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Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, 2019 Artificial Neural Networks (ANNs) are revolutionizing many machine learning (ML) applications. But there is a major bottleneck to wider adoption: the pain of model selection. This empirical process involves exploring the ANN architecture and hyper-parameters, often requiring hundreds of trials.
Supun Nakandala, Yuhao Zhang, Arun Kumar
openaire +2 more sources
Cerebro: Static Subsuming Mutant Selection [PDF]
IEEE Transactions on Software Engineering, 2021 Mutation testing research has indicated that a major part of its application cost is due to the large number of low utility mutants that it introduces.
Aayush Garg +5 more
semanticscholar +1 more source
Multiple neonicotinoids in children’s cerebro-spinal fluid, plasma, and urine
Environmental Health, 2022 Background Neonicotinoids (NN) are selective neurotoxic pesticides that bind to insect but also mammal nicotinic acetycholine receptors (nAChRs). As the most widely used class of insecticides worldwide, they are ubiquitously found in the environment ...
B. Laubscher +6 more
semanticscholar +1 more source
Cerebro-cerebellar networks facilitate learning through feedback decoupling
bioRxiv, 2022 Behavioral feedback is critical for learning, but it is often not available. Here, the authors introduce a deep learning model in which the cerebellum provides the cerebrum with feedback predictions, thereby facilitating learning, reducing dysmetria, and
E. Boven +4 more
semanticscholar +1 more source
Redox Biology, 2022 Worldwide, up to 8.8 million excess deaths/year have been attributed to air pollution, mainly due to the exposure to fine particulate matter (PM). Traffic-related noise is an additional contributor to global mortality and morbidity.
S. Offer +42 more
semanticscholar +1 more source
European Journal of Psychology Applied to Legal Context, 2023 Background/Objectives: A fatal diagnostic error of suicidal intention, i.e., an error implying death or serious injuries (i.e., incapacitating, chronic injury) to the patient, may have civil liability (punishable error) for the clinician.
Raúl Quevedo-Blasco +3 more
doaj +1 more source
Cerebro-cerebellar motor networks in clinical subtypes of Parkinson’s disease
npj Parkinson's Disease, 2022 Parkinson’s disease (PD) patients can be classified in tremor-dominant (TD) and postural-instability-and-gait-disorder (PIGD) motor subtypes. PIGD represents a more aggressive form of the disease that TD patients have a potentiality of converting into ...
S. Basaia +14 more
semanticscholar +1 more source
Cerebro-Cardiovascular Risk, Target Organ Damage, and Treatment Outcomes in Primary Aldosteronism
Frontiers in Cardiovascular Medicine, 2022 Primary aldosteronism (PA) is the most common type of endocrine hypertension, and numerous experimental and clinical evidence have verified that prolonged exposure to excess aldosterone is responsible for an increased risk of cerebro-cardiovascular ...
Xiao Lin +7 more
semanticscholar +1 more source
Journal of Neurology Neurosurgery & Psychiatry, 2021 Objective Cerebellar disease burden and cerebro-cerebellar connectivity alterations are poorly characterised in amyotrophic lateral sclerosis (ALS) despite the likely contribution of cerebellar pathology to the clinical heterogeneity of the condition ...
P. Bede +13 more
semanticscholar +1 more source
Children, 2022 The aim of this study was to explain the masturbation frequency and sexual relationships in adolescents based on age, religious adherence, erotophilia, attitudes toward sexual fantasies and masturbation, and the traditional sexual double standard.
Juan Carlos Sierra +6 more
doaj +1 more source