Browsing by Author "Arif, Hossain"
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Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
Ahmed, Istear; Karmakar, Tushar; Anadi, Iffat Sumaita; Azad, MD.Shahriar; Sharif, Faiza Ibnat (Brac University, 2021-09)The students are at a loss when it comes to choosing their major or field of work due to inefficient school system and decision making of the parents. This problem can be resolved to some extent by using classifiers. ... -
Agricultural yield and profit prediction using data analysis techniques
Hassan, Fazal Mahmud; Zakir, Shamma Binta; Binta, Anik Shamma; Hossain, Syed Maruf (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
Barua, Arnab; Adnan, Fahim; Ghosh, Ananna (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 ... -
Analysis on the performance comparison between a relational database and a non-relational database for big data application
Hasan, Md. Ahsanul; Ahmed, Fardin; Chowdhury, Abul Hossain; Leion, Md. Kamruzzaman; Prince, Md. Rafsan Ferdous (Brac University, 2022-01)Database plays a vital role in modern life of technology. Large scale applications such as social media, E-commerce platforms generate a really big amount of data that needs to be stored and worked with properly. And it ... -
Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
Shourin, Bushra; Shawgat, Kazi Sayef; Chowdhury, Serajur Reza (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
Dhruba, Mir Ishrak Maheer; Ghani, Nawab Haider; Hossain, Sazzad; Shoumo, Syed Zamil Hasan (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
Islam, Md. Shajedul; Masud, Syed Tahmid; Tawheed, Bhuiyan Mustafa (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
Saquib, Muhammad Sadman; Ali, Mili Mohammad; Tazmim, Marisha; Ahmad, Faiyaaz (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
Mahmud, Mahmudul Hasan (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 attendance system using facial recognition
Sikdar, Tushar; Binte Amin, Nafia; Shupti, Ayesha Akter; Ferdous, A.K.M Zubaer; Dashgupta, Amit (Brac University, 2022-01)Artificial Intelligence has brought revolutionary change all around the world prov ing its effectiveness almost in every aspect. AI is not only a science-fiction dream anymore, but also a constant part of our everyday ... -
Automatic text summarization using fuzzy c–means clustering
Rahman, A. M. Muntasir; Saleheen, Nasif Noor; Anam, Shakil Ashraful (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
Haider, Mofiz Mojib; Hossin, Md. Arman; Mahi, Hasibur Rashid (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
Faruque, MD Yamin; Adeeb, MD Zahin; Kamal, Muhammad Maswood; Ahmed, Redwan (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
Bristy, Israt Jerin; Shakil, Nadim Imtiaz; Musavee, Tesnim; Choton, Akibur Rahman (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
Rumi, Roisul Islam; Hossain, Syed Moazzim; Shahriar, Ahmed; Islam, Ekhwan (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
Rahman, Alvee; Rafiq, Fahim Md; Saha, Ramkrishna; Rafian, Ruhit (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)
Sakilluzzaman, MD; Gazi, Sanji Sahlan; Ankan, Tafisn Jaber; Areng, Rhyme Raphael; Sharan, S.M. Mobasshir Islam (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
Shawan, Naveed Rahman; Mehrab, Syed Samiul Alam; Ahmed, Fardeen; Hasmi, Mohammad Sharatul (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
Oishi, Fayza Rezwana; Al Mahadi, Mehnaj; Parvez, Omar Bin (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
Ruhi, Zurana Mehrin; Sheetal, Farahatul Aziz; Prithu, Farisha Hossain (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 ...