[PDF][PDF] Webscraping data labeling system on Liquid Chromatography-Mass Spectrometry of Rodent Tuber for efficiency of supervised learning preprocessing

I Binanto, H Warnars, NF Sianipar… - ICIC Express Letters …, 2022 - repository.usd.ac.id
Although it seems like a trivial process, data labeling is a cornerstone for supervised
learning. It becomes problematic when the data is huge, like the data of Liquid …

Comparison of DNA isolation methods that derived from leaves of a potential anti-cancer rodent tuber (Typhonium flagelliforme) plant

G Rahmadara, NF Hanifah, R Rismayanti… - … of Agriculture System, 2022 - pasca.unhas.ac.id
The content of polysaccharides, polyphenols, proteins, and RNA compounds is the main
problem often found in Plants DNA isolation, which inhibit the process of DNA isolation …

[PDF][PDF] Assessing the immunomodulatory and hepatoprotective activities of aqueous tuber extract of Typhonium flagelliforme (Lood) Blume in BALB/c mouse

WE Putra, AF Insani, D Nurhayati… - Jordan Journal of …, 2023 - jjbs.hu.edu.jo
Immune cells play a very significant role in the body due to their capacity to preserve
homeostasis. They function primarily in the quick elimination of potentially harmful …

Comparison of similarity coefficients on morphological rodent tuber

I Binanto, HLHS Warnars, BS Abbas… - 2018 Indonesian …, 2018 - ieeexplore.ieee.org
Many comparisons of similarity coefficient done by researchers, especially in the field of
biology. This comparison aims to find the most appropriate similarity coefficient for some …

[PDF][PDF] Development of lectin gene-based markers associated with anticancer bioactive compound in rodent tuber mutant (Typhonium flagelliforme)

NF Sianipar, Z Muflikhati, R Reflinur… - SABRAO J. Breed …, 2024 - researchgate.net
SUMMARY Rodent tuber (Typhonium flagelliforme Lodd.) has anticancer bioactive
compounds, including betasitosterol, stigmasterol, octadecanoic, and hexadecenoic acids …

Improving of anticancer compound identification model for medicinal plant's LCMS data

I Binanto - AIP Conference Proceedings, 2024 - pubs.aip.org
The development of an identification tool for anticancer chemical compounds on LCMS data
of Medicinal Plant has been successfully carried out in previous studies. It needs further …

Micropropagation of Rodent Tuber Plant (Typhonium flagelliforme Lodd.) from Medan by Organogenesis.

NF Sianipar, M Vidianty… - Pertanika Journal of …, 2017 - search.ebscohost.com
Rodent Tuber is an anticancer herbal plant from Araceae family which is very sensitive to
environmental condition and has a low plantlet reproduction rate. This research was aimed …

[PDF][PDF] Understanding LCMS data for identification of chemical compounds contained in rodent tuber: Timeseries or not

I Binanto, H Leslie, H Spits, NF Sianipar… - … Reviews in Pharmacy, 2021 - researchgate.net
Processing data for specific purposes requires an understanding of the data itself. A special
investigation is needed to understand the data. Liquid Chromatography-Mass Spectrometry …

Handling of unbalanced LC-MS medicinal plant data using Near-Miss Undersampling tested with Gaussian Naive Bayes and K-Nearest Neighbors

I Binanto, RA Kumalasanti… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Imbalanced data refers to data with classes that have extreme majority and minority data.
Such data can lead to inaccurate results. The dataset used in this study came from LC-MS …

[PDF][PDF] Mining Frequent Pattern on Liquid Chromatography-Mass Spectrometer Data of Rodent Tuber to Find the Association Rules of Compounds for Machine …

I Binanto, HLHS Warnars, NF Sianipar… - ICIC express letters …, 2021 - researchgate.net
Liquid Chromatography-Mass Spectrometry (LC-MS) data contains a lot of measurement
data, which contains Rodent Tuber plant measurement. This paper aims to obtain frequent …