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AI: the future of humanity
Springer Science and Business Media LLC - - 2024
Artificial intelligence (AI) is reshaping humanity's future, and this manuscript
provides a comprehensive exploration of its implications, applications,
challenges, and opportunities. The revolutionary potential of AI is investigated
across numerous sectors, with a focus on addressing global concerns. The
influence of AI on areas such as healthcare, transportation, banking, and
education is reveal...
Artificial intelligence in human factors and ergonomics: an overview of the current state of research
Springer Science and Business Media LLC - Tập 1 Số 1 - Trang 1-10 - 2021
The development of artificial intelligence (AI) technologies continues to
advance. To fully exploit the potential, it is important to deal with the topics
of human factors and ergonomics, so that a smooth implementation of AI
applications can be realized. In order to map the current state of research in
this area, three systematic literature reviews with different focuses were
conducted. The seven...
Self-healing hybrid intrusion detection system: an ensemble machine learning approach
Springer Science and Business Media LLC - Tập 4 Số 1
AbstractThe increasing complexity and adversity of cyber-attacks have prompted
discussions in the cyber scenario for a prognosticate approach, rather than a
reactionary one. In this paper, a signature-based intrusion detection system has
been built based on C5 classifiers, to classify packets into normal and attack
categories. Next, an anomaly-based intrusion detection was built based on the
LSTM ...
Tacit knowledge elicitation process for industry 4.0
Springer Science and Business Media LLC - Tập 2 - Trang 1-15 - 2022
Manufacturers migrate their processes to Industry 4.0, which includes new
technologies for improving productivity and efficiency of operations. One of the
issues is capturing, recreating, and documenting the tacit knowledge of the
aging workers. However, there are no systematic procedures to incorporate this
knowledge into Enterprise Resource Planning systems and maintain a competitive
advantage. ...
NLP techniques for automating responses to customer queries: a systematic review
Springer Science and Business Media LLC - Tập 3 - Trang 1-19 - 2023
The demand for automated customer support approaches in customer-centric
environments has increased significantly in the past few years. Natural Language
Processing (NLP) advancement has enabled conversational AI to comprehend human
language and respond to enquiries from customers automatically independent of
the intervention of humans. Customers can now access prompt responses from NLP
chatbots w...
Data mining of scientific research on artificial intelligence in teaching and administration in higher education institutions: a bibliometrics analysis and recommendation for future research
Springer Science and Business Media LLC -
AbstractTeaching and learning as well as administrative processes are still
experiencing intensive changes with the rise of artificial intelligence (AI)
technologies and its diverse application opportunities in the context of higher
education. Therewith, the scientific interest in the topic in general, but also
specific focal points rose as well. However, there is no structured overview on
AI in t...
Assessing GPT-4’s role as a co-collaborator in scientific research: a case study analyzing Einstein’s special theory of relativity
Springer Science and Business Media LLC - Tập 3 - Trang 1-13 - 2023
This paper investigates GPT-4’s role as a research partner, particularly its
ability to scrutinize complex theories like Einstein’s Special Relativity Theory
(SRT). GPT-4’s advanced capabilities prove invaluable in complex research
scenarios where human expertise might be limited. Despite initial biases, an
inclination to uphold Einstein’s theory, and certain mathematical limitations,
GPT-4 valida...
A comprehensive literature review of the applications of AI techniques through the lifecycle of industrial equipment
Springer Science and Business Media LLC - Tập 3 - Trang 1-78 - 2023
Driven by the ongoing migration towards Industry 4.0, the increasing adoption of
artificial intelligence (AI) has empowered smart manufacturing and digital
transformation. AI enhances the migration towards industry 4.0 through AI-based
decision-making by analyzing real-time data to optimize different processes such
as production planning, predictive maintenance, quality control etc., thus
guarante...
Clustering graph data: the roadmap to spectral techniques
Springer Science and Business Media LLC - Tập 4 - Trang 1-22 - 2024
Graph data models enable efficient storage, visualization, and analysis of
highly interlinked data, by providing the benefits of horizontal scalability and
high query performance. Clustering techniques, such as K-means, hierarchical
clustering, are highly beneficial tools in data mining and machine learning to
find meaningful similarities and differences between data points. Recent
developments in...
Investigation of metabolic pathways from gut microbiome analyses regarding type 2 diabetes mellitus using artificial neural networks
Springer Science and Business Media LLC - Tập 3 - Trang 1-9 - 2023
Type 2 diabetes mellitus is a prevalent disease that contributes to the
development of various health issues, including kidney failure and strokes. As a
result, it poses a significant challenge to the worldwide healthcare system.
Research into the gut microbiome has enabled the identification and description
of various diseases, with bacterial pathways playing a critical role in this
context. Thes...
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