Sentence examples for pattern based approaches from inspiring English sources
While common or trivial names can generally be identified using a dictionary, systematic or quasi-systematic names and formulas are better managed through rule (or pattern) based approaches or by using machine-learning methods [9].
We have intensely studied the discarded sentences and observed that better preprocessing steps like machine learning or pattern based approaches may be followed to increase the accuracy of sentence selection phase.
It should be noted that Russell et al used a pattern based approach to identify U12 type introns.
The main problem associated with pattern recognition based approaches to Structural Health Monitoring (SHM) is that damage localisation and quantification almost always require supervised learning.
In contrast, there are several heat shock proteins in tardigrades, an example is HSP90 proteins (identified by sequence similarity as well as by a pattern hit based approach using the PROSITE entry PS00298 with the signature Y-x [NQHD]- [KHR]- [DE]- [IVA]-F [LM]-R [ED]; Table 5).
Then, we identify cross-species conserved regions by combining linear-alignment and pattern-discovery (alignment-free) based approaches.
In our case, columns correspond to patterns, and the column generation based approach helps to reduce the complexity in constructing the whole set of patterns, by effectively selecting columns that make improvements to the optimization.
Once domain patterns were identified by MEME, we then searched online protein databases for similar motif patterns via a Hidden Markov Model based approach using the program MetaMEME [ 101].
These techniques focus on scrubbing all PHI elements from the medical record data through either lexical, heuristic or pattern based systems or machine learning approaches.
Here, we describe Pattern Based Correlation (PAC) as an approach to identify candidate cancer genes by screening for exon-skipping events in a global fashion.
We have developed an approach that uses PAttern based Correlation (PAC) to screen for cancer gene mutations that cause exon skipping in the encoded transcripts.
