Browsing by Subject "Data mining."

Now showing items 1-12 of 12

    • Detection and classification of Mango Leaf diseases utilizing convolutional neural network models 

      Ferdous, Md.Rubaiat; Amin, Abdulla Al; Shaily, Senjuti Sarkar; Ricky, Fabliha Tarannum; Tabeeb, Tahmeed (Brac University, 2024-05)
      Plant diseases, particularly those affecting crop plants, pose a significant danger to world food security by compromising the quality and yield of agricultural produce. Mango leaf disease is one such example. Mango leaf ...

    • An exploratory analysis of the industrial machine's data for predictive maintenance operations 

      Shovon, Faisal Ahmed; Fahim, Shahriar Raz; Alam, K.C. Zamiul; Mohajan, Sajib (Brac University, 2021-01)
      Modern industries nowadays heavily rely on hefty machineries which have lots of moving parts and contain sensor data. These sensor data are indexed in time order which are referred to as time series data. Industrial ...

    • A graph mining-based approach to analyze the dynamics of the Twitter community of COVID-19 misinformation disseminators 

      Hussna, Asma Ul (Brac University, 2024-04)
      The abundant dissemination of misinformation on social networks has emerged as a worldwide threat, exerting an implicit influence on public opinion and endangering the progress of social, political, and public health ...

    • Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning 

      Sakib, Hasibul; Alok, Aditto Baidya; Huq, Fardin; Ullah, Shamsil Arafin; Ghosh, Riya (Brac University, 2023-09)
      Cancer, an enduring medical enigma with historical recognition dating back to ancient civilizations, remains without a definitive cure. This research undertakes a comprehensive investigation encompassing nine prevalent ...

    • Impact of machine learning and deep learning on biomedical applications and healthcare industry 

      Kabir, Md Saif; Alam, Shahed (BRAC University Research For Development Club (BURED), 2024-07-03)
      A new era of innovation and change in healthcare and medical diagnostics has started as a result of the advancements in Machine Learning (ML) and Deep Learning (DL). Machine learning and deep learning are not just ...

    • Integration of data clustering to intelligent email classifier 

      Zisan, Shahriar Ahmed (Brac University, 2017)
      In recent years there are more than billion of email users .People are dependent on electronic mails. ft has become an urgent and crucial component of communication .One of the cheapest and fastest communication mean. ...

    • A machine learning approach to credit default prediction and Individual credit scoring 

      Rahman, Md. Jaber; Ahmed, Hasib; Alam, A. N. M. Sajedul (BRAC University, 2018)
      In our country the credit scoring system is not in practice yet so as for our undergrad thesis, we have taken upon the challenge of delivering a model well equipped with machine learning techniques to predict loan defaults. ...

    • A machine learning approach to detect depression and anxiety using supervised learning 

      Ullas, Md Tahmidur Rahman; Begom, Mariyam; Ahmed, Anamika; Sultana, Raihan (BRAC University, 2019-04)
      Depression, a major depressive disorder and anxiety are common medical illness which cause several symptoms that a ect the way a person feels, thinks, and the way he/she acts. These disorders are not only hard to endure, ...

    • Mango leaf disease detection using image processing 

      Sarkar, Avizit; Hasan, Murshed; Sarker, Nirnoy Chandra; Srabon, Moin Nadim; Sufia, Safwat (Brac University, 2024)
      Bangladesh is an agricultural country and mango cultivation plays a significant role in the economy of Bangladesh. Mango trees are at risk of different kinds of leaf disease. As a result, it can be the reason for hindering ...

    • Movie recommendation using link prediction 

      Dhrubo, Md Alif-uz-zaman; Supty, Tasfia Chowdhury; Hossin, Md Rakib; Rahman, SM Ashfaqur; Das, Ananya (Brac University, 2021-09)
      Link prediction is an important task for analyzing movie recommendation which also has applications in other domain like, information retrieval and bioinformatics. Proximity measure quantify the closeness or similarity ...

    • A smart trip advising system based on opinion mining with emoji recognition 

      Hassan, Mohammed Ziad; Islam, Mohammad Shahmidul; Abir, Ahasanul Haque; Tanha, Anwara Iftesum; Jenia, Akifa (Brac University, 2021-01)
      Opinion mining is an interesting research field that is used for analyzing the opinion of people about any product, place, and so on. Because based on people’s opinion other people can make decisions about what they ...

    • Text mining of news articles to detect violation of human rights 

      Mahmud, A M Saif; Ahmed, Talha; Hakim, Azrin; Sultana, Tanjida (BRAC University, 2018-12)
      Violation of people’s basic rights is a crime in almost every country in the world. However, many incidents in the real world gets passed unnoticed of legal attention. In this paper, we attempted to propose a model to ...