Ghazi Al-Naymat

70 papers C 8Misc 2Journal 35Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Ameliorated elk herd optimizer for global optimization and engineering problems. Artif. Intell. Rev. Mohammed Azmi Al-Betar, Malik Sh. Braik, Qusai Yousef Shambour, Ghazi Al-Naymat, Thantrira Porntaveetus
2025	J	`jnl`	ECG-CBA: An End-to-End Deep Learning Model for ECG Anomaly Detection Using CNN, Bi-LSTM, and Attention Mechanism. Algorithms Khalid Ammar, Salam Fraihat, Ghazi Al-Naymat, Yousef K. Sanjalawe
2025	J	`jnl`	Intersection of machine learning and mobile crowdsourcing: a systematic topic-driven review. Pers. Ubiquitous Comput. Weisi Chen, Walayat Hussain, Islam Al-Qudah, Ghazi Al-Naymat, Xu Zhang
2025	J	`jnl`	Modified feature extraction techniques to enhance face and expression recognition. Multim. Tools Appl. Kshitiz Shrestha, Abeer Alsadoon, Ghazi Al-Naymat, Oday D. Jerew
2024	J	`jnl`	An architectural framework of elderly healthcare monitoring and tracking through wearable sensor technologies. Multim. Tools Appl. Abeer Alsadoon, Ghazi Al-Naymat, Oday D. Jerew
2024	J	`jnl`	Deep learning models for human age prediction to prevent, treat and extend life expectancy: DCPV taxonomy. Multim. Tools Appl. Abeer Alsadoon, Ghazi Al-Naymat, Md. Rafiqul Islam
2024	J	`jnl`	Equilibrium optimizer: a comprehensive survey. Multim. Tools Appl. Mohammed Azmi Al-Betar, Iyad Abu Doush, Sharif Naser Makhadmeh, Ghazi Al-Naymat, Osama Ahmad Alomari, Mohammed A. Awadallah
2024	J	`jnl`	Forecasting cryptocurrency returns using classical statistical and deep learning techniques. Int. J. Inf. Manag. Data Insights Nehal N. Almadany, Omar Hujran, Ghazi Al-Naymat, Aktham Maghyereh
2024	—	`conf`	Machine Learning in Higher Education: Predicting and Mitigating Student Dropout. ACIT Sana Abouelnour, Aneesa Al Redhaei, Mohammed Azmi Al-Betar, Ghazi Al-Naymat
2023	—	`conf`	A Taxonomy for Car Accidents Predication Model Using Neural Networks. ICR Ghazi Al-Naymat, Qurat ul Ain Nizamani, Shaymaa Ismail Ali, Anchal Shrestha, Hanspreet Kaur
2023	J	`jnl`	Bare-Bones Based Salp Swarm Algorithm for Text Document Clustering. IEEE Access Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Ghazi Al-Naymat, Kamran Arshad, Sharif Naser Makhadmeh
2023	J	`jnl`	DFCV: a framework for evaluation deep learning in early detection and classification of lung cancer. Multim. Tools Appl. Abeer Alsadoon, Ghazi Al-Naymat, Ahmed Hamza Osman, Belal Alsinglawi, Majdi Maabreh, Md. Rafiqul Islam
2023	—	`conf`	Emotion Recognition from Twitter Comments Using Deep Learning. ACIT Khaled Hossam Mahfouz, Ghazi Al-Naymat
2023	J	`jnl`	HcLSH: A Novel Non-Linear Monotonic Activation Function for Deep Learning Methods. IEEE Access Heba Abdel-Nabi, Ghazi Al-Naymat, Mostafa Z. Ali, Arafat Awajan
2023	J	`jnl`	Optimization of scientific publications clustering with ensemble approach for topic extraction. Scientometrics Mohammed Azmi Al-Betar, Ammar Kamal Abasi, Ghazi Al-Naymat, Kamran Arshad, Sharif Naser Makhadmeh
2023	—	`conf`	Self-Service Business Intelligence: Meeting User Needs in a Data-Rich World. ACIT Mahganj Durra, Ghazi Al-Naymat
2023	—	`conf`	Sentiment Analysis of Remote Worker Tweets During COVID-19. ACIT Naima Hussein, Ghazi Al-Naymat
2022	C	`conf`	Anonymous Yet Alike: A Privacy-Preserving DeepProfile Clustering for Mobile Usage Patterns. MobiQuitous Cheuk Yee Cheryl Leung, Basem Suleiman, Muhammad Johan Alibasa, Ghazi Al-Naymat
2022	J	`jnl`	Enhancing the prediction of type 2 diabetes mellitus using sparse balanced SVM. Multim. Tools Appl. Bibek Shrestha, Abeer Alsadoon, P. W. C. Prasad, Ghazi Al-Naymat, Thair Al-Dala'in, Tarik A. Rashid, Omar Hisham Alsadoon
2022	—	`conf`	MR-VDENCLUE: Varying Density Clustering Using MapReduce. IntelliSys (1) Ghazi Al-Naymat, Mariam Khader, Mohammed Azmi Al-Betar, Raghda Fawzey Hriez, Ali Hadi
2022	J	`jnl`	Novel Positive Multi-Layer Graph Based Method for Collaborative Filtering Recommender Systems. J. Comput. Sci. Technol. Bushra Alhijawi, Ghazi Al-Naymat
2022	J	`jnl`	Towards an efficient big data management schema for IoT. J. King Saud Univ. Comput. Inf. Sci. Samer Sawalha, Ghazi Al-Naymat
2021	J	`jnl`	A framework to capture the dependency between prerequisite and advanced courses in higher education. J. Comput. High. Educ. Raghda Fawzey Hriez, Ghazi Al-Naymat
2021	J	`jnl`	Accurate detection of network anomalies within SNMP-MIB data set using deep learning. Int. J. Comput. Appl. Technol. Ghazi Al-Naymat, Hanan Hussain, Mouhammd Al-Kasassbeh, Nidal Al-Dmour
2021	C	`conf`	An Effective Algorithm for Extracting Maximal Bipartite Cliques. DATA Raghda Fawzey Hriez, Ghazi Al-Naymat, Arafat Awajan
2021	J	`jnl`	DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer. Neural Process. Lett. Abeer Alsadoon, Ghazi Al-Naymat, Omar Hisham Alsadoon, P. W. C. Prasad
2021	J	`jnl`	DPV: a taxonomy for utilizing deep learning as a prediction technique for various types of cancers detection. Multim. Tools Appl. Bhagyashree Shah, Abeer Alsadoon, P. W. C. Prasad, Ghazi Al-Naymat, Azam Beg
2021	J	`jnl`	Density-based Algorithms for Big Data Clustering Using MapReduce Framework: A Comprehensive Study. ACM Comput. Surv. Mariam Khader, Ghazi Al-Naymat
2021	J	`jnl`	Internet of things data compression based on successive data grouping. Turkish J. Electr. Eng. Comput. Sci. Samer Sawalha, Ghazi Al-Naymat
2021	J	`jnl`	Novel predictive model to improve the accuracy of collaborative filtering recommender systems. Inf. Syst. Bushra Alhijawi, Ghazi Al-Naymat, Nadim Obeid, Arafat Awajan
2021	—	`conf`	Selective Windows Autoregressive Model for Temporal IoT Forecasting. IntelliSys (2) Samer Sawalha, Ghazi Al-Naymat, Arafat Awajan
2020	—	`conf`	A Novel Method to Verify the Search Results of Database Queries on Cloud Computing. ACIT Safaa Hraiz, Ghazi Al-Naymat, Arafat Awajan
2020	J	`jnl`	Arabic real time entity resolution using inverted indexing. Lang. Resour. Evaluation Marwah Alian, Ghazi Al-Naymat, Banda Ramadan
2020	—	`conf`	Big Data Clustering Using MapReduce Framework: A Review. IntelliSys (2) Mariam S. Khader, Ghazi Al-Naymat
2020	J	`jnl`	Default prediction model: the significant role of data engineering in the quality of outcomes. Int. Arab J. Inf. Technol. Ahmad Al-Qerem, Ghazi Al-Naymat, Mays Alhasan, Mutaz M. Al-Debei
2020	J	`jnl`	Discovery of arbitrary-shapes clusters using DENCLUE algorithm. Int. Arab J. Inf. Technol. Mariam Khader, Ghazi Al-Naymat
2020	—	`conf`	VDENCLUE: An Enhanced Variant of DENCLUE Algorithm. IntelliSys (2) Mariam S. Khader, Ghazi Al-Naymat
2019	C	`conf`	An overview of various enhancements of DENCLUE algorithm. DATA Mariam Khader, Ghazi Al-Naymat
2019	—	`conf`	Evaluating the Impact of Feature Selection Methods on SNMP-MIB Interface Parameters to Accurately Detect Network Anomalies. ISSPIT Ghazi Al-Naymat, Ahmed Hambouz, Mouhammd Al-Kasassbeh
2019	—	`conf`	Loan Default Prediction Model Improvement through Comprehensive Preprocessing and Features Selection. ACIT Ahmad Al-Qerem, Ghazi Al-Naymat, Mays Alhasan
2019	—	`conf`	Performance Comparison of Two Algorithms for Arbitrary Shapes Clustering. ACIT Mariam Khader, Ghazi Al-Naymat
2019	J	`jnl`	The impact of natural language preprocessing on big data sentiment analysis. Int. Arab J. Inf. Technol. Mariam Khader, Arafat Awajan, Ghazi Al-Naymat
2018	—	`conf`	A Large-Scale Sentiment Data Classification for Online Reviews Under Apache Spark. EUSPN/ICTH Samar Al-Saqqa, Ghazi Al-Naymat, Arafat Awajan
2018	—	`conf`	Exploiting SNMP-MIB Data to Detect Network Anomalies Using Machine Learning Techniques. IntelliSys (2) Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari
2018	J	`jnl`	Exploiting SNMP-MIB Data to Detect Network Anomalies using Machine Learning Techniques. CoRR Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari
2018	J	`jnl`	HDFS file operation fingerprints for forensic investigations. Digit. Investig. Mariam Khader, Ali Hadi, Ghazi Al-Naymat
2018	—	`conf`	Hybrid Technique for Arrival Rate Extraction and Size Reduction using Singular Spectrum Analysis and Fourier Series. EUSPN/ICTH Ahmad Hammoudeh, Mohammad Al Saaideh, Ghazi Al-Naymat
2018	—	`conf`	Predicting Hospital Readmission among Diabetics using Deep Learning. EUSPN/ICTH Ahmad Hammoudeh, Ghazi Al-Naymat, Ibrahim Ghannam, Nadim Obied
2018	—	`conf`	Sentiment Analysis Based on MapReduce: A survey. IAIT Mariam Khader, Arafat Awajan, Ghazi Al-Naymat
2018	—	`conf`	The Effects of Natural Language Processing on Big Data Analysis: Sentiment Analysis Case Study. ACIT Mariam Khader, Arafat Awajan, Ghazi Al-Naymat
2018	J	`jnl`	Using machine learning methods for detecting network anomalies within SNMP-MIB dataset. Int. J. Wirel. Mob. Comput. Ghazi Al-Naymat, Mouhammd Al-Kasassbeh, Eshraq Al-Hawari
2017	—	`conf`	SMS Spam Detection using H2O Framework. EUSPN/ICTH Dima Suleiman, Ghazi Al-Naymat
2017	C	`conf`	Using Transliteration with Entity Resolution for Arabic Datasets. AICCSA Marwah Alian, Ghazi Al-Naymat, Banda Ramadan
2015	J	`jnl`	Mitigating the influence of the curse of dimensionality on time series similarity measures. Int. J. Comput. Appl. Technol. Ghazi Al-Naymat
2013	J	`jnl`	GCG: Mining Maximal Complete Graph Patterns from Large Spatial Data. CoRR Ghazi Al-Naymat
2013	C	`conf`	GCG: Mining maximal complete graph patterns from large spatial data. AICCSA Ghazi Al-Naymat
2013	—	`conf`	Performance analysis of mixed polling schemes with multiple classes of self-similar traffic input to build comprehensive SLAs. LCN Workshops Mohsin Iftikhar, Muhammad Imran, Ghazi Al-Naymat, Mohammed Abdullah Alnuem, Hassan Mathkour
2012	J	`jnl`	SparseDTW: A Novel Approach to Speed up Dynamic Time Warping CoRR Ghazi Al-Naymat, Sanjay Chawla, Javid Taheri
2011	—	`ch.`	An Overview of Graph Indexing and Querying Techniques. Graph Data Management Sherif Sakr, Ghazi Al-Naymat
2010	C	`conf`	An efficient features-based processing technique for supergraph queries. IDEAS Sherif Sakr, Ghazi Al-Naymat
2010	—	`ch.`	Data Mining and Discovery of Astronomical Knowledge. Scientific Data Mining and Knowledge Discovery Ghazi Al-Naymat
2010	J	`jnl`	Efficient Relational Techniques for Processing Graph Queries. J. Comput. Sci. Technol. Sherif Sakr, Ghazi Al-Naymat
2010	J	`jnl`	Graph indexing and querying: a review. Int. J. Web Inf. Syst. Sherif Sakr, Ghazi Al-Naymat
2009	—	`—`	New Methods for Mining Sequential and Time Series Data. Ghazi Al-Naymat
2009	J	`jnl`	Relational processing of RDF queries: a survey. SIGMOD Rec. Sherif Sakr, Ghazi Al-Naymat
2009	Misc	`conf`	SparseDTW: A Novel Approach to Speed up Dynamic Time Warping. AusDM Ghazi Al-Naymat, Sanjay Chawla, Javid Taheri
2008	C	`conf`	Effects of dimensionality reduction techniques on time series similarity measurements. AICCSA Ghazi Al-Naymat, Javid Taheri
2008	C	`conf`	Enumeration of maximal clique for mining spatial co-location patterns. AICCSA Ghazi Al-Naymat
2007	Misc	`conf`	Dimensionality reduction for long duration and complex spatio-temporal queries. SAC Ghazi Al-Naymat, Sanjay Chawla, Joachim Gudmundsson
2007	—	`conf`	Fast Mining of Complex Spatial Co-location Patterns Using GLIMIT. ICDM Workshops Florian Verhein, Ghazi Al-Naymat