Mahmoud Rahat

According to our database, Mahmoud Rahat authored at least 16 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Volvo Discovery Challenge at ECML-PKDD 2024.

Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Shamik Choudhury, Leo Petrin, Thorsteinn S. Rögnvaldsson, Andreas Voskou, Carlo Metta, Claudio Savelli

CoRR, 2024

Expected Grad-CAM: Towards gradient faithfulness.

Vincenzo Buono, Peyman Sheikholharam Mashhadi, Mahmoud Rahat, Prayag Tiwari, Stefan Byttner

CoRR, 2024

Explainable Federated Learning by Incremental Decision Trees.

Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat, Zahra Taghiyarrenani

Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024

Analysis of characteristic functions on Shapley values in Machine Learning.

Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat

Proceedings of the International Conference on Intelligent Environments, 2024

2023

AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, a Framework Based on Active Learning and Transfer Learning.

Zahra Kharazian, Mahmoud Rahat, Fábio F. Gama, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Tony Lindgren, Sindri Magnússon

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

EcoShap: Save Computations by only Calculating Shapley Values for Relevant Features.

Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

2022

A Systematic Approach for Tracking the Evolution of XAI as a Field of Research.

Samaneh Jamshidi, Slawomir Nowaczyk, Hadi Fanaee-T, Mahmoud Rahat

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2021

A Data-Driven Approach based on Tensor Completion for Replacing "Physical Sensors" with "Virtual Sensors".

Noorali Raeeji Yanehsari, Hadi Fanaee-T, Mahmoud Rahat

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

Predicting hybrid vehicles' fuel and electric consumption using multitask learning.

Venkata Sai Vivek Uddagiri, Shankara Narayanan Bangalore Ramalingam, Mahmoud Rahat, Peyman Sheikholharam Mashhadi

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020

Embeddings Based Parallel Stacked Autoencoder Approach for Dimensionality Reduction and Predictive Maintenance of Vehicles.

Vandan Revanur, Ayodeji Ayibiowu, Mahmoud Rahat, Reza Khoshkangini

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

CycleFootprint: A Fully Automated Method for Extracting Operation Cycles from Historical Raw Data of Multiple Sensors.

Hadi Fanaee-T, Mohamed-Rafik Bouguelia, Mahmoud Rahat, Jonathan Blixt, Harpal Singh

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

2018

Parsa: An open information extraction system for Persian.

Mahmoud Rahat, Alireza Talebpour

Digit. Scholarsh. Humanit., 2018

Open information extraction as an intermediate semantic structure for Persian text summarization.

Mahmoud Rahat, Alireza Talebpour

Int. J. Digit. Libr., 2018

A recursive algorithm for open information extraction from Persian texts.

Mahmoud Rahat, Alireza Talebpour, Seyedamin Monemian

Int. J. Comput. Appl. Technol., 2018

2017

Identifying and 3D Displaying Poles and Zeros in Analog Circuit Transfer Functions: Bode Surfaces.

Reza Hashemian, Mounika Vanga, Mahmoud Rahat

Circuits Syst. Signal Process., 2017

2010

Single training sample Face recognition using fusion of Gabor responses.

Reza Ebrahimpour, Mohammad Shams Esfand Abadi, Masoom Nazari, Ali Amiri, Mehdi Azizi, Mahmoud Rahat

Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010