Jamila Mustafina

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 76

Top Topics

Systematic Review

Learning Analytics

Top Venues

Publications

Ankit Singh Dalal, Nailya Sultanova, Manoj Jayabalan, Jamila Mustafina
Gas Turbine - CO & NOx Emission Data Analysis With Predictive Modelling Using ML/AI Approaches. DeSE (2023)
Ambar Saxena, Nailya Sultanova, Jamila Mustafina, Noor Lees Ismail
Artificial Intelligence (AI) Empowered Sign Language Recognition Using Hybrid Neural Networks. DaSET (2023)
Micheal Atunwa, Zia Ush-Shamszaman, Ghareeb Rashed Shatha, Jamila Mustafina
Utilizing Ensemble Approach for Predictive Customer Clustering Analysis with Unsupervised Cluster Labeling. DeSE (2023)
Karthi Dhayalan, Nailya Sultanova, Jamila Mustafina, Paridah Daud
Transformer-Based Named Entity Recognition Model - Tamil Language. DaSET (2023)
Mohammed Mahyoub, Ali Al Ataby, Yog Upadhyay, Jamila Mustafina
AIRBNB Price Prediction Using Machine Learning. DeSE (2023)
Zhiying Wang, Shatha Ghareeb, Jamila Mustafina, Zia Ush-Shamszaman
Research and Implementation of Handwritten Chinese Character Recognition Based on Deep Learning Algorithm. DeSE (2023)
Shatha Ghareeb, Mohammed Mahyoub, Jamila Mustafina
Analysis of Feature Selection and Phishing Website Classification Using Machine Learning. DeSE (2023)
Ahmed J. Aljaaf, Mohammed Khalaf, Mushtak T. S. Neda Al-Ouqaili, Dhiya Al-Jumeily, Jamila Mustafina, Aysha Al-Rawi, Maha M. Rasheed
Perspectives on industry 4.0 awareness among undergraduate IT students in IRAQ: University of Anbar as a case study. DeSE (2023)
Sharath Menon, Nailya Sultanova, Manoj Jayabalan, Jamila Mustafina
A Study on Data-Driven Energy Forecasting: a Machine Learning Perspective. DeSE (2023)
Mohammed Mahyoub, Friska Natalia, Sud Sudirman, Jamila Mustafina
Sign Language Recognition using Deep Learning. DeSE (2023)
Irina Makarova, Gulnara Yakupova, Polina Buyvol, Eduard M. Mukhametdinov, Albert Abashev, Jamila Mustafina
Using Simulation for Investigating Emergency Traffic Situations. DeSE (2023)
Saba Soltanmohammadi, Zia Ush-Shamszaman, Shatha Ghareeb, Jamila Mustafina
Job-Matching Chatbots Powered by T5: A Comparative Performance Study with GPT-2. DeSE (2023)
Mohamed Mahyoub, Shatha Ghareeb, Jamila Mustafina
A Novel Predictive Model for Housing Loan Default using Feature Generation and Explainable AI. DeSE (2023)
Shatha Ghareeb, Mohammed Mahyoub, Jamila Mustafina
A comparative Time Series analysis of the different categories of items based on holidays and other events. DeSE (2023)
Abbas Saad Alatrany, Abir Hussain, Saad S. J. Alatrany, Jamila Mustafina, Dhiya Al-Jumeily
Comparison of Machine Learning Algorithms for classification of Late Onset Alzheimer's disease. DeSE (2023)
Disha Sharma, Manoj Jayabalan, Nailya Sultanova, Jamila Mustafina, Danny Ngo Lung Yao
Multimodal Emotion Recognition Using Attention-Based Model with Language, Audio, and Video Modalities. DaSET (2023)
Palash Aich, Ali Al Ataby, Mohammed Mahyoub, Jamila Mustafina, Yog Upadhyay
Automated Plant Disease Diagnosis in Apple Trees Based on Supervised Machine Learning Model. DeSE (2023)
Mohammed Mahyoub, Thomas Coombs, Manoj Jayabalan, Jamila Mustafina, Abir Hussain
Identify Type of Lung Infection from Lung Patients X-RAY Image LIVERAGING Computer Vision. DeSE (2023)
Irina Makarova, Gulnaz Mavlyautdinova, Vadim G. Mavrin, Polina Buyvol, Abbas Saad Alatrany, Jamila Mustafina
Improvement of the Personnel Delivery System in the Mining Complex using Simulation Models. DeSE (2023)
Anil R. Ghodekar, Nailya Sultanova, Manoj Jayabalan, Jamila Mustafina
Tomato Plant Leaf Disease Classification Using Deep Learning. DeSE (2023)
Abbas Saad Alatrany, Wasiq Khan, Abir Jaafar Hussain, Jamila Mustafina, Dhiya Al-Jumeily
Transfer Learning for Classification of Alzheimer's Disease Based on Genome Wide Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (5) (2023)
Irina Makarova, Alla Krivonogova, Alexander Voroshilov, Larisa Fatikhova, Eduard Tsybunov, Jamila Mustafina
Using Simulation to Evaluate Parking Space Efficiency. DeSE (2023)
Natalya Chernova, Raisa Akhunzyanova, Abbas Alatrani, Jamila Mustafina
Identifying a Student as a Subject of Educational Activity: Methodology and Web-based Application. DeSE (2023)
Irina Makarova, Jamila Mustafina, Aleksey Boyko, Larisa Fatikhova, Gleb Parsin, Polina Buyvol, Vladimir D. Shepelev
A Virtual Reality Lab for Automotive Service Specialists: A Knowledge Transfer System in the Digital Age. Inf. 14 (3) (2023)
Minggao Zhou, Shatha Ghareeb, Zia Ush-Shamszaman, Jamila Mustafina
Enhancing Stock Price Forecasting: Integrating Supply Chain Factors into LSTM Models and Comparative Performance Analysis. DeSE (2023)
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
Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics. DaSET (2022)
Jamila Mustafina, Leysan Musina, Khayrullin Askar, Tara McKeown, Dmitry Jdanov
Language in Artificial Neural Network Training. REV (2022)
Abbas Saad Alatrany, Abir Jaafar Hussain, Jamila Mustafina, Dhiya Al-Jumeily
Machine Learning Approaches and Applications in Genome Wide Association Study for Alzheimer's Disease: A Systematic Review. IEEE Access 10 (2022)
Shatheesh Kumar Govindarajulu, Megan Watson, Sulaf Assi, Manoj Jayabalan, Panagiotis Liatsis, Jamila Mustafina, Normaiza Mohamad, Kdasy Al-Muni, Dhiya Al-Jumeily Obe
Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention. DaSET (2022)
Ravikanth Lolla, Matthew Harper, Jan Lunn, Jamila Mustafina, Jolnar Assi, Chong Kim Loy, Dhiya Al-Jumeily Obe
Machine Learning Techniques for Predicting Risks of Late Delivery. DaSET (2022)
Snigdha Chakraborty, Megan Wilson, Sulaf Assi, Abdullah Al-Hamid, Maitham Alamran, Abdulaziz Al-Nahari, Jamila Mustafina, Jan Lunn, Dhiya Al-Jumeily Obe
Quora Insincere Questions Classification Using Attention Based Model. DaSET (2022)
Jamila Mustafina, Lenar Galiullin, Aigul Khanova, Evgeniya Maklakova, Ahmed J. Aljaaf
Automatic Curriculum Scheduling in the Context of Learning Analytics. REV (2022)
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
Evaluation of Extractive and Abstract Methods in Text Summarization. DaSET (2022)
Aditi Jain, Matthew Harper, Manoj Jayabalan, Jamila Mustafina, Wasiq Khan, Panagiotis Liatsis, Noor Lees Ismail, Dhiya Al-Jumeily
Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques. DaSET (2022)
Aniket Verma, Matthew Harper, Sulaf Assi, Abdullah Al-Hamid, Maitham G. Yousif, Jamila Mustafina, Noor Azma Ismail, Dhiya Al-Jumeily Obe
Suicide Ideation Detection: A Comparative Study of Sequential and Transformer Hybrid Algorithms. DaSET (2022)
Abbas Saad Alatrany, Abir Hussain, Jamila Mustafina, Dhiya Al-Jumeily
Stacked Machine Learning Model for Predicting Alzheimer's Disease Based on Genetic Data. DeSE (2021)
Muhammad Hamza, Jamila Mustafina, Jan Lunn, Wael Aljumaili
Crime Geo Analytics Tool. DeSE (2021)
Haya Al-Askar, Rasul Almurshedi, Jamila Mustafina, Dhiya Al-Jumeily, Abir Hussain
AI in Skin Cancer Detection. ICIC (3) (2021)
Ramilya Farakshina, Slavina Liliya, Jamila Mustafina, Nailya Nurutdinova, Khayrullin Askar, Ahmed Al-Jaaf, Mohamed Alloghani
Professional Self-identification of Student's Majoring in Engineering. ICL (1) (2021)
A. Alatrany, Abir Hussain, Jamila Mustafina, Dhiya Al-Jumeily
A Novel Hybrid Machine Learning Approach Using Deep Learning for the Prediction of Alzheimer Disease Using Genome Data. ICIC (3) (2021)
Rania Boudjemadi, Jamila Mustafina, Jan Lunn, Wael Aljumaili
The Implementation of AI in Health and Medicine: Electronic Health Records Web Based on Integration of Logistic Regression Model for Diabetes Type 2 Prediction. DeSE (2021)
Irina Makarova, Jamila Mustafina, Polina Buyvol, Eduard M. Mukhametdinov, Vadim G. Mavrin
Digitalization of Engineering Education in Training for Industry 4.0. ICL (1) (2021)
Egor Petrov, Jamila Mustafina, Ahmed J. Aljaaf, Khayrullin Askar, Rustem R. Magizov
Intelligent Systems in Translation to Assist in Engineers' Training. ICL (1) (2021)
Gailan Shahoodh, Omar Al-Salman, Jamila Mustafina
Towards a Context-Aware Digital Government in Iraq: A Public Sector Employees' Perspective. DeSE (2020)
Mohamed Alloghani, Ahmed J. Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf
Correction to: Implementation of machine learning algorithms to create diabetic patient re-admission profiles. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Elvira Chebotareva, Tatyana Tsoy, Bulat Abbyasov, Jamila Mustafina, Edgar A. Martínez-García, Yang Bai, Mikhail M. Svinin
On the Problems of SLAM Simulation for Mobile Robots in the Arctic Conditions. ICR (2020)
Ahmad Zia Ul-Saufie, Dhiya Al-Jumeily, Abir Hussain, Muqhlisah Muhamad, Jamila Mustafina, Fawaz Ghali, Thar Baker
Novel Approach to Predict Ground-Level Ozone Concentration Using S-estimation and MM-Estimimation. IJCNN (2020)
Tara McKeown, Jamila Mustafina, Rustem R. Magizov, Camila Gataullina
AI in Law Practices. DeSE (2020)
Jamila Mustafina, Lenar Galiullin, Rustam Valiev, Mohammed Mahyoub
The Application of Artificial Neural Networks in Learning Analytics. DeSE (2020)
Omar Al-Salman, Jamila Mustafina, Gailan Shahoodh
A Systematic Review of Artificial Neural Networks in Medical Science and Applications. DeSE (2020)
Nailya Nurutdinova, Jamila Mustafina, Leisan Musina
Regions Approaching Industry 4.0 Era (Case Study - Languages in Mass Media). DeSE (2019)
Mohamed Alloghani, Ahmed J. Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf
Implementation of machine learning algorithms to create diabetic patient re-admission profiles. BMC Medical Informatics Decis. Mak. (9) (2019)
O. Salih, H. B. Smadi, M. Messina, Conor Mallucci, Jamila Mustafina, Ahmed J. Aljaaf
Smart Shunting and Monitoring of Hydrocephalus Patients. DeSE (2019)
Sin Ying Tan, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf, Mohamed Alloghani
A Perspective on Education to Support Industry 4.0: A Qualitative Case Study in UK. DeSE (2019)
Matthew Harper, Jamila Mustafina, Ahmed J. Aljaaf, Jan Lunn, Salwa Yasen, Fawaz Ghali
Data Science Techniques to Support Prediction, Diagnosis and Recode Treatment of Alzheimer'S Disease. DeSE (2019)
Ali Abdulhussein Shubbar, Dhiya Al-Jumeily, Ahmed J. Aljaaf, Mohammed Alyafei, Monower Sadique, Jamila Mustafina
Investigating the Mechanical and Durability Performance of Cement Mortar Incorporated Modified Fly Ash and Ground Granulated Blast Furnace Slag as Cement Replacement Materials. DeSE (2019)
Hiba Alsmadi, Ahmed J. Aljaaf, Abir Jaafar Hussain, Jamila Mustafina, Rawaa Al-Jumeily, Thar Baker, Conor Mallucci
An Insight into ICP Monitoring of Patients with Hydrocephalus using Data Science Approach. AICCSA (2019)
Lenar Galiullin, Jamila Mustafina, Egor Petrov, Rustem Valeev
Application of Learning Analytics Tools in Learning Management Systems. DeSE (2019)
Mohamed Alloghani, Mohammed M. Alani, Dhiya Al-Jumeily, Thar Baker, Jamila Mustafina, Abir Hussain, Ahmed J. Aljaaf
A systematic review on the status and progress of homomorphic encryption technologies. J. Inf. Secur. Appl. 48 (2019)
Mohamed Alloghani, Dhiya Al-Jumeily, Ahmed J. Aljaaf, Mohammed Khalaf, Jamila Mustafina, Sin Ying Tan
The Application of Artificial Intelligence Technology in Healthcare: A Systematic Review. ACRIT (2019)
Slavina Liliya, Jamila Mustafina, Mohamed Alloghani, Ganieva Gulnara
Challenges for Language Education within the Industry 4.0: Case of California. DeSE (2019)
Mohamed Alloghani, Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Jamila Mustafina
Data Science to Improve Patient Management System. DeSE (2018)
Egor V. Petrov, Jamila Mustafina, Mohamed Alloghani, Lenar Galiullin, Sin Ying Tan
Learning Analytics and Serious Games: Analysis of Interrelation. DeSE (2018)
Ahmed J. Aljaaf, Dhiya Al-Jumeily, Hussein M. Haglan, Mohamed Alloghani, Thar Baker, Abir Jaafar Hussain, Jamila Mustafina
Early Prediction of Chronic Kidney Disease Using Machine Learning Supported by Predictive Analytics. CEC (2018)
Ahmed J. Aljaaf, Dhiya Al-Jumeily, Thaaer kh. Asman, Abir Jaafar Hussain, Thar Baker, Mohamed Alloghani, Jamila Mustafina
H-Diary: Mobile Application for Headache Diary and Remote Patient Monitoring. DeSE (2018)
Mohamed Alloghani, Dhiya Al-Jumeily, Thar Baker, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf
Applications of Machine Learning Techniques for Software Engineering Learning and Early Prediction of Students' Performance. SCDS (2018)
Jamila Mustafina, Lenar Galiullin, Dhiya Al-Jumeily, Egor Petrov, Mohamed Alloghani, Ahmed Kaky
Application of Learning Analytics in Higher Educational Institutions. DeSE (2018)
Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Ahmed J. Aljaaf, Jamila Mustafina, Egor Petrov
Application of Machine Learning on Student Data for the Appraisal of Academic Performance. DeSE (2018)
Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Ahmed J. Aljaaf, Jamila Mustafina, Egor Petrov
Healthcare Services Innovations Based on the State of the Art Technology Trend Industry 4.0. DeSE (2018)
Natalya Chernova, Jamila Mustafina
Electronic Educational Resource "Post-Graduate Foreign Language" and the Obtained Learning Curve. DeSE (2017)
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
Lumbar Spine Discs Labeling Using Axial View MRI Based on the Pixels Coordinate and Gray Level Features. ICIC (3) (2017)
Egor Petrov, Jamila Mustafina, Mohamed Alloghani
Overview on Modern Serious Games for Regional and Minority Languages Promotion. DeSE (2017)
Slavina Liliya, Jamila Mustafina, Mark Alan
Regional Languages in Cyberspace. DeSE (2017)
Nailya Nurutdinova, Jamila Mustafina, Liliya Mustafina, Mohammed Alghamdi
Distance Learning of Regional Languages: Comparative Analysis (Case Study: Tatarstan, Bashkortostan, Chuvashia, Udmurtia - Russian National Regions). DeSE (2017)
Jade Hind, Dhiya Al-Jumeily, Abir Jaafar Hussain, Naif Almughamisi, Mark Allen, Jamila Mustafina
Impacts and Benefits of Health Informatics in Saudi Arabia: A Weblink Pilot Project. DeSE (2017)
Thaier Hamid, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina
Cyber Security Risk Evaluation Research Based on Entropy Weight Method. DeSE (2016)