Contact
Cum să cumpăr
Livrare
Consilier de cumpărături
Machine Learning & Text Mining methods for mining biological data sets
engleză
125 b
30 de zile pentru retur bunuri
Clienții au cumpărat de asemenea
/
Carte broșată
98.12
lei
/
Copertă tare
988.02
lei
/
Carte broșată
237.95
lei
Text mining or data mining is a knowledge discovery tool which is referred to the process of extracting interesting and non-trivial patterns from a database of unstructured texts. Here, we present a new machine learning system to mine biological data sets (text data/scientific literature) to understand relations between two genes (two terms) in a scientific text. The system mimics human intelligence and accurately determine the relations between two genes/proteins. We manually curated literature data sets using deep curation to generate training set. Furthermore, our prediction results were validated with the help of experts to generate confidence to use our system in different real time situations. Next the system was made automated so that people across the world can determine relations between two or more molecules in a text using support vector machines. This semi-automated system is frequently applied by our team to write reviews on a given topic. For example, our team was able to screen and mine over 36000 papers to write a review on molecular docking tools. In 2016, our team were able to reconstruct obesity molecular network using this system(Jaisri et al 2016, Plos One).
Informații despre carte
engleză
Dăruiește această carte chiar astăzi
Este foarte ușor
1 Adaugă cartea în coș și selectează Livrează ca un cadou 2 Îți vom trimite un voucher în schimb 3 Cartea va ajunge direct la adresa destinataruluiAr putea de asemenea, să te intereseze
/
Carte broșată
178.72
lei
/
Copertă tare
252.34
lei
/
Copertă tare
260.37
lei
/
Carte broșată
69.44
lei
/
Carte broșată
144.62
lei
