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Improving the Quality of Data to be used for Text Classification task
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
Text Classification is one of the most basic tasks of Natural Language Processing (NLP) and efforts have been made to improve the performance of the task by making changes to the classifier model. For any NLP problem, the ...
Orthogonal Features-based EEG Signal Denoising using Fractionally Compressed Architecture
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
Deep neural networks have gained a lot of prominence over the past years by achieving great results in most of the prediction tasks. This paved way for convolutional neural networks for solving problems in the field of ...
Use of GitHub in Computer Science Education
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
GitHub is a very popular cloud hosting service based on Git version control system (VCS). GitHub provides additional features to Git VCS like task management and bug tracking. GitHub has gained too much popularity in the ...
Image Captioning Using Visual And Semantic Attention Mechanism
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
Image captioning is a method of generating captions/descriptions for the image. Image captioning have many applications in various fields like image indexing for content based image retrieval, Self-driving car, for visually ...
Credit Card Fraud Detection Using MachineLearning Algorithms
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
Credit Card payment facilitating people to pay for goods and service quickly. The credit payment is gaining popularity day by day because of its benefits. With the popularity of credit card payment, crime related to credit ...
Algorithmic Trading using Machine Learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
This works aims to understand the different factors which influence the stock market and further use those factors to forecast its future values. The Nifty50 and NiftyBANK under National Stock Exchange India(NSE India) are ...
Query Processing in Different Domains
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
In this modern era, digital content is exploding in every domain. Biomedical domain is also no exception.In this modern era, digital content is exploding in every domain. Biomedical domain is also no exception. Finding ...
Compounding-aware Word Embedding for Improved Semantic Representation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
Existing word embedding approaches may not adequately capture the inherent complexities of a language, e.g. the word compounding phenomenon. While a class of data-driven approaches has been shown to be effective in embedding ...
3D object Classification
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
This thesis deals with the task of classifying 3D Objects. Nowadays, 3D object classification is used in robotics, self-driven cars, etc. To organize any object, we need local and global representation. As humans, we ...
Design of spoof speech detection system : teager energy-based approach
(Dhirubhai Ambani Institute of Information and Communication Technology, 2021)
Automatic Speaker Verification (ASV) systems are vulnerable to various spoofing attacks, namely, Speech Synthesis (SS), Voice Conversion (VC), Replay, and Impersonation. The study of spoofing countermeasures has become ...