Thesis & Report, BSc (Computer Science and Engineering): Recent submissions

Now showing items 41-60 of 1402

    • Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters 

      Bhuiyan, Md Raihanul Islam; Efaz, Mahin Shahriar; Reza, Tanjim; Ria, Aditi Saha (Brac University, 2023-09)
      Bangla is one of the most popular languages in the world and more than 210 Million people use it as their first or second language. The literature of Bangla has a rich history and dates back thousands of years. However, ...

    • A deep learning approach for prediction of ADHD using brain structure 

      Siam, Shafin Ahad; Datta, Durjoy; Hossain, S.M.Kawsar; Nobel, MD.Nishat Ahmed; Ahamed, Ashik (Brac University, 2023-09)
      Attention deficit hyperactivity disorder (ADHD) is a complex condition affecting the brain’s neurodevelopmental processes. Prompt treatment and accurate diagnosis can alter neural connections and improve symptoms. This ...

    • 3D Brain image segmentation using 3D tiled convolution neural networks 

      Haque, Md Mahibul; Ria, Jobeda Khanam; Mannan, Fahad Al; Majumder, Sadman; Uddin, Md Reaz (Brac University, 2023-09)
      Gliomas are the primary brain tumors that are most commonly observed in adult patients and exhibit varying degrees of aggressiveness and prognosis. The accurate identification and diagnosis of Gliomas in surgical procedures ...

    • Product recommendation system 

      Sajid, Md.Ashiq Ul Islam; Romeo, Raihan; Farid, Sheikh; Tasin, Mohammed Shahrier (Brac University, 2023-09)
      Recommender systems play a role, in helping consumers by suggesting products. These systems rely on algorithms, many of which are based on machine learning from the intelligence field. However, choosing the algorithm for ...

    • Medical image reader powered by artificial intelligence 

      Palok, Tanvir Ahmed; Ahmed, Symum; Anim, Golam Kibria; Ratul, Shahed Sharif Bhuiyan; Alam, Shahrear (Brac University, 2023-09)
      Misdiagnosis in medical imaging is a critical concern, risking patients’ health due to the pivotal role of radiologists’ accuracy in diagnostics. Current cross-checking methods for radiologists’ decisions are limited, ...

    • Aspect based opinion mining on restaurant reviews 

      Tonmoy, Sazid Hasan; Ahmed, Faiyaj Bin; Sarkar, Madhurjya; Bashar, Mehejabin Binta; Ahmed, Rafi (Brac University, 2023-09)
      The way businesses are operating have changed due to the explosion of the internet. Social media has an increasing number of reviews as people are keen to express their opinions based on their experiences. Online reviews ...

    • Exploring the potentials and horizons of network block device (NBD) integration on the android ecosystem 

      Rahman, Tanvir; Ahmed, Tanjid; Rahman, Md. Sakibur; Hossain, Amreen (Brac University, 2023-09)
      The NBD (Network Block Device) protocol plays a pivotal role in enhancing the Android ecosystem, particularly in terms of storage management and optimizing power efficiency on ARM devices. By facilitating network block-level ...

    • Comparative analysis of neural network Models for peripheral blood cell image classification 

      Mollah, Md Tanzid; Shahriar, Mahi; Fahim, Mohammad; Ahmed, Zehan; Sakib, Kaji Sadman (Brac University, 2023-09)
      It’s quite difficult to fathom that the future of medicine and diagnosis is more dependent on, and much more likely to be dictated by the growth of technology than the quality of doctors. One of the deadliest diseases ...

    • Exploration and mitigation of gender bias in word embeddings from transformer-based language models 

      Hossain, Ariyan; Haque, Rakinul; Hannan, Khondokar Mohammad Ahanaf; Rafa, Nowreen Tarannum; Musarrat, Humayra (Brac University, 2023-09)
      Machine learning has the potential to uncover data biases resulting from human error when it’s implemented without proper restraint. However, this complexity arises from word embedding, which is a prominent technique for ...

    • Advance waterway transport system based on Internet of Things (IoT) 

      Miah, MD Imtiaj; Gope, Joy Chandra; Nath, Ananta Deb; Nain, A.K.M. Janaite; Mitu, Faria Nasir (Brac University, 2022-09)
      Nowadays the inland waterway transportation sector has grown significantly in recent years, offering a large possible contribution to environmentally friendly and cost-effective transportation to reduce congestion on the ...

    • Flight fare prediction using machine learning 

      Noyon, Md. Shaim Hosan; Islam, Tanzidul; Islam, Solaiman; Reejon, Md. Refayet Islam (Brac University, 2022-01)
      This paper deals with the forecast of Flight Price of domestic airlines.Revenue management relies heavily on forecasting. Air passengers (buyers) frequently search for the ideal time to buy tickets in order to save as ...

    • Internship as a Product Manager of Onnow Pte Ltd 

      Ullah, Rakib (BRAC University, 2023-03)

    • Systematic analysis on peer-to-peer botnet attack detection 

      Binte istiaq, Faiza; E Mohammad, Rubaiyat; Tasnia, Moriom; Hassan, Kazi Moinul; Tabassum, Tanjim (Brac University, 2022-09)
      "Botnet” refers to a network of compromised machines that the bot master remotely controls to prosecute innumerable malicious activities through a CC server and mis cellaneous slave machines. It is possible to categorize ...

    • Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather 

      Nasim, Hamim Ibne; Printia, Fateha Jannat; Himel, Mahamudul Hasan; Rashid, Rubaba; Chowdhury, Iffat Jahan (Brac University, 2024-01)
      "The intention of autonomous license plate (LP) detection is to find an LP spot in a picture without any kind of human intervention. Automatic license plate detection (ALPD) techniques have been developed; however, the ...

    • A comprehensive study and analysis of artificial intelligence-based waiter robot in restaurant 

      Nafis, Allama Bakhtiyar; Ahammed, Kawsar; Oishi, Humaira Rahman; Afroj, Sumya; Raka, Rezwana Chaudhury (Brac University, 2024-01)
      "The rapid development of technology has led to the implementation of numerous solutions aimed at streamlining processes, one of which is the incorporation of artifi cial intelligence. The Simultaneous Localization and ...

    • Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis 

      Alam, Md. Iftekharul; Rahman, MD Jubaier; Shakil, Nurul Islam; Ibnat, Maisha; Tasnia, Rifah (Brac University, 2024-01)
      The financial markets have always been a focal point of interest for investors, analysts, and researchers. Predicting stock prices accurately has remained a challenging task. For many years, academics are analyzing the ...

    • Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images 

      Ahmed, Sarder Tanvir; Mahdin, Mohammad Fairoz; Barua, Shomtirtha; Abir, Fahim Shariar (Brac University, 2023)
      "COVID-19 and viral Pneumonia are types of lung disease that are highly infectious, and have a tendency of causing an outbreak, that then puts stress on the healthcare sector. When the COVID-19 pandemic first began there ...

    • Detection of handwritten text using convolutional neural network 

      Jasim, Rabib Bin; Mahin, Rokeya Sultana (Brac University, 2019-04)
      Machine replication of human functions, like reading, is an ancient dream. However, over the last five decades, machine reading has grown from a dream to reality. We have tried to make it more obvious through a hand ...

    • Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms 

      Farhan, Rafid; Rahman, Ninad Abdur; Ahsan, Syeda Sara Ummy (Brac University, 2022-01)
      Due to a number of reasons, marine ecosystems change with certain species of fish disappearing while novel species of fishes become a new staple within a given ecosystem, e.g., a lake, river, etc. Monitoring these changes ...

    • Report on internship as a software developer engineer 

      Bari, MD. Imtious (Brac University, 2023-01)
      "This report summarizes my six-month internship as an intern at CIS Tech Ltd. My main objective throughout the internship was to create a software application by using the waterfall and agile methodologies to follow every ...