Browsing by Author "Arif, Hossain"
Now showing items 1-20 of 46
-
Agricultural yield and profit prediction using data analysis techniques
(2018-12)This research proposes a model that will enable us to predict the agricultural outcome of a country. The prediction will include the agricultural yield for the upcoming years as well as predict the profit margin for ... -
Analysing Facebook user risk using machine learning algorithm
(Brac University, 2020-04)Now-a-days people exchange their personal information and interact with companions and close relatives in a way which is revolutionized. In any case, the majority of them don’t have the foggiest idea how to utilize, where ... -
Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
(BRAC University, 2018-04)In this modern age where providing and consuming services through online exchange has become a daily chore, everyone loves to participate and give opinions about the services he or she consumes. Nowadays this participation ... -
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 ... -
The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
(Brac University, 2020)Over the years, data mining and machine learning have proved to be very convenient in numerous fields of science and technology and their applications in the medical sector is an emerging one. With the world population ... -
Automatic text summarization using fuzzy c–means clustering
(BRAC University, 2018-04)Automatic text summarization process has been significantly explored throughout the years to cope with the staggering increase of virtual data. Text summarization process is commonly divided into two areas-Extractive and ... -
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 ... -
Bangla optical character recognition from printed text using Tesseract Engine
(Brac University, 2021-01)Optical Character Recognition or OCR is a technology that enables us to detect and extract text from images. In our project, we are designing our OCR system around the Bangla language. This is primarily because, there are ... -
Bangla speech to text conversion using CMU sphinx
(Brac University, 2019-08)Speech is the most normal type of communication and association between people while content (text) and images are the most basic types of exchange in the computer system. Therefore, enthusiasm in regards to transformation ... -
Bengali hand sign language recognition using convolutional neural networks
(BRAC University, 2019-04)Throughout the world the number of deaf and mute population is rising ever so increasingly. In particular Bangladesh has around 2.6 million individuals who aren't able to communicate with society using spoken language. ... -
Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
(BRAC University, 2018-12)In this world, it is very difficult and time consuming for humans to summarize large documents, reports, news and research articles. Multiple text summarization techniques play vital roles in picking the important points ... -
Big Data implementation in the tourism industry with the integration of Singular Value Decomposition (SVD)
(Brac University, 2020-10)Big Service is an extremely important application of service computing to provide predictive and needed services to humans. On the other hand, Big Data as a Service can be achieved implementing by processing large chunk ... -
Chronic kidney disease detection using ensemble classi ers and feature set reduction
(BRAC University, 2019)Chronic kidney disease (CKD) is the gradual loss of kidney function over a duration of months or years. One in ten people are affected by it at some stage. Some ethnicities such as African Americans and South Asians are ... -
Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
(Brac University, 2018-12)The world of Machine Learning is expanding everyday through its implementations in modern day healthcare. Researchers have sketched out many ways to implement Machine Learning algorithms and droned into ways to make them ... -
A comparative study of deep learning methods for automating road condition characterization
(Brac University, 2020-04)Roads in Bangladesh provide infrastructural facilities to both agricultural as well as industrial sectors of the country. Distressed roads can cause fatal accidents as well as largely decelerate sector progress. This makes ... -
A credible, automated e-voting system in the context of Bangladesh
(BRAC University, 2018)Elections are believed to be the best possible way to live in democratic era and voting is one of the electoral processes that ensures the alignment of democracy in our society. In this thesis, we propose an electronic ... -
Crop prediction based on geographical and climatic data using machine learning and deep learning
(BRAC University, 2018-12)Agriculture is the basic source of food supply in all the countries of the world—whether underdeveloped, developing or developed. Besides providing food, this sector has contributions to almost every other sector of a ... -
Deep 3D convolutional neural network in early detection of Lung cancer
(BRAC University, 7/22/2018)Early detection of lung cancer is essential for the survival of patients. Lung Cancer remains the deadliest cancer in the world. Lung cancer diagnosis is still a time consuming and long awaiting process. The oncologist is ...
