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[HTML][HTML] Notions of explainability and evaluation approaches for explainable artificial intelligence
Abstract Explainable Artificial Intelligence (XAI) has experienced a significant growth over
the last few years. This is due to the widespread application of machine learning, particularly …
the last few years. This is due to the widespread application of machine learning, particularly …
Explainable artificial intelligence: a systematic review
Explainable Artificial Intelligence (XAI) has experienced a significant growth over the last few
years. This is due to the widespread application of machine learning, particularly deep …
years. This is due to the widespread application of machine learning, particularly deep …
Coordinating Human and Machine Learning for Effective Organizational Learning.
With the rise of machine learning (ML), humans are no longer the only ones capable of
learning and contributing to an organization's stock of knowledge. We study how …
learning and contributing to an organization's stock of knowledge. We study how …
Artificial intelligence in business-to-business marketing: a bibliometric analysis of current research status, development and future directions
Purpose Although the value of artificial intelligence (AI) has been acknowledged by
companies, the literature shows challenges concerning AI-enabled business-to-business …
companies, the literature shows challenges concerning AI-enabled business-to-business …
On the current state of combining human and artificial intelligence for strategic organizational decision making
Strategic organizational decision making in today's complex world is a dynamic process
characterized by uncertainty. Therefore, diverse groups of responsible employees deal with …
characterized by uncertainty. Therefore, diverse groups of responsible employees deal with …
Perturbation-based explanations of prediction models
Current research into algorithmic explanation methods for predictive models can be divided
into two main approaches: gradient-based approaches limited to neural networks and more …
into two main approaches: gradient-based approaches limited to neural networks and more …
Adaptations of data mining methodologies: A systematic literature review
The use of end-to-end data mining methodologies such as CRISP-DM, KDD process, and
SEMMA has grown substantially over the past decade. However, little is known as to how …
SEMMA has grown substantially over the past decade. However, little is known as to how …
[HTML][HTML] Collaboration with machines in B2B marketing: Overcoming managers' aversion to AI-CRM with explainability
This paper links negative emotions to AI and examines their influence on aversion to
collaborating with AI in customer relationship management. It aims to understand working …
collaborating with AI in customer relationship management. It aims to understand working …
Revitalizing double‐loop learning in organizational contexts: A systematic review and research agenda
MV Auqui‐Caceres, A Furlan - European Management Review, 2023 - Wiley Online Library
Argyris & Schön's notion of two types of learning, single‐loop (SLL) and double‐loop
learning (DLL), is arguably one of the most popularized categorizations of organizational …
learning (DLL), is arguably one of the most popularized categorizations of organizational …
[PDF][PDF] Organizational learning in the rise of machine learning
R Afiouni - 2019 - core.ac.uk
Organizational learning (OL) is associated with experience and knowledge in an
organization. Information Technology (IT) enables the creation, dissemination, and use of …
organization. Information Technology (IT) enables the creation, dissemination, and use of …