Wykaz obszarów badawczych związanych z tagiem Fuzja-danych:
| # | Obszar badawczy | Dziedzina naukowa |
|---|---|---|
| 1 |
The research area combines software engineering, bioinformatics, artificial intelligence and data fusion. Developing new algorithms and IT systems using advanced algorithms, e.g. ML models, that must operate efficiently and on limited resources. The proposed scope of work concerns metagenomic analysis, taxonomic classification, and design of a new system using a custom DNA sensor (solid-state, fast, with limited sensitivity) to monitor the environment and pathogens. New software containing ML models, representative searching and identification algorithms, and efficient querying of large sequencing databases. The work includes developing new high-performance methods for computing clusters, efficient implementation using current hardware, lock-free algorithms, concurrency and new data structures.
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