Muhammad Arif
Publications
10
h-index
8
Citations
438
Highly Influential Citations
18
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Identification and prioritization of critical issues for the promotion of e-learning in Pakistan
S. Farid, R. Ahmad, I. A. Niaz, Muhammad Arif, Shahaboddin Shamshirband, M. D. Khattak
Political Science, Computer Science
Comput. Hum. Behav.
1 October 2015
TLDR
This study contributes in devising taxonomy and proposing new category software for the identified critical issues and the identified dimensions and issues have been prioritized according to their importance using the Analytical Hierarchy Process method. Expand
52 Citations
6
PDF
Soft computing approaches for forecasting reference evapotranspiration
M. Gocić, S. Motamedi, +4 authors Muhammad Arif
Engineering, Computer Science
Comput. Electron. Agric.
1 April 2015
TLDR
SVM-Wavelet model was found to perform better than the GP, SVM-FFA and ANN models and have higher correlation coefficient as compared to ANN and GP computational methods.Expand
96 Citations
5
PDF
A new hybrid support vector machine–wavelet transform approach for estimation of horizontal global solar radiation
Kasra Mohammadi, S. Shamshirband, C. W. Tong, Muhammad Arif, D. Petkovic, Sudheer Ch
Mathematics
1 March 2015
In this paper, a new hybrid approach by combining the Support Vector Machine (SVM) with Wavelet Transform (WT) algorithm is developed to predict horizontal global solar radiation. The predictions are… Expand
163 Citations
5
PDF
Appraisal of soft computing methods for short term consumers' heat load prediction in district heating systems
M. Protić, Shahaboddin Shamshirband, +5 authorsKhubaib Amjad Alam
Engineering
15 March 2015
District heating systems can play a significant role in achieving stringent targets for CO2 emissions with concurrent increase in fuel efficiency. However, there are numerous possibilities for future… Expand
32 Citations
2
RETRACTED ARTICLE: Support vector regression methodology for prediction of output energy in rice production
M. Yousefi, B. Khoshnevisan, +4 authors R. Ahmad
Computer Science
Stochastic Environmental Research and Risk…
21 March 2015
TLDR
A novel predictive model based on artificial intelligence for predicting the output energy in rice production and results show that SVRs can serve as a promising alternative for existing prediction models. Expand
17 Citations
Mobile Botnet Attacks - an Emerging Threat: Classification, Review and Open Issues
Ahmad Karim, Syed Adeel Ali Shah, R. Salleh, Muhammad Arif, R. M. Noor, Shahaboddin Shamshirband
Computer ScienceKSII Trans. Internet Inf. Syst.
29 April 2015
TLDR
This study investigates mobile botnet attacks by exploring attack vectors and subsequently presents a well-defined thematic taxonomy, and compared the effects of existing mobile botnets on commercial platforms as well as open source mobile operating system platforms. Expand
31 Citations
PDF
An architecture of agent-based multi-layer interactive e-learning and e-testing platform
Muhammad Arif, Manzoor Illahi, +6 authors V. Balas
Computer Science
1 October 2015
TLDR
A new architecture for e- learning with two subsystems, namely, e-learning and e-testing with a multi-agent system designed to support instructional design, to retrieve relevant learning materials, and to process and analyses data to enable meaningful e- Learning recommendations for instructors and learners is proposed. Expand
28 Citations
PDF
Sensorless Estimation of Wind Speed by Soft Computing Methodologies: A Comparative Study
D. Petkovic, Muhammad Arif, S. Shamshirband, E. Bani-Hani, Davood Kiakojoori
Mathematics, Computer Science
Informatica

2015
TLDR
Polynomial and radial basis function (RBF) are applied as the kernel function of Support Vector Regression (SVR) technique to estimate the wind speed in this study, which shows a few novel calculations for wind speed estimation, which is focused around soft computing. Expand
14 Citations
PDF
Retraction Note to: Support vector regression methodology for prediction of output energy in rice production
M. Yousefi, B. Khoshnevisan, +4 authors R. Ahmad
Mathematics
Stochastic Environmental Research and Risk…
2015
The Editor-in-Chief has retracted this article [1] because validity of the content of this article cannot be verified. This article showed evidence of peer review and authorship manipulation. The… Expand
5 Citations
PDF
Retraction Note: An architecture of agent-based multi-layer interactive e-learning and e-testing platform
Muhammad Arif, Manzoor Illahi, +6 authors V. Balas
Mathematics
1 November 2015
The Editor-in-Chief has retracted this article.
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