[HTML][HTML] Concept drift adaptation techniques in distributed environment for real-world data streams

H Mehmood, P Kostakos, M Cortes… - Smart Cities, 2021 - mdpi.com
Real-world data streams pose a unique challenge to the implementation of machine
learning (ML) models and data analysis. A notable problem that has been introduced by the …

[HTML][HTML] A novel Edge architecture and solution for detecting concept drift in smart environments

H Mehmood, A Khalid, P Kostakos, E Gilman… - Future Generation …, 2024 - Elsevier
The proliferation of the Internet of Things (IoT), artificial intelligence (AI), the adoption of 5G,
and progress towards 6G technology have led to the accumulation of massive amounts of …

[HTML][HTML] Enabling real time big data solutions for manufacturing at scale

A Cakir, Ö Akın, HF Deniz, A Yılmaz - journal of Big Data, 2022 - Springer
Today we create and collect more data than we have in the past. All this data comes from
different sources, including social media platforms, our phones and computers, healthcare …

A systematic review of challenges, tools, and myths of big data ingestion

M Irfan, JP George - Data Science and Security: Proceedings of IDSCS …, 2022 - Springer
Each sector of the digital world generates enormous data as human life continues to
transform. Areas like data analytics, data science, knowledge discovery in databases (KDD) …

Data architecture and big data analytics in smart cities

M Raif, A Chehri, R Saadane - Procedia Computer Science, 2022 - Elsevier
The smart city has become a persistent need and is no longer just a concept. The concept of
smart cities heavily relies on collecting enormous amounts of data. This paper proposes a …

A mapping study on privacy attacks in big data and iot

R Islam, MS Hossen, D Shin - 2022 13th International …, 2022 - ieeexplore.ieee.org
Application domains like big data and IoT require a lot of user data collected and analyzed
to extract useful information, and those data might include user's sensitive and personal …

[HTML][HTML] A data processing and distribution system based on apache NiFi

K Wnęk, P Boryło - Photonics, 2023 - mdpi.com
The monitoring of physical and logical networks is essential for the high availability of 5G/6G
networks. This could become a challenge in 5G/6G deployments due to the heterogeneity of …

[PDF][PDF] The I-nergy reference architecture for the provision of next generation energy services through artificial intelligence

E Karakolis, S Pelekis, S Mouzakitis… - … ON E-SOCIETY 2023 …, 2023 - esociety-conf.org
Recently the energy sector undergoes a rapid transformation that revolves around
digitalization, decentralization and democratization. This is because global energy crisis …

Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach

S Shaikh, SY Yayilgan, E Zoto… - Proceedings of the …, 2022 - eludamos.org
Abstract Smart Border Control (SBC) technologies became a hot topic in recent years when
the European Union (EU) Commission announced the Smart Borders Package to improve …

Towards Collective Sentiment Analysis in IoT-Enabled Scenarios

C Savaglio, R Casadei, P Manzoni… - … Computing in Smart …, 2023 - ieeexplore.ieee.org
An interesting and innovative activity in Collective Intelligence systems is Sentiment Analysis
(SA) which, starting from users' feedback, aims to identify their opinion about a specific …