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Nevertheless, large scale data gathering and annotation is time consuming, which sets practical limitations to research.
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It improved the training efficiency, but the need for large-scale data gathering and extensive preparation creates a critical bottleneck.
The "4D Biology Workshop for Health and Disease", held on 16 17th of March 2010 in Brussels, aimed at finding the best organising principles for large-scale proteomics, interactomics and structural genomics/biology initiatives, and setting the vision for future high-throughput research and large-scale data gathering in biological and medical science.
Large-scale data gathering efforts require software and computational tools to facilitate interpretation of the data.
31 Our approach, outlined below, is to accept that large-scale data gathering on costs would not be possible within the scope of the study and will be a challenge over time.
Citizen science, in which the public takes part in large-scale data-gathering experiments – annual butterfly counts, online astronomy surveys, etc – is perhaps the best known version of non-professional scientific activity, with thousands of participants in the UK alone.
We discuss the trade-offs between achieving capacity and energy consumption, how transport capacity might be affected by considering in-network processing and the implications this study has on the design of practical protocols for large-scale data-gathering wireless sensor networks.
Large scale data sharing No. Yes.
Since gathering large-scale data about localisation is much easier than recording face-to-face contacts, a method to infer general characteristics of the latter from the former would enable faster, larger and more diverse data collections about human behaviour.
Wireless sensor networks (WSN) are attractive for information gathering in large-scale data rich environments.
A large-scale data center network typically involves a very large number of switching devices and an extremely large number of flows resulting in excessive flow set up and statistics gathering overheads and a performance bottleneck at the central controller.
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