Browsing Ph.D. Theses by Subject "Deep Learning"

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Automated Diagnosis of Cardiac Disorders from Electrocardiogram Signals using Deep Learning

Prabhakararao, Eedara (2023)

Cardiac disorders are the leading cause of human mortality worldwide. Most disorders progressively worsen over time; as a result, if left untreated can lead to severe complications such as heart attack and stroke. Therefore, ...
Deep Learning Models for Cardiac Abnormality Detection from ECG Signals: An Interpretability Perspective

Nankani, Deepankar (2022)

Cardiovascular diseases (CVD) accounted for 54 million deaths in India in 2016, and the number of patients has been rapidly rising, particularly within urban communities. Deep learning models (DLM) have been widely used ...
Digitizing Assessment of Creative Aptitude: A Human-Centred Design Approach

Chaudhuri, Nandita Bhanja (2022)

Assessing creative aptitude is an inherent criterion in entrance examination of Design education. The assessment process of creative aptitude in Design entrance examination starts from two major perspectives- 1) Identifying ...
Sentiment analysis of tweets on societal topics

Singh, Loitongbam Gyanendro (2021)

With the increasing popularity of Twitter, a surge in understanding public opinions on various social issues has been evident. One of the parameters often considered in such studies is understanding public sentiment toward ...
Spatial-Domain Image Steganalysis using Deep Learning Techniques

Singh, Brijesh (2021)

Steganography is an art of covert communication where a message is hidden in some natural-looking objects such that no one can even suspect the ongoing communication. On the other hand, steganalysis is science for detecting ...
Speech Emotion Recognition with Application to Mental Health: A Tensor Perspective

Pandey, Sandeep Kumar (2022)

Speech Emotion Recognition (SER) has been an active area of research ever since the need for smooth and natural Human-Computer Interaction (HCI) came into play. This thesis aims to develop an SER system based on an ...

Browsing Ph.D. Theses by Subject "Deep Learning"

Browsing Ph.D. Theses by Subject "Deep Learning"

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