XAI meets mobile traffic classification: Understanding and improving multimodal deep learning architectures

A Nascita, A Montieri, G Aceto… - … on Network and …, 2021 - ieeexplore.ieee.org
The increasing diffusion of mobile devices has dramatically changed the network traffic
landscape, with Traffic Classification (TC) surging into a fundamental role while facing new …

Interpreting AI for networking: Where we are and where we are going

T Zhang, H Qiu, M Mellia, Y Li, H Li… - IEEE Communications …, 2022 - ieeexplore.ieee.org
In recent years, artificial intelligence (AI) techniques have been increasingly adopted to
tackle networking problems. Although AI algorithms can deliver high-quality solutions, most …

AI micro-decisions in FinTechs: a mixed method research design

H Issa, R Jabbouri, RA Mehanna - Management Decision, 2023 - emerald.com
Purpose The exponential growth of artificial intelligence (AI) technologies, coupled with
advanced algorithms and increased computational capacity, has facilitated their widespread …

Explainable online health information truthfulness in Consumer Health Search

R Upadhyay, P Knoth, G Pasi, M Viviani - Frontiers in Artificial …, 2023 - frontiersin.org
Introduction People are today increasingly relying on health information they find online to
make decisions that may impact both their physical and mental wellbeing. Therefore, there is …

Explainability of Artificial Intelligence Systems: A Survey

M Hossain, S Das, B Krishnamurthy… - 2023 International …, 2023 - ieeexplore.ieee.org
Complex machine learning (ML) algorithms consistently outperform traditional ML models,
yielding significantly improved results. Furthermore, these complex system uses large …

Enabling technologies and applications of 5G/6G-Powered Intelligent Connectivity

TP Fowdur, L Babooram, M Indoonundon… - Driving 5G Mobile …, 2023 - taylorfrancis.com
The combination of 5G with emerging technologies such as artificial intelligence (AI), the
Internet of things (IoT), cloud computing, and blockchain is being referred to as intelligent …

AI-driven Orchestration for 6G Networking: the Hexa-X vision

J Péerez-Valero, A Virdis, AG Sánchez… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Mobile networks are adopting disaggregation and modularisation to support flexibility.
However, large modular networks with a wide range of heterogeneous components have …

Using counterfactuals to proactively solve service level agreement violations in 5G networks

A Terra, R Inam, P Batista… - 2022 IEEE 20th …, 2022 - ieeexplore.ieee.org
A main challenge of using 5G network slices is to meet all the quality of service requirements
of the slices (which are agreed with the customer in a service level agreement (SLA)) …

[HTML][HTML] Generative AI: Productive Paths Forward

D Card, AH Duin - Intercom, 2023 - stc.org
Technical communicators have long held the assumption that “technology is a system of
relations with fellow humans”(Barker, 2019). We are user advocates, well accustomed to …

Mapping the Barriers to AI Implementation in Swedish Healthcare Key Barriers: Competencies, Data Accessibility, and Demonstrating Value of AI Products

H Albuschus Svanvik, F Landin, EA Madsstuen… - 2023 - odr.chalmers.se
Artificial Intelligence (AI) has shown the potential to improve the quality of care for patients.
However, barriers are preventing its adoption, and despite its potential, the integration of AI …