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Now showing items 21-30 of 72
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 ...
Early detection of breast cancer using machine learning
(Brac University, 2018-12)
Breast cancer is the most common cancer among women but in can occur in both the genders.
It is accountable for an appalling number of deaths worldwide. In a particularly low-resource
developing country like Bangladesh, ...
Conversational AI for companionship
(Brac University, 2022-05)
The conversational style of a human is estimated by humor, personality, voice tone,
etc. These characteristics are necessary for virtual assistants that are artificially
intelligent for conversation. This research ...
Transformer vs. RASA model: A thorough attempt to develop conversational Artificial Intelligence to provide automated services to university disciples
(Brac University, 2023-01)
With the dynamic advancement of internet services over the past decade, chatbots,
also recognized as conversational agents, have risen to prominence. They are signif icantly acclimated to develop a useful digital expert ...
Privacy focused classification of prostate cancer using federated learning
(Brac University, 2022-01)
The prostate gland is a small gland located in the lower abdomen of a man. Prostate
cancer occurs when a tumor, or abnormal, malignant growth of cells, forms in the
prostate. Prostate cancer is a slow-growing cancer that ...
High frequency rainfall prediction using machine learning approach to numerical weather modelling
(Brac University, 2021-06)
The weather has an impact on almost every aspect of our daily lives. Life would be
much easier if we could control the weather. Until then, we will have to settle for
trying to predict weather but weather prediction is ...
Machine learning based data processing and latency reduction in the internet of things for agriculture
(BRAC University, 2018-12)
The Internet of Things is best stated as a network of “things” that have the ability to generate
and share information between themselves and interact with the environment according to the
percepts from this environment. ...
Text classification using machine learning algorithms
(BRAC University, 8/2/2018)
Financial, educational and communal activities produce enormous amount of data. Automatic text classification has significant application in content organization, point of view extraction, evaluation analysis, spam filtering ...
Classifying insect pests from image data using deep learning
(Brac University, 2022-01)
The fact that insecticidal pests impair significant agricultural productivity has become
one of the main challenges in agriculture. There are, nevertheless, several
requirements for a high-performing automated system ...
Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
(Brac University, 2020-04)
Depression is accorded as one of the leading causes to all the problems related to
mental health in the Global disease burden study (GBD). Major depressive disorder
(MDD) is when this depression reaches to a larger extent, ...