Trie methods for representing text - Merrett, Shang - 1993 () Citation Context ...on the text characteristics. We shall show that our index structure can handle dynamic texts, and will give new algorithms for text trie inserting and deleting. This chapter is an extended version of =-=[MS...
The second layer generates the distribution of phenotypic readouts at that location (for example, the distribution of gene expression values). Together, the first layer representing a CCS and the second layer representing a map from each location in the CCS to estimates of phenotypic readouts ...
STED (stimulated emission depletion) nanoscopy has been successfully used to image a variety of structures in both living cells and tissues, even dynamically1. The temporal resolution of STED nanoscopy usually depends on the size of the region of interest to be imaged, owing to its most common ...
Provable Nonconvex Methods/Algorithms 来自宝藏blog(后面我会跟进大部分感兴趣的内容) Provable Nonconvex Methods/Algorithms一般的非凸优化无疑是困难的-与凸优化形成鲜明对比,凸优化在问题结构、输入数据…
Methods of Clustering In data mining, various methods of clustering algorithms are used to group data objects based on their similarities or dissimilarities. These algorithms can be broadly classified into several types, each with its own characteristics and underlying principles. Let’s explore some ...
interpretability is essential for guarding against embedded bias or debugging an algorithm. It also helps researchers measure the effects of trade-offs in a model. More broadly, as algorithms play an increasingly important role in society, understanding precisely how they come up with their answers ...
The basic principle of homology-based methods is finding the homologous segments in different protein sequences through sequence alignment. Homology-based methods need templates with known domain annotations and efficient sequence alignment algorithms to find templates that match a target sequence. For exam...
Algorithms need to have high arithmetic intensity in order to fully utilise the computing power of modern computational hardware. However, the increase in FLOPS at higher polynomial orders must be balanced against the desired accuracy so that execution times are not excessively high. An observation ...
Future algorithms do not only need to be more accurate to further decrease manual tracing time but also computationally more efficient to be able to process large datasets in the first place. Consider the computational time required by the current state of the art, flood-filling network (FFN):...
The benchmark and the reference standard have been systematically designed to evaluate the performance of the algorithms concerning multiple conditions that users will face in their analyses; these include VAFs, sequencing depth, variant types, variant sharing, VAF balances and the use of matched ...