Jamila Mustafina

According to our database, Jamila Mustafina authored at least 77 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Transfer Learning for Classification of Alzheimer's Disease Based on Genome Wide Data.

Abbas Saad Alatrany, Wasiq Khan, Abir Jaafar Hussain, Jamila Mustafina, Dhiya Al-Jumeily

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

A Virtual Reality Lab for Automotive Service Specialists: A Knowledge Transfer System in the Digital Age.

Irina Makarova, Jamila Mustafina, Aleksey Boyko, Larisa Fatikhova, Gleb Parsin, Polina Buyvol, Vladimir D. Shepelev

Inf., 2023

Enhancing Stock Price Forecasting: Integrating Supply Chain Factors into LSTM Models and Comparative Performance Analysis.

Minggao Zhou, Shatha Ghareeb, Zia Ush-Shamszaman, Jamila Mustafina

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Research and Implementation of Handwritten Chinese Character Recognition Based on Deep Learning Algorithm.

Zhiying Wang, Shatha Ghareeb, Jamila Mustafina, Zia Ush-Shamszaman

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Job-Matching Chatbots Powered by T5: A Comparative Performance Study with GPT-2.

Saba Soltanmohammadi, Zia Ush-Shamszaman, Shatha Ghareeb, Jamila Mustafina

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

A Study on Data-Driven Energy Forecasting: a Machine Learning Perspective.

Sharath Menon, Nailya Sultanova, Manoj Jayabalan, Jamila Mustafina

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Using Simulation for Investigating Emergency Traffic Situations.

Irina Makarova, Gulnara Yakupova, Polina Buyvol, Eduard M. Mukhametdinov, Albert Abashev, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Improvement of the Personnel Delivery System in the Mining Complex using Simulation Models.

Irina Makarova, Gulnaz Mavlyautdinova, Vadim G. Mavrin, Polina Buyvol, Abbas Saad Alatrany, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Using Simulation to Evaluate Parking Space Efficiency.

Irina Makarova, Alla Krivonogova, Alexander Voroshilov, Larisa Fatikhova, Eduard Tsybunov, Jamila Mustafina

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Sign Language Recognition using Deep Learning.

Mohammed Mahyoub, Friska Natalia, Sud Sudirman, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

A Novel Predictive Model for Housing Loan Default using Feature Generation and Explainable AI.

Mohamed Mahyoub, Shatha Ghareeb, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Identify Type of Lung Infection from Lung Patients X-RAY Image LIVERAGING Computer Vision.

Mohammed Mahyoub, Thomas Coombs, Manoj Jayabalan, Jamila Mustafina, Abir Hussain

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

AIRBNB Price Prediction Using Machine Learning.

Mohammed Mahyoub, Ali Al Ataby, Yog Upadhyay, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Tomato Plant Leaf Disease Classification Using Deep Learning.

Anil R. Ghodekar, Nailya Sultanova, Manoj Jayabalan, Jamila Mustafina

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Analysis of Feature Selection and Phishing Website Classification Using Machine Learning.

Shatha Ghareeb, Mohammed Mahyoub, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

A comparative Time Series analysis of the different categories of items based on holidays and other events.

Shatha Ghareeb, Mohammed Mahyoub, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Gas Turbine - CO & NOx Emission Data Analysis With Predictive Modelling Using ML/AI Approaches.

Ankit Singh Dalal, Nailya Sultanova, Manoj Jayabalan, Jamila Mustafina

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Identifying a Student as a Subject of Educational Activity: Methodology and Web-based Application.

Natalya Chernova, Raisa Akhunzyanova, Abbas Alatrani, Jamila Mustafina

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Utilizing Ensemble Approach for Predictive Customer Clustering Analysis with Unsupervised Cluster Labeling.

Micheal Atunwa, Zia Ush-Shamszaman, Ghareeb Rashed Shatha, Jamila Mustafina

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Perspectives on industry 4.0 awareness among undergraduate IT students in IRAQ: University of Anbar as a case study.

Ahmed J. Aljaaf, Mohammed Khalaf, Mushtak T. S. Neda Al-Ouqaili, Dhiya Al-Jumeily, Jamila Mustafina, Aysha Al-Rawi, Maha M. Rasheed

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023

Comparison of Machine Learning Algorithms for classification of Late Onset Alzheimer's disease.

Abbas Saad Alatrany, Abir Hussain, Saad S. J. Alatrany, Jamila Mustafina, Dhiya Al-Jumeily

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Automated Plant Disease Diagnosis in Apple Trees Based on Supervised Machine Learning Model.

Palash Aich, Ali Al Ataby, Mohammed Mahyoub, Jamila Mustafina, Yog Upadhyay

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

2022

Machine Learning Approaches and Applications in Genome Wide Association Study for Alzheimer's Disease: A Systematic Review.

Abbas Saad Alatrany, Abir Jaafar Hussain, Jamila Mustafina, Dhiya Al-Jumeily

IEEE Access, 2022

Language in Artificial Neural Network Training.

Jamila Mustafina, Leysan Musina, Khayrullin Askar, Tara McKeown, Dmitry Jdanov

Proceedings of the Artificial Intelligence and Online Engineering - Proceedings of the 19th International Conference on Remote Engineering and Virtual Instrumentation, British University, Cairo, Egypt, 28 February, 2022

Automatic Curriculum Scheduling in the Context of Learning Analytics.

Jamila Mustafina, Lenar Galiullin, Aigul Khanova, Evgeniya Maklakova, Ahmed J. Aljaaf

Proceedings of the Artificial Intelligence and Online Engineering - Proceedings of the 19th International Conference on Remote Engineering and Virtual Instrumentation, British University, Cairo, Egypt, 28 February, 2022

Suicide Ideation Detection: A Comparative Study of Sequential and Transformer Hybrid Algorithms.

Aniket Verma, Matthew Harper, Sulaf Assi, Abdullah Al-Hamid, Maitham G. Yousif, Jamila Mustafina, Noor Azma Ismail, Dhiya Al-Jumeily Obe

Proceedings of the Data Science and Emerging Technologies, 2022

Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics.

Saravanan Murugan, Sulaf Assi, Abbas Saad Alatrany, Manoj Jayabalan, Panagiotis Liatsis, Jamila Mustafina, Abdullah Al-Hamid, Maitham G. Yousif, Ahmed Kaky, Danny Ngo Lung Yao, Dhiya Al-Jumeily Obe

Proceedings of the Data Science and Emerging Technologies, 2022

Machine Learning Techniques for Predicting Risks of Late Delivery.

Ravikanth Lolla, Matthew Harper, Jan Lunn, Jamila Mustafina, Jolnar Assi, Chong Kim Loy, Dhiya Al-Jumeily Obe

Proceedings of the Data Science and Emerging Technologies, 2022

Evaluation of Extractive and Abstract Methods in Text Summarization.

Ranjita Kumari Biswal Lenka, Thomas Coombs, Sulaf Assi, Manoj Jayabalan, Jamila Mustafina, Panagiotis Liatsis, Abdullah Al-Hamid, Sahar Al-Sudani, Noor Lees Ismail, Dhiya Al-Jumeily Obe

Proceedings of the Data Science and Emerging Technologies, 2022

Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques.

Aditi Jain, Matthew Harper, Manoj Jayabalan, Jamila Mustafina, Wasiq Khan, Panagiotis Liatsis, Noor Lees Ismail, Dhiya Al-Jumeily

Proceedings of the Data Science and Emerging Technologies, 2022

Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention.

Shatheesh Kumar Govindarajulu, Megan Watson, Sulaf Assi, Manoj Jayabalan, Panagiotis Liatsis, Jamila Mustafina, Normaiza Mohamad, Kdasy Al-Muni, Dhiya Al-Jumeily Obe

Proceedings of the Data Science and Emerging Technologies, 2022

Quora Insincere Questions Classification Using Attention Based Model.

Snigdha Chakraborty, Megan Wilson, Sulaf Assi, Abdullah Al-Hamid, Maitham Alamran, Abdulaziz Al-Nahari, Jamila Mustafina, Jan Lunn, Dhiya Al-Jumeily Obe

Proceedings of the Data Science and Emerging Technologies, 2022

2021

Intelligent Systems in Translation to Assist in Engineers' Training.

Egor Petrov, Jamila Mustafina, Ahmed J. Aljaaf, Khayrullin Askar, Rustem R. Magizov

Proceedings of the Mobility for Smart Cities and Regional Development - Challenges for Higher Education, 2021

Digitalization of Engineering Education in Training for Industry 4.0.

Irina Makarova, Jamila Mustafina, Polina Buyvol, Eduard M. Mukhametdinov, Vadim G. Mavrin

Proceedings of the Mobility for Smart Cities and Regional Development - Challenges for Higher Education, 2021

Professional Self-identification of Student's Majoring in Engineering.

Ramilya Farakshina, Slavina Liliya, Jamila Mustafina, Nailya Nurutdinova, Khayrullin Askar, Ahmed Al-Jaaf, Mohamed Alloghani

Proceedings of the Mobility for Smart Cities and Regional Development - Challenges for Higher Education, 2021

A Novel Hybrid Machine Learning Approach Using Deep Learning for the Prediction of Alzheimer Disease Using Genome Data.

Abbas Saad Alatrany, Abir Hussain, Jamila Mustafina, Dhiya Al-Jumeily

Proceedings of the Intelligent Computing Theories and Application, 2021

AI in Skin Cancer Detection.

Haya Al-Askar, Rasul Almurshedi, Jamila Mustafina, Dhiya Al-Jumeily, Abir Hussain

Proceedings of the Intelligent Computing Theories and Application, 2021

Crime Geo Analytics Tool.

Muhammad Hamza, Jamila Mustafina, Jan Lunn, Wael Aljumaili

Proceedings of the 14th International Conference on Developments in eSystems Engineering, 2021

The Implementation of AI in Health and Medicine: Electronic Health Records Web Based on Integration of Logistic Regression Model for Diabetes Type 2 Prediction.

Rania Boudjemadi, Jamila Mustafina, Jan Lunn, Wael Aljumaili

Proceedings of the 14th International Conference on Developments in eSystems Engineering, 2021

Stacked Machine Learning Model for Predicting Alzheimer's Disease Based on Genetic Data.

Abbas Saad Alatrany, Abir Hussain, Jamila Mustafina, Dhiya Al-Jumeily

Proceedings of the 14th International Conference on Developments in eSystems Engineering, 2021

2020

Prospects of Machine and Deep Learning in Analysis of Vital Signs for the Improvement of Healthcare Services.

Mohamed Alloghani, Thar Baker, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf

Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020

Implementation of Machine Learning and Data Mining to Improve Cybersecurity and Limit Vulnerabilities to Cyber Attacks.

Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina, Thar Baker, Ahmed J. Aljaaf

Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020

Correction to: Implementation of machine learning algorithms to create diabetic patient re-admission profiles.

Mohamed Alloghani, Ahmed J. Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf

BMC Medical Informatics Decis. Mak., 2020

Novel Approach to Predict Ground-Level Ozone Concentration Using S-estimation and MM-Estimimation.

Ahmad Zia Ul-Saufie, Dhiya Al-Jumeily, Abir Hussain, Muqhlisah Muhamad, Jamila Mustafina, Fawaz Ghali, Thar Baker

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

On the Problems of SLAM Simulation for Mobile Robots in the Arctic Conditions.

Elvira Chebotareva, Tatyana Tsoy, Bulat Abbyasov, Jamila Mustafina, Edgar A. Martínez-García, Yang Bai, Mikhail M. Svinin

Proceedings of the Interactive Collaborative Robotics - 5th International Conference, 2020

Towards a Context-Aware Digital Government in Iraq: A Public Sector Employees' Perspective.

Gailan Shahoodh, Omar Al-Salman, Jamila Mustafina

Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020

The Application of Artificial Neural Networks in Learning Analytics.

Jamila Mustafina, Lenar Galiullin, Rustam Valiev, Mohammed Mahyoub

Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020

AI in Law Practices.

Tara McKeown, Jamila Mustafina, Rustem R. Magizov, Camila Gataullina

Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020

A Systematic Review of Artificial Neural Networks in Medical Science and Applications.

Omar Al-Salman, Jamila Mustafina, Gailan Shahoodh

Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020

A Systematic Review on Security and Privacy Issues in Mobile Devices and Systems.

Mohamed Alloghani, Thar Baker, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf

Proceedings of the Handbook of Computer Networks and Cyber Security, 2020

2019

Implementation of machine learning algorithms to create diabetic patient re-admission profiles.

Mohamed Alloghani, Ahmed J. Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf

BMC Medical Informatics Decis. Mak., 2019

A systematic review on the status and progress of homomorphic encryption technologies.

Mohamed Alloghani, Mohammed M. Alani, Dhiya Al-Jumeily, Thar Baker, Jamila Mustafina, Abir Hussain, Ahmed J. Aljaaf

J. Inf. Secur. Appl., 2019

A Perspective on Education to Support Industry 4.0: A Qualitative Case Study in UK.

Sin Ying Tan, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf, Mohamed Alloghani

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

Investigating the Mechanical and Durability Performance of Cement Mortar Incorporated Modified Fly Ash and Ground Granulated Blast Furnace Slag as Cement Replacement Materials.

Ali Abdulhussein Shubbar, Dhiya Al-Jumeily, Ahmed J. Aljaaf, Mohammed Alyafei, Monower Sadique, Jamila Mustafina

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

Smart Shunting and Monitoring of Hydrocephalus Patients.

O. Salih, H. B. Smadi, M. Messina, Conor Mallucci, Jamila Mustafina, Ahmed J. Aljaaf

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

Regions Approaching Industry 4.0 Era (Case Study - Languages in Mass Media).

Nailya Nurutdinova, Jamila Mustafina, Leisan Musina

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

Challenges for Language Education within the Industry 4.0: Case of California.

Slavina Liliya, Jamila Mustafina, Mohamed Alloghani, Ganieva Gulnara

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

Data Science Techniques to Support Prediction, Diagnosis and Recode Treatment of Alzheimer'S Disease.

Matthew Harper, Jamila Mustafina, Ahmed J. Aljaaf, Jan Lunn, Salwa Yasen, Fawaz Ghali

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

Application of Learning Analytics Tools in Learning Management Systems.

Lenar Galiullin, Jamila Mustafina, Egor Petrov, Rustem Valeev

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

An Insight into ICP Monitoring of Patients with Hydrocephalus using Data Science Approach.

Hiba Alsmadi, Ahmed J. Aljaaf, Abir Jaafar Hussain, Jamila Mustafina, Rawaa Al-Jumeily, Thar Baker, Conor Mallucci

Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

The Application of Artificial Intelligence Technology in Healthcare: A Systematic Review.

Mohamed Alloghani, Dhiya Al-Jumeily, Ahmed J. Aljaaf, Mohammed Khalaf, Jamila Mustafina, Sin Ying Tan

Proceedings of the Applied Computing to Support Industry: Innovation and Technology, 2019

2018

Applications of Machine Learning Techniques for Software Engineering Learning and Early Prediction of Students' Performance.

Mohamed Alloghani, Dhiya Al-Jumeily, Thar Baker, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf

Proceedings of the Soft Computing in Data Science - 4th International Conference, 2018

Learning Analytics and Serious Games: Analysis of Interrelation.

Egor V. Petrov, Jamila Mustafina, Mohamed Alloghani, Lenar Galiullin, Sin Ying Tan

Proceedings of the 11th International Conference on Developments in eSystems Engineering, 2018

Application of Learning Analytics in Higher Educational Institutions.

Jamila Mustafina, Lenar Galiullin, Dhiya Al-Jumeily, Egor Petrov, Mohamed Alloghani, Ahmed Kaky

Proceedings of the 11th International Conference on Developments in eSystems Engineering, 2018

Application of Machine Learning on Student Data for the Appraisal of Academic Performance.

Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Ahmed J. Aljaaf, Jamila Mustafina, Egor Petrov

Proceedings of the 11th International Conference on Developments in eSystems Engineering, 2018

Healthcare Services Innovations Based on the State of the Art Technology Trend Industry 4.0.

Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Ahmed J. Aljaaf, Jamila Mustafina, Egor Petrov

Proceedings of the 11th International Conference on Developments in eSystems Engineering, 2018

Data Science to Improve Patient Management System.

Mohamed Alloghani, Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Jamila Mustafina

Proceedings of the 11th International Conference on Developments in eSystems Engineering, 2018

H-Diary: Mobile Application for Headache Diary and Remote Patient Monitoring.

Ahmed J. Aljaaf, Dhiya Al-Jumeily, Thaaer kh. Asman, Abir Jaafar Hussain, Thar Baker, Mohamed Alloghani, Jamila Mustafina

Proceedings of the 11th International Conference on Developments in eSystems Engineering, 2018

Early Prediction of Chronic Kidney Disease Using Machine Learning Supported by Predictive Analytics.

Ahmed J. Aljaaf, Dhiya Al-Jumeily, Hussein M. Haglan, Mohamed Alloghani, Thar Baker, Abir Jaafar Hussain, Jamila Mustafina

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Study of Data Classification and Selection Techniques to Diagnose Headache Patients.

Ahmed J. Aljaaf, Conor Mallucci, Dhiya Al-Jumeily, Abir Hussain, Mohamed Alloghani, Jamila Mustafina

Proceedings of the Applications of Big Data Analytics, Trends, Issues, and Challenges., 2018

2017

Lumbar Spine Discs Labeling Using Axial View MRI Based on the Pixels Coordinate and Gray Level Features.

Ala S. Al Kafri, Sud Sudirman, Abir Jaafar Hussain, Paul Fergus, Dhiya Al-Jumeily, Hiba Al Smadi, Mohammed Khalaf, Mohammed Al-Jumaily, Wasfi Al-Rashdan, Mohammad Bashtawi, Jamila Mustafina

Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

Overview on Modern Serious Games for Regional and Minority Languages Promotion.

Egor Petrov, Jamila Mustafina, Mohamed Alloghani

Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

Distance Learning of Regional Languages: Comparative Analysis (Case Study: Tatarstan, Bashkortostan, Chuvashia, Udmurtia - Russian National Regions).

Nailya Nurutdinova, Jamila Mustafina, Liliya Mustafina, Mohammed Alghamdi

Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

Regional Languages in Cyberspace.

Slavina Liliya, Jamila Mustafina, Mark Alan

Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

Impacts and Benefits of Health Informatics in Saudi Arabia: A Weblink Pilot Project.

Jade Hind, Dhiya Al-Jumeily, Abir Jaafar Hussain, Naif Almughamisi, Mark Allen, Jamila Mustafina

Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

Electronic Educational Resource "Post-Graduate Foreign Language" and the Obtained Learning Curve.

Natalya Chernova, Jamila Mustafina

Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

2016

Cyber Security Risk Evaluation Research Based on Entropy Weight Method.

Thaier Hamid, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina

Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016