DSpace at My University: Recent submissions

  • A Guava Leaf Disease Detection by Machine Learning 
    Haque, Md. Radoanul; Islam, Samiul; Mamata, Nishat Anjum (Daffodil International University, 2021-06-01)
    Fruit diagnosis and early identification The production of healthy fruit industry is more critical for plant diseases. Farmers' general monitoring system can take time, costly and often incorrect. This paper offers an ...
  • Fresh and Rotten Fruit Classification Using Deep Learning 
    Hasan, MD Mehedi; Hasan, MD Moinul (Daffodil International University, 2021-06-02)
    Fruit cultivation has been a traditional part of the agricultural practices in Bangladesh. There has been a revolution in fruit farming. From fruits we get nutrition. It is a source of vitamins and minerals. Sometimes ...
  • Bangla Handwritten Digit Recognition Using Convolutional Neural Network 
    Rabby, AKM Shahariar Azad; Abujar, Sheikh; Haque, Sadeka; Hossain, Syed Akhter (Advances in Intelligent Systems and Computing, Springer, 2018-12-12)
    Handwritten digit recognition has always a big challenge due to its variation of shape, size, and writing style. Accurate handwritten recognition is becoming more thoughtful to the researchers for its educational and ...
  • Bangla Continuous Handwritten Character and Digit Recognition Using Convolutional Neural Network 
    Hasan, Fuad; Shuvo, Shifat Nayme (Daffodil International University, 2021-06-01)
    There are few works are available in Bangla Handwritten Character Recognition. To digitalized the analog normal format Handwritten data, we proposed a new methodology to recognized the Bangla character in continuous form. ...
  • Classification of Book Review Sentiment in Bangla Language Using NLP and Machine Learning 
    Rahman, Md. Hamidur; Islam, Md. Saiful (Daffodil International University, 2021-06-01)
    Books are said to be a person's best friend. Learning books is essential to acquire expertise. Community for book reading has been around for over a few thousand years. Since ancient civilization learns to write, knowledge ...
  • Residence For Students 
    Sultana, Mst. Habiba (Daffodil International University, 2021-09-01)
    The development of Residence For Students is presented in this paper. Our Residence For Students application's main purpose is to provide housing for students in Dhaka City. This project is about locating various forms ...
  • The Price Telling Android Application Damkoto for Bangladesh 
    Polok, Ferdaus Zaman; Trisha, Abida Khan; Islam, Sanzida (Daffodil International University, 2021-09-09)
    With technology, people are becoming smart day by day. One main component that all of us do have is our Smartphones. On the other hand, the number of uses of some other smart gadgets like Drone, DSLR Camera, etc. is ...
  • Bayanno-net 
    Islam, Mohammad Shakirul; Foysal, Md. Ferdouse Ahmed; Noori, Sheak Rashed Haider (Proceedings of 2019 IEEE Region 10 Symposium, IEEE, 2019-06-07)
    Handwritten digit recognition is one of the most novel topics from last few years. The complexity of recognition handwriting are differ in languages because of their shapes, character numbers and streak. Albeit Bangla is ...
  • Bengali Named Entity Recognition 
    Rifat, Md Jamiur Rahman; Abujar, Sheikh; Noori, Sheak Rashed Haider; Hossain, Syed Akhter (2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, 2019-07-08)
    Sequence labeling is a complex task in natural language processing where the data set used to be biased to a specific class mainly to “not named entity” class. Previously several machine learning approaches were harnessed ...
  • Bengali Text Generation Using Bi-directional RNN 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Hossain, Syed Akhter; Hasan, Mahmudul; Chowdhury, S. M. Mazharul Hoque (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-07-06)
    Current world is growing so fast and communication between nation and different type of people with different language became part of our life. Even from buying product to our social life everything is dependent on ...
  • Extraversion Personality Classification Using Machine Learning from Linguistic Features 
    Rifat, Tanvir Hasan; Mashud, Khalad Mossarraf Hossin; Sajid, Abrar Islam (Daffodil International University, 2021-05-02)
    Personality is a principal premise of human behavior. At generally essential, personality including examples of thought, feeling, behaviors that make an individual novel. Personality will straight forwardly or in a ...
  • Vehicle Tracking & Monitoring System 
    Mondol, MD. Shakil; Mamun, MD. Rasel; Mandal, Avijit (Daffodil International University, 2021-06-02)
    Our project is all about vehicle security. We have implemented this project for vehicle tracking and security. Not every people drive their car by their own. Sometimes they keep drivers to drive their car. Again, some ...
  • Detecting Depression From Social Media Using a Deep Learning Based Approach 
    Mahedi, Mahmudul Hasan; Any, Sabiqun Nahar; Roy, Akash (Daffodil International University, 2021-05-31)
    Unhappiness, feeling low, losing interest and excitement in daily life activities and it continues for a long time, causes depression. Depression can affect all types of age like young, adult and also child. Some signs ...
  • A Novel Approach of Fair Scheduling to Enhance Performance of Hadoop Distributed File System 
    Hussain, R.; Rahman, Mostafijur; Tarin, Tanjila Akter (Scopus, 2020)
    Nowadays, big data is one of the most challenging issues for managing big amounts of data more effectively and efficiently. It widely used in E-commerce, social media, online business and such types of applications. Hadoop ...
  • A Comparative Study on GA-based Scheduling on Cloud Computing 
    Rawshan, Lamisha; Rahman, Tasnim; Begum, Afsana; Hossain, Syeda Sumbul; Bhuiyan, Touhid (Scopus, 2020)
    Cloud computing provides data storage and computing power based on user demand by assigning tasks to virtual resources. To deliver overall improved performance and meet challenges such as availability, resource utilization ...
  • Market Basket Analysis Approach to Machine Learning 
    Patwary, Md. Abul Hasnat; Eshan, Md. Tamim; Debnath, Prazzal (Daffodil International University, 2021-06-02)
    Market Basket Analysis is an important aspect of a retail organization's analytical framework for deciding where products should be placed and developing sales promotions for various segments of consumers to increase ...
  • Assessment of the Impact of Formalin Treatment on the Quality and Shelf Life of Mango 
    Monira, Syeeda Shiraj-Um- (Agricultural Engineering International, 2019-04-30)
    This study was conducted to observe the effect of formalin application on the post-harvest quality and shelf life of mango. Mango samples were treated with different concentrations of formalin solutions (10, 100 and 1000 ...
  • Automated Prediction of Heart Disease Patients Using Sparse Discriminant Analysis 
    Hasan, K. M. Zubair; Datta, Shourob; Hasan, Md Zahid; Zahan, Nusrat (2nd International Conference on Electrical, Computer and Communication Engineering, IEEE, 2019-02-09)
    Linear Discriminant Analysis (LDA) is an easy and efficient method for pattern classification, while it is also broadly utilized for the initial discovery of diseases using Electronic Health Records (EHR) data. Nonetheless, ...
  • BSSID Based Monitoring Class Attendance System Using Wifi 
    Hasan, Mahadi; Saha, Dipto; Ferdosh, Jannatul; Nur, Fernaz Narin; Moon, Nazmun Nessa; Saifuzzaman, Mohd. (Proceedings of the 3rd International Conference on I-SMAC IoT in Social, Mobile, Analytics and Cloud, IEEE, 2019-12-14)
    Recent advancements in wireless technologies have evolved the growth of smart systems in day to day life. Nowadays, people are using WiFi connectivity for accessing the Internet or local hub inside home or office. A smart ...
  • Bangla Handwritten Character Recognition 
    Hoq, Md Nazmul; Nipa, Nadira Anjum; Islam, Mohammad Mohaiminul; Shahriar, Sadat (1st International Conference on Advances in Science, Engineering and Robotics Technology 2019, IEEE, 2019-12-19)
    Recognition of handwritten characters from Bangla handwritten texts is of immense importance considering the complexity of the task. Researchers have explored the task of recognizing Bangla handwritten digits, but a few ...

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