Ghazi Al-Naymat

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 43

Top Venues

University of Sydney, Australia (PHD)

Education History

University of Sydney, Australia

PHD

Publications

Abeer Alsadoon, Ghazi Al-Naymat, Md. Rafiqul Islam
Deep learning models for human age prediction to prevent, treat and extend life expectancy: DCPV taxonomy. Multim. Tools Appl. 83 (2) (2024)
Ghazi Al-Naymat, Qurat ul Ain Nizamani, Shaymaa Ismail Ali, Anchal Shrestha, Hanspreet Kaur
A Taxonomy for Car Accidents Predication Model Using Neural Networks. ICR (2023)
Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Ghazi Al-Naymat, Kamran Arshad, Sharif Naser Makhadmeh
Bare-Bones Based Salp Swarm Algorithm for Text Document Clustering. IEEE Access 11 (2023)
Heba Abdel-Nabi, Ghazi Al-Naymat, Mostafa Z. Ali, Arafat Awajan
HcLSH: A Novel Non-Linear Monotonic Activation Function for Deep Learning Methods. IEEE Access 11 (2023)
Abeer Alsadoon, Ghazi Al-Naymat, Ahmed Hamza Osman, Belal Alsinglawi, Majdi Maabreh, Md. Rafiqul Islam
DFCV: a framework for evaluation deep learning in early detection and classification of lung cancer. Multim. Tools Appl. 82 (28) (2023)
Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Ghazi Al-Naymat, Kamran Arshad, Sharif Naser Makhadmeh
Optimization of scientific publications clustering with ensemble approach for topic extraction. Scientometrics 128 (5) (2023)
Cheuk Yee Cheryl Leung, Basem Suleiman, Muhammad Johan Alibasa, Ghazi Al-Naymat
Anonymous Yet Alike: A Privacy-Preserving DeepProfile Clustering for Mobile Usage Patterns. MobiQuitous (2022)
Bushra Alhijawi, Ghazi Al-Naymat
Novel Positive Multi-Layer Graph Based Method for Collaborative Filtering Recommender Systems. J. Comput. Sci. Technol. 37 (4) (2022)
Samer Sawalha, Ghazi Al-Naymat
Towards an efficient big data management schema for IoT. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Bibek Shrestha, Abeer Alsadoon, P. W. C. Prasad, Ghazi Al-Naymat, Thair Al-Dala'in, Tarik A. Rashid, Omar Hisham Alsadoon
Enhancing the prediction of type 2 diabetes mellitus using sparse balanced SVM. Multim. Tools Appl. 81 (27) (2022)
Ghazi Al-Naymat, Mariam Khader, Mohammed Azmi Al-Betar, Raghda Fawzey Hriez, Ali Hadi
MR-VDENCLUE: Varying Density Clustering Using MapReduce. IntelliSys (1) (2022)
Ghazi Al-Naymat, Hanan Hussain, Mouhammd Al-Kasassbeh, Nidal Al-Dmour
Accurate detection of network anomalies within SNMP-MIB data set using deep learning. Int. J. Comput. Appl. Technol. 66 (1) (2021)
Abeer Alsadoon, Ghazi Al-Naymat, Omar Hisham Alsadoon, P. W. C. Prasad
DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer. Neural Process. Lett. 53 (4) (2021)
Raghda Fawzey Hriez, Ghazi Al-Naymat, Arafat Awajan
An Effective Algorithm for Extracting Maximal Bipartite Cliques. DATA (2021)
Raghda Fawzey Hriez, Ghazi Al-Naymat
A framework to capture the dependency between prerequisite and advanced courses in higher education. J. Comput. High. Educ. 33 (3) (2021)
Bhagyashree Shah, Abeer Alsadoon, P. W. C. Prasad, Ghazi Al-Naymat, Azam Beg
DPV: a taxonomy for utilizing deep learning as a prediction technique for various types of cancers detection. Multim. Tools Appl. 80 (14) (2021)
Samer Sawalha, Ghazi Al-Naymat, Arafat Awajan
Selective Windows Autoregressive Model for Temporal IoT Forecasting. IntelliSys (2) (2021)
Bushra Alhijawi, Ghazi Al-Naymat, Nadim Obeid, Arafat Awajan
Novel predictive model to improve the accuracy of collaborative filtering recommender systems. Inf. Syst. 96 (2021)
Samer Sawalha, Ghazi Al-Naymat
Internet of things data compression based on successive data grouping. Turkish J. Electr. Eng. Comput. Sci. 29 (1) (2021)
Ahmad Al-Qerem, Ghazi Al-Naymat, Mays Alhasan, Mutaz M. Al-Debei
Default prediction model: the significant role of data engineering in the quality of outcomes. Int. Arab J. Inf. Technol. 17 (4A) (2020)
Mariam S. Khader, Ghazi Al-Naymat
Big Data Clustering Using MapReduce Framework: A Review. IntelliSys (2) (2020)
Mariam S. Khader, Ghazi Al-Naymat
VDENCLUE: An Enhanced Variant of DENCLUE Algorithm. IntelliSys (2) (2020)
Mariam Khader, Ghazi Al-Naymat
Discovery of arbitrary-shapes clusters using DENCLUE algorithm. Int. Arab J. Inf. Technol. 17 (4A) (2020)
Safaa Hraiz, Ghazi Al-Naymat, Arafat Awajan
A Novel Method to Verify the Search Results of Database Queries on Cloud Computing. ACIT (2020)
Marwah Alian, Ghazi Al-Naymat, Banda Ramadan
Arabic real time entity resolution using inverted indexing. Lang. Resour. Evaluation 54 (4) (2020)
Mariam Khader, Ghazi Al-Naymat
Density-based Algorithms for Big Data Clustering Using MapReduce Framework: A Comprehensive Study. ACM Comput. Surv. 53 (5) (2020)
Ahmad Al-Qerem, Ghazi Al-Naymat, Mays Alhasan
Loan Default Prediction Model Improvement through Comprehensive Preprocessing and Features Selection. ACIT (2019)
Ghazi Al-Naymat, Ahmed Hambouz, Mouhammd Al-Kasassbeh
Evaluating the Impact of Feature Selection Methods on SNMP-MIB Interface Parameters to Accurately Detect Network Anomalies. ISSPIT (2019)
Mariam Khader, Arafat Awajan, Ghazi Al-Naymat
The impact of natural language preprocessing on big data sentiment analysis. Int. Arab J. Inf. Technol. 16 (3A) (2019)
Mariam Khader, Ghazi Al-Naymat
Performance Comparison of Two Algorithms for Arbitrary Shapes Clustering. ACIT (2019)
Mariam Khader, Ghazi Al-Naymat
An overview of various enhancements of DENCLUE algorithm. DATA (2019)
Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari
Exploiting SNMP-MIB Data to Detect Network Anomalies using Machine Learning Techniques. CoRR (2018)
Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari
Using machine learning methods for detecting network anomalies within SNMP-MIB dataset. Int. J. Wirel. Mob. Comput. 15 (1) (2018)
Ahmad Hammoudeh, Ghazi Al-Naymat, Ibrahim Ghannam, Nadim Obied
Predicting Hospital Readmission among Diabetics using Deep Learning. EUSPN/ICTH (2018)
Samar Al-Saqqa, Ghazi Al-Naymat, Arafat Awajan
A Large-Scale Sentiment Data Classification for Online Reviews Under Apache Spark. EUSPN/ICTH (2018)
Ahmad Hammoudeh, Mohammad Al Saaideh, Ghazi Al-Naymat
Hybrid Technique for Arrival Rate Extraction and Size Reduction using Singular Spectrum Analysis and Fourier Series. EUSPN/ICTH (2018)
Mariam Khader, Ali Hadi, Ghazi Al-Naymat
HDFS file operation fingerprints for forensic investigations. Digit. Investig. 24 (2018)
Mariam Khader, Arafat Awajan, Ghazi Al-Naymat
Sentiment Analysis Based on MapReduce: A survey. IAIT (2018)
Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari
Exploiting SNMP-MIB Data to Detect Network Anomalies Using Machine Learning Techniques. IntelliSys (2) (2018)
Mariam Khader, Arafat Awajan, Ghazi Al-Naymat
The Effects of Natural Language Processing on Big Data Analysis: Sentiment Analysis Case Study. ACIT (2018)
Dima Suleiman, Ghazi Al-Naymat
SMS Spam Detection using H2O Framework. EUSPN/ICTH (2017)
Marwah Alian, Ghazi Al-Naymat, Banda Ramadan
Using Transliteration with Entity Resolution for Arabic Datasets. AICCSA (2017)
Ghazi Al-Naymat
Mitigating the influence of the curse of dimensionality on time series similarity measures. Int. J. Comput. Appl. Technol. 52 (1) (2015)
Mohsin Iftikhar, Muhammad Imran, Ghazi Al-Naymat, Mohammed Abdullah Alnuem, Hassan Mathkour
Performance analysis of mixed polling schemes with multiple classes of self-similar traffic input to build comprehensive SLAs. LCN Workshops (2013)
Ghazi Al-Naymat
GCG: Mining Maximal Complete Graph Patterns from Large Spatial Data. CoRR (2013)
Ghazi Al-Naymat
GCG: Mining maximal complete graph patterns from large spatial data. AICCSA (2013)
Ghazi Al-Naymat, Sanjay Chawla, Javid Taheri
SparseDTW: A Novel Approach to Speed up Dynamic Time Warping CoRR (2012)
Sherif Sakr, Ghazi Al-Naymat
Efficient Relational Techniques for Processing Graph Queries. J. Comput. Sci. Technol. 25 (6) (2010)
Sherif Sakr, Ghazi Al-Naymat
An efficient features-based processing technique for supergraph queries. IDEAS (2010)
Sherif Sakr, Ghazi Al-Naymat
Graph indexing and querying: a review. Int. J. Web Inf. Syst. 6 (2) (2010)
Ghazi Al-Naymat, Sanjay Chawla, Javid Taheri
SparseDTW: A Novel Approach to Speed up Dynamic Time Warping. AusDM (2009)
Sherif Sakr, Ghazi Al-Naymat
Relational processing of RDF queries: a survey. SIGMOD Rec. 38 (4) (2009)
Ghazi Al-Naymat
Enumeration of maximal clique for mining spatial co-location patterns. AICCSA (2008)
Ghazi Al-Naymat, Javid Taheri
Effects of dimensionality reduction techniques on time series similarity measurements. AICCSA (2008)
Florian Verhein, Ghazi Al-Naymat
Fast Mining of Complex Spatial Co-location Patterns Using GLIMIT. ICDM Workshops (2007)
Ghazi Al-Naymat, Sanjay Chawla, Joachim Gudmundsson
Dimensionality reduction for long duration and complex spatio-temporal queries. SAC (2007)

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Publication Activity (10 Years)

Top Topics

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Ghazi Al-Naymat