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Chapter and Conference Paper
Auto Organizer: A Machine Learning-Based Tool for Automatic Organization of Files
In this digitalization era where technologies are growing up day by day to provide easy and user-friendly solutions for various problems. In this way, we often download a bunch of files over the network or cre...
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Chapter and Conference Paper
Early Detection of Pathological Myopia in Fundus Images Using Deep Learning
High myopia or Pathological Myopia (PM) is a common cause of blindness worldwide, with a high prevalence in Asia. Pathological Myopia (PM) is a severe form of myopia that is accompanied by retinal degeneration...
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Chapter and Conference Paper
Fish Species Classification Using Convolutional Neural Networks
Human curiosity has recently stretched beyond the ground to include the sky and the water. Automated fish categorization is becoming more popular as a way to accurately identify fish species and traits in a st...
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Chapter and Conference Paper
Identifying Mood in Music Using Deep Learning
Numerous types of music genre exist worldwide. Each genre contains several pitches of a song. It can be exhausting to extract pitches from a song manually. The paper discusses identification of mood in a song ...
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Chapter and Conference Paper
PDF Classification Using Logistic Regression and Latent Dirichlet Allocation
Over the past few years, the classification of documents has been a challenging task. For document classification, no effective method or structured process has been developed so far to assign suitable labels ...
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Chapter and Conference Paper
Vocalist Identification in Audio Songs Using Convolutional Neural Network
are millions of songs in the world. Manually, it is a cumbersome task to classify songs according to the vocalist. On the other hand, search algorithms can efficiently recognize a song but these algorithm...
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Chapter and Conference Paper
Survey of Blockchain Applications in Database Security
Blockchain is an of distributed computing which provides decentralized solutions for systems that in a centrally governed manner. It provides services such as smart contracts to establish consensus, immuta...
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Chapter and Conference Paper
Classification of Documents Using Bidirectional Long Short-Term Memory Recurrent Neural Network
Documents are one of the most important files that have been used in computer systems. A deep learning model for document classification using Bidirectional Long Short-Term Memory (LSTM) based recurrent neur...
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Chapter and Conference Paper
Handling SQL Injection Attack Using Progressive Neural Network
Training in machine learning can solve complex problems like catastrophic forgetting. Catastrophic forgetting in machine learning is forgetting the previously known data while training a new model. In this pap...
