Md. Simul Hasan Talukder

14 papers Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	SugarcaneNet: an optimized ensemble of LASSO-regularized pre-trained models for accurate sugarcane disease classification. J. Big Data Md. Simul Hasan Talukder, Sharmin Akter, Abdullah Hafez Nur, Mohammad Aljaidi, Rejwan Bin Sulaiman, Ali Fayez Alkoradees
2024	J	`jnl`	BloodCell-Net: A lightweight convolutional neural network for the classification of all microscopic blood cell images of the human body. CoRR Sohag Kumar Mondal, Md. Simul Hasan Talukder, Mohammad Aljaidi, Rejwan Bin Sulaiman, Md Mohiuddin Sarker Tushar, Amjad A. Alsuwaylimi
2024	—	`conf`	Continuous Wavelet Transform Spectral Image Based Epileptic Episode Classification. ACIT Md. Nuhi-Alamin, Ajay Krishno Sarkar, Md. Simul Hasan Talukder, Mohammad Aljaidi, Safkat Shahrier Swapnil
2024	J	`jnl`	Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques. CoRR Utsha Roy, Mst. Sazia Tahosin, Md. Mahedi Hassan, Taminul Islam, Fahim Imtiaz, Md Rezwane Sadik, Yassine Maleh, Rejwan Bin Sulaiman, Md. Simul Hasan Talukder
2024	—	`conf`	Explainable AI for Epileptic Seizure Prediction: A SHAPE and LIME Approach. ACIT Md. Simul Hasan Talukder, Sohag Kumar Mondal, Oyshi Tabassum Aditi, Mohammad Aljaidi, Rejwan Bin Sulaiman, Ahmad Al-Qerem
2024	J	`jnl`	SugarcaneNet2024: An Optimized Weighted Average Ensemble Approach of LASSO Regularized Pre-trained Models for Sugarcane Disease Classification. CoRR Md. Simul Hasan Talukder, Sharmin Akter, Abdullah Hafez Nur
2024	—	`conf`	Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus. ACIT Md Sakib Ullah Sourav, Mohammad Sultan Mahmud, Hua Zheng, Mohammad Aljaidi, Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Abdullah Hafez Nur, Ahmad Al-Qerem
2023	J	`jnl`	An Improved Model Ensembled of Different Hyper-parameter Tuned Machine Learning Algorithms for Fetal Health Prediction. CoRR Md. Simul Hasan Talukder, Sharmin Akter
2023	J	`jnl`	An Improved Model for Diabetic Retinopathy Detection by using Transfer Learning and Ensemble Learning. CoRR Md. Simul Hasan Talukder, Ajay Kirshno Sarkar, Sharmin Akter, Md. Nuhi-Alamin
2023	J	`jnl`	Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models. CoRR Md. Simul Hasan Talukder, Rejwan Bin Sulaiman
2023	J	`jnl`	IoMT-Blockchain based Secured Remote Patient Monitoring Framework for Neuro-Stimulation Device. CoRR Md Sakib Ullah Sourav, Mohammad Sultan Mahmud, Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Abdullah Yasin
2023	J	`jnl`	JutePestDetect: An Intelligent Approach for Jute Pest Identification Using Fine-Tuned Transfer Learning. CoRR Md. Simul Hasan Talukder, Mohammad Raziuddin Chowdhury, Md Sakib Ullah Sourav, Abdullah Al Rakin, Shabbir Ahmed Shuvo, Rejwan Bin Sulaiman, Musarrat Saberin Nipun, Muntarin Islam, Mst Rumpa Islam, Md Aminul Islam, Zubaer Haque
2023	J	`jnl`	PotatoPestNet: A CTInceptionV3-RS-Based Neural Network for Accurate Identification of Potato Pests. CoRR Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Mohammad Raziuddin Chowdhury, Musarrat Saberin Nipun, Ben Hadj Hassine
2023	J	`jnl`	Unleashing the Power of Extra-Tree Feature Selection and Random Forest Classifier for Improved Survival Prediction in Heart Failure Patients. CoRR Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Mouli Bardhan Paul Angon