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Browsing by Author "Islam, Md. Sanzidul"

Browsing by Author "Islam, Md. Sanzidul"

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  • Bangladeshi Stock Price Prediction and Analysis with Potent Machine Learning Approaches 
    Das, Sajib; Arman, Md. Shohel; Hossain, Syeda Sumbul; Islam, Md. Sanzidul; Himu, Farhan Anan; Shakir, Asif Khan (Springer, 2020-07-30)
    Stock price forecasting, is one of the most significant financial complexities, since data are not reliable and noisy, impacting many factors. This article offers a machine learning model for the stock price prediction ...
  • A Bengali Text Generation Approach in Context of Abstractive Text Summarization Using RNN 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Islam, Md. Sanzidul; Faisal, Fahad; Hossain, Syed Akhter (Lecture Notes in Networks and Systems, Springer, 2020-03-04)
    Automatic text summarization is one of the mentionable research areas of natural language processing. The amount of data is increasing rapidly, and the necessity of understanding the gist of any text is just a mandatory ...
  • BlackOps at CheckThat! 2021 
    Sohan, S.M.; Khushbu, Shrun Akter; Islam, Md. Sanzidul; Hasan, Md. Arid (Scopus, 2021)
    An expensive task is fake news detection for recent trends among the concept of misinformation or rumors. In everywhere most of the times information lead or play emergent preface but forthwith misinformation also in ...
  • Classifying the Usual Leaf Diseases of Paddy Plants in Bangladesh Using Multilayered CNN Architecture 
    Abdullahil-Oaphy, Md.; Bhuiyan, Md. Rafiuzzaman; Islam, Md. Sanzidul (Soft Computing Techniques and Applications. Advances in Intelligent Systems and Computing, Springer, 2020-11-28)
    More than 130 million people in Bangladesh depend on rice as their main food. Half of the employment of the rural area and the agricultural GDP of Bangladesh depend on rice production. Nearly more than 10 million farmer ...
  • Classifying the Usual Leaf Diseases of Paddy Plants in Bangladesh Using Multilayered CNN Architecture 
    Oaphy, Md. Abdullahil-; Bhuiyan, Md. Rafiuzzaman; Islam, Md. Sanzidul (Scopus, 2021)
    More than 130 million people in Bangladesh depend on rice as their main food. Half of the employment of the rural area and the agricultural GDP of Bangladesh depend on rice production. Nearly more than 10 million farmer ...
  • A Deep Learning Based Assistive System to Classify COVID-19 Face Mask for Human Safety with YOLOv3 
    Bhuiyan, Md. Rafiuzzaman; Khushbu, Sharun Akter; Islam, Md. Sanzidul (IEEE, 2020-07)
    Computer vision learning pay a high attention due to global pandemic COVID-19 to enhance public health service. During the fatality, tiny object detection is a more challenging task of computer vision, as it recruits the ...
  • Ekush 
    Rabby, AKM Shahariar Azad; Hossain, Syed Akhter; Abujar, Sheikh; Islam, Md. Sanzidul; Haque, Sadeka (Communications in Computer and Information Science, Springer, 2019-07-17)
    Ekush the largest dataset of handwritten Bangla characters for research on handwritten Bangla character recognition. In recent years Machine learning and deep learning application-based researchers have achieved interest ...
  • The First Full-size RC Vehicle 
    Islam, Md. Sanzidul (Scopus, 2020)
    The Autonomous machineries are changing our thinking level day by day. Autonomous driving system is a field of likelihood of computer vision research. The flourished countries has already come to the fore and using semi ...
  • Ishara-Bochon 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Jessan, Nazmul A.; Rabby, AKM Shahariar Azad; Abujar, Sheikh; Hossain, Syed Akhter (Communications in Computer and Information Science, Springer, 2019-07-20)
    Ishara-Bochon, the first multipurpose comprehensive open access isolated digits dataset for Bangladeshi Sign Language (BdSL) is introduced in this article. Sign language digits is a major part of communication for deaf and ...
  • Ishara-Lipi: The First Complete MultipurposeOpen Access Dataset of Isolated Characters for Bangla Sign Language 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Jessan, Nazmul A.; Rabby, AKM Shahariar Azad; Hossain, Sayed Akhter (IEEE, 2018-12-03)
    Collecting hand gesture data for sign language is too much difficult to researchers. Ishara-Lipi, the first complete isolated characters dataset of Bangla Sign Language (BdSL) is conducted in this article. It will help to ...
  • Leaves Diseases Detection of Tomato Using Image Processing 
    Mim, Tahmina Tashrif; Sheikh, Md. Helal; Shampa, Roksana Akter; Reza, Md. Shamim; Islam, Md. Sanzidul (Proceedings of the 2019 8th International Conference on System Modeling and Advancement in Research Trends, SMART 2019, IEEE, 2020-06)
    Today's era is an era of Scientific Development. Where, technologies and new ways of solving real-life problems are being invented every day. With the increasing population of the world, basic need of food is increasing ...
  • MediNET: 
    Bhuiyan, Md. Rafiuzzaman; Oaphy, Md. Abdullahil-; Khanam, Rifa Shanzida; Islam, Md. Sanzidul (Scopus, 2021)
    Medicine is the only thing by which we use where we feel bad condition of our body’s physical and mental illness. Most of medicines are made of specific plants from our nature. These plants are also known as a medicinal ...
  • Predicting the Appropriate Category of Bangla and English Books for Online Book Store Using Deep Learning 
    Islam, Md. Majedul; Khushbu, Sharun Akter; Islam, Md. Sanzidul (Scopus, 2021)
    At the era of this technology, we are seeking every stuff online first. Book was the best friend to us, still, it is. But this changed the way and medium by which we are being engaged with the book. Nowadays bookselling ...
  • A Proficient Deep Learning Approach to Classify the Usual Military Signs by CNN with Own Dataset 
    Hossain, Md. Ekram; Musa, Md.; Nisat, Nahid Kawsar; Thusar, Ashraful Hossen; Hossain, Zaman; Islam, Md. Sanzidul (Springer, 2020-11-28)
    Everyday, around the world crimes, like kidnapping or forced to do something to enemy’s command, are happening. General people are being the main victim in most cases. Hostage people are usually rescued by military or ...
  • A Proficient Deep Learning Approach to Classify the Usual Military Signs by CNN with Own Dataset 
    Hossain, Md. Ekram; Musa, Md.; Nisat, Nahid Kawsar; Thusar, Ashraful Hossen; Hossain, Zaman; Islam, Md. Sanzidul (Scopus, 2021)
    Every day, around the world crimes, like kidnapping or forced to do something to enemy’s command, are happening. General people are being the main victim in most cases. Hostage people are usually rescued by military or ...
  • A Proficient Model to Classify Bangladeshi Bank Notes for Automatic Vending Machine Using a Tiny Dataset with One-Shot Learning Siamese Networks 
    Hossain, Md. Ekram; Islam, Arni; Islam, Md. Sanzidul (IEEE, 2020)
    Automatic vending machine is a necessity at this technological era. It's a step to go toward the vendor-less shop management, which supports the commandment of the 4th Industrial Revolution. But image recognition system ...
  • A Review on Automatic Speech Emotion Recognition with an Experiment Using Multilayer Perceptron Classifier 
    Sardar, Abdullah Al Mamun; Islam, Md. Sanzidul; Bhuiyan, Touhid (Springer, 2020-11-28)
    Human–machine interaction is becoming popular day by day; to interact with machine, speech emotion recognition is as important as human to human interaction. In this research, we demonstrate a speech emotion recognition ...
  • A Review on Automatic Speech Emotion Recognition with an Experiment Using Multilayer Perceptron Classifier 
    Sardar, Abdullah Al Mamun; Islam, Md. Sanzidul; Bhuiyan, Touhid (Springer, 2020-11-28)
    Human–machine interaction is becoming popular day by day; to interact with machine, speech emotion recognition is as important as human to human interaction. In this research, we demonstrate a speech emotion recognition ...
  • A Review on Automatic Speech Emotion Recognition with an Experiment Using Multilayer Perceptron Classifier 
    Sardar, Abdullah Al Mamun; Islam, Md. Sanzidul; Bhuiyan, Touhid (Scopus, 2021)
    https://link.springer.com/chapter/10.1007/978-981-15-7394-1_36Human–machine interaction is becoming popular day by day; to interact with machine, speech emotion recognition is as important as human to human interaction. ...
  • A Robust Deep Learning Segmentation and Identification Approach of Different Bangladeshi Plant Seeds Using CNN 
    Keya, Mumenunnessa; Majumdar, Bhaskar; Islam, Md. Sanzidul (IEEE, 2020-07)
    The purpose of this research is to identify the image of the seed. Different types of seeds are leveled into different classes through seed classification process. The demonstration was applied on more than 1000 seed images. ...

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