Browsing 2023 by Issue Date
Now showing items 41-60 of 67
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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 ... -
Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation, and Predictive Modeling
(Independent University, Bangladesh, 2023-07)Dengue, a mosquito-borne viral infection, poses a significant threat, especially in warm, tropical climate countries like Bangladesh, India, Thailand, Malaysia, Laos, etc. This study is solely focused on the dengue data ... -
Food Rotting Prediction and Detection System for warehouse
(Independent University, Bangladesh, 2023-07)this thesis paper presents an elementary approach to food spoilage detection and prediction in a warehouse setting, offering a practical and cost-effective solution to reduce food waste and improve food safety. This project ... -
AI based Software Testing
(Independent University, Bangladesh, 2023-07)As the complexity of software applications continues to increase,software testing becomes more challenging and time-consuming.The use of artificialintelligence (AI) in software testing has emerged as a promising approach ... -
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 ... -
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 ... -
IoT-based Salinity Detection Using Conductivity and Temperature for Developing Countries
(Independent University, Bangladesh, 2023-08)For soil salinity management, crop selection, irrigation planning, environmental impact assessment, and the advancement of agricultural research and development, saltiness data collection in agriculture is essential. The ... -
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 ... -
A Sustainable Approach to Establish Industry-Academia Collaboration by Engaging the Rural Community for the Developing Countries
(Australasian Association for Engineering Education, 2023, Rank B, 2023-09)Skill and knowledge both play a vital role in sustainable career development. Universities were built to nurture knowledge thus the focus was on offering a knowledge-based curriculum. On the other hand, the industry's ... -
A Comparative Study of Machine Learning classifiers to analyze the precision of Myocardial Infraction prediction
(Independent University, Bangladesh, 2023-10)In the modern world, heart disease ranks among the main causes of death. Smoking, high blood pressure, and cholesterol are the three key risk factors for getting one heart disease, and 47% of all US people have at least ... -
Intelligent Road Safety: IoT-enabled Drunk Driving and Accident Detection System
(Independent University, Bangladesh (IUB), 2023-10)Drunk driving has long been a severe problem for public safety due to the large number of road accidents around the world. To address this issue, numerous methods for detecting drunk drivers and accidents have been ... -
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 ... -
Exploring the Efficacy of BERT in Bengali NLP: A Study on Sentiment Analysis and Aspect Detection
(Independent University, Bangladesh (IUB), 2023-10)The development of accurate sentiment analysis and aspect detection for the Bengali language is crucial due to the rise of Bengali language usage in digital media. Sentiment analysis and aspect detection are essential tasks ... -
An Effective and Inexpensive IoT-based Home Automation and Security System
(Independent University, Bangladesh (IUB), 2023-10)Modern homes are rapidly transitioning away from manual switches to centralized control systems that incorporate remote-controlled switches. As we enter the age of artificial intelligence and ubiquitous computing, home ... -
A Comparative Study of Machine Learning Algorithms for Detecting Breast Cancer
(Independent University, Bangladesh, 2023-10)Breast cancer poses a major hazard to women, with high morbidity and fatality rates, because there is a lack of reliable prognostic models, clinicians find it challenging to develop a treatment regimen that could increase ... -
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 ... -
Enhancing Game Usability: A Framework for Small-to-Medium-Sized Game Development Businesses
(Independent University, Bangladesh (IUB), 2023-10)The field of Human-Computer Interaction (HCI) research has developed numerous procedures and techniques to ensure high usability when developing software. Usability in video games is also considered to be important, so it ... -
A Car Security System Based on Alerting Driver Drowsiness and Monitoring the State of the Vehicle
(Independent University, Bangladesh (IUB), 2023-10)Accidents on the road are the primary cause of death, particularly among children and adolescents. Despite having fewer vehicles, low- and middle-income countries account for the preponderance of these fatalities. Consequently, ... -
Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning
(Independent University, Bangladesh (IUB), 2023-10)Kidney tumor is a health concern that affects kidney cells and may leads to mortality depending on their type. Benign tumors can be unproblematic whereas malignant tumors pose the threat of kidney cancer. Early detection ... -
A Federated Learning Approach for Type-2 Diabetes Detection Using a Naive Bayes Classifier
(, 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 ...
