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Article
Sex differences in the progression to Alzheimer’s disease: a combination of functional and structural markers
Mild cognitive impairment (MCI) has been frequently interpreted as a transitional phase between healthy cognitive aging and dementia, particularly of the Alzheimer's disease (AD) type. Of note, few studies exp...
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Article
Open AccessThe MultiFurcating Neighbor-Joining Algorithm for Reconstructing Polytomic Phylogenetic Trees
Results from phylogenetic analyses that study the evolution of species according to their biological characteristics are frequently structured as phylogenetic trees. One of the most widely used methods for rec...
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Article
Open AccessAn approach for prevention planning based on the prevalence and comorbidity of neurodevelopmental disorders in 6-year-old children receiving primary care consultations on the island of Menorca
Few studies have estimated the real prevalence of neurodevelopmental disorders according to the Diagnostic and Statistical Manual of Mental Disorders, 5th Edition (DSM-5) in Spain and worldwide. However, there...
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Chapter and Conference Paper
Agrobots Architecture and Agrobots-Sim Simulator for Dynamic Agri-Robot Coordination
In this paper, we present a distributed multi-agent architecture, Agrobots architecture, for dynamic agriculture robot fleet coordination as well as a software package, Agrobots-SIM, developed for efficient mo...
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Chapter
Opacity, Machine Learning and Explainable AI
Artificial Intelligence is being applied in a multitude of scenarios that are sensitive to the human user, i.e., medical diagnosis, granting loans, human resources management, among many others. Behind most of...
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Chapter and Conference Paper
Edge Service Allocation Based on Clustering Techniques
The expansion of the Internet of Things is leading to the emergence of new IoT environments where devices not only act as sensors or actuators but also provide computing, storage and network resources. These r...
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Article
On the joint-effect of class imbalance and overlap: a critical review
Current research on imbalanced data recognises that class imbalance is aggravated by other data intrinsic characteristics, among which class overlap stands out as one of the most harmful. The combination of th...
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Article
Open AccessA machine learning COVID-19 mass screening based on symptoms and a simple olfactory test
The early detection of symptoms and rapid testing are the basis of an efficient screening strategy to control COVID-19 transmission. The olfactory dysfunction is one of the most prevalent symptom and in many c...
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Article
Open AccessProfile of Patients with Diabetes Treated with Insulin Lispro 200 U/ml: A Real-World Study from Spain
Insulin lispro 200 U/ml (IL200) is a rapid-acting concentrated insulin used for the treatment of adults with diabetes requiring daily doses of > 20 units of rapid-acting insulin. The aim of this study was to d...
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Article
Open AccessCurrent state of knowledge on the prevalence of neurodevelopmental disorders in childhood according to the DSM-5: a systematic review in accordance with the PRISMA criteria
To interpret the current evidence on the prevalence of neurodevelopmental disorders (NDDs) through a systematic review based on both DSM-5 (2013) and PRISMA criteria.
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Article
Open AccessApolipoprotein E ɛ4–related effects on cognition are limited to the Alzheimer’s disease spectrum
Whether the deleterious effects of APOE4 are restricted to the Alzheimer’s disease (AD) spectrum or cause cognitive impairment irrespectively of the development of AD is still a matter of debate, and the focus...
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Chapter and Conference Paper
Towards Semantic Modelling of the Edge-Cloud Continuum
Fog and edge computing paradigms increase the performance of IoT systems compared to those based exclusively on conventional cloud computing. Basically, they propose to move software services that process info...
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Chapter
A New Exploitation Scheme in the Context of Bipolar Classifiers
the basis of the combination of supervised classification and bipolar knowledge representation, we explore in this proposal a new approach for the exploitation of the bipolar classification scores. The ...
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Chapter and Conference Paper
On Balancing Fairness and Efficiency of Task Assignment in Agent Societies
Agent societies generally aim at collective provision of services (capabilities or resources) in a more efficient way than their agents could individually. In particular, some agents may be more efficient than...
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Chapter and Conference Paper
Modern Integrated Development Environment (IDEs)
One of the important objectives of smart cities is to provide electronic services to citizens, however, this requires the building of related software which is a time-consuming process. In this regard, smart c...
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Chapter and Conference Paper
Reducing Emissions Prioritising Transport Utility
The regulation of mobility and traffic for the transportation of goods and the movement of people is one of the key issues local authorities are faced with, especially in large urban areas. The aim is to provi...
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Article
Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect
Data Science and Machine Learning have become fundamental assets for companies and research institutions alike. As one of its fields, supervised classification allows for class prediction of new samples, learn...
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Article
Open AccessEarly Introduction of AI in Spanish Middle Schools. A Motivational Study
This paper describes the practical initiative to include Artificial Intelligence (AI) in the Spanish educational system’s curriculum at an early age. This proposal is in line with the current trend of introduc...
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Article
Open AccessClinical outcomes and safety of passive leg raising in out-of-hospital cardiac arrest: a randomized controlled trial
There are data suggesting that passive leg raising (PLR) improves hemodynamics during cardiopulmonary resuscitation (CPR). This trial aimed to determine the effectiveness and safety of PLR during CPR in out-of...
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Chapter
Chronic Atypical Neutrophilic Dermatosis with Lipodystrophy and Elevated Temperature (CANDLE) and Proteasome-Associated Autoinflammatory Syndrome (PRAAS)
Chronic atypical neutrophilic dermatosis with lipodystrophy and elevated temperature (CANDLE) is a well-defined autoinflammatory disease with prominent type 1 interferon signature. Annular, purpuric plaques st...
