Browsing 2023 by Title
Now showing items 38-57 of 67
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Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model
(Independent University, Bangladesh, 2023-05)Potatoes are one of the world’s most important commodities, and leaf maladies such as early and late blight can substantially reduce their yield and quality. Hence, both farmers and researchers must prioritize quick and ... -
Low-cost relay selection in multihop cooperative networks
(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 ... -
Machine Learning Modeling for Reconditioned Car Selling Price Prediction
(Independent University, Bangladesh (IUB), 2023)Almost 80% of the vehicles required for Bangladesh's road transportation industry are supplied by reconditioned cars. Using machine learning (ML) to predict car prices refers to using ML algorithms and techniques to make ... -
Meat freshness classifier with machine and AI
(Independent University, Bangladesh, 2023-06)Using machine learning and artificial intelligence techniques, this thesis presents a novel approach to detecting meat freshness. The proposed system consists of an MQ135 gas sensor and an MQ4 methane natural gas sensor ... -
Medical Personal Protective Equipment detection using YOLOv7
(Independent University, Bangladesh, 2023-06)In recent years, healthcare and safety have been a major focus of deep learning research. This paper focuses on the detection of Medical Personal Protective Equipment (MPPE) in the healthcare sector using YOLOv7. Improper ... -
Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs
(Independent University, Bangladesh, 2023-05)Out of the estimated few trillion galaxies, only around a million have been detected through radio frequencies, and only a tiny fraction, approximately a thousand, have been manually classified. We have addressed this ... -
Multi-agent best routing in high mobility digital-twin-driven internet of vehicles
(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. ... -
Optimizing B2B Relationships with Post-Covid Sales and Marketing Automation through ERP Implementation: A Value-Driven Approach in Bangladesh
(Independent University, Bangladesh, 2023-05)Enterprise Resource Planning (ERP) is a powerful software program created to combine and streamline several company processes. Companies in developed countries frequently use it to increase their general effectiveness. ERP ... -
Predicting the Success of Suicide Terrorist Attacks using different Machine Learning Algorithms
(Independent University, Bangladesh, 2023-10)Extremism has become one of the major threats throughout the world over the past few decades. In the last two decades, there has been a sharp increase in extremism and terrorist attacks. Nowadays, terrorism concerns all ... -
Questioning questions - can questions help build neuron clusters?
(Independent University, Bangladesh, 2023-10)With questions and questioning playing a significant role in the process of teaching and learning the questioning processes applied in the Socratic Learning Method (SLM) and in the Flipped Classroom do not always produce ... -
Relational Agents for Type-2 Diabetes Management
(The International Diabetes Federation (IDF), 2023, 2023-10)Relational agents (RAs), often in the form of virtual humans, are designed to establish a long-term, social-emotional relationship with the user [1]. The technology has shown promise in areas like mental health, wellness, ... -
Renewable Energy Optimization: The Role of Solar Tracking Systems
(Independent University, Bangladesh, 2023-06)The ecosystem is being harmed using fossil fuels, so renewable energy sources are required to protect the climate for coming generations. The most popular green energy source is solar power, but its effectiveness is impacted ... -
Repercussion of Image Compression on Satellite Image Classification using Deep Learning Models
(Independent University, Bangladesh, 2023-08)Satellite image classification using Deep Learning (DL) algorithms is crucial for various applications such as Environmental Monitoring, Remote Sensing, and Urban Planning. The high-resolution nature of satellite images ... -
The Rise Of Remote Project Management- A New Norm? - A Survey on IT Organizations in Bangladesh
(Independent University, Bangladesh, 2023-05)The rise of remote work has brought about a significant shift in the way software development projects are managed. With teams spread out across different locations and time zones, project managers must adapt to new ... -
Smart Floor Cleaning Robot
(Independent University, Bangladesh, 2023-07)Our life is changing every day. This changing is occurred due to the help of modern science. Science has produced more and more modern technology to make our life simple. “Smart Floor Cleaning Robot” is one of them. A smart ... -
SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization
(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 ... -
Solar powered IOT Based Remote Patient Monitoring System to Measure Vital Body Signs
(Independent University, Bangladesh, 2023-06)An innovative project that utilizes the powers of the Internet of Things (IoT) and renewable energy to virtually monitor patient health is the IoT patient health monitoring system powered by solar panels. The system is ... -
Solar Powered Water Trash Collector Robot
(Independent University, Bangladesh, 2023-06)In this paper, we present the design and implementation of a solar-powered trash collecting bot that utilizes Internet of Things (IoT) technology and Arduino for remote control and monitoring. The boat is equipped with two ... -
A Study into The Limitations of CNN Recognition on Isolated Bengali Compound Characters
(Independent University, Bangladesh, 2023-07)There are over 265 million Bangla native and non-native speakers, however, the advancements in Bangla Optical Character Recognition is falling behind when compared with other languages because of a broader set of complex ... -
A study of forecasting stocks price by using deep Reinforcement Learning
(Independent University, Bangladesh, 2023-06)Financial investors are so concerned now about the future of the stock market and how the market will behave next decade because the world economy is now in an alarming condition which leads to losses in the stock market. ...
