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Dive into the research topics where Muhammad Fayaz is active.

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Featured researches published by Muhammad Fayaz.


frontiers of information technology | 2015

Clever Steady Strategy Algorithm: A Simple and Efficient Approximation Algorithm for Minimum Vertex Cover Problem

Muhammad Fayaz; Shakeel Arshad

This paper presents a simple and fast polynomial time algorithm, the clever, steady strategy algorithm (CSSA). The proposed algorithm consists of three stages which produces optimal or approximate vertex cover for any unknown un-weighted and undirected G = (V, E). In the first step the degree of each node of the given graph is calculated. In second step the minimum degree node(s) is find and also the adjacent nodes of minimum degree nodes are find. In the third stage the minimum degree node in all adjacent nodes of minimum degree is searched out and is selected as a candidate for MVC and all its edges are deleted. These three steps are processed repeatedly until no edge remains in the graph. The CSSA is tested on small as well as on large benchmark instances. The experimental results and comparative analysis show that the CSSA yields better and fast solution than those approximation algorithms found in literature for solving minimum vertex cover problem.


frontiers of information technology | 2016

A Simple, Fast and Near Optimal Approximation Algorithm for Optimization of Un-Weighted Minimum Vertex Cover

Muhammad Fayaz; Shakeel Arshad; Umar Zaman; Akhlaque Ahmad

This paper presents a simple and efficient near optimal algorithm, named Maximum Adjacent Minimum degree Algorithm (MAMA) for optimization of minimum vertex cover problem. The proposed algorithm at each step add that maximum degree vertex which is adjacent to minimum degree vertex. The computational complexity and optimality comparison are carried with other state of the art algorithms on small benchmark instances as well as on large benchmark instances to check the efficiency of the proposed algorithm. The proposed algorithm outperforms the other well-known algorithm and returns near optimal result in quick time.


Applied Sciences | 2017

An Integrated Risk Index Model Based on Hierarchical Fuzzy Logic for Underground Risk Assessment

Muhammad Fayaz; Israr Ullah; Dong-Hwan Park; Kwangsoo Kim; Do-Hyeun Kim


International Journal of Information Technology and Computer Science | 2017

Statistical Features Based Approach (SFBA) for Hourly Energy Consumption Prediction Using Neural Network

Fazli Wahid; Rozaida Ghazali; Muhammad Fayaz; Abdul Salam Shah


International journal of database theory and application | 2016

Navigation through Citation Network Based on Content Similarity Using Cosine Similarity Algorithm

Abdul Ahad; Muhammad Fayaz; Abdul Salam Shah


Processes | 2018

A Blended Risk Index Modeling and Visualization Based on Hierarchical Fuzzy Logic for Water Supply Pipelines Assessment and Management

Muhammad Fayaz; Shabir Ahmad; Israr Ullah; Do-Hyeun Kim


Energies | 2018

Energy Consumption Optimization and User Comfort Management in Residential Buildings Using a Bat Algorithm and Fuzzy Logic

Muhammad Fayaz; Do-Hyeun Kim


Applied Sciences | 2018

Analytical Modeling for Underground Risk Assessment in Smart Cities

Israr Ullah; Muhammad Fayaz; Do-Hyeun Kim


International journal of advanced science and technology | 2017

Prediction of Energy Consumption in the Buildings Using Multi-Layer Perceptron and Random Forest

Fazli Wahid; Rozaida Ghazali; Abdul Salam Shah; Muhammad Fayaz


International Journal of Signal Processing, Image Processing and Pattern Recognition | 2016

A Robust Technique of Brain MRI Classification using Color Features and K-Nearest Neighbors Algorithm

Muhammad Fayaz; Abdul Salam Shah; Fazli Wahid; Asadullah Shah

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Abdul Salam Shah

International Islamic University Malaysia

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Do-Hyeun Kim

Jeju National University

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Asadullah Shah

International Islamic University Malaysia

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Fazli Wahid

Universiti Tun Hussein Onn Malaysia

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Shakeel Arshad

Information Technology University

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Israr Ullah

Jeju National University

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Rozaida Ghazali

Universiti Tun Hussein Onn Malaysia

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Dong-Hwan Park

Electronics and Telecommunications Research Institute

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Sehrish Malik

Jeju National University

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