Adel Alaeddini

45 papers A 1B 1Journal 40Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Adjacency-Adaptive Gaussian Process Method for Sample Efficient Response Surface Modeling and Test-Point Acquisition. Technometrics Stanford Martinez, Adel Alaeddini
2026	J	`jnl`	Detecting Concept Drift in Object Detection Models: A Collaborative AI-Human Approach for Defense Applications. IEEE Access Aiden M. Garcia-Rubio, Logan Heck, Kristin M. Schweitzer, Raymond M. Bateman, Adel Alaeddini, Krystel K. Castillo-Villar
2026	J	`jnl`	Kolmogorov-Arnold Networks-Based Tolerance-Aware Manufacturability Assessment Integrating Design-for-Manufacturing Principles. CoRR Masoud Deylami, Negar Izadipour, Adel Alaeddini
2025	J	`jnl`	A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network. IEEE J. Biomed. Health Informatics Julian Carvajal Rico, Adel Alaeddini, Syed Hasib Akhter Faruqui, Susan P. Fisher-Hoch, Joseph B. Mccormick
2025	J	`jnl`	Integrating Wide and Deep Neural Networks with Squeeze-and-Excitation Blocks for Multi-Target Property Prediction in Additively Manufactured Fiber Reinforced Composites. CoRR Behzad Parvaresh, Rahmat K. Adesunkanmi, Adel Alaeddini
2025	J	`jnl`	Multi-Modal Drift Forecasting of Leeway Objects via Navier-Stokes-Guided CNN and Sequence-to-Sequence Attention-Based Models. CoRR Rahmat K. Adesunkanmi, Alexander W. Brandt, Masoud Deylami, Gustavo A. Giraldo Echeverri, Hamidreza Karbasian, Adel Alaeddini
2025	J	`jnl`	Operator-Theoretic Joint Estimation of Aging-Aware State of Charge and Control-Informed State of Health. CoRR Rahmat K. Adesunkanmi, Adel Alaeddini, Mahesh Krishnamurthy
2024	J	`jnl`	A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network. CoRR Julian Carvajal Rico, Adel Alaeddini, Syed Hasib Akhter Faruqui, Susan P. Fisher-Hoch, Joseph B. Mccormick
2024	J	`jnl`	A Laplacian regularized graph neural network for predictive modeling of multiple chronic conditions. Comput. Methods Programs Biomed. Julian Carvajal Rico, Adel Alaeddini, Syed Hasib Akhter Faruqui, Susan P. Fisher-Hoch, Joseph B. Mccormick
2024	J	`jnl`	Few-shot classification with prototypical neural network for hospital flow recognition under uncertainty. Netw. Model. Anal. Health Informatics Bioinform. Mike C. Chang, Adel Alaeddini
2024	J	`jnl`	Machine Learning-Based Problem Space Reduction in Stochastic Programming Models: An Application in Biofuel Supply Chain Network Design. IEEE Access Kolton Keith, Krystel K. Castillo-Villar, Adel Alaeddini
2024	J	`jnl`	Nurse-in-the-Loop Artificial Intelligence for Precision Management of Type 2 Diabetes in a Clinical Trial Utilizing Transfer-Learned Predictive Digital Twin. CoRR Syed Hasib Akhter Faruqui, Adel Alaeddini, Yan Du, Shiyu Li, Kumar Sharma, Jing Wang
2024	J	`jnl`	Structured segment rescaling with Gaussian processes for parameter efficient ConvNets. J. Syst. Archit. Bilal Siddiqui, Adel Alaeddini, Dakai Zhu
2023	J	`jnl`	Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study. CoRR 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
2023	B	`conf`	Efficient ConvNet Optimization through Width Modification Guided with Gaussian Processes. ICPADS Bilal Siddiqui, Adel Alaeddini, Dakai Zhu
2023	J	`jnl`	Incorporation of Eye-Tracking and Gaze Feedback to Characterize and Improve Radiologist Search Patterns of Chest X-rays: A Randomized Controlled Clinical Trial. CoRR Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui, Stanford Martinez, Angel Brisco, Nicholas Czarnek, Adel Alaeddini, Jeffrey R. Mock, Edward J. Golob, Kal L. Clark
2023	J	`jnl`	Machine learning tools to improve nonlinear modeling parameters of RC columns. CoRR Hamid Khodadadi Koodiani, Elahe Jafari, Arsalan Majlesi, Mohammad Shahin, Adolfo Matamoros, Adel Alaeddini
2023	—	`conf`	Task-Level Control and Poincaré Map-Based Sim-to-Real Transfer for Effective Command Following of Quadrupedal Trot Gait. Humanoids Pranav A. Bhounsule, Daniel Torres, Ernesto Hernandez-Hinojosa, Adel Alaeddini
2022	J	`jnl`	A Laplacian-regularized dual-phase Gaussian process technique for semi-supervised response surface modeling of black-box functions. Qual. Reliab. Eng. Int. Stanford Martinez, Adel Alaeddini
2022	J	`jnl`	A Model Predictive Control Functional Continuous Time Bayesian Network for Self-Management of Multiple Chronic Conditions. CoRR Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P. Fisher-Hoch, Joseph B. Mccormick, Julian Carvajal Rico
2022	A	`conf`	Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification on Social Networks. ICWSM Samuel Henrique Silva, Arun Das, Adel Alaeddini, Peyman Najafirad
2022	—	`conf`	Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet. ICPS Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin
2021	J	`jnl`	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 Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Carlos A. Jaramillo, Mary Jo Pugh
2021	J	`jnl`	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 Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P. Fisher-Hoch, Joseph B. Mccormick
2021	J	`jnl`	Multi-Armed Bandit Regularized Expected Improvement for Efficient Global Optimization of Expensive Computer Experiments With Low Noise. IEEE Access Rajitha Meka, Adel Alaeddini, Chinonso Ovuegbe, Pranav A. Bhounsule, Peyman Najafirad, Kai Yang
2021	J	`jnl`	Nonlinear State Space Modeling and Control of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions. CoRR Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P. Fisher-Hoch, Joseph B. McCormic
2020	J	`jnl`	A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions. CoRR Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Carlos A. Jaramillo
2020	J	`jnl`	An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression. IEEE Access Rajitha Meka, Adel Alaeddini, Sakiko Oyama, Kristina Langer
2020	J	`jnl`	Corrections to "An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression". IEEE Access Rajitha Meka, Adel Alaeddini, Sakiko Oyama, Kristina Langer
2020	J	`jnl`	One-Step Deadbeat Control of a 5-Link Biped Using Data-Driven Nonlinear Approximation of the Step-to-Step Dynamics. Robotics Pranav A. Bhounsule, Ernesto Hernandez-Hinojosa, Adel Alaeddini
2020	J	`jnl`	Temporal Graph Traversals Using Reinforcement Learning With Proximal Policy Optimization. IEEE Access Samuel Henrique Silva, Adel Alaeddini, Peyman Najafirad
2019	J	`jnl`	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. Stanford Martinez, Adel Alaeddini, Kristina Langer
2019	J	`jnl`	Sequential Laplacian regularized V-optimal design of experiments for response surface modeling of expensive tests: An application in wind tunnel testing. IISE Trans. Adel Alaeddini, Edward Craft, Rajitha Meka, Stanford Martinez
2017	J	`jnl`	An Area-based Methodology for the Monitoring of General Linear Profiles. Qual. Reliab. Eng. Int. Abed Motasemi, Adel Alaeddini, Changliang Zou
2017	J	`jnl`	Economic-statistical design of X ¯ Shewhart control charts with fuzzy parameters. J. Intell. Fuzzy Syst. Mohammad Hasan Bakhtiarifar, Amirhossein Amiri, Adel Alaeddini
2014	J	`jnl`	An Adaptive Sequential Experimentation Methodology for Expensive Response Surface Optimization - Case Study in Traumatic Brain Injury Modeling. Qual. Reliab. Eng. Int. Adel Alaeddini, Kai Yang, Haojie Mao, Alper Ekrem Murat, Bruce E. Ankenman
2014	J	`jnl`	Multivariate adaptive approach for monitoring simple linear profiles. Int. J. Data Anal. Tech. Strateg. Galal M. Abdella, Kai Yang, Adel Alaeddini
2013	J	`jnl`	ASRSM: A Sequential Experimental Design for Response Surface Optimization. Qual. Reliab. Eng. Int. Adel Alaeddini, Kai Yang, Alper Ekrem Murat
2013	J	`jnl`	An Efficient Adaptive Sequential Methodology for Expensive Response Surface Optimization. Qual. Reliab. Eng. Int. Adel Alaeddini, Alper Ekrem Murat, Kai Yang, Bruce E. Ankenman
2011	J	`jnl`	Using Bayesian networks for root cause analysis in statistical process control. Expert Syst. Appl. Adel Alaeddini, Ibrahim Dogan
2010	J	`jnl`	A general fuzzy-statistical clustering approach for estimating the time of change in variable sampling control charts. Inf. Sci. Mohammad Hossein Fazel Zarandi, Adel Alaeddini
2009	J	`jnl`	A hybrid fuzzy-statistical clustering approach for estimating the time of changes in fixed and variable sampling control charts. Inf. Sci. Adel Alaeddini, Mehdi Ghazanfari, Majid Amin Nayeri
2008	J	`jnl`	A clustering approach to identify the time of a step change in Shewhart control charts. Qual. Reliab. Eng. Int. Mehdi Ghazanfari, Adel Alaeddini, Seyed Taghi Akhavan Niaki, Mir-Bahador Aryanezhad
2008	J	`jnl`	A hybrid fuzzy adaptive sampling - Run rules for Shewhart control charts. Inf. Sci. Mohammad Hossein Fazel Zarandi, Adel Alaeddini, I. Burhan Türksen
2007	—	`ch.`	A Neuro-fuzzy Multi-objective Design of Shewhart Control Charts. Analysis and Design of Intelligent Systems using Soft Computing Techniques Mohammad Hossein Fazel Zarandi, Adel Alaeddini, I. Burhan Türksen, Mehdi Ghazanfari