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Towards a big data framework for analyzing social media content
Modern companies generate value by digitalizing their services and products. Knowing what
customers are saying about the firm through reviews in social media content constitutes a …
customers are saying about the firm through reviews in social media content constitutes a …
Financial networks, bank efficiency and risk-taking
Networks with a core–periphery topology are found in many financial systems across
different jurisdictions. Though the theoretical and structural aspects of core–periphery …
different jurisdictions. Though the theoretical and structural aspects of core–periphery …
Evaluating systemic risk using bank default probabilities in financial networks
In this paper, we propose a novel methodology to measure systemic risk in networks
composed of financial institutions. Our procedure combines the impact effects obtained from …
composed of financial institutions. Our procedure combines the impact effects obtained from …
Organizational Data Classification Based on the Importance Concept of Complex Networks
Data classification is a common task, which can be performed by both computers and
human beings. However, a fundamental difference between them can be observed …
human beings. However, a fundamental difference between them can be observed …
Towards a future reallocation of work between humans and machines–taxonomy of tasks and interaction types in the context of machine learning
F Traumer, S Oeste-Reiß, JM Leimeister - 2017 - papers.ssrn.com
In today's race for competitive advantages, more and more companies implement
innovations in artificial intelligence and machine learning (ML). Although these machines …
innovations in artificial intelligence and machine learning (ML). Although these machines …
From human wellbeing to an ecocentric perspective: How nature-connectedness can extend the benefits of marine wildlife experiences
Contact with nature and experiences with nonhuman animals have been shown to
contribute to nature connection and human wellbeing, both of which are innate needs …
contribute to nature connection and human wellbeing, both of which are innate needs …
Structure and dynamics of the global financial network
In this paper, we study the evolution of the network topology for the global financial market.
We evaluate the level of diversification and participation of developed and emerging …
We evaluate the level of diversification and participation of developed and emerging …
A survey of the analysis of complex systems based on complex network theory and deep learning
D Lu, S Yang - International Journal of Performability Engineering, 2022 - ijpe-online.com
From the perspective of complex network theory, complex systems can be characterized by
the interaction of microscopic units through nonlinear effects, yielding macroscopic …
the interaction of microscopic units through nonlinear effects, yielding macroscopic …
Musical rhythmic pattern extraction using relevance of communities in networks
The rhythmic background of a musical piece is usually composed of featured elements that
define the musical genre. For each song, such elements form rhythmic patterns, the most …
define the musical genre. For each song, such elements form rhythmic patterns, the most …
Pattern recognition on networks using bifurcated deterministic self-avoiding walks
Many studies have focused on understanding and exploring network behaviors and
classifying their nodes. On the other hand, few works have concentrated on classifying …
classifying their nodes. On the other hand, few works have concentrated on classifying …