020

Comparative Analysis of Multi-Step Time-Series Forecasting for Network Load Dataset.
Proceedings of the 11th International Conference on Computing, 2020

Desktop and Virtual-Reality Training Under Varying Degrees of Task Difficulty in a Complex Search-and-Shoot Scenario.
Proceedings of the HCI International 2020 - Late Breaking Papers: Virtual and Augmented Reality, 2020

Influence of Followers on Twitter Sentiments About Rare Disease Medications.
Proceedings of the Intelligent Data Engineering and Analytics, 2020

HackIt: A Real-Time Simulation Tool for Studying Real-World Cyberattacks in the Laboratory.
Proceedings of the Handbook of Computer Networks and Cyber Security, 2020

2019
Behavioral Cybersecurity: Investigating the influence of Patching Vulnerabilities in Markov Security Games via Cognitive Modeling.
Int. J. Cyber Situational Aware., 2019

Predictions of Weekly Slope Movements Using Moving-Average and Neural Network Methods: A Case Study in Chamoli, India.
Proceedings of the Soft Computing for Problem Solving 2019, 2019

Applications of Statistical and Machine Learning Time-Series Methods for Predicting Internet Usage.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Comparative Analysis of Features Selection Techniques for Classification in Healthcare.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Virtual-Reality Training Under Varying Degrees of Task Difficulty in a Complex Search-and-Shoot Scenario.
Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019

Modeling Decisions in Collective Risk Social Dilemma Games for Climate Change Using Reinforcement Learning.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2019

Influence of Social Norms on Decision-Making Against Landslide Risks in Interactive Simulation Tools.
Proceedings of the Advances in Human Factors and Simulation, 2019

HackIT: A Human-in-the-Loop Simulation Tool for Realistic Cyber Deception Experiments.
Proceedings of the Advances in Human Factors in Cybersecurity, 2019

2018
Social-network analysis in healthcare: analysing the effect of weighted influence in physician networks.
Netw. Model. Anal. Health Informatics Bioinform., 2018

Understanding Cyber Situational Awareness in a Cyber Security Game involving.
Int. J. Cyber Situational Aware., 2018

Indirect Visual Displays: Influence of Field-of-Views and Target-Distractor Base-Rates on Decision-Making in a Search-and-Shoot Task.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Evaluating Frequent-Set Mining Approaches in Machine-Learning Problems with Several Attributes: A Case Study in Healthcare.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

Interactive Landslide Simulator: Role of Contextual Feedback in Learning Against Landslide Risks.
Proceedings of the Intelligent Human Computer Interaction - 10th International Conference, 2018

Cyber security: Influence of patching vulnerabilities on the decision-making of hackers and analysts.
Proceedings of the International Conference On Cyber Situational Awareness, 2018

2017
Effects of Motivation: Rewarding Hackers for Undetected Attacks Cause Analysts to Perform Poorly.
Hum. Factors, 2017

Data-mining medications for pain: analyzing adoption behavior of physicians and switching behavior of patients.
Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017

Modeling the effects of amount and timing of deception in simulated network scenarios.
Proceedings of the 2017 International Conference On Cyber Situational Awareness, 2017

Social-Network Analysis for Pain Medications: Influential physicians may not be high-volume prescribers.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Comparing Ocular Parameters for Cognitive Load Measurement in Eye-Gaze-Controlled Interfaces for Automotive and Desktop Computing Environments.
Int. J. Hum. Comput. Interact., 2016

Applying Data Mining to Healthcare: A Study of Social Network of Physicians and Patient Journeys.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Cybersecurity: Effect of information availability in security games.
Proceedings of the 2016 International Conference On Cyber Situational Awareness, 2016

Looking from the hacker's perspective: Role of deceptive strategies in cyber security.
Proceedings of the 2016 International Conference On Cyber Situational Awareness, 2016

2015
A Cognitive Model of Dynamic Cooperation With Varied Interdependency Information.
Cogn. Sci., 2015

Effect of Road Conditions on Gaze-Control Interface in an Automotive Environment.
Proceedings of the Universal Access in Human-Computer Interaction. Access to the Human Environment and Culture, 2015

Cyber security: A game-theoretic analysis of defender and attacker strategies in defacing-website games.
Proceedings of the 2015 International Conference on Cyber Situational Awareness, 2015

2014
Environment-Adaptive Learning: How Clustering Helps to Obtain Good Training Data.
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Understanding Human Driving Behavior through Computational Cognitive Modeling.
Proceedings of the Internet of Vehicles - Technologies and Services, 2014

2013
Validating instance-based learning mechanisms outside of ACT-R.
J. Comput. Sci., 2013

Cyber security: testing the effects of attack strategy, similarity, and experience on cyber attack detection.
Int. J. Trust. Manag. Comput. Commun., 2013

Cyber Situation Awareness: Modeling Detection of Cyber Attacks With Instance-Based Learning Theory.
Hum. Factors, 2013

2012
Making Instance-based Learning Theory usable and understandable: The Instance-based Learning Tool.
Comput. Hum. Behav., 2012

2011
A Loser Can Be a Winner: Comparison of Two Instance-based Learning Models in a Market Entry Competition.
Games, 2011

A generic dynamic control task for behavioral research and education.
Comput. Hum. Behav., 2011

Cyber Situation Awareness: Modeling the Security Analyst in a Cyber-Attack Scenario through Instance-Based Learning.
Proceedings of the Data and Applications Security and Privacy XXV, 2011

Modeling a robotics operator manager in a tactical battlefield.
Proceedings of the IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2011

Modeling Social Information in Conflict Situations through Instance-Based Learning Theory.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011


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