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The increasing number and diversity of protein sequence families requires new methods to define and predict details regarding function.
HyTrust has raised $18.5 million for its security technology designed for the new reality of the virtualized data center that requires new methods to prevent security breaches.
However, online networks are large and complex, and their analysis requires new methods to summarize their structure and identify nodes holding relevant positions.
As one of the most compelling applications for mobile devices, automatic speech recognition (ASR) requires new methods to allow it to use fewer computational and memory resources while still achieving a high level of accuracy.
Meta-analysis of epistasis as applied in GWA studies could be a good way to overcome the sample size hurdle but requires new methods to accommodate imputed SNP genotype data.
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Electrical and electronic applications of carbon nanotube (CNT) fibers require new methods to join them with other live parts of the circuits electrically and mechanically.
In the new scenario of smart grid, the network complexity will require new methods to overcome new problems that are to come and some that are still a challenging topic.
Today's production systems have presently continuous changes like load variations, new products, faults, change of process modules, etc. which require new methods to react to them quicker, sustainable and more automatically.
Current educational system is facing a contradiction between the fundamentality of engineering education and the necessity of applied learning extension, which requires new methods of training to combine both academic and practical knowledge in balance.
Although these data sources represent some of the most promising components of JITAIs, continuously collecting heart rate, for example, while inquiring about craving to train a smart passive-sensing system requires new methods of data cleaning and analysis (Shiffman 2013).
The large flow of data from these sensors requires new methods for handling big data, as well as automated pattern recognition, and statistical analysis to identify the critical time intervals for trait measurement.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com