Adel Alaeddini

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Topics

Gaussian Process

Response Surface

Top Venues

Qual. Reliab. Eng. Int.

Publications

Kolton Keith, Krystel K. Castillo-Villar, Adel Alaeddini
Machine Learning-Based Problem Space Reduction in Stochastic Programming Models: An Application in Biofuel Supply Chain Network Design. IEEE Access 12 (2024)
Julian Carvajal Rico, Adel Alaeddini, Syed Hasib Akhter Faruqui, Susan P. Fisher-Hoch, Joseph B. Mccormick
A Laplacian regularized graph neural network for predictive modeling of multiple chronic conditions. Comput. Methods Programs Biomed. 247 (2024)
Syed Hasib Akhter Faruqui, Adel Alaeddini, Yan Du, Shiyu Li, Kumar Sharma, Jing Wang
Nurse-in-the-Loop Artificial Intelligence for Precision Management of Type 2 Diabetes in a Clinical Trial Utilizing Transfer-Learned Predictive Digital Twin. CoRR (2024)
Mike C. Chang, Adel Alaeddini
Few-shot classification with prototypical neural network for hospital flow recognition under uncertainty. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Pranav A. Bhounsule, Daniel Torres, Ernesto Hernandez-Hinojosa, Adel Alaeddini
Task-Level Control and Poincaré Map-Based Sim-to-Real Transfer for Effective Command Following of Quadrupedal Trot Gait. Humanoids (2023)
Hamid Khodadadi Koodiani, Elahe Jafari, Arsalan Majlesi, Mohammad Shahin, Adolfo Matamoros, Adel Alaeddini
Machine learning tools to improve nonlinear modeling parameters of RC columns. CoRR (2023)
Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui, Stanford Martinez, Angel Brisco, Nicholas Czarnek, Adel Alaeddini, Jeffrey R. Mock, Edward J. Golob, Kal L. Clark
Incorporation of Eye-Tracking and Gaze Feedback to Characterize and Improve Radiologist Search Patterns of Chest X-rays: A Randomized Controlled Clinical Trial. CoRR (2023)
Bilal Siddiqui, Adel Alaeddini, Dakai Zhu
Efficient ConvNet Optimization through Width Modification Guided with Gaussian Processes. ICPADS (2023)
Stanford Martinez, Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui, Kal Clark, Adel Alaeddini, Nicholas Czarnek, Aarushi Aggarwal, Sahra Emamzadeh, Jeffrey R. Mock, Edward J. Golob
Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study. CoRR (2023)
Samuel Henrique Silva, Arun Das, Adel Alaeddini, Peyman Najafirad
Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification on Social Networks. ICWSM (2022)
Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin
Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet. ICPS (2022)
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P. Fisher-Hoch, Joseph B. Mccormick, Julian Carvajal Rico
A Model Predictive Control Functional Continuous Time Bayesian Network for Self-Management of Multiple Chronic Conditions. CoRR (2022)
Stanford Martinez, Adel Alaeddini
A Laplacian-regularized dual-phase Gaussian process technique for semi-supervised response surface modeling of black-box functions. Qual. Reliab. Eng. Int. 38 (8) (2022)
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P. Fisher-Hoch, Joseph B. Mccormick
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. IEEE Access 9 (2021)
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Carlos A. Jaramillo, Mary Jo Pugh
A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions. IEEE Access 9 (2021)
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P. Fisher-Hoch, Joseph B. McCormic
Nonlinear State Space Modeling and Control of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions. CoRR (2021)
Rajitha Meka, Adel Alaeddini, Chinonso Ovuegbe, Pranav A. Bhounsule, Peyman Najafirad, Kai Yang
Multi-Armed Bandit Regularized Expected Improvement for Efficient Global Optimization of Expensive Computer Experiments With Low Noise. IEEE Access 9 (2021)
Samuel Henrique Silva, Adel Alaeddini, Peyman Najafirad
Temporal Graph Traversals Using Reinforcement Learning With Proximal Policy Optimization. IEEE Access 8 (2020)
Rajitha Meka, Adel Alaeddini, Sakiko Oyama, Kristina Langer
An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression. IEEE Access 8 (2020)
Rajitha Meka, Adel Alaeddini, Sakiko Oyama, Kristina Langer
Corrections to "An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression". IEEE Access 8 (2020)
Pranav A. Bhounsule, Ernesto Hernandez-Hinojosa, Adel Alaeddini
One-Step Deadbeat Control of a 5-Link Biped Using Data-Driven Nonlinear Approximation of the Step-to-Step Dynamics. Robotics 9 (4) (2020)
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Carlos A. Jaramillo
A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions. CoRR (2020)
Stanford Martinez, Adel Alaeddini, Kristina Langer
A sequential weighted Laplacian-regularized optimal design for response surface modeling of expensive functions with outliers: An application in linear elastic fracture mechanics. Qual. Reliab. Eng. Int. 35 (6) (2019)
Adel Alaeddini, Edward Craft, Rajitha Meka, Stanford Martinez
Sequential Laplacian regularized V-optimal design of experiments for response surface modeling of expensive tests: An application in wind tunnel testing. IISE Trans. 51 (5) (2019)
Abed Motasemi, Adel Alaeddini, Changliang Zou
An Area-based Methodology for the Monitoring of General Linear Profiles. Qual. Reliab. Eng. Int. 33 (1) (2017)
Mohammad Hasan Bakhtiarifar, Amirhossein Amiri, Adel Alaeddini
Economic-statistical design of X ¯ Shewhart control charts with fuzzy parameters. J. Intell. Fuzzy Syst. 32 (6) (2017)
Adel Alaeddini, Kai Yang, Haojie Mao, Alper Ekrem Murat, Bruce E. Ankenman
An Adaptive Sequential Experimentation Methodology for Expensive Response Surface Optimization - Case Study in Traumatic Brain Injury Modeling. Qual. Reliab. Eng. Int. 30 (6) (2014)
Galal M. Abdella, Kai Yang, Adel Alaeddini
Multivariate adaptive approach for monitoring simple linear profiles. Int. J. Data Anal. Tech. Strateg. 6 (1) (2014)
Adel Alaeddini, Alper Ekrem Murat, Kai Yang, Bruce E. Ankenman
An Efficient Adaptive Sequential Methodology for Expensive Response Surface Optimization. Qual. Reliab. Eng. Int. 29 (6) (2013)
Adel Alaeddini, Kai Yang, Alper Ekrem Murat
ASRSM: A Sequential Experimental Design for Response Surface Optimization. Qual. Reliab. Eng. Int. 29 (2) (2013)
Adel Alaeddini, Ibrahim Dogan
Using Bayesian networks for root cause analysis in statistical process control. Expert Syst. Appl. 38 (9) (2011)
Mohammad Hossein Fazel Zarandi, Adel Alaeddini
A general fuzzy-statistical clustering approach for estimating the time of change in variable sampling control charts. Inf. Sci. 180 (16) (2010)
Adel Alaeddini, Mehdi Ghazanfari, Majid Amin Nayeri
A hybrid fuzzy-statistical clustering approach for estimating the time of changes in fixed and variable sampling control charts. Inf. Sci. 179 (11) (2009)
Mehdi Ghazanfari, Adel Alaeddini, Seyed Taghi Akhavan Niaki, Mir-Bahador Aryanezhad
A clustering approach to identify the time of a step change in Shewhart control charts. Qual. Reliab. Eng. Int. 24 (7) (2008)
Mohammad Hossein Fazel Zarandi, Adel Alaeddini, I. Burhan Türksen
A hybrid fuzzy adaptive sampling - Run rules for Shewhart control charts. Inf. Sci. 178 (4) (2008)