previous work was aimed at developing the algorithms and procedures for online automated systems. The Sytek project [4] started producing audit trails having enhanced security and considered different approaches for analyzing automated systems. These observations contributed to the first empirical evidence t...
As part of the Advanced Image Processing Research group in the Advanced Video Systems Research Laboratory, he has been involved in developing models of the human visual system, as well as image-processing algorithms for image enhancement and data c ompression. Dr. Adelson has published a dozen ...
Like many swarm-based methods, SSO is initialized with a population of random solutions and then iteratively updates to find the best solution. To leverage information within the population for improving the redundancy allocation of each program module, this research employs the evolutionary characteristi...
NetworkX is a popular Python library used for the creation, manipulation, and analysis of complex networks and graphs. It provides a wide range of tools and algorithms for working with graphs, including social networks, biological networks, transportation networks, and more. NetworkX is widely used ...
Avoid magic code and fancy algorithms. Avoid big external dependencies. Minimize the number of moving parts in the distributed system. Avoid automated decisions, which may hurt cluster availability, consistency or performance.Adhering KISS principle simplifies the resulting code and architecture, so it ...
Discriminating compositionally similar peptides with different biological activities is one of the greatest challenges in developing prediction methods34,35. An additional dataset was created, HAPPENN-hard, wherein positive examples are the experimentally validated hemolytic peptides of HAPPENN-RR90, and ...
Automatic de-id using computer algorithms is a promising alternative. At the UAB Informatics Institute, we are applying automatic de-id as a cost-effective approach for anonymizing clinical data on a large scale. We participated in the CEGS N-GRID 2016 shared task challenge to compare the ...
We used HMMer (Potter et al., 2018) to generate a new hidden Markov model based on the conserved hydrophobic core residues of ncCSDs, and iteratively searched the sequence database of UniProtKB (Bateman, 2019) for the existence of ncCSDs in other proteins (Figure 1D). Besides all Unr-...
The neural network implemented according to the present disclosure may be hardware—(e.g., neurons are represented by physical components) or software-based (e.g., neurons and pathways implemented in a software application), and can use a variety of topologies and learning algorithms for training...
For each of a number of selected output colors, color stability values for a set of device-dependent color specifications that produce the selected output color are iteratively determined. The set of device-dependent color specifications is generated by varying a subset of colorants in the device-...