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2020 – today
- 2024
[c10]Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat:
Analysis of characteristic functions on Shapley values in Machine Learning. IE 2024: 70-77- [c9]Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat, Zahra Taghiyarrenani:
Explainable Federated Learning by Incremental Decision Trees. TempXAI@PKDD/ECML 2024: 58-69 - [i2]Vincenzo Buono, Peyman Sheikholharam Mashhadi, Mahmoud Rahat, Prayag Tiwari
, Stefan Byttner:
Expected Grad-CAM: Towards gradient faithfulness. CoRR abs/2406.01274 (2024) - [i1]Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Shamik Choudhury, Leo Petrin, Thorsteinn S. Rögnvaldsson, Andreas Voskou, Carlo Metta, Claudio Savelli:
Volvo Discovery Challenge at ECML-PKDD 2024. CoRR abs/2409.11446 (2024) - 2023
- [c8]Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat:
EcoShap: Save Computations by only Calculating Shapley Values for Relevant Features. ECAI Workshops (1) 2023: 24-42 - [c7]Zahra Kharazian, Mahmoud Rahat, Fábio F. Gama, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Tony Lindgren, Sindri Magnússon:
AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, a Framework Based on Active Learning and Transfer Learning. IDA 2023: 195-207 - 2022
- [c6]Samaneh Jamshidi, Slawomir Nowaczyk, Hadi Fanaee-T, Mahmoud Rahat:
A Systematic Approach for Tracking the Evolution of XAI as a Field of Research. PKDD/ECML Workshops (2) 2022: 461-476 - 2021
- [c5]Venkata Sai Vivek Uddagiri, Shankara Narayanan Bangalore Ramalingam, Mahmoud Rahat, Peyman Sheikholharam Mashhadi:
Predicting hybrid vehicles' fuel and electric consumption using multitask learning. DSAA 2021: 1-6 - [c4]Noorali Raeeji Yanehsari, Hadi Fanaee-T, Mahmoud Rahat:
A Data-Driven Approach based on Tensor Completion for Replacing "Physical Sensors" with "Virtual Sensors". DSAA 2021: 1-6 - 2020
- [c3]Hadi Fanaee-T, Mohamed-Rafik Bouguelia, Mahmoud Rahat, Jonathan Blixt, Harpal Singh:
CycleFootprint: A Fully Automated Method for Extracting Operation Cycles from Historical Raw Data of Multiple Sensors. IoT Streams/ITEM@PKDD/ECML 2020: 30-44 - [c2]Vandan Revanur, Ayodeji Ayibiowu, Mahmoud Rahat, Reza Khoshkangini:
Embeddings Based Parallel Stacked Autoencoder Approach for Dimensionality Reduction and Predictive Maintenance of Vehicles. IoT Streams/ITEM@PKDD/ECML 2020: 127-141
2010 – 2019
- 2018
- [j4]Mahmoud Rahat, Alireza Talebpour, Seyedamin Monemian:
A recursive algorithm for open information extraction from Persian texts. Int. J. Comput. Appl. Technol. 57(3): 193-206 (2018) - [j3]Mahmoud Rahat, Alireza Talebpour:
Open information extraction as an intermediate semantic structure for Persian text summarization. Int. J. Digit. Libr. 19(4): 339-352 (2018) - [j2]Mahmoud Rahat, Alireza Talebpour:
Parsa: An open information extraction system for Persian. Digit. Scholarsh. Humanit. 33(4): 874-893 (2018) - 2017
- [j1]Reza Hashemian, Mounika Vanga, Mahmoud Rahat:
Identifying and 3D Displaying Poles and Zeros in Analog Circuit Transfer Functions: Bode Surfaces. Circuits Syst. Signal Process. 36(6): 2473-2485 (2017) - 2010
- [c1]Reza Ebrahimpour, Mohammad Shams Esfand Abadi, Masoom Nazari, Ali Amiri, Mehdi Azizi, Mahmoud Rahat:
Single training sample Face recognition using fusion of Gabor responses. SoCPaR 2010: 241-246
Coauthor Index
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