Peyman Sheikholharam Mashhadi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Genetic Algorithm

Wrapper Feature Selection

Invariant Features

Top Venues

GECCO Companion

Expert Syst. Appl.

Publications

Vincenzo Buono, Peyman Sheikholharam Mashhadi, Mahmoud Rahat, Prayag Tiwari, Stefan Byttner
Expected Grad-CAM: Towards gradient faithfulness. CoRR (2024)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
A Review of Randomness Techniques in Deep Neural Networks. GECCO Companion (2024)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks. CoRR (2024)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks. Inf. Sci. 667 (2024)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi
Fast Genetic Algorithm for feature selection - A qualitative approximation approach. CoRR (2024)
Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk
Learning Causal Mechanisms through Orthogonal Neural Networks. CoRR (2023)
Reza Khoshkangini, Peyman Sheikholharam Mashhadi, Daniel Tegnered, Jens Lundström, Thorsteinn S. Rögnvaldsson
Predicting Vehicle Behavior Using Multi-task Ensemble Learning. Expert Syst. Appl. 212 (2023)
Reza Khoshkangini, Mohsen Tajgardan, Peyman Sheikholharam Mashhadi, Thorsteinn S. Rögnvaldsson, Daniel Tegnered
Optimal Task Grouping Approach in Multitask Learning. ICONIP (6) (2023)
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)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi
Fast Genetic Algorithm for feature selection - A qualitative approximation approach. Expert Syst. Appl. 211 (2023)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi
Fast Genetic Algorithm for feature selection - A qualitative approximation approach. GECCO Companion (2023)
Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Sepideh Pashami
Parallel orthogonal deep neural network. Neural Networks 140 (2021)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi
Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection. CEC (2021)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi
Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection. CoRR (2021)
Mohammed Ghaith Altarabichi, Yuantao Fan, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk
Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses. DSAA (2021)
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)
Mostafa Vakili Fard, Amir Sahafi, Amir Masoud Rahmani, Peyman Sheikholharam Mashhadi
Resource allocation mechanisms in cloud computing: a systematic literature review. IET Softw. 14 (6) (2020)
Reza Khoshkangini, Peyman Sheikholharam Mashhadi, Peter Berck, Saeed Gholami Shahbandi, Sepideh Pashami, Slawomir Nowaczyk, Tobias Niklasson
Early Prediction of Quality Issues in Automotive Modern Industry. Inf. 11 (7) (2020)
Peyman Sheikholharam Mashhadi
Boosted Test-FDA: a transductive boosting method. Pattern Anal. Appl. 22 (1) (2019)