Adapted techniques of explainable artificial intelligence for explaining genetic algorithms on the example of job scheduling

YC Wang, T Chen - Expert Systems with Applications, 2023 - Elsevier
Many evolutionary artificial intelligence (AI) technologies have been applied to assist with
job scheduling in manufacturing. One of the main approaches is genetic algorithms (GAs) …

Topic research in fuzzy domain: Based on LDA topic modelling

D Yu, A Fang, Z Xu - Information Sciences, 2023 - Elsevier
Over the past few decades, the field of fuzzy research has experienced rapid growth.
However, there remains a dearth of a comprehensive overview and summary of fuzzy …

Patterns in the growth and thematic evolution of Artificial Intelligence research: a study using Bradford distribution of productivity and Path Analysis

S Gupta, A Kanaujia, HH Lathabai… - … Journal of Intelligent …, 2024 - Wiley Online Library
Artificial intelligence (AI) has emerged as a transformative technology with applications
across multiple domains. The corpus of work related to the field of AI has grown significantly …

[HTML][HTML] Unifying context with labeled property graph: A pipeline-based system for comprehensive text representation in NLP

A Hur, N Janjua, M Ahmed - Expert Systems With Applications, 2024 - Elsevier
Extracting valuable insights from vast amounts of unstructured digital text presents
significant challenges across diverse domains. This research addresses this challenge by …

Application of text mining and coupling theory to depth cognition of aviation safety risk

M Xiong, H Wang, C Che, M Sun - Reliability Engineering & System Safety, 2024 - Elsevier
Aviation accidents have attracted a lot of attention due to the fatalities and considerable
property loss. The complexity underlying these accidents is often the result of multiple risk …

The public attitude towards ChatGPT on reddit: A study based on unsupervised learning from sentiment analysis and topic modeling

Z Xu, Q Fang, Y Huang, M Xie - Plos one, 2024 - journals.plos.org
ChatGPT has demonstrated impressive abilities and impacted various aspects of human
society since its creation, gaining widespread attention from different social spheres. This …

Developing a supervised learning model for anticipating potential technology convergence between technology topics

W Seo, M Afifuddin - Technological Forecasting and Social Change, 2024 - Elsevier
Recognized as essential for firms, a systematic methodology for identifying potential
technology convergence opportunities has been the focus of many studies attempting to …

Active learning inspired method in generative models

G Lan, S Xiao, J Yang, J Wen, W Lu, X Gao - Expert Systems with …, 2024 - Elsevier
In the decade, researchers have proposed many remarkable algorithms in structural design,
training modes, etc., in the field of Generative AI. However, with the explosive growth of …

Unveiling the intrinsic interactions of science and technology in the fuzzy domain: A visual and quantitative analysis

D Yu, Y Liu, Z Xu - Expert Systems with Applications, 2024 - Elsevier
The progression of the fuzzy domain is propelled synergistically by the evolution of science
via academic papers and the advancement of technology through technical patents …

[HTML][HTML] Investigating the optimal number of topics by advanced text-mining techniques: Sustainable energy research

A Farea, S Tripathi, G Glazko… - Engineering Applications of …, 2024 - Elsevier
In recent years, there has been a growing interest in analyzing text data from different
scientific fields. The significant advancement of Artificial Intelligence in Natural Language …