Riyad Alshammari

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 13

Top Topics

Machine Learning

Diabetes Mellitus

Instant Messaging

Top Venues

Int. J. Medical Eng. Informatics

Publications

Abdulwahhab Alshammari, Noorah Atiyah, Hanoof Alaboodi, Riyad Alshammari
Identification of stroke using deepnet machine learning algorithm. Int. J. Medical Eng. Informatics 15 (5) (2023)
Zolboo Erdenebaatar, Biswajit Nandy, Nabil Seddigh, Riyad Alshammari, Marwa Elsayed, Nur Zincir-Heywood
Instant Messaging Application Encrypted Traffic Generation System. NOMS (2023)
Zolboo Erdenebaatar, Riyad Alshammari, Nur Zincir-Heywood, Marwa Elsayed, Biswajit Nandy, Nabil Seddigh
Analyzing Traffic Characteristics of Instant Messaging Applications on Android Smartphones. NOMS (2023)
Zolboo Erdenebaatar, Riyad Alshammari, Biswajit Nandy, Nabil Seddigh, Marwa Elsayed, Nur Zincir-Heywood
Depicting Instant Messaging Encrypted Traffic Characteristics through an Empirical Study. ICCCN (2023)
Asma Kausar, Imran Razzak, Ibrahim Shapiai, Riyad Alshammari
An Improved Dense V-Network for Fast and Precise Segmentation of Left Atrium. IJCNN (2021)
Tahani Daghistani, Huda Alghamdi, Riyad Alshammari, Raed H. AlHazme
Predictors of outpatients' no-show: big data analytics using apache spark. J. Big Data 7 (1) (2020)
Moath Bagarish, Riyad Alshammari, A. Nur Zincir-Heywood
Are There Bots even in FIFA World Cup 2018 Tweets? CNSM (2019)
Zakhriya Alhassan, David Budgen, Ali Alessa, Riyad Alshammari, Tahani Daghstani, Noura Al Moubayed
Collaborative Denoising Autoencoder for High Glycated Haemoglobin Prediction. ICANN (Workshop) (2019)
Zakhriya Alhassan, David Budgen, Riyad Alshammari, Tahani Daghstani, A. Stephen McGough, Noura Al Moubayed
Stacked Denoising Autoencoders for Mortality Risk Prediction Using Imbalanced Clinical Data. ICMLA (2018)
Zakhriya Alhassan, A. Stephen McGough, Riyad Alshammari, Tahani Daghstani, David Budgen, Noura Al Moubayed
Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning Models. ICANN (3) (2018)
Riyad Alshammari, A. Nur Zincir-Heywood
How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP? J. Netw. Syst. Manag. 23 (4) (2015)
Riyad Alshammari, A. Nur Zincir-Heywood
Identification of VoIP encrypted traffic using a machine learning approach. J. King Saud Univ. Comput. Inf. Sci. 27 (1) (2015)
Mowafa S. Househ, Riyad Alshammari, Mariam Almutairi, Amr Jamal, Saleh Alshoaib
Building a Culture of Health Informatics Innovation and Entrepreneurship: A New Frontier. ICIMTH (2015)
Mowafa S. Househ, Riyad Alshammari, Huda Jradi, Omar B. Da'ar, Basema Saddik, Ahmed Alamry
Aligning Public Health and Health Informatics Research Strengths with National Level Research Priorities in Saudi Arabia. ICIMTH (2014)
Riyad Alshammari, A. Nur Zincir-Heywood
The Impact of Evasion on the Generalization of Machine Learning Algorithms to Classify VoIP Traffic. ICCCN (2012)
Riyad Alshammari, A. Nur Zincir-Heywood
Is machine learning losing the battle to produce transportable signatures against VoIP traffic? IEEE Congress on Evolutionary Computation (2011)
Riyad Alshammari, A. Nur Zincir-Heywood
Can encrypted traffic be identified without port numbers, IP addresses and payload inspection? Comput. Networks 55 (6) (2011)
Riyad Alshammari, A. Nur Zincir-Heywood
Unveiling Skype encrypted tunnels using GP. IEEE Congress on Evolutionary Computation (2010)
Riyad Alshammari, A. Nur Zincir-Heywood
An investigation on the identification of VoIP traffic: Case study on Gtalk and Skype. CNSM (2010)
Riyad Alshammari, A. Nur Zincir-Heywood
Machine learning based encrypted traffic classification: Identifying SSH and Skype. CISDA (2009)
Riyad Alshammari, Peter Lichodzijewski, Malcolm I. Heywood, A. Nur Zincir-Heywood
Classifying SSH encrypted traffic with minimum packet header features using genetic programming. GECCO (Companion) (2009)
Riyad Alshammari, A. Nur Zincir-Heywood
Generalization of signatures for SSH encrypted traffic identification. CICS (2009)
Riyad Alshammari, A. Nur Zincir-Heywood
Investigating Two Different Approaches for Encrypted Traffic Classification. PST (2008)
Riyad Alshammari, A. Nur Zincir-Heywood
A Preliminary Performance Comparison of Two Feature Sets for Encrypted Traffic Classification. CISIS (2008)
Riyad Alshammari, A. Nur Zincir-Heywood
A flow based approach for SSH traffic detection. SMC (2007)
Riyad Alshammari, Sumalee Sonamthiang, Mohsen Teimouri, Denis Riordan
Using Neuro-Fuzzy Approach to Reduce False Positive Alerts. CNSR (2007)