A review of recent deep learning approaches in human-centered machine learning

T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …

Machine learning and non-machine learning methods in mathematical recognition systems: Two decades' systematic literature review

Sakshi, V Kukreja - Multimedia Tools and Applications, 2024 - Springer
Tools based on machine learning (ML) have seen widespread application in the prediction
and categorization of mathematical symbols and phrases. The purpose of this work is to …

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 …

Online handwritten mathematical expression recognition and applications: A survey

D Zhelezniakov, V Zaytsev, O Radyvonenko - IEEE Access, 2021 - ieeexplore.ieee.org
Handwritten mathematical expressions are an essential part of many domains, including
education, engineering, and science. The pervasive availability of computationally powerful …

MathAssist: A Handwritten Mathematical Expression Autocomplete Technique

W Kang, J Huang, Q Tong, Q Fu, F Tian… - Proceedings of the 29th …, 2024 - dl.acm.org
Writing and editing mathematical expressions with complicated structures in computer
system is difficult and time-consuming. To address this, we proposed MathAssist, a …

Methods for lines and matrices segmentation in RNN-based online handwriting mathematical expression recognition systems

O Yakovchuk, A Cherneha… - 2020 IEEE Third …, 2020 - ieeexplore.ieee.org
Modern applications for handwritten mathematical expressions recognition are not limited to
single expression input and rather provide the possibility to input several expressions at …

MathTOUCH Editor: Rich-text Editor for Math E-learning Using an Intelligent Math Input Interface

S Shirai, T Nakahara, T Fukui - Journal of Information Processing, 2023 - jstage.jst.go.jp
In this study, we presented MathTOUCH, a rich-text editor, to create mathematical
documents. In mathematics e-learning with learning management systems, existing math …

A Study on the Usability of Handwriting Assistant for Smartphone's Lock Screen

V Zaytsev, D Zhelezniakov, A Cherneha… - … Conference on Human …, 2023 - Springer
Advances in the development of devices with handwritten input, and the emergence of deep
learning have led to the rapid development of handwriting recognition applications, but the …

人在回路的在线手写数学公式识别方法

康文惠, 黄进, 田丰, 范向民, 刘杰, 戴国忠 - 计算机辅助设计与图形学学报, 2021 - jcad.cn
在线手写数学公式识别面临书写字符的不确定性, 数学公式结构的复杂性,
以及公式书写风格因人而异等问题, 特别是在公式书写中出现偶然性错误和包含复杂结构的情况 …

Smartphone and STEM

A Drivet - Using STEM-Focused Teacher Preparation Programs …, 2024 - igi-global.com
Covid-19 has also had a significant impact on schools, the use of distance learning has
raised questions already present, in particular with respect to the meaning of tools and …