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EnhanceD Data stream Analysis : combining the signature method and machine learning algorithms – EDDA
provide interpretable methods using nonlinear features. The EDDA project intends to improve existing [...] considering the iterated-integrals signature (IIS) features, which encodes nonlinear information in multivariate [...] of integrating in a relevant manner the IIS feature in machine learning algorithms. The EDDA project
"The Sulfur Dance" : Polythioarenes as Universal Templates for Dynamic Covalent Chemistry – SulfurDance
Such features open new avenues in dynamic covalent chemistry (DCC). Here, we report the features of a [...] would like to further explore a most important feature of SNAr reactions, their reversibility and consequently [...] and constitutional variation leading to adaptive features as is the case in an interesting self-correcting
Role of human IgE and FceRI in asthma and its potentiation by obesity – AsthmAb
with moderate-to-severe asthma. Yet, which asthma features are actually IgE-dependent, and which mechanisms [...] ‘AsthmAb’ project are to 1) understand which asthma features are regulated by IgE, 2) determine if IgE plays
Biomimetic collagen tubular constructs for vascular and tracheal grafting – MIMETUBE
fibres as well as stabilization of the macroscopic features required for surgical application. By providing [...] properties, including geometrical and mechanical features, MIMETUBE aims at dramatically increasing the
SECure Reconfigurable processor using Emerging Technologies – SECRET
The Internet of Things is today a well-known ecosystem, continuously growing at an impressive speed, increasing the amount of collected and transmitted data which becomes enormous (40 zettabytes in 2020). Depending on the application, the data may be sensitive and need to be protected using security features such as cryptography. In addition, it must be a priority to decrease the energy consumed by the devices in order to increase their battery life or to enable autonomous sensor nodes.
Opinion dynamics in social networks in presence of multiple decision-makers – NICETWEET
some key features need to be accounted for in a simultaneous manner. Some of these features are: the [...] we assume that the social network possesses new features that correspond to the economic applications of [...] y; possible presence of extremists. A salient feature with respect to the state-of-the art is that opinion
Antigen-presenting cells in COVID-19 disease at single cell resolution – APCOD
been made in describing the cellular composition featuring COVID-19 patient blood. However, the rarity of [...] diversity, the underlying molecular and functional features, and cellular networks they engage in the context
From Kura-Araxes to Early Kurgans. Tracing 3rd millennium social and cultural changes in the Kura river valley (Georgia and Azerbiadjan). Environment, food, chronology. – KUR(A)GAN
different type of society (so-called Early Kurgan) featuring sharp vertical social differences, organised along [...] household and horizontal kinship relations and featuring an egalitarian social ideology represented for [...] and were replaced by hierarchized communities featuring a mobile lifestyle and different cultural traditions
Skull trait interactions and macroevolutionary dynamics of the adaptive radiation of rodents. – DispaRat
Morphologists have embraced the concept of key innovations, and have used it extensively to explain many cases of adaptive radiations. However, the theory behind this concept was strongly criticized due to the lack of evidence demonstrating a causal link between a proposed key innovation and an increase in species diversity.
Cognitive and programmable security for resilient next-generation networks – GRIFIN
the usage of feature learning should enable to break away from human-intensive feature selection while [...] learning to break away from human-resource intensive feature engineering, and transfer learning to reduce u