Archivio istituzionale della Ricerca - Bocconi
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Artificial intelligence for risk analysis and the risks of artificial intelligence: Part 1
No full textEditorial for the Special issue Artificial Intelligence for Risk Analysis and the Risks of Artificial Intelligenc
Domain generalization using action sequences for egocentric action recognition
No full textRecognizing human activities from visual inputs, particularly through a first-person viewpoint, is essential for enabling robots to replicate human behavior. Egocentric vision, characterized by cameras worn by observers, captures diverse changes in illumination, viewpoint, and environment. This variability leads to a notable drop in the performance of Egocentric Action Recognition models when tested in environments not seen during training. In this paper, we tackle these challenges by proposing a domain generalization approach for Egocentric Action Recognition. Our insight is that action sequences often reflect consistent user intent across visual domains. By leveraging action sequences, we aim to enhance the model's generalization ability across unseen environments. Our proposed method, named SeqDG, introduces a visual-text sequence reconstruction objective (SeqRec) that uses contextual cues from both text and visual inputs to reconstruct the central action of the sequence. Additionally, we enhance the model's robustness by training it on mixed sequences of actions from different domains (SeqMix). We validate SeqDG on the EGTEA and EPIC-KITCHENS-100 datasets. Results on EPIC-KITCHENS-100, show that SeqDG leads to +2.4% relative average improvement in cross-domain action recognition in unseen environments, and on EGTEA the model achieved +0.6% Top-1 accuracy over SOTA in intra-domain action recognition. Code and Data: Github.com/Ashayan97/SeqD
Sulla temporalità societaria: diritto di recesso e revoca della delibera
No full textLa sentenza della Corte di Cassazione del 5 giugno 2025, n. 15087, si colloca in questo orizzonte interpretativo, ove l’identità giuridica del socio si fa incerta, fluida, reversibile. Il nodo è duplice: quale efficacia riconoscere a un recesso esercitato in reazione a una modifica statutaria e quali effetti produce la successiva revoca di quella stessa delibera
Misure cautelari
No full textCapitolo del manuale di procedura penale dedicato alla disciplina codicistica delle misure cautelari personali e reali, aggiornato alle ultime modifiche legislative e decisioni della Corte costituzionale intervenute rispetto alla precedente edizion
Mapping the Landscape of Oncology Networks: A Systematic Literature Review
No full textDesigned to bridge the gaps created by fragmented care, networks represent the backbone of the healthcare system by promoting collaboration across multiple healthcare providers and institutions. Oncology networks have become a vital component of modern healthcare systems by offering integrated solutions to the growing complexity of cancer care.
However, understanding the key drivers able to influence the functionality, effectiveness and sustainability of oncology networks remains a complex and evolving challenge. Therefore, this article aims to fill this gap by analyzing the core drivers that shape the lifecycle of oncology networks with a specific focus on identifying the factors that support their establishment, success, and long-term effectiveness. Through a systematic literature review (SLR), this article identifies the main drivers supporting oncology networks and it explores how these drivers influence their performance. The results of SLR contribute to the theoretical understanding of oncology networks as dynamic and adaptive systems, by offering a theoretical framework. More specifically, the article lays the groundwork for a more integrated, effective, and patient-centered approach to cancer care, and it offers practical insights for policymakers to better address the complexities of cancer treatment. Ultimately, the article outlines prospective avenues for future research
Herencia digital y negocios de actuación de la sucesión digital en Italia
No full textIl contributo tratta il tema della c.d. eredità digitale con riguardo al sistema italian
Compendio di diritto amministrativo
No full textIl compendio analizza il diritto amministrativo sostanziale e processual
I festival culturali e la vocazione turistica dei territori in cui sono inseriti
No full textL'articolo approfondisce la relazione fra vocazione turistica territoriale e presenza di festival culturali, concentrandosi a livello comunale sui festival che si sono svolti nel 2024 in un singolo comune. La base empirica di riferimento consiste in 1.654 festival attivi in 691 comuni
Marketing Research on the Evolution and Potential of Markets
No full textThe chapter provides and overview of quantitative and qualitative marketing research methods to measure market potential and to forecast market deman