177 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of RajshahiBD16 papers
- International Islamic University ChittagongBD15 papers
- Bangladesh Atomic Energy CommissionBD7 papers
- Bangladesh University of Engineering and TechnologyBD6 papers
- Charles Sturt UniversityAU6 papers
- St. Francis Xavier UniversityCA4 papers
- Swinburne University of TechnologyAU3 papers
- Bangladesh Army University of Science and Technology2 papers
- East Delta UniversityBD2 papers
- Edith Cowan UniversityAU2 papers
- Mawlana Bhashani Science and Technology UniversityBD2 papers
- University of Science and Technology ChittagongBD2 papers
8 papers · 1 filter
A Machine Learning Approach for Crop Yield and Disease Prediction Integrating Soil Nutrition and Weather Factors
Forkan Uddin Ahmed, Annesha Das, Md Zubair
The development of an intelligent agricultural decision-supporting system for crop selection and disease forecasting in Bangladesh is the main objective of this work. The economy o…
COVIDHealth: A Benchmark Twitter Dataset and Machine Learning based Web Application for Classifying COVID-19 Discussions
Mahathir Mohammad Bishal, Md. Rakibul Hassan Chowdory, Anik Das +1
The COVID-19 pandemic has had adverse effects on both physical and mental health. During this pandemic, numerous studies have focused on gaining insights into health-related perspe…
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…
Exploring a Hybrid Deep Learning Framework to Automatically Discover Topic and Sentiment in COVID-19 Tweets
Khandaker Tayef Shahriar, Iqbal H. Sarker
COVID-19 has created a major public health problem worldwide and other problems such as economic crisis, unemployment, mental distress, etc. The pandemic is deadly in the world and…
An enhanced method of initial cluster center selection for K-means algorithm
Zillur Rahman, Md. Sabir Hossain, Mohammad Hasan +1
Clustering is one of the widely used techniques to find out patterns from a dataset that can be applied in different applications or analyses. K-means, the most popular and simple…
Crime Prediction Using Spatio-Temporal Data
Sohrab Hossain, Ahmed Abtahee, Imran Kashem +2
A crime is a punishable offence that is harmful for an individual and his society. It is obvious to comprehend the patterns of criminal activity to prevent them. Research can help…
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model
Iqbal H. Sarker, Alan Colman, Jun Han +3
This paper formulates the problem of building a context-aware predictive model based on user diverse behavioral activities with smartphones. In the area of machine learning and dat…
Performance Analysis of Machine Learning Techniques to Predict Diabetes Mellitus
Md. Faisal Faruque, Asaduzzaman, Iqbal H. Sarker
Diabetes mellitus is a common disease of human body caused by a group of metabolic disorders where the sugar levels over a prolonged period is very high. It affects different organ…