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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 ...
Document Language Classification Using Deep Learning Approaches
(2021)
Optical character recognition (OCR) refers to the task of recognizing the characters or text from digital document images. OCR is a widely researched area for the past many years due to its applications in various fields. ...
Deep Learning based approach for Handwritten Gujarati Word Image Matching
(2021)
Information retrieval from scanned handwritten digital copies is a very challenging task especially in Indian scripts like Gujarati due to the presence of joint and conjuct characters as well as matras, cursive nature and ...
Combining Model Based Testing and Automated Analysis of Behavioural Models using GraphWalker and UPPAAL
(2021)
Software testing is continuously evolving and Model-based testing (MBT) is one such test automation strategy. MBT involves the generation of tests by executing a model created by studying the requirements of the System ...
Performance Assessment of Edge Traffic Distribution Routing Algorithm for Graphene Based Network-on-Chip
(2021)
Network-on-chip (NoC) has evolved as new paradigm for high-dense interconnect configurations in advanced integrated circuit designs. The increasing numbers of transistor cores with decrease in chip area is the leading ...
Adversarial Defense Using Partial Pseudorandom Encryption
(2021)
Machine Learning models like Deep neural networks are vulnerable to adversarial attacks. Carefully crafted adversarial examples force a learned classifier to misclassify the input which can be correctly classified by a ...
Temporal Consistent Video Manipulation : Facial Expression Transfer video to video
(2021)
Facial expression transfer is an important problem in computer vision community due to its applicability in human computer interaction, facial animation, etc. Most of the existing approaches mainly deal with images. However, ...
Analyzing Developer Sentiment throughout Development Process
(2021)
Emotions plays a major role in productivity, quality and job satisfaction. In this thesis, I have analyzed sentiments of developer on GitHub based on the comments of different open source projects and analyze their ...