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ORCIDMohammad Manthouri
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2020 – today
- 2025
[j17]Nader Rezazadeh, Mitra Mirzarezaee
, Arash Sharifi, Mohammad Manthouri:
Improving performance of convolutional neural networks using adaptive morlet wavelet filters. Prog. Artif. Intell. 14(1): 75-100 (2025)- [i17]Mohammad Ali Labbaf Khaniki, Sahabeh Saadati, Mohammad Manthouri:
An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating. CoRR abs/2502.07755 (2025) - 2024
- [i16]Mohammad Ali Labbaf Khaniki, Mohammad Manthouri:
Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators. CoRR abs/2403.03606 (2024) - [i15]Mohammad Ali Labbaf Khaniki, Mohammad Manthouri, Hanieh Ajami:
Twin Transformer using Gated Dynamic Learnable Attention mechanism for Fault Detection and Diagnosis in the Tennessee Eastman Process. CoRR abs/2403.10842 (2024) - [i14]Mohammad Ali Labbaf Khaniki, Mohammad Manthouri:
A Novel Approach to Chest X-ray Lung Segmentation Using U-net and Modified Convolutional Block Attention Module. CoRR abs/2404.14322 (2024) - [i13]Mohammad Ali Labbaf Khaniki, Mohammad Manthouri, Amin Hajizadeh:
Whale Optimization Algorithm-based Fractional Order Fuzzy Type-II PI Control for Modular Multilevel Converters. CoRR abs/2404.18782 (2024) - [i12]Mohammad Ali Labbaf Khaniki, Nazanin Mahjourian, Mohammad Manthouri:
Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images. CoRR abs/2405.12318 (2024) - [i11]Mohammad Ali Labbaf Khaniki, Alireza Golkarieh, Mohammad Manthouri:
Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration. CoRR abs/2406.17670 (2024) - [i10]Mohammad Ali Labbaf Khaniki, Alireza Golkarieh, Houman Nouri, Mohammad Manthouri:
Enhanced Fault Detection and Cause Identification Using Integrated Attention Mechanism. CoRR abs/2408.00033 (2024) - [i9]Sahabeh Saadati, Mohammad Manthouri:
Forecasting Foreign Exchange Market Prices Using Technical Indicators with Deep Learning and Attention Mechanism. CoRR abs/2411.19763 (2024) - [i8]Lida Shahbandari, Elahe Moradi, Mohammad Manthouri:
Stock Price Prediction using Multi-Faceted Information based on Deep Recurrent Neural Networks. CoRR abs/2411.19766 (2024) - [i7]Marzieh Mirzaeibonehkhater, Mohammad Ali Labbaf Khaniki, Mohammad Manthouri:
Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism. CoRR abs/2412.11245 (2024) - 2023
- [j16]Mir Mikael Fatemi, Mohammad Manthouri:
Classification of SSVEP signals using the combined FoCCA-KNN method and comparison with other machine learning methods. Biomed. Signal Process. Control. 85: 104957 (2023) - [j15]Iman Zamani, Mohsen Shafieirad, Mohammad Manthouri, Mohammad Sarbaz, Asier Ibeas:
Nonlinear Pseudo State-Feedback Controller Design for Affine Fuzzy Large-Scale Systems with ${{\varvec{H}}}_{\boldsymbol{\infty }}$ Performance. Int. J. Fuzzy Syst. 25(1): 80-95 (2023) - [j14]Faezeh Farivar, Alireza Jolfaei, Mohammad Manthouri, Mohammad Sayad Haghighi:
Application of fuzzy learning in IoT-enabled remote healthcare monitoring and control of anesthetic depth during surgery. Inf. Sci. 626: 262-274 (2023) - [j13]Omid Asadi, Aref Yekkalam, Mohammad Manthouri:
MDDC: melanoma detection using discrete wavelet transform and convolutional neural network. J. Ambient Intell. Humaniz. Comput. 14(9): 12959-12966 (2023) - [j12]Elmira Amooei, Arash Sharifi, Mohammad Manthouri:
Early Diagnosis of Neurodegenerative Diseases Using CNN-LSTM and Wavelet Transform. J. Heal. Informatics Res. 7(1): 104-124 (2023) - 2022
- [j11]Mohammad Manthouri, Zhila Aghajari, Sheida Safary:
Computational Intelligence Method for Detection of White Blood Cells Using Hybrid of Convolutional Deep Learning and SIFT. Comput. Math. Methods Medicine 2022: 9934144:1-9934144:8 (2022) - [j10]Mohammad Sarbaz, Iman Zamani, Mohammad Manthouri, Asier Ibeas:
Hierarchical Optimization-Based Model Predictive Control for a Class of Discrete Fuzzy Large-Scale Systems Considering Time-Varying Delays and Disturbances. Int. J. Fuzzy Syst. 24(4): 2107-2130 (2022) - [j9]Mohammad Sarbaz, Mohammad Manthouri, Iman Zamani:
LMI-Based Robust Fuzzy Model Predictive Control of Discrete-Time Fuzzy Takagi-Sugeno Large-Scale Systems Based on Hierarchical Optimization and H∞ Performance. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 30(4): 649-679 (2022) - [j8]Faezeh Farivar, Mahdi Aliyari Shoorehdeli, Mohammad Manthouri:
Improved teaching-learning based optimization algorithm using Lyapunov stability analysis. J. Ambient Intell. Humaniz. Comput. 13(7): 3609-3618 (2022) - [j7]Amir Kenarang, Mehrdad Farahani, Mohammad Manthouri:
BiGRU attention capsule neural network for persian text classification. J. Ambient Intell. Humaniz. Comput. 13(8): 3923-3933 (2022) - [i6]Faezeh Gholamrezaie, Mohammad Manthouri:
cycle text2face: cycle text-to-face gan via transformers. CoRR abs/2206.04503 (2022) - 2021
- [j6]Seyyed Amirhossein Ghaznavi Bidgoli, Arash Sharifi, Mohammad Manthouri:
Automatic diagnosis of dental diseases using convolutional neural network and panoramic radiographic images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(5): 447-455 (2021) - [j5]Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri:
ParsBERT: Transformer-based Model for Persian Language Understanding. Neural Process. Lett. 53(6): 3831-3847 (2021) - [c1]Mehrdad Farahani, Mohammad Gharachorloo, Mohammad Manthouri:
Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization. CSICC 2021: 1-6 - [i5]Mohammad Sarbaz, Iman Zamani, Mohammad Manthouri, Asier Ibeas:
Hierarchical Optimization-Based Model Predictive Control for a Class of Discrete Fuzzy Large-Scale Systems Considering Time-Varying Delays and Disturbances. CoRR abs/2108.11186 (2021) - [i4]Mohammad Sarbaz, Iman Zamani, Mohammad Manthouri, Asier Ibeas:
Decentralized Robust Interval Type-2 Fuzzy Model Predictive Control for Takagi-Sugeno Large-Scale Systems. CoRR abs/2108.13790 (2021) - 2020
- [j4]Naeem Shahabi Sani, Mohammad Manthouri, Faezeh Farivar:
A multi-objective ant colony optimization algorithm for community detection in complex networks. J. Ambient Intell. Humaniz. Comput. 11(1): 5-21 (2020) - [j3]Somayeh Barzegar, Arash Sharifi, Mohammad Manthouri:
Super-resolution using lightweight detailnet network. Multim. Tools Appl. 79(1-2): 1119-1136 (2020) - [j2]Armita Fatemimoghadam, Hamid Toshani, Mohammad Manthouri:
Control of magnetic levitation system using recurrent neural network-based adaptive optimal backstepping strategy. Trans. Inst. Meas. Control 42(13): 2382-2395 (2020) - [i3]Mehrdad Farahani, Marzieh Farahani, Mohammad Manthouri, Okyay Kaynak:
Short-Term Traffic Flow Prediction Using Variational LSTM Networks. CoRR abs/2002.07922 (2020) - [i2]Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri:
ParsBERT: Transformer-based Model for Persian Language Understanding. CoRR abs/2005.12515 (2020) - [i1]Mehrdad Farahani, Mohammad Gharachorloo, Mohammad Manthouri:
Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization. CoRR abs/2012.11204 (2020)
2010 – 2019
- 2019
- [j1]Mahdi Khodayar, Jianhui Wang, Mohammad Manthouri:
Interval Deep Generative Neural Network for Wind Speed Forecasting. IEEE Trans. Smart Grid 10(4): 3974-3989 (2019)
Coauthor Index
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