[HTML][HTML] Machine learning for industry 4.0: A systematic review using deep learning-based topic modelling

D Mazzei, R Ramjattan - Sensors, 2022 - mdpi.com
Machine learning (ML) has a well-established reputation for successfully enabling
automation through its scalable predictive power. Industry 4.0 encapsulates a new stage of …

[HTML][HTML] A comprehensive survey on knowledge-defined networking

PADSN Wijesekara, S Gunawardena - Telecom, 2023 - mdpi.com
Traditional networking is hardware-based, having the control plane coupled with the data
plane. Software-Defined Networking (SDN), which has a logically centralized control plane …

[HTML][HTML] Data-driven insights through industrial retrofitting: An anonymized dataset with machine learning use cases

D Atzeni, R Ramjattan, R Figliè, G Baldi, D Mazzei - Sensors, 2023 - mdpi.com
Small and medium-sized enterprises (SMEs) often encounter practical challenges and
limitations when extracting valuable insights from the data of retrofitted or brownfield …

[HTML][HTML] Packet loss characterization using cross layer information and hmm for wi-fi networks

CAG da Silva, CM Pedroso - Sensors, 2022 - mdpi.com
Packet loss is a major problem for wireless networks and has significant effects on the
perceived quality of many internet services. Packet loss models are used to understand the …

Wireless Technology Security and Privacy: A Comprehensive Study

H Azam, M Tan, LT Pin, MA Syahmi, ALW Qian… - 2023 - preprints.org
Since the advent of the Internet, there has been a significant shift from wired to wireless
communication between devices. The volume of data transmitted has surged, primarily …

[HTML][HTML] Classification of reflective writing: A comparative analysis with shallow machine learning and pre-trained language models

C Zhang, F Hofmann, L Plößl… - Education and Information …, 2024 - Springer
Reflective practice holds critical importance, for example, in higher education and teacher
education, yet promoting students' reflective skills has been a persistent challenge. The …

Unraveling the landscape of large language models: a systematic review and future perspectives

Q Ding, D Ding, Y Wang, C Guan… - Journal of Electronic …, 2023 - emerald.com
Purpose The rapid rise of large language models (LLMs) has propelled them to the forefront
of applications in natural language processing (NLP). This paper aims to present a …

[HTML][HTML] Generative AI: A systematic review using topic modelling techniques

P Gupta, B Ding, C Guan, D Ding - Data and Information Management, 2024 - Elsevier
Generative artificial intelligence (GAI) is a rapidly growing field with a wide range of
applications. In this paper, a thorough examination of the research landscape in GAI is …

Neuro-WiFi: A novel neuronal connection underlies the potential interventional target

F Wang - Science Insights, 2023 - bonoi.org
Neuro-WiFi, as a non-physical connection-related neural network that efficiently links
various regions of the brain, facilitates swift transfer of information and fostering …

[HTML][HTML] A Comparison of Machine Learning Algorithms for Wi-Fi Sensing Using CSI Data

M Ali, P Hendriks, N Popping, S Levi, A Naveed - Electronics, 2023 - mdpi.com
In today's digital era, our lives are deeply intertwined with advancements in digital
electronics and Radio Frequency (RF) communications. From cell phones to laptops, and …