Machine Learning-Based Problem Space Reduction in Stochastic Programming Models: An Application in Biofuel Supply Chain Network Design. - Keith, Kolton; Castillo-Villar, Krystel K.; Alaeddini, Adel (IEEE Access, 2024)

A Laplacian regularized graph neural network for predictive modeling of multiple chronic conditions. - Rico, Julian Carvajal; Alaeddini, Adel; Faruqui, Syed Hasib Akhter; Fisher-Hoch, Susan P.; Mccormick, Joseph B. (Comput. Methods Programs Biomed., 2024)

Structured segment rescaling with Gaussian processes for parameter efficient ConvNets. - Siddiqui, Bilal; Alaeddini, Adel; Zhu, Dakai (J. Syst. Archit., 2024)

Few-shot classification with prototypical neural network for hospital flow recognition under uncertainty. - Chang, Mike C.; Alaeddini, Adel (Netw. Model. Anal. Health Informatics Bioinform., 2024)

Nurse-in-the-Loop Artificial Intelligence for Precision Management of Type 2 Diabetes in a Clinical Trial Utilizing Transfer-Learned Predictive Digital Twin. - Faruqui, Syed Hasib Akhter; Alaeddini, Adel; Du, Yan; Li, Shiyu; Sharma, Kumar; Wang, Jing (CoRR, 2024)

A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network. - Rico, Julian Carvajal; Alaeddini, Adel; Faruqui, Syed Hasib Akhter; Fisher-Hoch, Susan P.; Mccormick, Joseph B. (CoRR, 2024)

Task-Level Control and Poincaré Map-Based Sim-to-Real Transfer for Effective Command Following of Quadrupedal Trot Gait. - Bhounsule, Pranav A.; Torres, Daniel; Hernandez-Hinojosa, Ernesto; Alaeddini, Adel (2023)

Efficient ConvNet Optimization through Width Modification Guided with Gaussian Processes. - Siddiqui, Bilal; Alaeddini, Adel; Zhu, Dakai (2023)

Machine learning tools to improve nonlinear modeling parameters of RC columns. - Koodiani, Hamid Khodadadi; Jafari, Elahe; Majlesi, Arsalan; Shahin, Mohammad; Matamoros, Adolfo; Alaeddini, Adel (CoRR, 2023)

Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study. - Martinez, Stanford; Ramirez-Tamayo, Carolina; Faruqui, Syed Hasib Akhter; Clark, Kal; Alaeddini, Adel; Czarnek, Nicholas; Aggarwal, Aarushi; Emamzadeh, Sahra; Mock, Jeffrey R.; Golob, Edward J. (CoRR, 2023)

Incorporation of Eye-Tracking and Gaze Feedback to Characterize and Improve Radiologist Search Patterns of Chest X-rays: A Randomized Controlled Clinical Trial. - Ramirez-Tamayo, Carolina; Faruqui, Syed Hasib Akhter; Martinez, Stanford; Brisco, Angel; Czarnek, Nicholas; Alaeddini, Adel; Mock, Jeffrey R.; Golob, Edward J.; Clark, Kal L. (CoRR, 2023)

A Laplacian-regularized dual-phase Gaussian process technique for semi-supervised response surface modeling of black-box functions. - Martinez, Stanford; Alaeddini, Adel (Qual. Reliab. Eng. Int., 2022)

Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet. - Zeng, Yingyan; Shojaee, Parshin; Faruqui, Syed Hasib Akhter; Alaeddini, Adel; Jin, Ran (2022)

Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification on Social Networks. - Silva, Samuel Henrique; Das, Arun; Alaeddini, Adel; Najafirad, Peyman (2022)

A Model Predictive Control Functional Continuous Time Bayesian Network for Self-Management of Multiple Chronic Conditions. - Faruqui, Syed Hasib Akhter; Alaeddini, Adel; Wang, Jing; Fisher-Hoch, Susan P.; Mccormick, Joseph B.; Rico, Julian Carvajal (CoRR, 2022)

Multi-Armed Bandit Regularized Expected Improvement for Efficient Global Optimization of Expensive Computer Experiments With Low Noise. - Meka, Rajitha; Alaeddini, Adel; Ovuegbe, Chinonso; Bhounsule, Pranav A.; Najafirad, Peyman; Yang, Kai (IEEE Access, 2021)

A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions. - Faruqui, Syed Hasib Akhter; Alaeddini, Adel; Wang, Jing; Jaramillo, Carlos A.; Pugh, Mary Jo (IEEE Access, 2021)

Dynamic Functional Continuous Time Bayesian Networks for Prediction and Monitoring of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions. - Faruqui, Syed Hasib Akhter; Alaeddini, Adel; Wang, Jing; Fisher-Hoch, Susan P.; Mccormick, Joseph B. (IEEE Access, 2021)

Nonlinear State Space Modeling and Control of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions. - Faruqui, Syed Hasib Akhter; Alaeddini, Adel; Wang, Jing; Fisher-Hoch, Susan P.; McCormic, Joseph B. (CoRR, 2021)

Temporal Graph Traversals Using Reinforcement Learning With Proximal Policy Optimization. - Silva, Samuel Henrique; Alaeddini, Adel; Najafirad, Peyman (IEEE Access, 2020)

An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression. - Meka, Rajitha; Alaeddini, Adel; Oyama, Sakiko; Langer, Kristina (IEEE Access, 2020)

Corrections to "An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression". - Meka, Rajitha; Alaeddini, Adel; Oyama, Sakiko; Langer, Kristina (IEEE Access, 2020)

One-Step Deadbeat Control of a 5-Link Biped Using Data-Driven Nonlinear Approximation of the Step-to-Step Dynamics. - Bhounsule, Pranav A.; Hernandez-Hinojosa, Ernesto; Alaeddini, Adel (Robotics, 2020)

A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions. - Faruqui, Syed Hasib Akhter; Alaeddini, Adel; Wang, Jing; Jaramillo, Carlos A. (CoRR, 2020)

Sequential Laplacian regularized V-optimal design of experiments for response surface modeling of expensive tests: An application in wind tunnel testing. - Alaeddini, Adel; Craft, Edward; Meka, Rajitha; Martinez, Stanford (IISE Trans., 2019)

A sequential weighted Laplacian-regularized optimal design for response surface modeling of expensive functions with outliers: An application in linear elastic fracture mechanics. - Martinez, Stanford; Alaeddini, Adel; Langer, Kristina (Qual. Reliab. Eng. Int., 2019)

Economic-statistical design of X ¯ Shewhart control charts with fuzzy parameters. - Bakhtiarifar, Mohammad Hasan; Amiri, Amirhossein; Alaeddini, Adel (J. Intell. Fuzzy Syst., 2017)

An Area-based Methodology for the Monitoring of General Linear Profiles. - Motasemi, Abed; Alaeddini, Adel; Zou, Changliang (Qual. Reliab. Eng. Int., 2017)

Multivariate adaptive approach for monitoring simple linear profiles. - Abdella, Galal M.; Yang, Kai; Alaeddini, Adel (Int. J. Data Anal. Tech. Strateg., 2014)

An Adaptive Sequential Experimentation Methodology for Expensive Response Surface Optimization - Case Study in Traumatic Brain Injury Modeling. - Alaeddini, Adel; Yang, Kai; Mao, Haojie; Murat, Alper Ekrem; Ankenman, Bruce E. (Qual. Reliab. Eng. Int., 2014)

ASRSM: A Sequential Experimental Design for Response Surface Optimization. - Alaeddini, Adel; Yang, Kai; Murat, Alper Ekrem (Qual. Reliab. Eng. Int., 2013)

An Efficient Adaptive Sequential Methodology for Expensive Response Surface Optimization. - Alaeddini, Adel; Murat, Alper Ekrem; Yang, Kai; Ankenman, Bruce E. (Qual. Reliab. Eng. Int., 2013)

Using Bayesian networks for root cause analysis in statistical process control. - Alaeddini, Adel; Dogan, Ibrahim (Expert Syst. Appl., 2011)

A general fuzzy-statistical clustering approach for estimating the time of change in variable sampling control charts. - Zarandi, Mohammad Hossein Fazel; Alaeddini, Adel (Inf. Sci., 2010)

A hybrid fuzzy-statistical clustering approach for estimating the time of changes in fixed and variable sampling control charts. - Alaeddini, Adel; Ghazanfari, Mehdi; Nayeri, Majid Amin (Inf. Sci., 2009)

A hybrid fuzzy adaptive sampling - Run rules for Shewhart control charts. - Zarandi, Mohammad Hossein Fazel; Alaeddini, Adel; Türksen, I. Burhan (Inf. Sci., 2008)

A clustering approach to identify the time of a step change in Shewhart control charts. - Ghazanfari, Mehdi; Alaeddini, Adel; Niaki, Seyed Taghi Akhavan; Aryanezhad, Mir-Bahador (Qual. Reliab. Eng. Int., 2008)

A Neuro-fuzzy Multi-objective Design of Shewhart Control Charts. - Zarandi, Mohammad Hossein Fazel; Alaeddini, Adel; Türksen, I. Burhan; Ghazanfari, Mehdi (2007)