Volume 15, Issue 6 (2019) | Journal of Computer Science

New Information Content Glossary Relatedness (ICGR) Approach for Short Text Similarity (STS) Tasks

Ali Muftah BenOmran — 2018-06-05

Journal of Computer Science, Published online: 5 June 2018; doi:10.3844/jcssp.2019.769.784

The measurement of the relatedness of word semantics based on complementary Wikipedia and WordNet-based methods takes two forms, combined and integrative, which are aimed at increasing the semantic sp...

Performance Analysis of Deep Learning Libraries: TensorFlow and PyTorch

Felipe Florencio — 2019-04-11

Journal of Computer Science, Published online: 11 April 2019; doi:10.3844/jcssp.2019.785.799

Through the increase in deep learning study and use, in the last years there was a development of specific libraries for Deep Neural Network (DNN). Each one of these libraries has different performanc...

An Automatic Transformation Method from the E3value Model to IFML Model: An MDA Approach

Nassim Kharmoum — 2019-06-12

Journal of Computer Science, Published online: 12 June 2019; doi:10.3844/jcssp.2019.800.813

Nowadays the software industry has known a significant growth, while the end-users have become very demanding. In this sense, the model transformation has become one of the essential solutions to ensu...

Real Time Anomaly Detection in Massive Data Streams with ELK Stack

Jakup Fondaj — 2019-06-17

Journal of Computer Science, Published online: 17 June 2019; doi:10.3844/jcssp.2019.814.823

Real time anomaly detection is very popular topic nowadays this because the number of data generated every day is larger and larger. Facing with the phenomena of Big Data is not an easy task. The main...

Speech to Text in Indonesian Personal Assistant

Intan Sari Areni — 2019-06-19

Journal of Computer Science, Published online: 19 June 2019; doi:10.3844/jcssp.2019.824.831

Short Message Service (SMS) is one of the most often used features on smartphones. Delivery of SMS messages while driving can interrupt driver’s concentrations that may lead to an accident. Hence, S...

An Ontological Approach for Dental Extraction Decision Making and Knowledge Dissemination – A Pilot Study for Dental Extraction Forceps

Shanmuganathan Vasanthapriyan — 2019-06-24

Journal of Computer Science, Published online: 24 June 2019; doi:10.3844/jcssp.2019.832.843

Tooth extraction is one of the most usual surgical procedure in the field of dental. Not having proper knowledge of tooth and extraction instruments may cause too much complexity in extraction procedu...

A New Database Encryption Model Based on Encryption Classes

Karim El Bouchti — 2019-06-26

Journal of Computer Science, Published online: 26 June 2019; doi:10.3844/jcssp.2019.844.854

Data encryption is one of the advanced measures used to consolidate data security inside Databases. It is an essential technique to protect data against theft, disclosure or modification from differen...

Crypto-Watermarking of Images based on the Permutation on Z/pZ and the Wavelet Decompositions of Legall 5/3

Younes Benlcouiri — 2019-06-26

Journal of Computer Science, Published online: 26 June 2019; doi:10.3844/jcssp.2019.855.860

In this work, we are interested in the insertion of the watermarking of digital images in the frequency domain. The algorithm proposed uses the transformed into wavelet Legall 5/3 on an image encrypte...

Applying Neural Network-Based Approach to Sickle Cell Disease-Related Pain Classification

Zacchaeus Omogbadegun — 2019-06-28

Journal of Computer Science, Published online: 28 June 2019; doi:10.3844/jcssp.2019.861.872

Sickle Cell Disease (SCD), an inherited Red Blood Cell (RBC) disorder, is characterized by anaemia, end-organ damage, unpredictable episodes of pain and early mortality. SCD affects 25% of people livi...

Extended Trigger Terms for Extracting Adverse Drug Reactions in Social Media Texts

Rami Naim Mohammad Yousef — 2019-06-29

Journal of Computer Science, Published online: 29 June 2019; doi:10.3844/jcssp.2019.873.879

Adverse Drug Reaction (ADR) is a disorder caused by taking medications. Studies have addressed extracting ADRs from social networks where users express their opinion regarding a specific medication. E...