Abbas S. Milani
Orcid: 0000-0003-1173-9989
According to our database1,
Abbas S. Milani
authored at least 27 papers
between 2006 and 2024.
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Bibliography
2024
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming.
Int. J. Comput. Integr. Manuf., February, 2024
A preliminary step toward intelligent forming of fabric composites: Artificial intelligence-based fiber distortions monitoring.
Eng. Appl. Artif. Intell., 2024
Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process.
CoRR, 2024
2023
Non data hungry smart composite manufacturing using active transfer learning with sigma point sampling (SPSATL).
Comput. Ind., October, 2023
GMDH-Kalman Filter prediction of high-cycle fatigue life of drilled industrial composites: A hybrid machine learning with limited data.
Expert Syst. Appl., April, 2023
Biased Deep Learning Methods in Detection of COVID-19 Using CT Images: A Challenge Mounted by Subject-Wise-Split ISFCT Dataset.
J. Imaging, 2023
A Sequential Meta-Transfer (SMT) Learning to Combat Complexities of Physics-Informed Neural Networks: Application to Composites Autoclave Processing.
CoRR, 2023
An Interactive Digital Twin of a Composite Manufacturing Process for Training Operators via Immersive Technology.
Proceedings of the HCI International 2023 Posters, 2023
2022
IEEE Trans. Intell. Transp. Syst., 2022
A multi-criteria decision analysis of implanted biomedical device antenna: electro-thermal simulation, design, and data analysis.
Simul., 2022
Investigation of a Sparse Autoencoder-Based Feature Transfer Learning Framework for Hydrogen Monitoring Using Microfluidic Olfaction Detectors.
Sensors, 2022
Improving imbalanced dataset classification using Conditional Classifier-Generator (cCGen).
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
A Data-driven Multi-fidelity Physics-informed Learning Framework for Smart Manufacturing: A Composites Processing Case Study.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022
2021
Data-Driven Approaches for Characterization of Delamination Damage in Composite Materials.
IEEE Trans. Ind. Electron., 2021
A machine learning framework with dataset-knowledgeability pre-assessment and a local decision-boundary crispness score: An industry 4.0-based case study on composite autoclave manufacturing.
Comput. Ind., 2021
An Active Transfer Learning (ATL) Framework for Smart Manufacturing with Limited Data: Case Study on Material Transfer in Composites Processing.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021
Toward Using Few-Shot Learning for Prediction of Complex In-Service Defects of Composite Products: A case Study.
Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021
2019
A machine learning case study with limited data for prediction of carbon fiber mechanical properties.
Comput. Ind., 2019
Multi-Objective Optimization of Manufacturing Process in Carbon Fiber Industry Using Artificial Intelligence Techniques.
IEEE Access, 2019
2018
Support vector regression modelling and optimization of energy consumption in carbon fiber production line.
Comput. Chem. Eng., 2018
2016
On the effect of subjective, objective and combinative weighting in multiple criteria decision making: A case study on impact optimization of composites.
Expert Syst. Appl., 2016
2012
Performance based earthquake evaluation of reinforced concrete buildings using design of experiments.
Expert Syst. Appl., 2012
An improvement of quantitative strategic planning matrix using multiple criteria decision making and fuzzy numbers.
Appl. Soft Comput., 2012
2011
Including time dependency and ANOVA in decision-making using the revised fuzzy AHP: A case study on wafer fabrication process selection.
Appl. Soft Comput., 2011
2008
A decision-based approach for measuring human behavioral resistance to organizational change in strategic planning.
Math. Comput. Model., 2008
A new application of ELECTRE III and revised Simos' procedure for group material selection under weighting uncertainty.
Knowl. Based Syst., 2008
2006
Using different ELECTRE methods in strategic planning in the presence of human behavioral resistance.
Adv. Decis. Sci., 2006