Considerations for a more ethical approach to data in AI: On data representation and infrastructure

A Baird, B Schuller - Frontiers in big Data, 2020 - frontiersin.org
Data shapes the development of Artificial Intelligence (AI) as we currently know it, and for
many years centralized networking infrastructures have dominated both the sourcing and …

Explainable Artificial Intelligence (XAI): connecting artificial decision-making and human trust in autonomous vehicles

AVS Madhav, AK Tyagi - Proceedings of Third International Conference on …, 2022 - Springer
Automated navigation technology has established itself as an integral facet of intelligent
transportation and smart city systems. Several international technological organizations …

Link prediction using graph neural networks for master data management

B Ganesan, S Parkala, NR Singh, S Bhatia… - arxiv preprint arxiv …, 2020 - arxiv.org
Learning graph representations of n-ary relational data has a number of real world
applications like anti-money laundering, fraud detection, and customer due diligence …

A survey on uncertainty toolkits for deep learning

M Pintz, J Sicking, M Poretschkin, M Akila - arxiv preprint arxiv …, 2022 - arxiv.org
The success of deep learning (DL) fostered the creation of unifying frameworks such as
tensorflow or pytorch as much as it was driven by their creation in return. Having common …

AI Explainability 360 toolkit for time-series and industrial use cases

G Ganapavarapu, S Mukherjee, N Martinez Gil… - Proceedings of the 29th …, 2023 - dl.acm.org
With the growing adoption of AI, trust and explainability have become critical which has
attracted a lot of research attention over the past decade and has led to the development of …

Explainable link prediction for privacy-preserving contact tracing

B Ganesan, H Patel, S Mehta - arxiv preprint arxiv:2012.05516, 2020 - arxiv.org
Contact Tracing has been used to identify people who were in close proximity to those
infected with SARS-Cov2 coronavirus. A number of digital contract tracing applications have …

13 Privacy and Trust in HCI

BP Knijnenburg - Human-Computer Interaction: Foundations and …, 2024 - books.google.com
As computer systems increasingly permeate our daily lives and–both directly and indirectly–
affect all aspects of our well-being, studying our trust in these systems becomes crucial to …

Privacy and Trust in HCI

BP Knijnenburg, NJ McNeese - Foundations and Fundamentals in … - taylorfrancis.com
This chapter presents a high-level overview of HCI-relevant research on privacy and trust.
While this chapter mostly presents timeless aspects of privacy and trust, it aims to offer a …

[PDF][PDF] Explainable Navigational Intelligence (XNI): Connecting Artificial Decision Making and Human Trust in Autonomous Vehicles

SM AV, AK Tyagi - ak-tyagi.com
Automated Navigation Technology has established itself as an integral facet of Intelligent
Transportation and Smart City Systems. Several international technological organizations …

[PDF][PDF] Ethical assessment of AI systems in healthcare: A use case

F Laufenberg - 2021 - z-inspection.org
The development of artificial intelligence (AI) systems and their use in a wide variety of areas
is increasing and is the focus of various current discussions. In this context, ethical aspects …