| Enriched LDA (ELDA): Combination of latent Dirichlet allocation with word co-occurrence analysis for aspect extraction M Shams, A Baraani-Dastjerdi Expert Systems with Applications 80, 136-146, 2017 | 102 | 2017 |
| A non-parametric LDA-based induction method for sentiment analysis M Shams, A Shakery, H Faili The 16th CSI international symposium on artificial intelligence and signal …, 2012 | 54 | 2012 |
| Fast-Yolo-rec: Incorporating Yolo-base detection and recurrent-base prediction networks for fast vehicle detection in consecutive images N Zarei, P Moallem, M Shams IEEE access 10, 120592-120605, 2022 | 37 | 2022 |
| LISA: language-independent method for aspect-based sentiment analysis M Shams, N Khoshavi, A Baraani-Dastjerdi IEEE Access 8, 31034-31044, 2020 | 35 | 2020 |
| A protection scheme based on conditional generative adversarial network and convolutional classifier for high impedance fault detection in distribution networks A Mohammadi, M Jannati, M Shams Electric Power Systems Research 212, 108633, 2022 | 16 | 2022 |
| Using deep transfer learning technique to protect electrical distribution systems against high-impedance faults A Mohammadi, M Jannati, M Shams IEEE Systems Journal 17 (2), 3160-3171, 2023 | 15 | 2023 |
| Discrimination of inrush current and internal faults incorporating the MRA and BIGRU techniques in power transformers R Afsharisefat, M Jannati, M Shams Electric Power Systems Research 219, 109255, 2023 | 10 | 2023 |
| Applying sentiment and social network analysis in user modeling M Shams, M Saffar, A Shakery, H Faili Computational Linguistics and Intelligent Text Processing: 13th …, 2012 | 9 | 2012 |
| A deep long Short-Term memory based scheme for Auto-Reclosing of power transmission lines FH Aloghareh, M Jannati, M Shams International Journal of Electrical Power & Energy Systems 141, 108105, 2022 | 6 | 2022 |
| An efficient deep learning based scheme for adaptive auto-reclosing in power transmission lines FH Aloghareh, M Shams, M Jannati Alexandria Engineering Journal 102, 327-338, 2024 | 4 | 2024 |
| A power transformer differential protection method based on variational mode decomposition and CNN‐BiLSTM techniques R Afsharisefat, M Jannati, M Shams IET Generation, Transmission & Distribution 18 (4), 767-778, 2024 | 4 | 2024 |
| Topic word set-based text clustering AM Ghazifard, M Shams, Z Shamaee 7th International Conference on e-Commerce in Developing Countries: with …, 2013 | 3 | 2013 |
| Real‐time vehicle detection using segmentation‐based detection network and trajectory prediction N Zarei, P Moallem, M Shams IET Computer Vision 18 (2), 191-209, 2024 | 2 | 2024 |
| A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines AM Birgani, M Shams, M Jannati, FH Aloghareh Engineering Applications of Artificial Intelligence 139, 109538, 2025 | 1 | 2025 |
| Deep SqueezeNet Based Technique for Detection of High Impedance Arcing Faults in Electric Power Distribution Networks A Mohammadi, M Jannati, M Shams 2024 32nd International Conference on Electrical Engineering (ICEE), 1-6, 2024 | 1 | 2024 |
| A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines A Mehdipour Birgani, M Shams, M Jannati, F Hatami Aloghareh | | 2025 |
| Machine learning‐driven microwave imaging for soil moisture estimation near leaky pipe M Ramezaninia, M Shams, M Zoofaghari Electronics Letters 60 (21), e70073, 2024 | | 2024 |
| Fast and flexible detection of vehicles in a sequence of images by deep networks N Zarei, P Moallem, MR Shams, R Asgarian Computational Intelligence in Electrical Engineering 15 (1), 57-72, 2024 | | 2024 |
| Advanced SMS Spam Detection using Deep Complex Models and Sine-Cosine Algorithm S Rezaei, M Shams, MA Meybodi 2023 14th International Conference on Information and Knowledge Technology …, 2023 | | 2023 |
| Improving Opinion Aspect Extraction Using Domain Knowledge and Term Graph M Shams, A Baraani, M Hashemi Journal of Information and Communication Technology 55 (55), 1, 2023 | | 2023 |