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Open AccessArticle
11 Pages, 847 KB Download PDF

Dependence-Based Segmentation Approach for Detecting Morpheme Boundaries

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 100–110, 2017; DOI: 10.25046/aj020314
Abstract:

The unsupervised morphology processing in the emerging mutant languages has the advantage over the human/supervised processing of being more agiler. The main drawback is, however, their accuracy. This article describes an unsupervised morphemes identification approach based on an intuitive and formal definition of event dependence. The input is no more than a plain text of…

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(This article belongs to the Special issue on Recent Advances in Engineering Systems 2017 & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
7 Pages, 877 KB Download PDF

Detection of Vandalism in Wikipedia using Metadata Features – Implementation in Simple English and Albanian sections

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 4, Page # 1–7, 2017; DOI: 10.25046/aj020401
Abstract:

In this paper, we evaluate a list of classifiers in order to use them in the detection of vandalism by focusing on metadata features. Our work is focused on two low resource data sets (Simple English and Albanian) from Wikipedia. The aim of this research is to prove that this form of vandalism detection applied…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessReview
7 Pages, 729 KB Download PDF

Recent Trends in ELM and MLELM: A review

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 1, Page # 69–75, 2017; DOI: 10.25046/aj020108
Abstract:

Extreme Learning Machine (ELM) is a high effective learning algorithm for the single hidden layer feed forward neural networks. Compared with the existing neural network learning algorithm it solves the slow training speed and over-fitting problems. It has been used in different fields and applications such as biomedical engineering, computer vision, remote sensing, chemical process…

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(This article belongs to the Special Issue on Computer Systems, Information Technology, Electrical and Electronics Engineering 2017 & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
9 Pages, 1,697 KB Download PDF

A Web-Based Decision Support System for Evaluating Soil Suitability for Cassava Cultivation

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 1, Page # 42–50, 2017; DOI: 10.25046/aj020105
Abstract:

Precision agriculture in recent times had assumed a different dimension in order to improve on the poor standard of agriculture. Similarly, the upsurge in technological advancement, most especially in the aspect of machine learning and artificial intelligence, is a promising trend towards a positive solution to this problem. Therefore, this research work presents a decision…

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(This article belongs to the Special Issue on Computer Systems, Information Technology, Electrical and Electronics Engineering 2017 & Section Metallurgy & Metallurgical Engineering (MME))
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