Matches in SemOpenAlex for { <https://semopenalex.org/work/W3003593479> ?p ?o ?g. }
- W3003593479 abstract "Identifying lncRNA-protein Interactions (LPIs) is vital to understanding various key biological processes. Wet experiments found a few LPIs, but experimental methods are costly and time-consuming. Therefore, computational methods are increasingly exploited to capture LPI candidates. We introduced relevant data repositories, focused on two types of LPI prediction models: network-based methods and machine learning-based methods. Machine learning-based methods contain matrix factorization-based techniques and ensemble learning-based techniques. To detect the performance of computational methods, we compared parts of LPI prediction models on Leave-One-Out cross validation (LOOCV) and five-fold cross validation. The results show that SFPEL-LPI obtained the best performance of AUC. Although computational models have efficiently unraveled some LPI candidates, there are many limitations involved. We discussed future directions to further boost LPI predictive performance." @default.
- W3003593479 created "2020-02-07" @default.
- W3003593479 creator A5000850188 @default.
- W3003593479 creator A5006543131 @default.
- W3003593479 creator A5007339758 @default.
- W3003593479 creator A5022222069 @default.
- W3003593479 creator A5028692805 @default.
- W3003593479 creator A5031627686 @default.
- W3003593479 creator A5044890075 @default.
- W3003593479 creator A5045492508 @default.
- W3003593479 creator A5058913315 @default.
- W3003593479 date "2020-01-31" @default.
- W3003593479 modified "2023-10-16" @default.
- W3003593479 title "Probing lncRNA–Protein Interactions: Data Repositories, Models, and Algorithms" @default.
- W3003593479 cites W1731645091 @default.
- W3003593479 cites W1972346911 @default.
- W3003593479 cites W2008840001 @default.
- W3003593479 cites W2070777085 @default.
- W3003593479 cites W2072394638 @default.
- W3003593479 cites W2095544161 @default.
- W3003593479 cites W2100218820 @default.
- W3003593479 cites W2102364475 @default.
- W3003593479 cites W2103151642 @default.
- W3003593479 cites W2105349784 @default.
- W3003593479 cites W2117977572 @default.
- W3003593479 cites W2119726708 @default.
- W3003593479 cites W2128768066 @default.
- W3003593479 cites W2142937131 @default.
- W3003593479 cites W2148145769 @default.
- W3003593479 cites W2152970345 @default.
- W3003593479 cites W2158135353 @default.
- W3003593479 cites W2174181728 @default.
- W3003593479 cites W2254156100 @default.
- W3003593479 cites W2256799280 @default.
- W3003593479 cites W2258129851 @default.
- W3003593479 cites W2259538443 @default.
- W3003593479 cites W2281614104 @default.
- W3003593479 cites W2311607323 @default.
- W3003593479 cites W2319227129 @default.
- W3003593479 cites W2336850185 @default.
- W3003593479 cites W2341336811 @default.
- W3003593479 cites W2396917424 @default.
- W3003593479 cites W2410390867 @default.
- W3003593479 cites W2462108616 @default.
- W3003593479 cites W2470716712 @default.
- W3003593479 cites W2507587187 @default.
- W3003593479 cites W2507804718 @default.
- W3003593479 cites W2531500048 @default.
- W3003593479 cites W2532537254 @default.
- W3003593479 cites W2537623931 @default.
- W3003593479 cites W2538142187 @default.
- W3003593479 cites W2557283063 @default.
- W3003593479 cites W2559373412 @default.
- W3003593479 cites W2593488635 @default.
- W3003593479 cites W2594373369 @default.
- W3003593479 cites W2599859080 @default.
- W3003593479 cites W2601934706 @default.
- W3003593479 cites W2626127376 @default.
- W3003593479 cites W2673729825 @default.
- W3003593479 cites W2736802640 @default.
- W3003593479 cites W2747811776 @default.
- W3003593479 cites W2749122933 @default.
- W3003593479 cites W2753953057 @default.
- W3003593479 cites W2765372324 @default.
- W3003593479 cites W2766653916 @default.
- W3003593479 cites W2766897790 @default.
- W3003593479 cites W2767061187 @default.
- W3003593479 cites W2767632547 @default.
- W3003593479 cites W2772618228 @default.
- W3003593479 cites W2776952311 @default.
- W3003593479 cites W2781818593 @default.
- W3003593479 cites W2785329615 @default.
- W3003593479 cites W2792970460 @default.
- W3003593479 cites W2794896638 @default.
- W3003593479 cites W2795974822 @default.
- W3003593479 cites W2799745046 @default.
- W3003593479 cites W2800773898 @default.
- W3003593479 cites W2801501532 @default.
- W3003593479 cites W2802616725 @default.
- W3003593479 cites W2803913659 @default.
- W3003593479 cites W2809562771 @default.
- W3003593479 cites W2811033353 @default.
- W3003593479 cites W2883138166 @default.
- W3003593479 cites W2884077404 @default.
- W3003593479 cites W2884892964 @default.
- W3003593479 cites W2887058963 @default.
- W3003593479 cites W2888500336 @default.
- W3003593479 cites W2891866117 @default.
- W3003593479 cites W2891906735 @default.
- W3003593479 cites W2891972329 @default.
- W3003593479 cites W2893880892 @default.
- W3003593479 cites W2894934545 @default.
- W3003593479 cites W2895679848 @default.
- W3003593479 cites W2897227202 @default.
- W3003593479 cites W2899028887 @default.
- W3003593479 cites W2899288360 @default.
- W3003593479 cites W2899830787 @default.
- W3003593479 cites W2900470392 @default.
- W3003593479 cites W2900701906 @default.
- W3003593479 cites W2904828342 @default.