Multi-Class Support Vector Machine for Arabica Coffee Bean Roasting Grade Classification

Author:

Septiarini Anindita1,Hamdani Hamdani1,Rifani Achmad1,Arifin Zainal1,Hidayat Nurul2,Ismanto Heru3

Affiliation:

1. Mulawarman University,Engineering Faculty,Dept. of Informatics,Samarinda,Indonesia

2. Universitas Jendral Soedirman,Engineering Faculty,Dept. of Informatics,Purwokerto,Indonesia

3. Universitas Musamus,Engineering Faculty,Dept. of Informatics Engineering,Merauke,Indonesia

Publisher

IEEE

Reference36 articles.

1. Probabilistic Weighted induced Multi-Class Support Vector Machines for Face Recognition

2. A Review of Histogram Equalization Techniques in Image Enhancement Application

3. The optimal thresholding technique for image segmentation using fuzzy otsu method;rambabu;Int J Appl Eng Res,2015

4. Classification of coffee bean degree of roast using image processing and neural network;sarino;Int J Sci Technol Res,2019

5. An improved method to construct basic probability assignment based on the confusion matrix for classification problem

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1. Low-cost IoT-based multichannel spectral acquisition systems for roasted coffee beans evaluation: Case study of roasting degree classification using machine learning;Journal of Food Composition and Analysis;2024-09

2. Coffee Bean Roasting Levels Detection: A Systematic Review;2023 IEEE 7th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE);2023-11-29

3. Classification of Arabica Coffee Beans Based on Multi-Features Using Artificial Neural Networks;2023 1st International Conference on Advanced Engineering and Technologies (ICONNIC);2023-10-14

4. The color-texture features and machine learning approach for quality detection of coffee beans;2023 9th International Conference on Computer and Communication Engineering (ICCCE);2023-08-15

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