Deep learning for time series classification: a review
Time Series Classification (TSC) is an important and challenging problem in data mining. With the increase of time series data availability, hundreds of TSC algorithms have been...
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618 publications
Industry 4.0: state of the art and future trends
Rapid advances in industrialisation and informatisation methods have spurred tremendous progress in developing the next generation of manufacturing technology. Today, we are on ...
Short Marital-Adjustment and Prediction Tests: Their Reliability and Validity
justment and prediction have used a very large number of items. The length of these tests is their main disadvantage. The Burgess-Wallin Marital-Success Schedule contains 892 nu...
DNA methylation-based classification of central nervous system tumours
Accurate pathological diagnosis is crucial for optimal management of patients with cancer. For the approximately 100 known tumour types of the central nervous system, standardiz...
<i>Ab initio</i> energy-adjusted pseudopotentials for elements of groups 13–17
Quasi-relativistic energy-adjusted ab initio pseudopotentials for the elements of groups 13–17 up to atomic number 53 (I) are presented together with corresponding energy-optimi...
Continual lifelong learning with neural networks: A review
Humans and animals have the ability to continually acquire, fine-tune, and transfer knowledge and skills throughout their lifespan. This ability, referred to as lifelong learnin...
2018 ESC/ESH Guidelines for the management of arterial hypertension
: Document reviewers: Guy De Backer (ESC Review Co-ordinator) (Belgium), Anthony M. Heagerty (ESH Review Co-ordinator) (UK), Stefan Agewall (Norway), Murielle Bochud (Switzerlan...
Safety and Immunogenicity of Two RNA-Based Covid-19 Vaccine Candidates
The safety and immunogenicity data from this U.S. phase 1 trial of two vaccine candidates in younger and older adults, added to earlier interim safety and immunogenicity data re...
Towards complete and error-free genome assemblies of all vertebrate species
High-quality and complete reference genome assemblies are fundamental for the application of genomics to biology, disease, and biodiversity conservation. However, such assemblie...
Safety and immunogenicity of the ChAdOx1 nCoV-19 vaccine against SARS-CoV-2: a preliminary report of a phase 1/2, single-blind, randomised controlled trial
The pandemic of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) might be curtailed by vaccination. We assessed the safety, reactogenicity, and immunogenicity of a v...
The Protein Data Bank
The Protein Data Bank [PDB; Berman, Westbrook et al. (2000), Nucleic Acids Res. 28 , 235–242; http://www.pdb.org/] is the single worldwide archive of primary structural data of ...