Ghazi Al-Naymat

According to our database, Ghazi Al-Naymat authored at least 66 papers between 2007 and 2024.

Collaborative distances:

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

2024

An architectural framework of elderly healthcare monitoring and tracking through wearable sensor technologies.

Abeer Alsadoon, Ghazi Al-Naymat, Oday D. Jerew

Multim. Tools Appl., August, 2024

Equilibrium optimizer: a comprehensive survey.

Mohammed Azmi Al-Betar, Iyad Abu Doush, Sharif Naser Makhadmeh, Ghazi Al-Naymat, Osama Ahmad Alomari, Mohammed A. Awadallah

Multim. Tools Appl., March, 2024

Deep learning models for human age prediction to prevent, treat and extend life expectancy: DCPV taxonomy.

Abeer Alsadoon, Ghazi Al-Naymat, Md. Rafiqul Islam

Multim. Tools Appl., January, 2024

Forecasting cryptocurrency returns using classical statistical and deep learning techniques.

Nehal N. Almadany, Omar Hujran, Ghazi Al-Naymat, Aktham Maghyereh

Int. J. Inf. Manag. Data Insights, 2024

2023

DFCV: a framework for evaluation deep learning in early detection and classification of lung cancer.

Abeer Alsadoon, Ghazi Al-Naymat, Ahmed Hamza Osman, Belal Alsinglawi, Majdi Maabreh, Md. Rafiqul Islam

Multim. Tools Appl., November, 2023

Optimization of scientific publications clustering with ensemble approach for topic extraction.

Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Ghazi Al-Naymat, Kamran Arshad, Sharif Naser Makhadmeh

Scientometrics, May, 2023

Bare-Bones Based Salp Swarm Algorithm for Text Document Clustering.

Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Ghazi Al-Naymat, Kamran Arshad, Sharif Naser Makhadmeh

IEEE Access, 2023

HcLSH: A Novel Non-Linear Monotonic Activation Function for Deep Learning Methods.

Heba Abdel-Nabi, Ghazi Al-Naymat, Mostafa Z. Ali, Arafat Awajan

IEEE Access, 2023

A Taxonomy for Car Accidents Predication Model Using Neural Networks.

Ghazi Al-Naymat, Qurat ul Ain Nizamani, Shaymaa Ismail Ali, Anchal Shrestha, Hanspreet Kaur

Proceedings of the Second International Conference on Innovations in Computing Research (ICR'23), 2023

Emotion Recognition from Twitter Comments Using Deep Learning.

Khaled Hossam Mahfouz, Ghazi Al-Naymat

Proceedings of the 24th International Arab Conference on Information Technology, 2023

Sentiment Analysis of Remote Worker Tweets During COVID-19.

Naima Hussein, Ghazi Al-Naymat

Proceedings of the 24th International Arab Conference on Information Technology, 2023

Self-Service Business Intelligence: Meeting User Needs in a Data-Rich World.

Mahganj Durra, Ghazi Al-Naymat

Proceedings of the 24th International Arab Conference on Information Technology, 2023

2022

Enhancing the prediction of type 2 diabetes mellitus using sparse balanced SVM.

Bibek Shrestha, Abeer Alsadoon, P. W. C. Prasad, Ghazi Al-Naymat, Thair Al-Dala'in, Tarik A. Rashid, Omar Hisham Alsadoon

Multim. Tools Appl., November, 2022

Towards an efficient big data management schema for IoT.

Samer Sawalha, Ghazi Al-Naymat

J. King Saud Univ. Comput. Inf. Sci., 2022

Novel Positive Multi-Layer Graph Based Method for Collaborative Filtering Recommender Systems.

Bushra Alhijawi, Ghazi Al-Naymat

J. Comput. Sci. Technol., 2022

Anonymous Yet Alike: A Privacy-Preserving DeepProfile Clustering for Mobile Usage Patterns.

Cheuk Yee Cheryl Leung, Basem Suleiman, Muhammad Johan Alibasa, Ghazi Al-Naymat

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2022

MR-VDENCLUE: Varying Density Clustering Using MapReduce.

Ghazi Al-Naymat, Mariam Khader, Mohammed Azmi Al-Betar, Raghda Fawzey Hriez, Ali Hadi

Proceedings of the Intelligent Systems and Applications, 2022

2021

DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer.

Abeer Alsadoon, Ghazi Al-Naymat, Omar Hisham Alsadoon, P. W. C. Prasad

Neural Process. Lett., 2021

DPV: a taxonomy for utilizing deep learning as a prediction technique for various types of cancers detection.

Bhagyashree Shah, Abeer Alsadoon, P. W. C. Prasad, Ghazi Al-Naymat, Azam Beg

Multim. Tools Appl., 2021

A framework to capture the dependency between prerequisite and advanced courses in higher education.

Raghda Fawzey Hriez, Ghazi Al-Naymat

J. Comput. High. Educ., 2021

Novel predictive model to improve the accuracy of collaborative filtering recommender systems.

Bushra Alhijawi, Ghazi Al-Naymat, Nadim Obeid, Arafat Awajan

Inf. Syst., 2021

Accurate detection of network anomalies within SNMP-MIB data set using deep learning.

Ghazi Al-Naymat, Hanan Hussain, Mouhammd Al-Kasassbeh, Nidal Al-Dmour

Int. J. Comput. Appl. Technol., 2021

Internet of things data compression based on successive data grouping.

Samer Sawalha, Ghazi Al-Naymat

Turkish J. Electr. Eng. Comput. Sci., 2021

Density-based Algorithms for Big Data Clustering Using MapReduce Framework: A Comprehensive Study.

Mariam Khader, Ghazi Al-Naymat

ACM Comput. Surv., 2021

Selective Windows Autoregressive Model for Temporal IoT Forecasting.

Samer Sawalha, Ghazi Al-Naymat, Arafat Awajan

Proceedings of the Intelligent Systems and Applications, 2021

An Effective Algorithm for Extracting Maximal Bipartite Cliques.

Raghda Fawzey Hriez, Ghazi Al-Naymat, Arafat Awajan

Proceedings of the DATA'21: International Conference on Data Science, 2021

2020

Arabic real time entity resolution using inverted indexing.

Marwah Alian, Ghazi Al-Naymat, Banda Ramadan

Lang. Resour. Evaluation, 2020

Discovery of arbitrary-shapes clusters using DENCLUE algorithm.

Mariam Khader, Ghazi Al-Naymat

Int. Arab J. Inf. Technol., 2020

Default prediction model: the significant role of data engineering in the quality of outcomes.

Ahmad Al-Qerem, Ghazi Al-Naymat, Mays Alhasan, Mutaz M. Al-Debei

Int. Arab J. Inf. Technol., 2020

Big Data Clustering Using MapReduce Framework: A Review.

Mariam S. Khader, Ghazi Al-Naymat

Proceedings of the Intelligent Systems and Applications, 2020

VDENCLUE: An Enhanced Variant of DENCLUE Algorithm.

Mariam S. Khader, Ghazi Al-Naymat

Proceedings of the Intelligent Systems and Applications, 2020

A Novel Method to Verify the Search Results of Database Queries on Cloud Computing.

Safaa Hraiz, Ghazi Al-Naymat, Arafat Awajan

Proceedings of the 21st International Arab Conference on Information Technology, 2020

2019

The impact of natural language preprocessing on big data sentiment analysis.

Mariam Khader, Arafat Awajan, Ghazi Al-Naymat

Int. Arab J. Inf. Technol., 2019

Evaluating the Impact of Feature Selection Methods on SNMP-MIB Interface Parameters to Accurately Detect Network Anomalies.

Ghazi Al-Naymat, Ahmed Hambouz, Mouhammd Al-Kasassbeh

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

An overview of various enhancements of DENCLUE algorithm.

Mariam Khader, Ghazi Al-Naymat

Proceedings of the Second International Conference on Data Science, 2019

Performance Comparison of Two Algorithms for Arbitrary Shapes Clustering.

Mariam Khader, Ghazi Al-Naymat

Proceedings of the International Arab Conference on Information Technology, 2019

Loan Default Prediction Model Improvement through Comprehensive Preprocessing and Features Selection.

Ahmad Al-Qerem, Ghazi Al-Naymat, Mays Alhasan

Proceedings of the International Arab Conference on Information Technology, 2019

2018

Using machine learning methods for detecting network anomalies within SNMP-MIB dataset.

Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari

Int. J. Wirel. Mob. Comput., 2018

HDFS file operation fingerprints for forensic investigations.

Mariam Khader, Ali Hadi, Ghazi Al-Naymat

Digit. Investig., 2018

Exploiting SNMP-MIB Data to Detect Network Anomalies Using Machine Learning Techniques.

Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari

Proceedings of the Intelligent Systems and Applications, 2018

Sentiment Analysis Based on MapReduce: A survey.

Mariam Khader, Arafat Awajan, Ghazi Al-Naymat

Proceedings of the 10th International Conference on Advances in Information Technology, 2018

Hybrid Technique for Arrival Rate Extraction and Size Reduction using Singular Spectrum Analysis and Fourier Series.

Ahmad Hammoudeh, Mohammad Al Saaideh, Ghazi Al-Naymat

Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

Predicting Hospital Readmission among Diabetics using Deep Learning.

Ahmad Hammoudeh, Ghazi Al-Naymat, Ibrahim Ghannam, Nadim Obied

Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

A Large-Scale Sentiment Data Classification for Online Reviews Under Apache Spark.

Samar Al-Saqqa, Ghazi Al-Naymat, Arafat Awajan

Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

The Effects of Natural Language Processing on Big Data Analysis: Sentiment Analysis Case Study.

Mariam Khader, Arafat Awajan, Ghazi Al-Naymat

Proceedings of the International Arab Conference on Information Technology, 2018

2017

An Empirical Evaluation of Intelligent Machine Learning Algorithms under Big Data Processing Systems.

Dima Suleiman, Malek Al-Zewairi, Ghazi Naymat

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

SMS Spam Detection using H2O Framework.

Dima Suleiman, Ghazi Al-Naymat

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

The Impact of applying Different Preprocessing Steps on Review Spam Detection.

Wael Etaiwi, Ghazi Naymat

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Evaluation of classification algorithms for banking customer's behavior under Apache Spark Data Processing System.

Wael Etaiwi, Mariam M. Biltawi, Ghazi Naymat

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Spotting the Islamist Radical within: Religious Extremists Profiling in the United State.

Malek Al-Zewairi, Ghazi Naymat

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Using Transliteration with Entity Resolution for Arabic Datasets.

Marwah Alian, Ghazi Al-Naymat, Banda Ramadan

Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2015

Mitigating the influence of the curse of dimensionality on time series similarity measures.

Ghazi Al-Naymat

Int. J. Comput. Appl. Technol., 2015

2013

Performance analysis of mixed polling schemes with multiple classes of self-similar traffic input to build comprehensive SLAs.

Mohsin Iftikhar, Muhammad Imran, Ghazi Al-Naymat, Mohammed Abdullah Alnuem, Hassan Mathkour

Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, Sydney, Australia, October 21-24, 2013, 2013

GCG: Mining maximal complete graph patterns from large spatial data.

Ghazi Al-Naymat

Proceedings of the ACS International Conference on Computer Systems and Applications, 2013

2011

An Overview of Graph Indexing and Querying Techniques.

Sherif Sakr, Ghazi Al-Naymat

Proceedings of the Graph Data Management: Techniques and Applications., 2011

2010

Efficient Relational Techniques for Processing Graph Queries.

Sherif Sakr, Ghazi Al-Naymat

J. Comput. Sci. Technol., 2010

Graph indexing and querying: a review.

Sherif Sakr, Ghazi Al-Naymat

Int. J. Web Inf. Syst., 2010

An efficient features-based processing technique for supergraph queries.

Sherif Sakr, Ghazi Al-Naymat

Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

Data Mining and Discovery of Astronomical Knowledge.

Ghazi Al-Naymat

Proceedings of the Scientific Data Mining and Knowledge Discovery, 2010

2009

New Methods for Mining Sequential and Time Series Data.

Ghazi Al-Naymat

PhD thesis, 2009

Relational processing of RDF queries: a survey.

Sherif Sakr, Ghazi Al-Naymat

SIGMOD Rec., 2009

SparseDTW: A Novel Approach to Speed up Dynamic Time Warping.

Ghazi Al-Naymat, Sanjay Chawla, Javid Taheri

Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

2008

Effects of dimensionality reduction techniques on time series similarity measurements.

Ghazi Al-Naymat, Javid Taheri

Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

Enumeration of maximal clique for mining spatial co-location patterns.

Ghazi Al-Naymat

Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

2007

Dimensionality reduction for long duration and complex spatio-temporal queries.

Ghazi Al-Naymat, Sanjay Chawla, Joachim Gudmundsson

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Fast Mining of Complex Spatial Co-location Patterns Using GLIMIT.

Florian Verhein, Ghazi Al-Naymat

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007