Faculty of Science and Information Technology: Recent submissions

  • Predicting Water Pollution Caused by Glass Particles Using Machine Learning Techniques 
    Reyad, Md. Monir Hossain; Siddiki, Sabbir; Ahmed, Md. Kawshik (Daffodil International University, 23-01-29)
    Water is polluting with different glass particles in Bangladesh. Most of the glass manufacturing industries through their wastage in the river. Because of the indiscriminate release of some industrial, domestic, and ...
  • Applying Machine Learning Approach To Predict Annual Yield of Major Crops and Recommend Planting Different Crops in Different Seasons in Bangladesh 
    Jemi, Arminara; Miah, Faysal (Daffodil International University, 23-01-29)
    The Bangladesh economy heavily depends on agriculture. Bangladesh's agricultural sector is crucial for providing jobs, income, and GDP. Considering how dramatically the human population is growing, crop output is the primary ...
  • Machine Learning Approach To Classify Mango 
    Al Asif, Abu Abdullah; Rahman, MD Habibur (Daffodil International University, 23-01-29)
    Our research titled "Machine Learning Approach To Classify Mango" is focusing the people not recognize mango species. Our work images in this research use deep learning, also known as machine learning. Python is used as a ...
  • Cisco Networking Technologies with Security 
    Kalam, Rafi Ibn (Daffodil International University, 23-03-01)
    This phase represents the operation of the Internet-Service-Provider (ISP). The first reason and the objective of this report is to know more about Computer Network and ISP Network Devices like Servers, Computers, Cables, ...
  • A Hybrid Machine Learning Approach To Detect Postpartum Depression (PDB) 
    Mosaraf, MD Parvez; Rabbi, Yasin Khan (Daffodil International University, 23-01-29)
    Postpartum depression, which occurs in the days and weeks following childbirth, can have serious impacts on both mothers and babies. Symptoms of postpartum depression include mood swings, exhaustion, and a sense of ...
  • Daily Picks for E-Commerce 
    Ray, Tanmay Chandra; Nahid, MD. Jobayer Hossain (Daffodil International University, 23-01-29)
    E-commerce technology enables business buyers to quickly gather information about products and services, negotiate deals with suppliers in an efficient and effective manner, dispatch can apply for order fulfillment and ...
  • Women Safety 
    Mamun, Abdullah Al (Daffodil International University, 23-01-29)
    Anyone venturing out alone at night is at risk in today's society, especially women. A great way to guarantee the safety of women and reduce your chance of being a victim of violent crime is to be aware of the services ...
  • Approach & Challenges of Digital Marketing in Bangladesh 
    Ahmed, Tazvir (Daffodil International University, 23-01-29)
    Bangladesh is one of the world's fastest-growing developing countries. Where the online marketplace is getting to be well-known in recent days. Other than the conventional market or super shops, online marketplaces snatch ...
  • Scheduler 
    Sarker, Niloy Kumar; Tanzeen, Suraiya (Daffodil International University, 23-01-29)
    The daily routine of a class eventually determines the overall potential of an academic institute like schools, colleges, and universities. The wide range of techniques and methods teachers use to keep their students on ...
  • Sentiment Analysis Based on Online Women's Clothing Reviews and Ratings Using Machine Learning Approaches 
    Rahman, Marzana; Rahman, Raihana (Daffodil International University, 23-01-29)
    Analyzing how customers to act is essential for e-commerce marketing strategies because e-commerce can significantly boost economic growth. In natural language processing (NLP), techniques like sentiment analysis are used ...
  • Park In: An App-based Solution for Parking Vehicles 
    Ghosh, Anik; Billah, MD. Mostain (Daffodil International University, 23-01-29)
    Our project is “Park In” An App-based solution for Parking Vehicles. This application helps people to park their cars in the nearest vacant parking space in a very short time. And there are many more benefits including a ...
  • A Smart Approach for Detecting Bangla Fake News 
    Rahman, Minhajur (Daffodil International University, 23-03-01)
    Fake news on social media and other platforms is widespread. It is a reason for great concern because of its potential to inflict significant social and national harm with negative consequences. Detection is already the ...
  • Bengali News Headline Categorization Using ML Approach 
    Rahman, MD. Shajadur (Daffodil International University, 23-01-29)
    One of the most well-liked applications of natural language processing is text classification. Bengali is becoming more and more popular in this subject, much as many other languages, and the most well-known effort here ...
  • A Method for Bengali Author Detection Using Supervised Classification Models 
    Hamid, Md. Abdul; Rahman, Md. Tanjil; Islam, Md. Fahim (Daffodil International University, 23-01-29)
    Text classification is an important area of study in the field of NLP. We live in a modern world where everyone values their intellectual property. Intellectual property includes digital written ideas, blogs, poems, novels, ...
  • A Deep Learning Approach for Traffic Sign Detection and Recognition Using Improved YOLOV5s 
    Hossain, MD. Ariful; Hossain, Anwar (Daffodil International University, 23-01-29)
    Traffic sign detection is one of the most challenging tasks for autonomous vehicles, especially for the detection of different types of signs and real-time applications. Unmanned driving systems face a lot of problems to ...
  • Detection of Breast Cancer using Deep Learning Approach 
    Saha, Badhan (Daffodil International University, 23-01-29)
    Breast cancer is a disease in which cells in the breast grow out of control. In Bangladesh the rate of breast cancer occurrence is estimated to be 22.5 per 100,000 females of all ages. In case of Bangladeshi women, aged ...
  • Towards an Effective Tomato Leaf Disease Classification Using Modified Transfer Learning Algorithm Based on resnet 50 
    Rahman, Md Ashikur (Daffodil International University, 23-01-29)
    To increase agricultural productivity, plant diseases must be detected early and accurately. The deep learning approach based on artificial intelligence is critical in detecting illnesses utilizing a large volume of plant ...
  • Bangladesh Related Factoid Question Classification Using Machine Learning Techniques 
    Hossain, MD. Jahid; Hossain, MD. Nahid; Nowmi, Sadiha (Daffodil International University, 23-01-29)
    Question answering (QA) is a branch of natural language processing research that is aimed to give human users a simple and practical information retrieval application. Despite being one of the most widely spoken languages ...
  • A Mobile Phone Based Agro Market Monitoring System 
    Hossain, Riyad; Sochona, Sayma Islam (Daffodil International University, 23-01-29)
    Our main goal is to create an app that will inform users about the prices of products in the market. The Agro Market Monitoring System is an application that will break down markets into divisions, districts, and upazilas. ...
  • Responsive Web Application for DIU NLP Lab 
    Shovon, Jubayer Ahmad; Siddik, MD. Nuray Alam (Daffodil International University, 23-01-29)
    The DIU NLP Lab Web Application is a platform that is designed to help people in the NLP lab at DIU work together more efficiently. It has features that allow users to log in, add information about events and research ...

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