research
∙
06/24/2023
Comparative Study of Predicting Stock Index Using Deep Learning Models
Time series forecasting has seen many methods attempted over the past fe...
share
research
∙
06/24/2023
Evaluating the Utility of GAN Generated Synthetic Tabular Data for Class Balancing and Low Resource Settings
The present study aimed to address the issue of imbalanced data in class...
research
∙
08/08/2022
Efficient Neural Net Approaches in Metal Casting Defect Detection
One of the most pressing challenges prevalent in the steel manufacturing...
research
∙
05/23/2022
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models
Deep Learning has revolutionized the fields of computer vision, natural ...
research
∙
05/22/2022
Classification of Quasars, Galaxies, and Stars in the Mapping of the Universe Multi-modal Deep Learning
In this paper, the fourth version the Sloan Digital Sky Survey (SDSS-4),...
research
∙
05/22/2022
Do Deep Learning Models and News Headlines Outperform Conventional Prediction Techniques on Forex Data?
Foreign Exchange (FOREX) is a decentralised global market for exchanging...
research
∙
05/15/2022
Topic Modelling on Consumer Financial Protection Bureau Data: An Approach Using BERT Based Embeddings
Customers' reviews and comments are important for businesses to understa...
research
∙
05/14/2022
Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks
The SDSS-IV dataset contains information about various astronomical bodi...
research
∙
05/14/2022
Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks
Facial landmark detection is a widely researched field of deep learning ...
research
∙
05/14/2022
Efficient Deep Learning Methods for Identification of Defective Casting Products
Quality inspection has become crucial in any large-scale manufacturing i...
research
∙
05/09/2022