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Now showing items 191-200 of 474
Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
(Brac University, 2020-04)
The significance of text summarization in the Natural Language Processing (NLP)
community has now expanded because of the staggering increase in virtual textual
materials. Text summary is the process created from one or ...
Economic crisis prediction due to pandemic outbreak using machine learning
(Brac University, 2021-01)
Since pandemic disease outbreaks are causing a major financial crisis by affecting the worldwide economy of a nation, machine learning techniques are urgently required to forecast and analyze the economy for early economic ...
A GAN-based federated learning architecture for data augmentation of medical images
(Brac University, 2022-09)
n the medical industry, the availability of precise data limits the scope of deep learn ing applications. Institutional norms restrict hospitals and research facilities owing
to privacy concerns. Therefore, data collection ...
Implementation of real-time learning on homomorphically encrypted visual inputs
(Brac University, 2021-06)
It’s challenging to provide security for cloud-based services, especially for cloud
processing services, due to the fact that typical encryption techniques do not al low for calculation on encrypted data. The formation ...
Generation of realistic images from human drawn sketches using deep learning
(Brac University, 2022-01)
Processing sketches to produce realistic images is an intriguing idea in the world
of emerging Artificial Intelligence. We present a Generative Adversarial Network
(GAN) based methodology that creates satisfactory images ...
Performance enhancement of 5G Network using NB-IoT with LTE-M and Novel RASS Algorithm
(Brac University, 2022-01)
With the fast growth of heterogeneous technology, today’s world is influenced by
the Internet of Things (IoT) in immense ways. IoT networks connect resource constrained devices to provide automatic services which require ...
An efficient traffic management system to detect lane rule violation using Real-time Object Detection
(Brac University, 2021-06)
There has been an upsurge in the number of issues with Bangladesh’s present traffic
control system. Hence, several accidents have occurred frequently. The two primary
causes of a rise in the number of injuries are ...
A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
(Brac University, 2022-09-22)
The significant advancements in computational power create the vast opportunity for using Artificial Intelligence in different applications of healthcare and medical science. A Hybrid FL-Enabled Ensemble Approach For Lung ...
Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
(Brac University, 2022-01)
Nowadays, the number of interconnected devices (IoT) is increasing dramatically.
This expansion poses new security problems for network operators, IoT service
providers, and users. Security measures implemented on IoT ...
Performance comparison of CNN architectures for detecting Malaria diseases
(Brac University, 2020-04)
World is facing an acute health crisis for the disease named malaria caused by the bite
of female mosquitoes of parasite named genus plasmodium. From different research
of all time it is clear that this disease is not ...