Search Results for author: Sharmin Akter

Found 6 papers, 1 papers with code

Unlocking Futures: A Natural Language Driven Career Prediction System for Computer Science and Software Engineering Students

1 code implementation28 May 2024 Sakir Hossain Faruque, Sharun Akter Khushbu, Sharmin Akter

Additionally, the research helps individual CS and SWE students find suitable jobs that match their skills, interests, and skill-related activities.

SugarcaneNet2024: An Optimized Weighted Average Ensemble Approach of LASSO Regularized Pre-trained Models for Sugarcane Disease Classification

no code implementations26 Mar 2024 Md. Simul Hasan Talukder, Sharmin Akter, Abdullah Hafez Nur

This optimized sugarcaneNet2024 model performed the best for detecting sugarcane diseases, having achieved accuracy, precision, recall, and F1 score of 99. 67%, 100%, 100%, and 100% , respectively.

An Improved Model for Diabetic Retinopathy Detection by using Transfer Learning and Ensemble Learning

no code implementations3 Jun 2023 Md. Simul Hasan Talukder, Ajay Kirshno Sarkar, Sharmin Akter, Md. Nuhi-Alamin

Diabetic Retinopathy (DR) is an ocular condition caused by a sustained high level of sugar in the blood, which causes the retinal capillaries to block and bleed, causing retinal tissue damage.

Data Augmentation Diabetic Retinopathy Detection +2

An Improved Model Ensembled of Different Hyper-parameter Tuned Machine Learning Algorithms for Fetal Health Prediction

no code implementations26 May 2023 Md. Simul Hasan Talukder, Sharmin Akter

This indicates that the ETSE model can effectively predict fetal health, which can aid in timely interventions and improve outcomes for both the mother and the baby.

Imputation

An Improved Heart Disease Prediction Using Stacked Ensemble Method

no code implementations12 Apr 2023 Md. Maidul Islam, Tanzina Nasrin Tania, Sharmin Akter, Kazi Hassan Shakib

Most of the classifiers, pretreatment strategies, validation methods, and performance assessment metrics for classification models have been discussed in this study.

Disease Prediction Outlier Detection +1

Transformer Based Bengali Chatbot Using General Knowledge Dataset

no code implementations6 Nov 2021 Abu Kaisar Mohammad Masum, Sheikh Abujar, Sharmin Akter, Nushrat Jahan Ria, Syed Akhter Hossain

To check the comparison of the transformer model performance, we trained the seq2seq model with attention on our dataset that scores 23. 5 BLEU.

Chatbot Decoder +1

Cannot find the paper you are looking for? You can Submit a new open access paper.