J
Junaid Qadir
Researcher at Information Technology University
Publications - 206
Citations - 6796
Junaid Qadir is an academic researcher from Information Technology University. The author has contributed to research in topics: The Internet & Wireless network. The author has an hindex of 37, co-authored 206 publications receiving 4145 citations. Previous affiliations of Junaid Qadir include University of the Punjab & Cisco Systems, Inc..
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Big Data in the construction industry
Muhammad Bilal,Lukumon O. Oyedele,Junaid Qadir,Kamran Munir,Saheed O. Ajayi,Olugbenga O. Akinade,Hakeem A. Owolabi,Hafiz Alaka,Maruf Pasha +8 more
TL;DR: This paper presents a wide-ranging interdisciplinary review of literature of fields such as statistics, data mining and warehousing, machine learning, and Big Data Analytics in the context of the construction industry and discusses the future potential of such technologies across the multiple domain-specific sub-areas of theConstruction industry.
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Community detection in networks: A multidisciplinary review
Muhammad Aqib Javed,Muhammad Shahzad Younis,Siddique Latif,Siddique Latif,Junaid Qadir,Adeel Baig,Adeel Baig +6 more
TL;DR: A contemporary survey on the methods of community detection and its applications in the various domains of real life by reviewing prevailing community detection algorithms that range from traditional algorithms to state of the art algorithms for overlapping community detection.
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Comparing Oversampling Techniques to Handle the Class Imbalance Problem: A Customer Churn Prediction Case Study
Adnan Amin,Sajid Anwar,Awais Adnan,Muhammad Nawaz,Newton Howard,Junaid Qadir,Ahmad Hawalah,Amir Hussain +7 more
TL;DR: The empirical results demonstrate that the overall predictive performance of MTDF and rules-generation based on genetic algorithms performed the best as compared with the rest of the evaluated oversampling methods and rule-generation algorithms.
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Leveraging Data Science to Combat COVID-19: A Comprehensive Review
Siddique Latif,Muhammad Usman,Sanaullah Manzoor,Waleed Iqbal,Junaid Qadir,Gareth Tyson,Ignacio Castro,Adeel Razi,Maged N. Kamel Boulos,Adrian Weller,Jon Crowcroft +10 more
TL;DR: This paper attempts to systematise the various COVID-19 research activities leveraging data science, where data science is defined broadly to encompass the various methods and tools that can be used to store, process, and extract insights from data.
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Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges
Muhammad Usama,Junaid Qadir,Aunn Raza,Hunain Arif,Kok-Lim Alvin Yau,Yehia Elkhatib,Amir Hussain,Ala Al-Fuqaha +7 more
TL;DR: In this article, the authors provide an overview of unsupervised learning in the domain of networking, and provide a comprehensive review of the current state of the art in this area, by synthesizing insights from previous survey papers.