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IL RUOLO DEGLI OGGETTI E DELLE PRATICHE DI CONSUMO NEL KINKEEPING

Comparative clinical evaluation of "memory-efficient" synthetic 3d generative adversarial networks (gan) head-to-head to state of art: results on computed tomography of the chest

Generative Adversarial Networks (GANs) are increasingly used to generate synthetic medical images, addressing the critical shortage of annotated data for training Artificial Intelligence systems. This study introduces CRF-GAN, a novel memory-efficient GAN architecture that enhances structural consistency in 3D medical image synthesis. Integrating Conditional Random Fields within a two-step generation process allows CRF-GAN improving spatial coherence while maintaining high-resolution image qu...

Editorial: Computer vision and AI in real-world applications: robustness, generalization, and engineering

Fuzzy formal concept analysis to detect DMO’s strategic patterns towards sustainability

Destination Management Organisations (DMOs) are driving the sustainability transformation at territorial level. The novel adoption of Fuzzy Formal Concept Analysis to analyse a census survey (n = 109) of Italian DMOs highlights the potential of FFCA to uncover nuanced patterns of sustainability implementation that remain hidden using more conventional methods: the co-existence of operational tourism flows management and strategic efforts aimed at advancing sustainability. This represents not ...

Understanding-by-Building Coexistence: Maturana and the Constructivist Roots of Human–Robot Coevolution

I take Humberto Matura- na’s reflections on robotics, as expressed in his interview with Ignacio Muñoz-Cris- ti, as a starting point to explore their rel- evance for contemporary social robotics. I suggest that Maturana’s relational con- ception of sociality offers a framework for understanding why social robots are becoming part of human coexistence, and outline a constructivist approach to sustaining relational life.