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Optimizing support vector machine parameters using particle swarm optimizationOptimisasi Parameter Support Vector Machine Menggunakan Algoritme Particle Swarm Optimization
(2010)
Support vector machine (SVM) is a popular classification method which is known to have a robust generalization capability. SVM calculates the best linear separator on the input feature space according to the training data. ...
Sistem Klasifikasi Khasiat Formula Jamu dengan Metode Support Vector Machine
(2013)
Jamu is made from natural materials such as roots, leaves, wood and fruits. The composition of jamu formula is usually constructed based on empirical data or personal experiences. Jamu has many variations of formula. Thus, ...
Identifikasi Jenis Shorea (Meranti) Menggunakan Algoritme Voting Feature Intervals 5 Berdasarkan Karakteristik Morfologi Daun
(2012)
Shorea (Meranti) is the major timber-producing genera of the family Dipterocarpaceae. Dipterocarpaceae produce very high quality timber in the tropical rain forest region of Asia and has very high commercial value in the ...
Document Classification Using Background SmoothingKlasifikasi Dokumen Menggunakan Background Smoothing
(2010)
Naïve Bayes Classifier (NBC) is one of the methods for text or document classification. A common problem that often occurs on NBC method is data sparsity, especially when the size of training data is too small. One way to ...
Document Classification Using Background SmoothingKlasifikasi Dokumen Menggunakan Background Smoothing
(2010)
Naïve Bayes Classifier (NBC) is one of the methods for text or document classification. A common problem that often occurs on NBC method is data sparsity, especially when the size of training data is too small. One way to ...
Klasifikasi Debitur Kartu Kredit dengan Pemilihan Fitur Menggunakan Voting Feature Intervals 5
(2013)
Provision of credit cards for customers is one of the ways to obtain profit in banking activities which cause risks of losses if the customer frequently delinquent the payments. Therefore, it is important to know the banking ...
Sistem Klasifikasi Khasiat Formula Jamu Dengan Metode Voting Feature Interval 5
(2014)
Jamu is Indonesian traditional medicine consisting of foliage, fruits, roots and other ingredients natural materials. Herbal medicine has variations of formula comprising a combination of hundreds of medicinal plants herbal ...
Pengenalan wajah dengan partisi citra menggunakan VFI5 berbasis histogram
(IPB (Bogor Agricultural University), 2011)
Research in face recognition is motivated not only by the fundamental challenges this recognition problem poses but also by numerous practical applications where human identification is needed. Face recognition, as one of ...
Klasifikasi Sayap Lebah Apis Cerana dan Apis Koschevnikovi Menggunakan Conditional Inference Tree
(2015)
The wing of a bee is one of its biometric features. The structure of the wing venation pattern is a unique identifier that distinguishes types of bees. Venation structure looks similar so that it is difficult to distinguish ...
Klasifikasi Data Spasial untuk Kemunculan Hotspot di Provinsi Riau Menggunakan Algoritme ID3
(2014)
Forest fire is one of the environmental issues that occurs almost every year in Indonesia including in Riau Province, which causes negative impacts for human life. The large data of hotspot distribution can be analyzed ...