Rahmatollah Beheshti

Orcid: 0000-0001-8912-3063

Affiliations:
  • University of Delaware, USA
  • Johns Hopkins University, USA


According to our database1, Rahmatollah Beheshti authored at least 33 papers between 2011 and 2024.

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

Timeline

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Bibliography

2024
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks.
CoRR, 2024

Multimodal Sleep Apnea Detection with Missing or Noisy Modalities.
CoRR, 2024

2023
Subtyping Patients With Chronic Disease Using Longitudinal BMI Patterns.
IEEE J. Biomed. Health Informatics, April, 2023

Bringing At-home Pediatric Sleep Apnea Testing Closer to Reality: A Multi-modal Transformer Approach.
Proceedings of the Machine Learning for Healthcare Conference, 2023

Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

2022
Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements.
ACM Trans. Comput. Heal., 2022

Who will Leave a Pediatric Weight Management Program and When? - A machine learning approach for predicting attrition patterns.
CoRR, 2022

Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records.
Proceedings of the Machine Learning for Healthcare Conference, 2022

An Extensive Data Processing Pipeline for MIMIC-IV.
Proceedings of the Machine Learning for Health, 2022

Predicting attrition patterns from pediatric weight management programs.
Proceedings of the Machine Learning for Health, 2022

Predicting acute events using the movement patterns of older adults: an unsupervised clustering method.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Flexible-Window Predictions on Electronic Health Records.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models.
BMC Medical Informatics Decis. Mak., 2021

Identifying the Risks of Chronic Diseases Using BMI Trajectories.
CoRR, 2021

Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method.
CoRR, 2021

Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Concurrent imputation and prediction on EHR data using bi-directional GANs: Bi-GANs for EHR imputation and prediction.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020
Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks.
CoRR, 2020

2019
Obesity Prediction with EHR Data: A deep learning approach with interpretability.
CoRR, 2019

Multi-modal Predictive Models of Diabetes Progression.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2015
A hybrid modeling approach for parking and traffic prediction in urban simulations.
AI Soc., 2015

Modeling social norms in real-world agent-based simulations.
AI Matters, 2015

Modeling implicit collaboration with normative agent architectures.
Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

Modeling Tipping Point Theory using Normative Multi-agent Systems: (Extended Abstract).
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Cognitive Social Learners: An Architecture for Modeling Normative Behavior.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
HOMAN, a learning based negotiation method for holonic multi-agent systems.
J. Intell. Fuzzy Syst., 2014

A normative agent-based model for predicting smoking cessation trends.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Negotiations in Holonic Multi-agent Systems.
Proceedings of the Recent Advances in Agent-based Complex Automated Negotiation [revised and extended papers from the 7th International Workshop on Agent-based Complex Automated Negotiation, 2014

Normative agents for real-world scenarios.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Improving Markov Chain Monte Carlo Estimation with Agent-Based Models.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Analyzing Agent-Based Models Using Category Theory.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2013

2012
Extracting Agent-Based Models of Human Transportation Patterns.
Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

2011
A New Mechanism for Negotiations in Multi-Agent Systems Based on ARTMAP Artificial Neural Network.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011


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