Browsing by Subject "Machine learning"
Now showing items 1-20 of 147
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An advanced healthcare android application with machine learning
(BRAC University, 2018)In this thesis, an advanced healthcare application on android platform is proposed and demonstrated using machine learning techniques. This advance healthcare application allows the user to conduct critical prognosis based ... -
Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
(Brac University, 2020-09)Bangladesh is predominately an agriculture-based country, which faces uncertain crop yields and inefficient farming infrastructure resulting in adverse effect in food security. Habiganj is selected as the study area because ... -
Alumni opportunities using machine learning
(BRAC University, 2018-12) -
Analysis of the impact of online education using EEG signals and machine learning algorithms
(Brac University, 2021-01)Online learning has allowed students from different walks of life to access a vast amount of information, allowing them to gain new skills. However, only having access to that information does not mean that the students ... -
An analysis of word sense disambiguation in Bangla and English using supervised learning and a deep neural network classifier
(BRAC University, 2015-08)Word sense disambiguation is a significant task in natural language processing and addresses an old problem in the field of computational linguistics. Word sense disambiguation facilitates tasks like machine translation, ... -
Analysis on face recognition based on five different viewpoint of face images using MTCNN and FaceNet
(Brac University, 2019-08)Despite signi cant recent achievements in the eld of face recognition, implementing proper face recognition system by training enough data is still a problem because not everyone has enough photos that we can use to ... -
Analyzing area-wise air pollution level using machine learning for a better future
(Brac University, 2021-09)Environment consists of nature and surroundings where all living beings co-exist. Harming the environment will in turn harm all living and non-living things alike. One of the major concerns of environment pollution is ... -
Analyzing CV/resume using natural language processing and machine learning
(BRAC University, 2017)This paper proposes a model of extracting important information from the semi-structured text format in a curriculum vitae or resume and ranking it according to the preference of the associated company and requirements. ... -
Anomaly detection In IoT using machine learning algorithms
(Brac University, 2019-08)Internet of Things (IoT) is growing as one of the fastest developing technologies around the world. With IPv6 settling down, people have a lot of addressing spaces left that even allows sensors to communicate with each ... -
Anti-aliasing for real-time applications in 3D using deep convolutional neural network
(Brac University, 2020-04)In this paper we present a convolutional neural network model for solving the long- standing aliasing problem in the real time 3D graphics industry. Aliasing refers to the problem of having hard jagged edges in the ... -
Application of machine learning in credit risk assessment: a prelude to smart banking
(BRAC University, 2018-12)A precise credit risk assessment system is vital to a financial institution for its proper and impeccable functioning. Accurate estimations of credit risk will allow them to continue their operation in a gainful and ... -
Application of machine learning techniques on the context of livestock analysis
(BRAC University, 2018-08)Livestock industry has been one of the fastest growing sectors of business and research in Bangladesh over the past decade. This rising, lucrative and profitable industry seems to be attracting a good number of enthusiastic ... -
Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
(Brac University, 2019-04)Bangladesh being one of the most heavily populated country in the world, the traffic condition is worsening every year due to the increase of vehicle activities through- out the entire nation. Research claims that an average ... -
Automated online exam proctoring system using computer vision and hybrid ML classi er
(Brac University, 2021-10)The term online proctoring comes hand in hand with online education. There are not many exceptions between traditional education and the online education system except for the fact that online education, as well as online ... -
Automatic brain tumor segmentation using U-ResUNet chain model approach
(Brac University, 2021-09)Identifying brain tumors precisely within the early stage is still a challenging problem for the medical sector consistent with recent research. In a previous research approved by Cancer. Net Editorial Board, it was ... -
Automatic braking system and smart safety features to avoid and reduce road accident
(Brac University, 2021-09)There has been a huge increase of road accident in the last couple of years. This has been quite an issue in our country as a nationwide protest was held against it. A smart system which can do not only Vehicle to Vehicle ... -
Automation requirements engineering using machine learning
(Brac University, 2021-09)Machine learning algorithms help to automate the process in many di erent problem domains. In the eld of Software engineering. Requirement engineering is one of the rst stages of software development. This research ... -
Bangla sign language recognition using leap motion sensor
(Brac University, 2019-08)Sign language is used by hearing and speech impaired people to transmit their messages to other people but it is difficult for a regular people to understand this gesture based language. Instantaneous responses on sign ... -
Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
(Brac University, 2019-08)In the area of machine learning, speech recognition was always a hot topic but as world's 8th most widely spoken language Bangla hasn't got the focus as much as she deserved. This research will be on speech recognition ... -
Bangla text classification using machine learning and deep learning techniques
(Brac University, 2021-09)At present, we have seen everything is getting digitized where technology almost takes full control over our life. As a result, a massive number of textual documents are generated on online platforms and news articles ...
