publications

2024

1. 

   Advancing automatic plant classification system in Saudi Arabia: introducing a novel dataset and ensemble deep learning approach

   Emna Amri , Yonis Gulzar , Ashfak Yeafi, and 3 more authors

   Modeling Earth Systems and Environment, 2024

   Bib HTML PDF

   @article{amri2024advancing,
     title = {Advancing automatic plant classification system in Saudi Arabia: introducing a novel dataset and ensemble deep learning approach},
     author = {Amri, Emna and Gulzar, Yonis and Yeafi, Ashfak and Jendoubi, Siwar and Dhawi, Faten and Mir, Mohammad Shuaib},
     journal = {Modeling Earth Systems and Environment},
     pages = {1--17},
     year = {2024},
     publisher = {Springer},
   }

2. 

   ADTNet: Attention-Guided U-Net with Dynamic CNN and Transformers for Skin Cancer Detection

   Ashfak Yeafi, and Liton Sarker

   In 2024 13th International Conference on Electrical and Computer Engineering (ICECE) , 2024

   Bib HTML PDF

   @inproceedings{11024876,
     author = {Yeafi, Ashfak and Sarker, Liton},
     booktitle = {2024 13th International Conference on Electrical and Computer Engineering (ICECE)},
     title = {ADTNet: Attention-Guided U-Net with Dynamic CNN and Transformers for Skin Cancer Detection},
     year = {2024},
     volume = {},
     number = {},
     pages = {679-684},
     keywords = {Image segmentation;Technological innovation;Accuracy;Convolution;Computational modeling;Computer architecture;Transformers;Feature extraction;Skin;Skin cancer;Skin Cancer Segmentation;Dynamic Convolution;Attention Mechanism;Transformer},
     doi = {10.1109/ICECE64886.2024.11024876},
   }

3. 

   EF-SwinNet: A Hybrid EfficientNet-Swin Transformer Model for Skin Cancer Classification

   Liton Sarker , and Ashfak Yeafi

   In 2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET) , 2024

   Bib HTML PDF

   @inproceedings{sarker2024ef,
     title = {EF-SwinNet: A Hybrid EfficientNet-Swin Transformer Model for Skin Cancer Classification},
     author = {Sarker, Liton and Yeafi, Ashfak},
     booktitle = {2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)},
     pages = {1--4},
     year = {2024},
     organization = {IEEE},
   }

2023

1. 

   GSNet: a multi-class 3D attention-based hybrid glioma segmentation network

   Md Tasnim Jawad , Ashfak Yeafi, and Kalyan Kumar Halder

   Optics Express, 2023

   Bib HTML PDF

   @article{jawad2023gsnet,
     title = {GSNet: a multi-class 3D attention-based hybrid glioma segmentation network},
     author = {Jawad, Md Tasnim and Yeafi, Ashfak and Halder, Kalyan Kumar},
     journal = {Optics Express},
     volume = {31},
     number = {24},
     pages = {40881--40906},
     year = {2023},
     publisher = {Optica Publishing Group},
     url = {https://opg.optica.org/oe/fulltext.cfm?uri=oe-31-24-40881&id=542523},
   }

2. 

   A Semi-supervised Approach For Brain Tumor Classification Using Wasserstein Generative Adversarial Network with Gradient Penalty

   Ashfak Yeafi, Monira Islam , Sohag Kumar Mondal , and 2 more authors

   In 2023 6th International Conference on Electrical Information and Communication Technology (EICT) , 2023

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   @inproceedings{yeafi2023semi,
     title = {A Semi-supervised Approach For Brain Tumor Classification Using Wasserstein Generative Adversarial Network with Gradient Penalty},
     author = {Yeafi, Ashfak and Islam, Monira and Mondal, Sohag Kumar and Nashad, KM Ishraq Hussain and Yusuf, Md Salah Uddin},
     booktitle = {2023 6th International Conference on Electrical Information and Communication Technology (EICT)},
     pages = {1--6},
     year = {2023},
     organization = {IEEE},
   }

2022

1. 

   Implementation of Encoder-Decoder based Long Short-Term Memory Network for Short-Term Electrical Load Forecasting

   Amit Deb Roy , and Ashfak Yeafi

   In 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI) , 2022

   Bib HTML PDF

   @inproceedings{10103285,
     author = {Roy, Amit Deb and Yeafi, Ashfak},
     booktitle = {2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI)},
     title = {Implementation of Encoder-Decoder based Long Short-Term Memory Network for Short-Term Electrical Load Forecasting},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-6},
     keywords = {Radio frequency;Measurement;Recurrent neural networks;Load forecasting;Predictive models;Power systems;Forecasting;Short-Term Load Forecasting;Long-Short-Term Memory Network;Bangladesh Power System;Evaluation Metrics},
     doi = {10.1109/STI56238.2022.10103285},
   }