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Research ArticleOpen accessEvery word in the titleFuzzy ARTMAP Approach for Arabic Writer Identification using Novel Features FusionTanzila SabaArabic writer identification and associated tasks are still fresh due to huge variety of Arabic writer's styles. Current research presents a fusion of statistical features, extracted from fragments of Arabic handwriting samples to identify the writer using fuzzy ARTMAP classifier. Fuzzy ARTMP is supervised neural model, especially suited to classification problems. It is faster to train and need less number … …Journal of Computer Science, Vol. 14, Issue 2 · 7 Feb 2018 · 8,310 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleSynthesis of Feather Concentrate from Broiler Feather Waste using Different Chemical Hydrolysis Process and Effect on Its PropertiesMuhammad Irfan Said, Effendi Abustam, Wempie Pakiding et al.Feather waste, a resultant of livestock industry, has annually increased, but its existence has not been optimally utilized. Production of feather concentrate (Fc) is regarded a beneficial application to minimze the waste. The objective of the study was to evaluate the use of NaOH and HCl as a hydrolyzing agent in Fc preparation. The results showed that microstructural changes occurred … …OnLine Journal of Biological Sciences, Vol. 18, Issue 3 · 25 Jan 2018 · 7,545 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleA Multimodal Biometric System using Global Features for Identical Twins IdentificationBayan Omar Mohammed, Siti Mariyam ShamsuddinPattern recognition studies are currently focusing on twin’s biometric identification. The system of twins’ biometric Identification can potentially differentiate the individual’s biometric pattern. With the new Unimodal biometric identification, identical twins are precisely and reliably identified, with well exposure of certain traits. However, it is much more challenging to identify identical twins as they share so many similarities between them, … …Journal of Computer Science, Vol. 14, Issue 1 · 18 Jan 2018 · 8,021 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleCharacteristics of Feather Protein Concentrates Hydrolyzed Using Bacillus subtilis FNCC 0059Muhammad Irfan Said, Effendi Abustam, Farida Nur Yuliati, Muhammad Zain MideFermentation technology is one technology that can be applied in the process of hydrolysis and decomposition of keratin protein in chicken feather waste. The fermentation technology can use microbial bacteria as a decomposer to improve the digestibility of the Feather Waste (FW). The purpose of this study was to evaluate the properties of chicken feather waste and Feather Protein Concentrate … …OnLine Journal of Biological Sciences, Vol. 18, Issue 2 · 5 Jan 2018 · 7,279 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleFeatures Reweighting and Similarity Coefficient Based Method for Email Spam FilteringAli Ahmed, Ammar Ahmed E. Elhadi, Ahmed Osman Ali ElsiddigSpam is flooding the Internet with many copies of the same message, in an attempt to force the message on people who would not otherwise choose to receive it. Anti spam by determining whether or not an incoming email is spam has become an important problem. One of the main characters or the problem of Spam filtering is its high … …American Journal of Applied Sciences, Vol. 14, Issue 10 · 13 Oct 2017 · 7,810 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleCorrelating and Modeling of Extracted Features from PVT Images of Composites using Optical Flow Technique and Weight Elimination Algorithm Optimization [OFT-WEA]Mahmoud Zaki IskandaraniA new approach to the use and implementation of Optical Flow technique is presented. The technique extracts features from presented images as a function of reference image and produces percentage of matching between the reference and tested images. The new approach in using Optical Flow lies in replacing the motion part of the algorithm with differential time related changes in … …Journal of Computer Science, Vol. 13, Issue 9 · 29 Sep 2017 · 7,328 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleA Hybrid Feature Extraction Method for Accuracy Improvement in “Aksara Lontara” TranslationIntan Sari Areni, Asyraful Insan Asry, IndrabayuAn Optical Character Recognition (OCR) of “Aksara Lontara” has been constructed using a novel combination of feature extraction methods in this study. The ancient font of “Lontara” is then translated into Bahasa Indonesia to help non-native language to learn this language. Two powerful extraction feature methods, i.e., Modified Direction Feature (MDF) and Fourier Descriptor (FD) are stages combined to deal … …Journal of Computer Science, Vol. 13, Issue 9 · 27 Aug 2017 · 8,855 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleCommon Metamodel of Component Diagram and Feature Diagram in Generative ProgrammingMatija Novak, Ivan Magdalenić, Danijel RadoševićComponent-based software engineering and generative programming are common approaches in software engineering. Each approach has some benefits and domain of usage. Component-based development is used to build autonomous components that can be further combined in different ways, while generative programming is more suitable when building systems that have different variants. Before a variable component based system can be build, it … …Journal of Computer Science, Vol. 12, Issue 10 · 15 Dec 2016 · 7,686 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleEvaluation and Sociolinguistic Analysis of Text Features for Gender and Age IdentificationVasiliki Simaki, Iosif Mporas, Vasileios MegalooikonomouThe paper presents an interdisciplinary study in the field of automatic gender and age identification, under the scope of sociolinguistic knowledge on gendered and age linguistic choices that social media users make. The authors investigated and gathered standard and novel text features used in text mining approaches on the author's demographic information and profiling and they examined their efficacy in … …American Journal of Engineering and Applied Sciences, Vol. 9, Issue 4 · 25 Sep 2016 · 9,137 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleClassification of Breast Tumor in Mammogram Images Using Unsupervised Feature LearningAidarus M. Ibrahim, Baharum Baharudin, Abas Md Said, P. N. HashimahIn this study, we propose a learning-based approach using feature learning to minimize the manual effort required to extract features. Firstly, we extracted features from equally spaced sub-patches covering the input Region of Interest (ROI). The dimensionality of the extracted features is reduced using max-pooling. Furthermore, spherical k-means clustering coupled with max pooling (k-means-max pooling) is compared with well-known feature … …American Journal of Applied Sciences, Vol. 13, Issue 5 · 13 May 2016 · 7,503 accessesView PDFCite