Abbas S. Milani

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 22

Top Topics

Transfer Learning

Imbalanced Data

Top Venues

Expert Syst. Appl.

Publications

Milad Ramezankhani, Mehrtash Harandi, Rudolf J. Seethaler, Abbas S. Milani
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming. Int. J. Comput. Integr. Manuf. 37 (1-2) (2024)
Hadi Hosseinionari, Mohammad Bajelani, Klaske van Heusden, Abbas S. Milani, Rudolf J. Seethaler
Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process. CoRR (2024)
Sorayya Kazemi, Abbas S. Milani
A preliminary step toward intelligent forming of fabric composites: Artificial intelligence-based fiber distortions monitoring. Eng. Appl. Artif. Intell. 133 (2024)
Hamid Khayyam, Naeim Akbari Shahkhosravi, Ali Jamali, Minoo Naebe, Rahele Kafieh, Abbas S. Milani
GMDH-Kalman Filter prediction of high-cycle fatigue life of drilled industrial composites: A hybrid machine learning with limited data. Expert Syst. Appl. 216 (2023)
Milad Ramezankhani, Abbas S. Milani
A Sequential Meta-Transfer (SMT) Learning to Combat Complexities of Physics-Informed Neural Networks: Application to Composites Autoclave Processing. CoRR (2023)
Debangsha Sarkar, Milad Ramezankhani, Apurva Narayan, Abbas S. Milani
Non data hungry smart composite manufacturing using active transfer learning with sigma point sampling (SPSATL). Comput. Ind. 151 (2023)
Iman Jalilvand, Jay Jiyoung, Hadi Hosseinionari, Rudolf J. Seethaler, Bhushan Gopaluni, Abbas S. Milani
An Interactive Digital Twin of a Composite Manufacturing Process for Training Operators via Immersive Technology. HCI (47) (2023)
Shiva Parsarad, Narges Saeedizadeh, Ghazaleh Jamalipour Soufi, Shamim Shafieyoon, Farzaneh Hekmatnia, Andrew Parviz Zarei, Samira Soleimany, Amir Yousefi, Hengameh Nazari, Pegah Torabi, Abbas S. Milani, Seyed Ali Madani Tonekaboni, Hossein Rabbani, Ali Hekmatnia, Rahele Kafieh
Biased Deep Learning Methods in Detection of COVID-19 Using CT Images: A Challenge Mounted by Subject-Wise-Split ISFCT Dataset. J. Imaging 9 (8) (2023)
Milad Ramezankhani, Amir Nazemi, Apurva Narayan, Heinz Voggenreiter, Mehrtash Harandi, Rudolf J. Seethaler, Abbas S. Milani
A Data-driven Multi-fidelity Physics-informed Learning Framework for Smart Manufacturing: A Composites Processing Case Study. CoRR (2022)
Abbas S. Milani, Hamid Khayyam, Hormoz Marzbani, William Melek, Nasser L. Azad, Reza N. Jazar
Smart Autodriver Algorithm for Real-Time Autonomous Vehicle Trajectory Control. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Tim Sloos, Brent Rustand, Xinhe Liu, Connor Keegan, Reza Sourki, Abbas S. Milani
A multi-criteria decision analysis of implanted biomedical device antenna: electro-thermal simulation, design, and data analysis. Simul. 98 (10) (2022)
Aniket Chakraborty, Anupama Vijaya Nadarja, Abbas S. Milani, Javier Perez Tobia, Apurva Narayan
Improving imbalanced dataset classification using Conditional Classifier-Generator (cCGen). SMC (2022)
Milad Ramezankhani, Amir Nazemi, Apurva Narayan, Heinz Voggenreiter, Mehrtash Harandi, Rudolf J. Seethaler, Abbas S. Milani
A Data-driven Multi-fidelity Physics-informed Learning Framework for Smart Manufacturing: A Composites Processing Case Study. ICPS (2022)
Hamed Mirzaei, Milad Ramezankhani, Emily Earl, Nishat Tasnim, Abbas S. Milani, Mina Hoorfar
Investigation of a Sparse Autoencoder-Based Feature Transfer Learning Framework for Hydrogen Monitoring Using Microfluidic Olfaction Detectors. Sensors 22 (20) (2022)
Bryn Crawford, Reza Sourki, Hamid Khayyam, Abbas S. Milani
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. 132 (2021)
Mohamad Khajezade, Milad Ramezankhani, Fatemeh Hendijani Fard, Mohamed S. Shehata, Abbas S. Milani
Toward Using Few-Shot Learning for Prediction of Complex In-Service Defects of Composite Products: A case Study. CCECE (2021)
Milad Ramezankhani, Apurva Narayan, Rudolf J. Seethaler, Abbas S. Milani
An Active Transfer Learning (ATL) Framework for Smart Manufacturing with Limited Data: Case Study on Material Transfer in Composites Processing. ICPS (2021)
Huan Liu, Shuo Liu, Zheng Liu, Nezih Mrad, Abbas S. Milani
Data-Driven Approaches for Characterization of Delamination Damage in Composite Materials. IEEE Trans. Ind. Electron. 68 (3) (2021)
Gelayol Golkarnarenji, Minoo Naebe, Khashayar Badii, Abbas S. Milani, Reza N. Jazar, Hamid Khayyam
A machine learning case study with limited data for prediction of carbon fiber mechanical properties. Comput. Ind. 105 (2019)
Gelayol Golkarnarenji, Minoo Naebe, Khashayar Badii, Abbas S. Milani, Ali Jamali, Alireza Bab-Hadiashar, Reza N. Jazar, Hamid Khayyam
Multi-Objective Optimization of Manufacturing Process in Carbon Fiber Industry Using Artificial Intelligence Techniques. IEEE Access 7 (2019)
Gelayol Golkarnarenji, Minoo Naebe, Khashayar Badii, Abbas S. Milani, Reza N. Jazar, Hamid Khayyam
Support vector regression modelling and optimization of energy consumption in carbon fiber production line. Comput. Chem. Eng. 109 (2018)
Mohammad Alemi-Ardakani, Abbas S. Milani, Spiro Yannacopoulos, Golnaz Shokouhi
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. 46 (2016)
Hasan Hosseini Nasab, Abbas S. Milani
An improvement of quantitative strategic planning matrix using multiple criteria decision making and fuzzy numbers. Appl. Soft Comput. 12 (8) (2012)
Mahdi Modirzadeh, Solomon Tesfamariam, Abbas S. Milani
Performance based earthquake evaluation of reinforced concrete buildings using design of experiments. Expert Syst. Appl. 39 (3) (2012)
Harish C. Rajput, Abbas S. Milani, Andrew Labun
Including time dependency and ANOVA in decision-making using the revised fuzzy AHP: A case study on wafer fabrication process selection. Appl. Soft Comput. 11 (8) (2011)
Abbas S. Milani, Ali Shanian, Christine El-Lahham
A decision-based approach for measuring human behavioral resistance to organizational change in strategic planning. Math. Comput. Model. 48 (11-12) (2008)
Ali Shanian, Abbas S. Milani, C. Carson, R. C. Abeyaratne
A new application of ELECTRE III and revised Simos' procedure for group material selection under weighting uncertainty. Knowl. Based Syst. 21 (7) (2008)
Abbas S. Milani, Ali Shanian, Christine El-Lahham
Using different ELECTRE methods in strategic planning in the presence of human behavioral resistance. Adv. Decis. Sci. 2006 (2006)