A Review Paper on Fuzzy Logic Algorithms
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2021, Vol 9, Issue 6
Abstract
Logic for gene expression analysis in a flurry. We developed a new method for analyzing gene expression data. To convert expression values into Quality descriptors, this method uses a fluid logic that can be evaluated using heuristic rules. We developed a model for identifying three different activators, repressors, and objectives in a data set for yeast gene expression in our experiments. The test predictions generated by an algorithm match the experimental data in the literature very well. Algorithms can identify a much larger number of transcription factors that could be identified at random in defining the function of unspecified proteins. Using only expression data in the form of clustering, this method allows the user to construct a linked network of genes. The interpretation of gene expression categorization models is typically difficult, however, it is an essential component of the analysis procedure. In five databases ranging in size, experimental origin, and physiological field, we investigate the effectiveness of micro rules fuzzy systems. The classifiers resulted in regulations that are simple to understand for biomedical researchers. The classifiers resulted in regulations that are simple to understand for biomedical researchers.
Authors and Affiliations
Mrinal Paliwal, Pankaj Saraswat
Keywords
Related Articles
- EP ID EP747012
- DOI 10.55524/ijircst.2021.9.6.15
- Views 1
- Downloads 0
A Machine Learning Model for Clinical Decision Support for Drug Recommendation
Modern machine learning techniques play a very crucial role in dealing with very complex unstructured data that is available in the medical domain. The wide range of applications in this area is capable of changing the...
The War on Drugs and Crimes
Drugs use and crimes have an intimate relationship. All the persons who use drugs are not criminals and all the criminals were not addicted to drugs. But addiction to drugs is directly related to the increase in normal a...
Systematic Review of the Association between Cancer-Related Dementia and Mality: Systematic Review and Meta-Analysis
Dementia caused by cancer is a significant health issue that affects cancer survivors, particularly those survivors who have undergone radiation therapy and chemotherapy. This condition can lead to cognitive impairment a...
An Analysis of Renewable Energy Resources
Regardless of fact that earth's form cannot alteration, world is fast becoming a global community as world's populace consumes more energy on a frequent basis. Energy & related services have become progressively cruc...
Stabilization of Black Cotton Soil by Using Waste Foundry Sand and Crushed Waste Glass
Generally Black Cotton Soil exhibits undesirable engineering properties like shrinkage and swelling properties losses its strength, when come in contact with water. Thereby poor bearing capacity and higher compressibilit...