Search
Now showing items 161-170 of 474
IoT based parking system: prospects, challenges, and beyond
(Brac University, 2021-09)
The world is getting populated over time and with that number of cars per space is
increasing. Parking gets complicated for people over time. Over the development of
the Internet of Things (IoT), many parking systems get ...
Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
(Brac University, 2021-09)
In recent years, quantum computing has outperformed classical computing in many
aspects, including the advancement of approaches in Reinforcement Learning prob-
lems. Particularly, it has the power to utilize the quantum ...
LRFMV: an efficient customer segmentation model for superstores
(Brac University, 2021-06)
In superstore business, the recency, frequency, and monetary (RFM) based on cus tomers’ purchase results is preferred to categorize valuable customers in order to
increase profit margins. This paper develops an enhanced ...
Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
(Brac University, 2021-06)
Machine Learning has gotten attention in the healthcare industry for the
competences to ameliorate disease prediction. Machine learning has already been
used in the health sector. Diabetes can also trigger the permanent ...
Automation of thesis management
(Brac University, 2022-05)
At present, the idea of managing thesis or project work, or any work of that sort for
a student and keeping track of all the due works with a rapidly paced deadline is
often gruesome. For instructors and supervisors, ...
Real time performance analysis on DDoS attack detection using machine learning
(Brac University, 2020-04)
In recent years, Distributed Denial of service (DDoS) attacks have led to a tremendous
financial loss in some industries and governments. Such as banks, universities,
news and media publications, financial services, ...
A hyperledger fabric based tamper proof decentralized land registry system for Bangladesh
(Brac University, 2022-09)
In many countries, authorities in charge of land registration are commonly charged
for the improper treatment and manipulation of land records. This is the case in
both developed and developing nations. Property records ...
Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics
(Brac University, 2022-01)
Bangladesh has been suffering a severe traffic congestion issue ever since it has been
on a high paced development roadmap. Researches regarding solving such traffic
issue has been in the talks but has never reached a ...
Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
(Brac University, 2021-09)
Alzheimer’s Disease (AD) is a neurological condition where the decline of brain
cells causes acute memory loss and severe loss in cognitive functionalities. Various
Neuroimaging techniques have been developed to diagnose ...
Demystifying machine learning models for IOT attack detection with explainable AI
(Brac University, 2021-09)
Internet of things (IoT) dramatically is changing our lives with its newly invented
devices and applications which leads to various emerging cybersecurity challenges
or threats. The rapid growth of IoT arouses security ...