Dimensionality reduction in text classification for spam detection using recu…
Nowadays many devices having the capability of receiving emails worldwide. Since there is a large number of the availability of accessing email, this also affected to the distribution of spam and o…
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- 179
Development of Iris Segmentation Module for Iris Based Biometrics Identificat…
Security threats have become serious topics in this world. This condition led identification technology shift into biometrics. Iris is considered as the most accurate and reliable identification sy…
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- 1622
Comparison of Principal Component Analysis (PCA) and Linear Discriminant Anal…
Face Recognition begins with extracting the coordinates of features such as width of mouth, width of eyes, pupil, and compare the result with the measurements stored in the database and return the …
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- 1609
Enhancing auto-tracking feature in video-based 2-dimensional motion capture
A precise and low error rate auto-tracking system in motion capture is very essential since it can save time for researcher to analyze a movement and give accurate results. Accurate data about huma…
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- 450
Evaluation of feature subset selection algorithms for biological data analysis
Due to the rapid growth of bioinformatics and biological computing, high dimensional biological data are often encountered. High dimensional biological data comes with unique challenges such as cur…
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- 452
An evaluation of feature extraction algorithms for automatic language transcr…
In order to preserve and extract the implicit knowledge of ancient Javanese manuscript, a system is required to scan and translate these manuscripts. The problem faced is the fact that most of thes…
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- 523
A study on text classification for webmining based spatio temporal analysis o…
Tropical diseases such as Dengue Fever, Malaria and Bird Flu have become epidemic and particular problem in Indonesia. As the number of such cases increases, the availability of information regardi…
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- 529
Optimized sampling with clustering approach for large intrusion detection data
Data mining is a process of discovering useful information from a data set. In data mining, there is a classification technique that depends on sampling accuracy to acquire a more accurate result i…
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- 533
A study on classification algorithm for intrusion detection system (data mini…
The objective of this thesis is to find the best classification algorithm that will be used for Intrusion Detection System. The scope of this thesis work is usinf KDD CUP 1999 data and Weka classif…
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- 537
Foreign exchange rate prediction between indonesian rupiah and us dollar usin…
Transductive learning which is focused on creating the local or individual model is expected to have the capability to solve the exchange rate prediction problem, especially for the fluctuation of …
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- 542
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