Browsing 2023 by Author "Alam, Md Zahangir"

Now showing items 1-6 of 6

A Federated Learning Approach for Type-2 Diabetes Detection Using a Naive Bayes Classifier

Rahman, M. M.; Islam, Ashraful; Pasha, Syed Tangim; Islam, M. Usama; Alam, Md Zahangir (, The International Diabetes Federation (IDF), 2023, 2023-10)

Federated learning (FL) is a new way of training machine learning models across decentralized devices without exchanging the raw data. This approach preserves privacy and promotes the development of more personalized models ...
Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques

Pasha, Syed Tangim; Islam, Ashraful; Rahman, Mohammed Masudur; Ahmed, Eshtiak; Foysal, Md. Ferdouse Ahmed; Alam, Md Zahangir (Independent University, Bangladesh, 2023-05)

The computational analysis of the Bangla poems is a challenging task due to the diverse linguistic, stylistic, and semantic features of the Bangla language. In this work, we prepared a dataset of 1311 Bangla poems of two ...
Low-cost relay selection in multihop cooperative networks

Rahman, Suryaia; Alam, Md Zahangir; Islam, Ashraful; Habib, Md. Tarek; AHMED, ESHTIAK; Hasan, Mahady; Ahmed, Tarem (Journal of King Saud University - Computer and Information Sciences, Q1, 2023-09)

A best relay selection algorithm for a cooperative multi-hop cross-layer single-input single-output (SISO) amplify-and-forward (AF) wireless relay network is analyzed in this work, with the application where exact channel ...
Multi-agent best routing in high mobility digital-twin-driven internet of vehicles

Alam, Md Zahangir; S. Khan, Komal; Jamalipour, Abbas (IEEE IoT Journal, Rank Q1, 2023-10)

Low-delay high-gain optimal multi-hop routing path is crucial to guarantee both the latency and reliability require- ments for infotainment services in the high mobility internet of vehicles (IoVs) subject to queue stability. ...
SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization

Nayan, Nasim Mahmud; Islam, Ashraful; Islam, Muhammad Usama; Ahmed, Eshtiak; Hossain, Mohammad Mobarak; Alam, Md Zahangir (Independent University, Bangladesh, 2023-05)

This study investigated the predictive ability of ten different machine learning (ML) models for diabetes using a dataset that was not evenly distributed. Additionally, the study evaluated the effectiveness of two oversampling ...
Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus

Pasha, Syed Tangim; Islam, Ashraful; Sikder, Sanker; Habib, Md Tarek; Alam, Md Zahangir; Amin, M Ashraful (The International Diabetes Federation (IDF), 2023, 2023-10)

The emergence of gestational diabetes mellitus (GDM) in pregnant women is a serious health concern and an alarming issue. According to the most recent data from the International Diabetes Federation (IDF), in 2021, 16.7 ...

Browsing 2023 by Author "Alam, Md Zahangir"

A Federated Learning Approach for Type-2 Diabetes Detection Using a Naive Bayes Classifier ﻿

Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques ﻿

Low-cost relay selection in multihop cooperative networks ﻿

Multi-agent best routing in high mobility digital-twin-driven internet of vehicles ﻿

SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization ﻿

Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus ﻿

A Federated Learning Approach for Type-2 Diabetes Detection Using a Naive Bayes Classifier

Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques

Low-cost relay selection in multihop cooperative networks

Multi-agent best routing in high mobility digital-twin-driven internet of vehicles

SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization

Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus