| Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms M Jalayer, C Orsenigo, C Vercellis Computers in Industry 125, 103378, 2021 | 298 | 2021 |
| Intelligent manufacturing execution systems: A systematic review A Shojaeinasab, T Charter, M Jalayer, M Khadivi, O Ogunfowora, ... Journal of Manufacturing Systems 62, 503-522, 2022 | 147 | 2022 |
| A hybrid algorithm based on community detection and multi attribute decision making for influence maximization M Jalayer, M Azheian, MAMA Kermani Computers & Industrial Engineering 120, 234-250, 2018 | 39 | 2018 |
| CoV-ABM: A stochastic discrete-event agent-based framework to simulate spatiotemporal dynamics of COVID-19 M Jalayer, C Orsenigo, C Vercellis arXiv preprint arXiv:2007.13231, 2020 | 29* | 2020 |
| Synthesizing Rolling Bearing Fault Samples in New Conditions: A Framework Based on a Modified CGAN M Ahang, M Jalayer, A Shojaeinasab, O Ogunfowora, T Charter, ... Sensors 22 (14), 5413, 2022 | 25 | 2022 |
| Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery M Jalayer, A Kaboli, C Orsenigo, C Vercellis Machines 10 (4), 237, 2022 | 24 | 2022 |
| Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN M Jalayer, R Jalayer, A Kaboli, C Orsenigo, C Vercellis 2021 IEEE International Conference on Industry 4.0, Artificial Intelligence …, 2021 | 17 | 2021 |
| Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions M Khadivi, T Charter, M Yaghoubi, M Jalayer, M Ahang, A Shojaeinasab, ... Computers & Industrial Engineering, 110856, 2025 | 14 | 2025 |
| Opinion-Aware influence maximization: How to maximize a favorite opinion in a social network? MAMA Kermani, R Ghesmati, M Jalayer Advances in Complex Systems 21 (06n07), 1850022, 2018 | 8 | 2018 |
| Unveiling the black box: a unified XAI framework for signal-based deep learning models A Shojaeinasab, M Jalayer, A Baniasadi, H Najjaran Machines 12 (2), 121, 2024 | 5 | 2024 |
| A Conceptual Framework for Localization of Active Sound Sources in Manufacturing Environment Based on Artificial Intelligence R Jalayer, M Jalayer, C Orsenigo, C Vercellis International Conference on Flexible Automation and Intelligent …, 2023 | 5* | 2023 |
| A Model Identification Forensics Approach for Signal-Based Condition Monitoring M Jalayer, A Shojaeinasab, H Najjaran International Conference On Flexible Automation and Intelligent …, 2023 | 3 | 2023 |
| ConvLSTM-based Sound Source Localization in a manufacturing workplace R Jalayer, M Jalayer, A Mor, C Orsenigo, C Vercellis Computers & Industrial Engineering 192, 110213, 2024 | 1 | 2024 |
| Unveiling the Black Box: A Unified XAI Framework for Signal-Based Deep Learning Models. Machines 2024, 12, 121 A Shojaeinasab, M Jalayer, A Baniasadi, H Najjaran | 1 | 2024 |
| Testing Human-Hand Segmentation on In-Distribution and Out-of-Distribution Data in Human-Robot Interactions Using a Deep Ensemble Model R Jalayer, Y Chen, M Jalayer, C Orsenigo, M Tomizuka arXiv preprint arXiv:2501.07713, 2025 | | 2025 |
| Evaluating deep learning models for fault diagnosis of a rotating machinery with epistemic and aleatoric uncertainty R Jalayer, M Jalayer, A Mor, C Orsenigo, C Vercellis arXiv preprint arXiv:2412.18980, 2024 | | 2024 |
| Automated Optimal Layout Generator for Animal Shelters: A framework based on Genetic Algorithm, TOPSIS and Graph Theory A Jalayer, M Jalayer, M Khakzand, M Faizi arXiv preprint arXiv:2405.14172, 2024 | | 2024 |
| InsightiGen: a versatile tool to generate insight for an academic systematic literature review A Shojaeinasab, J Masoud, H Najjaran ArXiv, 2022 | | 2022 |
| A Model Identification Forensics Approach for Signal-Based Condition Monitoring A Shojaeinasab, H Najjaran | | |
Carlotta OrsenigoPolitecnico di MilanoAdresse e-mail validée de polimi.it