A dive in white and grey shades of ML and non-ML literature: a multivocal analysis of mathematical expressions

Sakshi, V Kukreja - Artificial Intelligence Review, 2023 - Springer
With the advent and advancement of machine learning and deep learning techniques,
machine-based recognition systems for mathematical text have captivated the attention of …

An ensemble novel architecture for Bangla Mathematical Entity Recognition (MER) using transformer based learning

TT Aurpa, MS Ahmed - Heliyon, 2024 - cell.com
Mathematical entity recognition is indispensable for machines to accurately explain and
depict mathematical content and to enable adequate mathematical operations and …

Abstraction and decision fusion architecture for resource-aware image understanding with application on handwriting character classification

MK Fallah, M Najafi, S Gorgin, JA Lee - Applied Soft Computing, 2024 - Elsevier
Resource-aware image understanding aims to achieve a soft equilibrium by effectively
managing the constraints imposed by computational resources while improving the …

Judging Stock Trends According to the Sentiments of Stock Comments in Expert Forums

Z Chang, Z Zhang - Electronics, 2023 - mdpi.com
Machine learning has been proven to be very effective and it can help to boost the
performance of stock price predictions. However, most researchers mainly focus on the …

Applying Deep Learning in Mars Exploration: A neural network-based study to classify Martian terrain features

S Lodhi, S Sakshi, V Kukreja… - 2022 10th International …, 2022 - ieeexplore.ieee.org
The red planet has persisted in being the top destination for space exploration and has also
fascinated researchers to experiment with frequently launched its dataset of images. NASA …

Railway Track Defect Detection using Transfer Learning With EfficientNetB3

S Lodhi, V Kukreja - … on Data Analytics for Business and …, 2022 - ieeexplore.ieee.org
Regular railway track inspection is critical for ensuring safe and dependable train
operations. Deformations, sediment issues, rail discontinuity, loose nuts and bolts, burnt …

Handwritten Mathematical Symbol Recognition using Neural Network Architectures

K Padmanandam, A Yadav… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Mathematical symbol recognition is a topic of attention that convert physical documents into
digital format. Despite the existing techniques to recognize handwritten characters and …