ConferenceToqi Tahamid Sarker, Mohamed Embaby, Taminul Islam, Amer AbuGhazaleh, Khaled R. Ahmed. "GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging." Accepted (Oral) at 2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2025.
@article{sarker2025gastwinformer,title = {GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging},author = {Sarker, Toqi Tahamid and Embaby, Mohamed and Islam, Taminul and AbuGhazaleh, Amer and Ahmed, Khaled R},journal = {arXiv preprint arXiv:2508.15057},year = {2025}}
@article{islam2025weedswin,title={WeedSwin hierarchical vision transformer with SAM-2 for multi-stage weed detection and classification},author={Islam, Taminul and Sarker, Toqi Tahamid and Ahmed, Khaled R and Rankrape, Cristiana Bernardi and Gage, Karla},journal={Scientific Reports},volume={15},number={1},pages={23274},year={2025},publisher={Nature Publishing Group UK London}}
@article{hasan2025carbon,title = {Carbon Emission Quantification of Machine Learning: A Review},author = {Hasan, Syed Mhamudul and Islam, Taminul and Saifuzzaman, Munshi and Ahmed, Khaled R and Huang, Chun-Hsi and Shahid, Abdur R},journal = {IEEE Transactions on Sustainable Computing},year = {2025},publisher = {IEEE}}
ConferenceTaminul Islam, Toqi Tahamid Sarker, Mohamed G Embaby, Khaled R Ahmed, Amer AbuGhazaleh., "CarboNeXT and CarboFormer: Dual Semantic Segmentation Architectures for Detecting and Quantifying Carbon Dioxide Emissions Using Optical Gas Imaging." In arXiv preprint, 2025.
arXiv: arXiv:2506.05360
@article{islam2025carbonext,title = {CarboNeXT and CarboFormer: Dual Semantic Segmentation Architectures for Detecting and Quantifying Carbon Dioxide Emissions Using Optical Gas Imaging},author = {Islam, Taminul and Sarker, Toqi Tahamid and Embaby, Mohamed G and Ahmed, Khaled R and AbuGhazaleh, Amer},journal = {arXiv preprint arXiv:2506.05360},year = {2025}}
ConferenceTaminul Islam, Toqi Tahamid Sarker, Khaled R Ahmed, Cristiana Bernardi Rankrape, Karla Gage., "WeedVision: Multi-Stage Growth and Classification of Weeds using DETR and RetinaNet for Precision Agriculture." In International Conference on Machine Learning and Applications (ICMLA), 2025.
doi: 10.1109/ICMLA61862.2024.00214
@INPROCEEDINGS{10903355,author = {Islam, Taminul and Sarker, Toqi Tahamid and Ahmed, Khaled R and Rankrape, Cristiana Bernardi and Gage, Karla},booktitle = {2024 International Conference on Machine Learning and Applications (ICMLA)},title = {WeedVision: Multi-Stage Growth and Classification of Weeds using DETR and RetinaNet for Precision Agriculture},year = {2024},pages = {1374-1381},keywords = {Training;Precision agriculture;Technological innovation;Accuracy;Biological system modeling;Spraying;Soil;Transformers;Real-time systems;Object recognition;Object Detection;Weed Management;DETR;Weed Growth Classification;Weed Detection},doi = {10.1109/ICMLA61862.2024.00214}}
JournalTaminul Islam, Toqi Tahamid Sarker, Khaled R. Ahmed, and Naoufal Lakhssassi. "Detection and Classification of Cannabis Seeds Using RetinaNet and Faster R-CNN." In Seeds, 2024.
doi: 10.3390/seeds3030031
@article{islam2024detection,title = {Detection and Classification of Cannabis Seeds Using RetinaNet and Faster R-CNN},author = {Islam, Taminul and Sarker, Toqi Tahamid and Ahmed, Khaled R and Lakhssassi, Naoufal},journal = {Seeds},volume = {3},number = {3},pages = {456--478},year = {2024},publisher = {MDPI}}
ConferenceUtsha Roy, Mst Sazia Tahosin, Md. Mahedi Hasan, Taminul Islam, Fahim Imtiaz, Md Rezwane Sadik, Yassine Maleh, Rejwan Bin Sulaiman, Md Simul Hassan Talukder, "Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques." In NISS '24: Proceedings of the 7th International Conference on Networking, Intelligent Systems and Security., 2024.
doi: 10.1145/3659677.3659703
@inproceedings{roy2024enhancing,title = {Enhancing bangla fake news detection using bidirectional gated recurrent units and deep learning techniques},author = {Roy, Utsha and Tahosin, Mst Sazia and Hasan, Md Mahedi and Islam, Taminul and Imtiaz, Fahim and Sadik, Md Rezwane and Maleh, Yassine and Sulaiman, Rejwan Bin and Talukder, Md Simul Hassan},booktitle = {Proceedings of the 7th International Conference on Networking, Intelligent Systems and Security},pages = {275--281},year = {2024}}
JournalTaminul Islam, Md. Alif Sheakh, Mst. Sazia Tahosin, Most. Hasna Hena, Shopnil Akash, Yousef A. Bin Jardan, Gezahign FentahunWondmie, Hiba-Allah Nafidi, Mohammed Bourhia "Predictive modeling for breast cancer classification in the context of Bangladeshi patients by use of machine learning approach with explainable AI." In Scientific Reports (Nature), 2024.
doi: 10.1038/s41598-024-57740-5
@article{islam2024predictive,title = {Predictive modeling for breast cancer classification in the context of Bangladeshi patients by use of machine learning approach with explainable AI},author = {Islam, Taminul and Sheakh, Md Alif and Tahosin, Mst Sazia and Hena, Most Hasna and Akash, Shopnil and Bin Jardan, Yousef A and FentahunWondmie, Gezahign and Nafidi, Hiba-Allah and Bourhia, Mohammed},journal = {Scientific Reports},volume = {14},number = {1},pages = {8487},year = {2024},publisher = {Nature Publishing Group UK London}}
ConferenceToqi Tahamid Sarker, Taminul Islam, Khaled R Ahmed, "Cannabis Seed Variant Detection Using Faster R-CNN." In International Conference on Advanced Computing and Communication Systems (ICACCS), 2024.
doi: 10.1109/ICACCS60874.2024.10716962
@inproceedings{sarker2024cannabis,title = {Cannabis seed variant detection using faster r-cnn},author = {Sarker, Toqi Tahamid and Islam, Taminul and Ahmed, Khaled R},booktitle = {2024 10th International Conference on Advanced Computing and Communication Systems (ICACCS)},pages = {1--6},year = {2024},organization = {IEEE}}
ConferenceMd Alif Sheakh, Taminul Islam, Md Rezwane Sadik, Md Masum Rana., "Machine Learning Approach Analysis for Early-Stage Liver Disease Prediction in the Context of Bangladesh and India." In World Conference on Information Systems for Business Management., 2024.
doi: 10.1007/978-981-99-8349-0_23
@inproceedings{sheakh2024machine,title = {Machine Learning Approach Analysis for Early-Stage Liver Disease Prediction in the Context of Bangladesh and India},author = {Sheakh, Md Alif and Islam, Taminul and Sadik, Md Rezwane and Rana, Md Masum},booktitle = {World Conference on Information Systems for Business Management},pages = {349--363},year = {2024},organization = {Springer}}
JournalTaminul Islam, Md. Alif Sheakh, Md. Rezwane Sadik, Mst. Sazia Tahosin, Md. Musfiqur Rahman Foysal, Jannatul Ferdush, Mahbuba Begum., "Lexicon and Deep Learning-Based Approaches in Sentiment Analysis on Short Texts." In Journal of Computer and Communications, 2024.
doi: 10.4236/jcc.2024.121002
@article{islam2024lexicon,title = {Lexicon and deep learning-based approaches in sentiment analysis on short texts},author = {Islam, Taminul and Sheakh, Md Alif and Sadik, Md Rezwane and Tahosin, Mst Sazia and Foysal, Md Musfiqur Rahman and Ferdush, Jannatul and Begum, Mahbuba},journal = {Journal of Computer and Communications},volume = {12},number = {1},pages = {23--35},year = {2024},publisher = {Scientific Research Publishing}}
ConferenceSimul Hasan Talukder, Sohag Kumar Mondal, Mohammad Aljaidi, Rejwan Bin Sulaiman, Taminul Islam., "Heart Disease Risk Assessment and Prediction: A Robust Ensemble Approach with Extra Tree Classifier." In 2nd International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI), 2023.
doi: 10.1109/EICEEAI60672.2023.10590147
@inproceedings{talukder2023heart,title = {Heart Disease Risk Assessment and Prediction: A Robust Ensemble Approach with Extra Tree Classifier},author = {Talukder, Simul Hasan and Mondal, Sohag Kumar and Aljaidi, Mohammad and Sulaiman, Rejwan Bin and Islam, Taminul},booktitle = {2023 2nd International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI)},pages = {1--6},year = {2023},organization = {IEEE}}
JournalTaminul Islam, Md. Alif Sheakh, Anjuman Naher Jui, Omar Sharif, Md Zobaer Hasan., "A Review of Cyber Attacks on Sensors and Perception Systems in Autonomous Vehicle." In Journal of Economy and Technology, 2023.
doi: 10.1016/j.ject.2024.01.002
@article{islam2023review,title = {A review of cyber attacks on sensors and perception systems in autonomous vehicle},author = {Islam, Taminul and Sheakh, Md Alif and Jui, Anjuman Naher and Sharif, Omar and Hasan, Md Zobaer},journal = {Journal of Economy and Technology},volume = {1},pages = {242--258},year = {2023},publisher = {Elsevier}}
JournalMd Simul Hasan Talukder, Rejwan Bin Sulaiman, Mohammad Raziuddin Chowdhury, Musarrat Saberin Nipun, and Taminul Islam, "PotatoPestNet: A CTInceptionV3-RS-based neural network for accurate identification of potato pests." In Smart Agricultural Technology, 2023.
doi: 10.1016/j.atech.2023.100297
@article{talukder2023potatopestnet,title = {PotatoPestNet: a CTInceptionV3-RS-based neural network for accurate identification of potato pests},author = {Talukder, Md Simul Hasan and Sulaiman, Rejwan Bin and Chowdhury, Mohammad Raziuddin and Nipun, Musarrat Saberin and Islam, Taminul},journal = {Smart Agricultural Technology},volume = {6},pages = {100297},year = {2023},publisher = {Elsevier}}
@inproceedings{sheakh2023child,title = {Child and maternal mortality risk factor analysis using machine learning approaches},author = {Sheakh, Md Alif and Tahosin, Mst Sazia and Hasan, Md Maruf and Islam, Taminul and Islam, Onamika and Rana, Md Masum},booktitle = {2023 11th International Symposium on Digital Forensics and Security (ISDFS)},pages = {1--7},year = {2023},organization = {IEEE}}
@incollection{islam2023review,title = {Review analysis of ride-sharing applications using machine learning approaches: Bangladesh perspective},author = {Islam, Taminul and Kundu, Arindom and Lima, Rishalatun Jannat and Hena, Most Hasna and Sharif, Omar and Rahman, Azizur and Hasan, Md Zobaer},booktitle = {Computational Statistical Methodologies and Modeling for Artificial Intelligence},pages = {99--122},year = {2023},publisher = {CRC Press}}
ConferenceTaminul Islam, Arindom Kundu, Tanzim Ahmed, Nazmul Islam Khan., "Analysis of Arrhythmia Classification on ECG Dataset." In IEEE 7th International conference for Convergence in Technology (I2CT), 2022.
doi: 10.1109/I2CT54291.2022.9825052
@inproceedings{islam2022analysis,title = {Analysis of arrhythmia classification on ECG dataset},author = {Islam, Taminul and Kundu, Arindom and Ahmed, Tanzim and Khan, Nazmul Islam},booktitle = {2022 IEEE 7th International conference for Convergence in Technology (I2CT)},pages = {1--6},year = {2022},organization = {IEEE}}
@inproceedings{islam2022convolutional,title = {Convolutional neural network based partial face detection},author = {Islam, Md Towfiqul and Ahmed, Tanzim and Rashid, ABM Raihanur and Islam, Taminul and Rahman, Md Sadekur and Habib, Md Tarek},booktitle = {2022 IEEE 7th International conference for Convergence in Technology (I2CT)},pages = {1--6},year = {2022},organization = {IEEE}}
@inproceedings{islam2022proposed,title = {A proposed Bi-LSTM method to fake news detection},author = {Islam, Taminul and Hosen, Md Alamin and Mony, Akhi and Hasan, MD Touhid and Jahan, Israt and Kundu, Arindom},booktitle = {2022 International Conference for Advancement in Technology (ICONAT)},pages = {1--5},year = {2022},organization = {IEEE}}
ConferenceTaminul Islam, Arindom Kundu, Nazmul Islam Khan, Choyon Chandra Bonik, Flora Akter, Md Jihadul Islam., "Machine Learning Approaches to Predict Breast Cancer: Bangladesh Perspective." In International Conference on Ubiquitous Computing and Intelligent Information Systems, 2021.
doi: 10.1007/978-981-19-2541-2_23
@inproceedings{islam2021machine,title = {Machine learning approaches to predict breast cancer: Bangladesh perspective},author = {Islam, Taminul and Kundu, Arindom and Islam Khan, Nazmul and Chandra Bonik, Choyon and Akter, Flora and Jihadul Islam, Md},booktitle = {International Conference on Ubiquitous Computing and Intelligent Information Systems},pages = {291--305},year = {2021},organization = {Springer}}
