In this study, the feature selection method employed is the Genetic Algorithm (GA), while the classification method used is the Support Vector Machine (SVM), with the aim of improving the performance of myocardial infarction disease classification. The study utilizes the Myocardial Infarction Complications dataset, which consists of 123 features. The research process includes several preprocess…
Talent Scouting in sports is a systematic process of finding, identifying, and evaluating individuals who show potential for achievement from an early age, so that their talents can be developed through a tiered training program to achieve optimal performance. The use of classification methods is one effective solution to support this process. Classification is the main method in machine learni…
Background. Disorders of Sex Development (DSD) are congenital disorders involving abnormal development of chromosomes, gonads, and sexual anatomy, with Congenital Adrenal Hyperplasia (CAH) being the most common cause in 46, XX patients. CAH is inherited in an autosomal recessive manner, with a higher risk in families with consanguineous marriages. Early detection is crucial because severe CAH, …
Cephalopachus bancanus ssp. bancanus of the nocturnal tarsiidae family, small body, with large eyes and are known to live in Southern Sumatra, Lampung, and Bangka Island have been declared as protected under Indonesian law No.5/1990 on the conservation of natural resources and their ecosystems, and Government Regulation No.7/1999 on the conservation of plants and animals. Based on data from IUC…
The air quality in a region significantly impacts the health of its residents. The Indonesian government has established the Air Quality Index (AQI) as a parameter to assess air quality and its effects on the health of individuals exposed to the air for several hours to several days. Several studies have found that machine learning methods, particularly the Random Forest algorithm, can be used …
There are three common commercial tilapia species Oreochomis niloticus, O. mossambicus, and O. aureus. These species have the opportunity for hybridization. Hybridization between tilapia species is widespread, one of which is red tilapia, is a crossbreed of four different species of the genus Oreochromis, namely O. mossambicus, O. niloticus, O. hornorum, and O. aureus. The purposes of this stud…
Stroke is the second leading cause of death globally. A lack of knowledge regarding stroke risk factors results in high incidence and mortality rates. Using a classification approach can effectively address this issue. Classification involves grouping categories or classes based on patterns or characteristics found in the data. By classifying stroke patient data, we can identify patterns of str…
Finding the shortest route in delivering is an important aspect in logistics efficiency, especially in urban environments such as Palembang City. Genetic algorithm was chosen due to its flexibility in handling optimization problems involving many variables. The research was conducted by varying the values of genetic algorithm parameters such as population size, iterations, crossover rate, and m…
This study aims to identify Giant Soft-Shell Turtle (Pelochelys cantorii) from the waters of the Lematang River, South Sumatra Province, through the molecular characteristics of mitochondrial 16S rRNA genes. The research method is descriptive with sampling techniques based on events and the location is in Lematang Ilir Waters, Modong Village, Muara Enim Regency. Genetic analysis using a white b…
Genetika (ilmu keturunan) tergolong dalam ilmu hayat yang mempelajari turun temurunnya sifat sifat induk atau orang tua kepada keturunnya. Memang diketahui bahwa penelitian genetik pada manusia sangat sulit dijalankan, namun sangat penting.
Coronavirus disease 2019 (COVID-19) is an infectious respiratory disease caused by SARS-COV-2. During the COVID-19 pandemic, the SARS-COV-2 virus underwent mutations. This mutation produces new variants with different expressions. The purpose of this study was to determine the characteristics of the mutation of the SARS-CoV-2 gene, Variant Delta, RSUP Dr. Mohammad Hoesin Palembang. This study i…