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6 papers · 1 filter
Agricultural Recommendation System based on Deep Learning: A Multivariate Weather Forecasting Approach
Md Zubair, Md. Shahidul Salim, Mehrab Mustafy Rahman +3
Agriculture plays a fundamental role in driving economic growth and ensuring food security for populations around the world. Although labor-intensive agriculture has led to steady…
Big Data$\unicode{x2013}$Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques
Md Abrar Jahin, Md Sakib Hossain Shovon, Jungpil Shin +2
This article intends to systematically identify and comparatively analyze state-of-the-art supply chain (SC) forecasting strategies and technologies. A novel framework has been pro…
Emotion Recognition from Microblog Managing Emoticon with Text and Classifying using 1D CNN
Md. Ahsan Habib, M. A. H. Akhand, Md. Abdus Samad Kamal
Microblog, an online-based broadcast medium, is a widely used forum for people to share their thoughts and opinions. Recently, Emotion Recognition (ER) from microblogs is an inspir…
Prediction Model for Mortality Analysis of Pregnant Women Affected With COVID-19
Quazi Adibur Rahman Adib, Sidratul Tanzila Tasmi, Md. Shahriar Islam Bhuiyan +2
COVID-19 pandemic is an ongoing global pandemic which has caused unprecedented disruptions in the public health sector and global economy. The virus, SARS-CoV-2 is responsible for…
Identification of the Resting Position Based on EGG, ECG, Respiration Rate and SpO2 Using Stacked Ensemble Learning
Md. Mohsin Sarker Raihan, Muhammad Muinul Islam, Fariha Fairoz +1
Rest is essential for a high-level physiological and psychological performance. It is also necessary for the muscles to repair, rebuild, and strengthen. There is a significant corr…
Human Activity Analysis and Recognition from Smartphones using Machine Learning Techniques
Jakaria Rabbi, Md. Tahmid Hasan Fuad, Md. Abdul Awal
Human Activity Recognition (HAR) is considered a valuable research topic in the last few decades. Different types of machine learning models are used for this purpose, and this is…