An Improved Particle Swarm Algorithm for Multi-Objectives Based Optimization in MPLS/GMPLS Networks

Autor: Mohsin Masood, Mohamed Mostafa Fouad, Rashid Kamal, Ivan Glesk, Imran Ullah Khan

Publikováno v: IEEE Access, Vol 7, Pp 137147-137162 (2019)

Particle swarm optimization (PSO) is a swarm-based optimization technique capable of solving different categories of optimization problems. Nevertheless, PSO has a serious exploration issue that makes it a difficult choice for multi-objectives constr

Externí odkaz: https://doaj.org/article/c9f56b0bd7424f03b53bcd65161b3581

Emotion Classification and Crowd Source Sensing; A Lexicon Based Approach

Autor: Mohsin Masood, Carsten Maple, Amjad Mehmood, Abdul Wahid, Munam Ali Shah, Rashid Kamal

Publikováno v: IEEE Access, Vol 7, Pp 27124-27134 (2019)

In today's world, social media provides a valuable platform for conveying expressions, thoughts, point-of-views, and communication between people, from diverse walks of life. There are currently approximately 2.62 billion active users' social network

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7cb0fea090ca403dc169926063d182f6
https://ieeexplore.ieee.org/document/8620685/

A modified whale optimisation algorithm for enhancing the features selection process in machine learning

Autor: Ezaz Uddin Syed, Dr Mohsin Masood, Mohamed Mostafa Fouad, Ivan Glesk

Publikováno v: Proc. 29th Telecommunications Forum TELFOR 2021
University of Strathclyde
2021 29th Telecommunications Forum (TELFOR)
29th Telecommunications Forum TELFOR 2021

In recent years, when there is an abundance of large datasets in various fields, the importance of feature selection problem has become critical for researchers. The real world applications rely on large datasets, which implies that datasets have hun

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d84e7b325b6942aa42f16b02f3107b08

Pareto Based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks

Autor: Mohamed Mostafa Fouad Fouad, Mohsin Masood, Ivan Glesk

Publikováno v: The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018) ISBN: 9783319746890
AMLTA

Modern communication networks offer advance and diverse applications, which require huge usage of network resources while providing quality of services to the users. Advance communication is based on multiple switched networks that cannot be handle b

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa2cce70d190debc1e361a779eda75bc
https://doi.org/10.1007/978-3-319-74690-6_4

A Pareto based approach with elitist learning strategy for MPLS/GMPS networks

Autor: Ivan Glesk, Mohamed Mostafa M. Fouad, Mohsin Masood

Publikováno v: 9th Computer Science & Electronic Engineering Conference
CEEC

—Modern telecommunication networks are based on diverse applications that highlighted the status of efficient use of network resources and performance optimization. Various methodologies are developed to address multi-objectives optimization within

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ed3bdb5e752d14e655d118889e2c8b16
https://strathprints.strath.ac.uk/62008/1/Masood_etal_CEEC_2017_Pareto_based_approach_with_elitist_learning_strategy_for_MPLS_GMPS_networks.pdf