Recommended citation: R. Qahwaji, T. Colak, M. Al-Omari, and S. Ipson (2007). "Investigating the Association among Active Regions, Flares and CMEs using Machine Learning," in SOHO 20 Conference: Transient Events on the Sun and in the Heliosphere, Ghent, Belgium.
http://spaceweather.inf.brad.ac.uk/pub/

Large-Scale Numerical Analysis for the Prediction of Flares using Support Vector Machines and Neural Networks

Published in SOHO 20 Conference: Transient Events on the Sun and in the Heliosphere, 2007

Recommended citation: R. Qahwaji, T. Colak, and M. Al-Omari (2007). "Large-Scale Numerical Analysis for the Prediction of Flares using Support Vector Machines and Neural Networks," in SOHO 20 Conference: Transient Events on the Sun and in the Heliosphere, Ghent, Belgium.
http://spaceweather.inf.brad.ac.uk/pub/

Automated Prediction of CMEs Using Machine Learning of CME – Flare Associations

Published in Solar Physics, 2008

Recommended citation: R. Qahwaji, T. Colak, M. Al-Omari, and S. Ipson (2008). "Automated Prediction of CMEs Using Machine Learning of CME – Flare Associations," Solar Physics, vol. 248, pp. 471 - 483.
https://link.springer.com/article/10.1007/s11207-007-9108-1

Computerised Representation of the Association between Solar Features and Activities using Radial Basis Functions

Published in IASTED International Conference on Visualization, Imaging and Image Processing (VIIP 2008), 2008

Recommended citation: R. Qahwaji, M. Al-Omari, T. Colak, and S. Ipson (2008). "Computerised Representation of the Association between Solar Features and Activities using Radial Basis Functions," in IASTED International Conference on Visualization, Imaging and Image Processing (VIIP 2008), ACTA Press, Palma de Mallorca, Spain, p. 808.
http://www.actapress.com/Abstract.aspx?paperId=33990

Support Vector Machines for Automated Knowledge Extraction from Historical Solar Data: A Practical Study on CME Predictions

Published in 5th International Multi-Conference on Systems, Signals and Devices (IEEE SSD 2008), 2008

Recommended citation: M. Al-Omari, R. Qahwaji, T. Colak, and S. Ipson (2008). "Support Vector Machines for Automated Knowledge Extraction from Historical Solar Data: A Practical Study on CME Predictions," in 5th International Multi-Conference on Systems, Signals and Devices (IEEE SSD 2008), Amman, Jordan, pp. 1-6.
https://ieeexplore.ieee.org/document/4632812

Using the Real, Gentle and Modest AdaBoost Learning Algorithms to Investigate the Computerised Associations between Coronal Mass Ejections and Filaments

Published in 2008 Mosharaka International Conference on Communications, Computers and Applications, 2008

Recommended citation: R. Qahwaji, M. Al-Omari, T. Colak, and S. Ipson (2008). "Using the Real, Gentle and Modest AdaBoost Learning Algorithms to Investigate the Computerised Associations between Coronal Mass Ejections and Filaments," in Mosharaka International Conference on Communications, Computers and Applications (MIC-CCA 2008), Mosharaka for Researches and Studies, Amman, Jordan, pp. 37-42.
https://ieeexplore.ieee.org/document/4669847

Morphological-Based Filtering of Noise: Practical Study on Solar Images

Published in 2007 IEEE International Conference on Signal Processing and Communications, 2008

Recommended citation: M. Al-Omari, R. Qahwaji, T. Colak, and S. Ipson (2007). "Morphological-Based Filtering of Noise: Practical Study on Solar Images," in IEEE International Conference on Signal Processing and Communication, Dubai, United Arab Emirates, pp. 1075-1078.
https://ieeexplore.ieee.org/document/4728509

Automated Prediction of CMEs Using Machine Learning of CME – Flare Associations

Published in Book Chapter in "Solar Image Analysis and Visualization", 2009

Recommended citation: Qahwaji R, Colak T, Al-Omari M and Ipson S (2009): "Automated Prediction of CMEs Using Machine Learning of CME–Flare Associations", Solar Image Analysis and Visualization, 10.1007/978-0-387-98154-3_19 (ed.), Springer, New York, pp. 261-273.
http://link.springer.com/chapter/10.1007%2F978-0-387-98154-3_19

Applied Machine Learning for Solar Data Processing: Developing Automated Technologies for Knowledge Extraction and Prediction of Solar Activities using Machine Learning

Published in Book by "LAP LAMBERT Academic Publishing", 2009

Recommended citation: Alomari M, Qahwaji R and Ipson S (2011): "Applied Machine Learning for Solar Data Processing", LAP LAMBERT Academic Publishing, Saarbrücken, Germany ISBN: 978-3-8454-7776-3.
https://dl.acm.org/citation.cfm?id=2095920

Next-Day Prediction of Sunspots Area and McIntosh Classifications using Hidden Markov Models

Published in 2009 International Conference on CYBERWORLD, 2009

Recommended citation: M. Al-Omari, R. Qahwaji, T. Colak, S. Ipson, and C. Balch (2009). "Next-Day Prediction of Sunspots Area and McIntosh Classifications using Hidden Markov Models," in 2009 International Conference on CYBERWORLDS Bradford, UK.
https://ieeexplore.ieee.org/document/5279578/

Engineering System Design for Automated Space Weather Forecast. Designing Automatic Software Systems for the Large-Scale Analysis of Solar Data, Knowledge Extraction and the Prediction of Solar Activities Using Machine Learning Techniques.

Published in PhD Thesis, 2010

Recommended citation: Alomari M (2010): "Engineering System Design for Automated Space Weather Forecast", PhD Thesis, University of Bradford, Bradford, UK.
http://hdl.handle.net/10454/4248

Machine Learning-based Investigation of the Associations Between CMEs and Filaments

Published in Solar Physics, 2010

Recommended citation: Al-Omari M, Qahwaji R, Colak T and Ipson S (2010). "Machine Learning-based Investigation of the Associations Between CMEs and Filaments", Solar Physics, DOI: 10.1007/s11207-010-9516-5, 262 (2): 511-539.
https://link.springer.com/article/10.1007/s11207-010-9516-5

Postat: A Cross-Platform, RSS-based Advertising and Event Notification System for Educational Institutions

Published in Procedia-Social and Behavioral Sciences, 2013

Recommended citation: Alomari M. H., Abusaimeh H, Shahin S, and Joudeh R (2013). “Postat: A Cross-Platform, RSS-based Advertising and Event Notification System for Educational Institutions”, Procedia - Social and Behavioral Sciences, 73, 120-127, Elsevier.
https://www.sciencedirect.com/science/article/pii/S1877042813003248

Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning

Published in International Journal of Advanced Computer Science and Applications, 2013

Recommended citation: Alomari MH, Samaha A, and AlKamha K (2013). “Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning”, International Journal of Advanced Computer Science and Applications, 4 (6), 207-212, IJACSA.
https://arxiv.org/abs/1312.2877

Application of Wavelet Transform Analysis to ADCs Harmonics Distortion

Published in Computer and Information Science, 2013

Recommended citation: Awada EA and Alomari MH (2013). “Application of Wavelet Transform Analysis to ADCs Harmonics Distortion”, Computer and Information Science, 6(3), 118-124, CCSE.
http://www.ccsenet.org/journal/index.php/cis/article/view/25826

Systems Variability Modeling: A Textual Model Mixing Class and Feature Concepts

Published in International Journal of Computer Science & Information Technology, 2013

Recommended citation: Younis O, Ghoul S, and Alomari MH (2013). “Systems Variability Modeling: A Textual Model Mixing Class and Feature Concepts”, International Journal of Computer Science & Information Technology (IJCSIT), 5(5), 127-139, AIRCC.
https://arxiv.org/abs/1311.3243

Subject-Independent EEG-Based Discrimination Between Imagined and Executed, Right and Left Fists Movements

Published in European Journal of Scientific Research, 2014

Recommended citation: Alomari MH, Awada EA, and Younis O (2014). “Subject-Independent EEG-Based Discrimination Between Imagined and Executed, Right and Left Fists Movements”, European Journal of Scientific Research, 118(3), 364-373, SRP.
https://www.researchgate.net/publication/260426292_Subject-Independent_EEG-Based_Discrimination_Between_Imagined_and_Executed_Right_and_Left_Fists_Movements

Wavelet-Based Feature Extraction for the Analysis of EEG Signals Associated with Imagined Fists and Feet Movements

Published in Computer and Information Science, 2014

Recommended citation: Alomari MH, Awada EA, Samaha A, and AlKamha K (2014). “Wavelet-Based Feature Extraction for the Analysis of EEG Signals Associated with Imagined Fists and Feet Movements”, Computer and Information Science, 7(2), 17-27, CCSE.
http://www.ccsenet.org/journal/index.php/cis/article/view/32925

Cascade Neural Network to Control A Mobile Robot in Non-Structured Environment

Published in European Journal of Scientific Research, 2014

Recommended citation: Manasreh A, AbuBaker A, Alomari MH, and Baniyounes AM (2014). “Cascade Neural Network to Control A Mobile Robot in Non-Structured Environment”, European Journal of Scientific Research, 21(4), 419-426.
https://www.researchgate.net/publication/263714144_Cascade_Neural_Network_to_Control_A_MobileRobot_in_Non-Structured_Environment

Componentized-based Framework for Developing Engineering e-Training Content

Published in European Journal of Scientific Research, 2014

Recommended citation: Turani A and Alomari MH (2014). “Componentized-based Framework for Developing Engineering e-Training Content”, European Journal of Scientific Research, 121(3), 321-327.
https://www.researchgate.net/publication/263973463_Componentized-Based_Framework_for_Developing_Engineering_E-Training_Content

An Overview of Solar Cooling Technologies Markets Development and its Managerial Aspects

Published in the 6th International Conference on Applied Energy (ICAE2014), 2014

Recommended citation: Baniyounes AM, Ghadi YY, Rasul MG, Alomari MH, and Manasreh A (2014). “An Overview of Solar Cooling Technologies Markets Development and its Managerial Aspects”, In the 6th International Conference on Applied Energy (ICAE2014), Taipei, Taiwan, May 30 - June 2, 2014.
https://www.sciencedirect.com/science/article/pii/S1876610214032597

EEG Mouse: A Machine Learning-Based Brain Computer Interface

Published in International Journal of Advanced Computer Science and Applications, 2014

Recommended citation: Alomari MH, AbuBaker A, Turani A, Baniyounes AM, and Manasreh A (2014). “EEG Mouse: A Machine Learning-Based Brain Computer Interface”, International Journal of Advanced Computer Science and Applications, 5 (4), 193-198.
https://thesai.org/Publications/ViewPaper?Volume=5&Issue=4&Code=IJACSA&SerialNo=28

EEG-Based Classification of Imagined Fists Movements using Machine Learning and Wavelet Transform Analysis

Published in International Journal of Advancements in Electronics and Electrical Engineering, 2014

Recommended citation: Alomari MH, Baniyounes AM, and Awada EA (Sep 2014). “EEG-Based Classification of Imagined Fists Movements using Machine Learning and Wavelet Transform Analysis”, International Journal of Advancements in Electronics and Electrical Engineering (IJAEEE), 3(3), 83-87.
https://www.seekdl.org/conferences/paper/details/3535.html

An Overview of Solar Cooling Technologies Markets Development and its Managerial Aspects

Published in Energy Procedia, 2015

Recommended citation: Baniyounes AM, Ghadi YY, Rasul MG, Alomari MH, and Manasreh A (2015). “An Overview of Solar Cooling Technologies Markets Development and its Managerial Aspects”, Energy Procedia, 61, 1869-1864.
https://www.sciencedirect.com/science/article/pii/S1876610214032597

Wavelet Estimation of THD Based on Hilbert Transform Extraction

Published in International Journal of Applied Engineering Research, 2016

Recommended citation: Awada EA, Alomari MH, and Radwan E (2016). “Wavelet Estimation of THD Based on Hilbert Transform Extraction”, International Journal of Applied Engineering Research, 11(9), 6451-6456.
https://www.semanticscholar.org/paper/Wavelet-Estimation-of-THD-Based-on-Hilbert-Awada-Alomari/59578acb4d065de21098a460391189d412576536

A Predictive Model for Solar Photovoltaic Power using the Levenberg-Marquardt and Bayesian Regularization Algorithms and Real-Time Weather Data

Published in International Journal of Advanced Computer Science and Applications, 2018

Recommended citation: M. H. Alomari, O. Younis, and S. Hayajneh (2018). "A Predictive Model for Solar Photovoltaic Power using the Levenberg-Marquardt and Bayesian Regularization Algorithms and Real-Time Weather Data", International Journal of Advanced Computer Science and Applications, 9 (1), 347-353, Feb. 2018.
https://thesai.org/Publications/ViewPaper?Volume=9&Issue=1&Code=IJACSA&SerialNo=48

Solar Photovoltaic Power Forecasting in Jordan Using Artificial Neural Networks

Published in International Journal of Electrical and Computer Engineering, 2018

Recommended citation: M. H. Alomari, J. Adeeb, and O. Younis (2018). “Solar Photovoltaic Power Forecasting in Jordan Using Artificial Neural Networks,” International Journal of Electrical and Computer Engineering, 8(1), 497-504, Feb. 2018.
http://ijece.iaescore.com/index.php/IJECE/article/view/9719

Erratum to: Machine Learning-Based Investigation of the Associations between CMEs and Filaments

Published in Solar Physics, 2018

Recommended citation: Al-Omari M, Qahwaji R, Colak T and Ipson S (2013). "Erratum to: Machine Learning-based Investigation of the Associations Between CMEs and Filaments", Solar Physics, DOI: 10.1007/s11207-012-0163-x, 282 (1): 319–319.
https://link.springer.com/article/10.1007/s11207-012-0163-x

Cascades Neural Network based Segmentation of Fluorescence Microscopy Cell Nuclei

Published in International Journal of Advanced Computer Science and Applications, 2018

Recommended citation: SM Hayajneh, MH Alomari, and B. Al-Shargabi (2018). “Cascades Neural Network based Segmentation of Fluorescence Microscopy Cell Nuclei”, International Journal of Advanced Computer Science and Applications, 9(5). doi:10.14569/IJACSA.2018.090537
https://thesai.org/Publications/ViewPaper?Volume=9&Issue=5&Code=IJACSA&SerialNo=37

Real-time Detection of Wearable Camera Motion Using Optical Flow

Published in 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, 2018

Recommended citation: O. Younis, W. Al-Nuaimy, F. Rowe, and MH Alomari (2018). Real-time Detection of Wearable Camera Motion Using Optical Flow. In 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) (pp. 238-243).
https://ieeexplore.ieee.org/document/8477783

PVPF Tool: An Automated Web Application for Real-Time Photovoltaic Power Forecasting

Published in International Journal of Electrical and Computer Engineering, 2019

Recommended citation: MH Alomari, J. Adeeb, and O. Younis (2019). “PVPF Tool: An Automated Web Application for Real-Time Photovoltaic Power Forecasting”, International Journal of Electrical and Computer Engineering, 9(1), 34-41. doi:10.11591/ijece.v9i1.pp34-41
http://ijece.iaescore.com/index.php/IJECE/article/view/10664

A Hazard Detection and Tracking System for People with Peripheral Vision Loss using Smart Glasses and Augmented Reality

Published in International Journal of Advanced Computer Science and Applications, 2019

Recommended citation: O. Younis, W. Al-Nuaimy, MH Alomari, and F. Rowe (2019). “A hazard detection and tracking system for people with peripheral vision loss using smart glasses and augmented reality”, International Journal of Advanced Computer Science and Applications, 10(2), 1-9.
https://thesai.org/Publications/ViewPaper?Volume=10&Issue=2&Code=IJACSA&SerialNo=1

A Smart Context-Aware Hazard Attention System to Help People with Peripheral Vision Loss

Published in SENSORS, 2019

Recommended citation: O. Younis, W. Al-Nuaimy, F. Rowe, and MH Alomari (2019). “A Smart Context-Aware Hazard Attention System to Help People with Peripheral Vision Loss”, SENSORS, 19(7). doi:10.3390/s19071630
https://www.ncbi.nlm.nih.gov/pubmed/30959756

talks

Present and Future Directions in the Automated Prediction of Solar Flares

Published: September 01, 2009

R. Qahwaji, T. Colak, M. Al-Omari, O. Ahmed, J. Zraqo, and S. Ipson (2009). “Present and Future Directions in the Automated Prediction of Solar Flares,” in Space Weather Workshop: The meeting of Science, Research, Applications, Operations, and Users. Boulder, Colorado.

Automated CME and Solar Flare Prediction

Published: September 12, 2010

Colak T, Qahwaji R, and Al-Omari M (2010): “Automated CME and Solar Flare Prediction”, Presentation in Fifth Solar Image Processing Workshop (SIPWorkV), Eurotel Victoria Les Diablerets, Les Diablerets, Switzerland.