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IJITCS Vol. 13, No. 3, Jun. 2021

IoT Bus Navigation System with Optimized Routing using Machine Learning

Samer I. Mohamed, Muhamed Abdelhadi

Visualization & Prediction of COVID-19 Future Outbreak by Using Machine Learning

Ahmed Hassan Mohammed Hassan, Arfan Ali Mohammed Qasem, Walaa Faisal Mohammed Abdalla, Omer H. Elhassan

Building and Annotating a Codeswitched Hate Speech Corpora

Edward Ombui, Lawrence Muchemi, Peter Wagacha

Bug Severity Prediction using Keywords in Imbalanced Learning Environment

Jayalath Ekanayake

Traffic Sign Detection and Recognition Model Using Support Vector Machine and Histogram of Oriented Gradient

Nabil Ahmed, Sifat Rabbi, Tazmilur Rahman, Rubel Mia, Masudur Rahman

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IJITCS Vol. 13, No. 2, Apr. 2021

Comparative Analysis of Three Improved Deep Learning Architectures for Music Genre Classification

Quazi Ghulam Rafi, Mohammed Noman, Sadia Zahin Prodhan, Sabrina Alam, Dip Nandi

Transient Process at Atmospheric Discharge into the Landline and the Appearance of an Electric Arc in the Switch

Slobodan N. Bjelić, Filip N. Marković, Nenad A. Marković

Investigation of Different Machine Learning Algorithms to Determine Human Sentiment Using Twitter Data

Golam Mostafa, Ikhtiar Ahmed, Masum Shah Junayed

A Survey Based Study on Fog Computing Awareness

Zainab Javed, Waqas Mahmood

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IJITCS Vol. 13, No. 1, Feb. 2021

Duration Estimation Models for Open Source Software Projects

Donatien Koulla Moulla, Alain Abran, Kolyang

Multi-agent System for Management of Data from Electrical Smart Meters

Yazid Hambally Yacouba, Amadou Diabagaté, Abdou Maiga, Adama Coulibaly

Evaluation of TSP for Emergency Routing

A. G. M. Zaman, Sajib Hasan, Mohammad Samawat Ullah

ADPBC: Arabic Dependency Parsing Based Corpora for Information Extraction

Sally Mohamed, Mahmoud Hussien, Hamdy M. Mousa

Content-based Fish Classification Using Combination of Machine Learning Methods

S.M. Mohidul Islam, Suriya Islam Bani, Rupa Ghosh

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IJITCS Vol. 12, No. 6, Dec. 2020

Applying Clustering and Topic Modeling to Automatic Analysis of Citizens’ Comments in E-Government

Gunay Y. Iskandarli

FBSEM: A Novel Feature-Based Stacked Ensemble Method for Sentiment Analysis

Yasin Görmez, Yunus E. Işık, Mustafa Temiz, Zafer Aydın

Active Selection Constraints for Semi-supervised Clustering Algorithms

Walid Atwa, Abdulwahab Ali Almazroi

Case-Based Reasoning Framework for Malaria Diagnosis

Eshetie Gizachew Addisu, Abiot Sinamo Boltena, Samson Yohannes Amare

Managing Data Diversity on the Internet of Medical Things (IoMT)

Iram Mehmood, Sidra Anwar, AneezaDilawar, IsmaZulfiqar, Raja Manzar Abbas

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IJITCS Vol. 12, No. 5, Oct. 2020

Data Mining Methods for Detecting the Most Significant Factors Affecting Students’ Performance

Mohammed Abdullah Al-Hagery, Maryam Abdullah Alzaid, Tahani Soud Alharbi, Moody Abdulrahman Alhanaya

God Class Refactoring Recommendation and Extraction Using Context based Grouping

Tahmim Jeba, Tarek Mahmud, Pritom S. Akash, Nadia Nahar

A Remote Access Security Model based on Vulnerability Management

Samuel Ndichu, Sylvester McOyowo, Henry Okoyo, Cyrus Wekesa

Tracking Area Boundary-aware Protocol for Pseudo Stochastic Mobility Prediction in LTE Networks

Vincent Omollo Nyangaresi, Silvance O. Abeka, Anthony J. Rodrigues

Mask R-CNN for Geospatial Object Detection

Dalal AL-Alimi, Yuxiang Shao, Ahamed Alalimi, Ahmed Abdu

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IJITCS Vol. 12, No. 4, Aug. 2020

Knowledge Extraction Methods as a Measurement Tool of Depression Discovery in Saudi Society

Mohammed Abdullah Al-Hagery, Sara Saleh Alfaozan, Hajar Abdulrahman Alghofaily, Mohammed A. Hadwan

Chaotic Dynamics of Complex Logistic Map in I-Superior Orbit

Shafali Agarwal

Enhancement of Single Document Text Summarization using Reinforcement Learning with Non-Deterministic Rewards

K.Karpagam, A. Saradha, K. Manikandan, K. Madusudanan

Prediction Models for Diabetes Mellitus Incidence

Awoyelu I. O., Ojewande A. O., Kolawole B. A., Awoyelu T. M.

Web Vulnerability Finder (WVF): Automated Black- Box Web Vulnerability Scanner

Muhammad Noman Khalid, Muhammad iqbal, Kamran Rasheed, Malik Muneeb Abid

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IJITCS Vol. 12, No. 3, Jun. 2020

Utilizing Neural Networks for Stocks Prices Prediction in Stocks Markets

Ahmed S. Mahedy, Abdelazeem A. Abdelsalam, Reham H. Mohamed, Ibrahim F. El-Nahry

Load Balancing Optimization Based On Deep Learning Approach in Cloud Environment

Amanpreet Kaur, Bikrampal Kaur, Parminder Singh, Mandeep Singh Devgan, Harpreet Kaur Toor

Content-Based Image Retrieval Using Color Layout Descriptor, Gray-Level Co-Occurrence Matrix and K-Nearest Neighbors

Md. Farhan Sadique, S M Rafizul Haque

Prediction of Defect Prone Software Modules using MLP based Ensemble Techniques

Ahmed Iqbal, Shabib Aftab

Forecasting Stock Market Trend using Machine Learning Algorithms with Technical Indicators

Partho Protim Dey, Nadia Nahar, B M Mainul Hossain

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IJITCS Vol. 12, No. 2, Apr. 2020

An Analysis of Key Factors to Mobile Health Adoption using Fuzzy AHP

Farhad Lotfi, Kimia Fatehi, Nasrin Badie

Real-Time Tree Counting Android Application and Central Monitoring System

Ahmet Ali Süzen, Remzi Gürfidan, Kıyas Kayaalp, Mehmet Ali Şimşek

Groundwater Arsenic and Health Risk Prediction Model using Machine Learning for T.M Khan Sindh, Pakistan

Sobia iftikhar, Sania Bhatti, Mohsin A. Memon, Zulfiqar A. Bhatti

A Web-based Portal for Ornamental Plants and Flowers in Arusha City, Tanzania

Kenneth Patrick Asiimwe, Dina Machuve, Mussa Ally Dida

Quantum-dot Controlled Electronic Block Triggering a Quantum Computation Procedure

Vladimir К. Voronov

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IJITCS Vol. 12, No. 1, Feb. 2020

A New Approach to Develop Collaborative Ontology based BPMN Case Study: Generation of Fiscal Code

Meryam El mrini, El hassan Megder, Mostafa El yassa

Fuzzy Logic Based PID Auto Tuning Method of QNET 2.0 VTOL

Murk Junejo, Arbab Nighat Kalhoro, Arsha Kumari

A Design of MIMO System Based on Y-Shaped with QSCS for UWB Applications

Nada M. Khalil Al-Ani, Oras A. Shareef Al-Ani, Mahmood F. Mosleh, Read A. Abd-Alhameed

Statistical and Machine Learning Analysis of Impact of Population and Gender Effect in GDP of Bangladesh: A Case Study

Rayhan Ahmed, Ashfaq Ali Shafin

An Improved Classification Model for Fake News Detection in Social Media

Bodunde Akinyemi, Oluwakemi Adewusi, Adedoyin Oyebade

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IJITCS Vol. 11, No. 12, Dec. 2019

ComPer: A Comprehensive Performance Evaluation Method for Recommender Systems

Alaa Alslaity, Thomas Tran

Sentiment Analysis of RSS Feeds on Sports News – A Case Study

Khalid Mahboob, Fayyaz Ali, Hafsa Nizami

A Comparative Analysis of Tools for Testing the Security Protocols

Reham Abdellatif Abouhogail

Dynamic Resource Discovery Scheme for Vehicular Cloud Networks

Mahantesh G. Kambalimath, Mahabaleshwar S. Kakkasageri

An Efficient Framework for Hand Gesture Recognition based on Histogram of Oriented Gradients and Support Vector Machine

Ahmed Abdal Shafi Rasel, Mohammad Abu Yousuf

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IJITCS Vol. 11, No. 11, Nov. 2019

Retrieval of Complex Named Entities on the Web: Proposals for Similarity Computation

Armel Fotsoh, Christian Sallaberry, Annig Le Parc Lacayrelle

A Novel Image Encryption Scheme Based on Reversible Cellular Automata and Chaos

Zeinab Mehrnahad, AliMohammad Latif

Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning

Ashutosh Kumar Tiwari, Sandeep Varma Nadimpalli

Stakeholders’ Attitude on the Use of ICT Tools for Sustainable Propagation of Indigenous Knowledge in Tanzania: A Case of Traditional Medical Knowledge of Medicinal Plants

Irene Evarist Beebwa, Janeth Marwa, Musa Chacha, Mussa Ally Dida

Performance Analysis of Resampling Techniques on Class Imbalance Issue in Software Defect Prediction

Ahmed Iqbal, Shabib Aftab, Faseeha Matloob

A Web-Based Skin Disease Diagnosis Using Convolutional Neural Networks

Samuel Akyeramfo-Sam, Acheampong Addo Philip, Derrick Yeboah, Nancy Candylove Nartey, Isaac Kofi Nti

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IJITCS Vol. 11, No. 10, Oct. 2019

Discovering the Maximum Clique in Social Networks Using Artificial Bee Colony Optimization Method

Sepide Fotoohi, Shahram Saeidi

Robust Monocular Visual Odometry Trajectory Estimation in Urban Environments

Ahmed Abdu, Hakim A. Abdo, Al-Alimi Dalal

MGF Analysis of Spatial Diversity Combiner over Composite Fading Channel

Robert O. Abolade, Zachaeus K. Adeyemo, Isaac A. Ojedokun, Samson I. Ojo

The Impact of Web Contents Color Contrast on Human Psychology in the Lens of HCI

Ahamed. M Mithun, Z. Abu Bakar, Wael. M. S. Yafooz

An Association Prediction Model: GECOL as a Case Study

Ashraf Mohammed Abusida, Yasemin Gültepe

Research Based Solution for Linking Higher Learning Institutions Students to Relevant Companies for Field Attachment

Erick R. Samwi, Kisangiri Michael, Sabine Moebs

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IJITCS Vol. 11, No. 9, Sep. 2019

Using Machine Learning Algorithms to Predict First-generation College Students’ Six-year Graduation: A Case Study

Zhixin Kang

Enterprise Architecture Measurement: An Extended Systematic Mapping Study

Ammar Abdallah, Alain Abran

Application of Cauchy (Lipschitz) Criterion for Obtaining Theoretical Models of Atmosphere Striking Overvoltages

Slobodan N. Bjelić, Nenad A. Marković, Zorica S. Bogićević, Igor S. Bjelić

Feature Selection to Classify Healthcare Data using Wrapper Method with PSO Search

Thinzar Saw, Phyu Hnin Myint

Enhanced PROBCONS for Multiple Sequence Alignment in Cloud Computing

Eman M. Mohamed, Hamdy M. Mousa, Arabi E. keshk

Text Extraction from Natural Scene Images using OpenCV and CNN

Vaibhav Goel, Vaibhav Kumar, Amandeep Singh Jaggi, Preeti Nagrath

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IJITCS Vol. 11, No. 8, Aug. 2019

An Implementation of the Finite Differences Method for the Two-Dimensional Rectangular Cooling Fin Problem

Thiago N. Rodrigues

A Parallel Evolutionary Search for Shortest Vector Problem

Gholam Reza Moghissi, Ali Payandeh

Ensemble Approach for Twitter Sentiment Analysis

Dimple Tiwari, Nanhay Singh

MeDevice: A Mobile – Based Diagnosis of Common Human Illnesses using Neuro – Fuzzy Expert System

Johaira U. Lidasan, Martina P. Tagacay

Application of an Enhanced Self-adapting Differential Evolution Algorithm to Workload Prediction in Cloud Computing

M. A. Attia, M. Arafa, E. A. Sallam, M. M. Fahmy

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IJITCS Vol. 11, No. 7, Jul. 2019

A Robust Functional Minimization Technique to Protect Image Details from Disturbances

Robiul Islam, Chen Xu, Yu Han, Sanjida Sultana Putul, Rana Aamir Raza

A Failure Detector for Crash Recovery Systems in Cloud

Bharati Sinha, Awadhesh Kumar Singh, Poonam Saini

A hybrid Technique for Cleaning Missing and Misspelling Arabic Data in Data Warehouse

Mohammed Abdullah Al-Hagery, Latifah Abdullah Alreshoodi, Maram Abdullah Almutairi, Suha Ibrahim Alsharekh, Emtenan Saad Alkhowaiter

Automating Text Simplification Using Pictographs for People with Language Deficits

Mai Farag Imam, Amal Elsayed Aboutabl, Ensaf H. Mohamed

Evaluating and Comparing Size, Complexity and Coupling Metrics as Web Applications Vulnerabilities Predictors

Mohammed Zagane, Mustapha Kamel Abdi

A Stochastic Model for Simple Document Processing

Pierre MOUKELI MBINDZOUKOU, Arsène Roland MOUKOUKOU, David NACCACHE, Nino TSKHOVREBASHVILI

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IJITCS Vol. 11, No. 6, Jun. 2019

Improving the Reliability of Churn Predictions in Telecommunication Sector by Considering Customer Region

Lian-Ying Zhou, Louis K. Boateng, Daniel M. Amoh, Andrews A. Okine

Off-line Sindhi Handwritten Character Identification

Arsha Kumari, Din Muhammad Sangrasi, Sania Bhatti, Bhawani Shankar Chowdhry, Sapna Kumari

Evaluation of Oil Viscosity Based Various Empirical Correlations for Azerbaijan Crude Oils

Yadigar N. Imamverdiyev, Makrufa Sh. Hajirahimova

Shortcomings of Ultrasonic Obstacle Detection for Vehicle Driver Assistance and Profiling

James I. Obuhuma, Henry O. Okoyo, Sylvester O. McOyowo

A New Similarity Measure Based on Simple Matching Coefficient for Improving the Accuracy of Collaborative Recommendations

Vijay Verma, Rajesh Kumar Aggarwal

Towards a Meta-Modeling and Verification Approach of Multi-Agent Systems Based on the Agent Petri Net Formalism

Amel Dembri, Mohammed Redjimi

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IJITCS Vol. 11, No. 5, May. 2019

A Data Analysis of the Academic use of Social Media

Dawn Carmichael, Jacqueline Archibald

Autonomous Virtual Machine Sizing and Resource Usage Prediction for Efficient Resource Utilization in Multi-Tenant Public Cloud

Derdus M. Kenga, Vincent O. Omwenga, Patrick J. Ogao

Development of Models of Manufacturing Processes of Innovative Products at Different Levels of Management

Alovsat G. Aliyev

Secured Biometric Identification: Hybrid Fusion of Fingerprint and Finger Veins

Youssef Elmir, Naim Khelifi

Development of Aggression Detection Technique in Social Media

Shah Zaib, Muhammad Asif, Maha Arooj

Factors Affecting Users’ Measure of Interest: A Study of the Effect of Task, Document Difficulty and Document Familiarity

Stephen Akuma, Chrisina Jayne