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Machine learning

Epithelial cell adhesion molecule-centered, bioinformatics and machine learning-based meta-analysis for the identification of pan-cancer epithelial-mesenchymal markers for circulating tumor cells

Shubham Singh, GR Brindha, Nagarajan Rajendra Prasad

Int. J. Biosci. 27(3), 145-157, September 2025.

DOI: https://dx.doi.org/10.12692/ijb/27.3.145-157

Keywords: Circulating tumor cell, Epithelial cell adhesion molecule, Epithelial-mesenchymal transition, Machine learning, Meta-analysis

Mapping heterogeneous landscapes using sentinel-2 imagery and machine learning algorithms: A case of the Dindéresso classified forest

Boalidioa Tankoano, Dramane Ouedraogo, Zézouma Sanon, Jérôme T. Yameogo, Mipro Hien

J. Biodiv. & Environ. Sci. 25(4), 122-131, October 2024.

Keywords: Burkina Faso, Landscapes, Machine learning, Protected areas, Remote sensing

Predictive Analysis of Occurrence of Thrips in Tomato Subject to Weather Parameters Using Machine Learning Techniques

Satish Kumar Yadav, D. Pawar, Latika Yadav, Saurabh Tripathi

Int. J. Biosci. 24(5), 96-106, May 2024.

DOI: http://dx.doi.org/10.12692/ijb/24.5.96-106

Keywords: Accuracy, Machine learning, Statistical Models, Thrips, Tomato, Weather

Artificial intelligence driven smart agricultural applications

Rubul Kumar Bania, Satyajit Sarmah

Int. J. Biosci. 23(5), 142-151, November 2023.

DOI: http://dx.doi.org/10.12692/ijb/23.5.142-151

Keywords: Agrotechnology, Artificial intelligence, Machine learning, Smart agriculture

A machine learning prediction of the fisheries production in the Philippines using WEKA

Rhowel M. Dellosa

Int. J. Biosci. 23(1), 162-171, July 2023.

DOI: http://dx.doi.org/10.12692/ijb/23.1.162-171

Keywords: Data mining, Decision tree, Machine learning, Random Forest, Regression analysis, Support vector machine, WEKA

Determining the classification of dry beans using WEKA

Rhowel M. Dellosa

Int. J. Biosci. 23(1), 81-92, July 2023.

DOI: http://dx.doi.org/10.12692/ijb/23.1.81-92

Keywords: Data mining, Decision tree, K-nearest neighbor, Machine learning, Multilayer perceptron, Support vector machine, WEKA

Crop yield estimation with irrigation system using remote sensing and machine learning, A case study of Bahawalpur and Rahimyar Khan

Sumaira Hafeez, Saira Akram, Hassan Hafeez, Waqas Ejaz, Sajid Rashid Ahmad

Int. J. Agron. & Agric. Res. 21(6), 18-27, December 2022.

Keywords: Bahawalpur, Crop yield, Irrigation system, Machine learning, Rahimyar Khan, Remote sensing

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