Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia
Many complex systems in the form of network have been a great focus of research in the last decade. In fact, various domains have been modeled and analyzed as complex networks ranging from biological, technological, transportation, social and many others. The phenomenon of distribution of many den...
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| Format: | Article |
| Language: | English English English |
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Elsevier
2017
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| Online Access: | http://irep.iium.edu.my/54617/ http://irep.iium.edu.my/54617/1/Final%20Online%20paper_AMM.pdf http://irep.iium.edu.my/54617/7/54617_Two-mode%20network%20modeling_WOS.pdf http://irep.iium.edu.my/54617/8/54617_Two-mode%20network%20modeling_SCOPUS.pdf |
| _version_ | 1848784441857540096 |
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| author | Malik, Hafiz Abid Mahmood Mahesar, Abdul Waheed Abid, Faiza Waqas, Ahmad Wahiddin, Mohamed Ridza |
| author_facet | Malik, Hafiz Abid Mahmood Mahesar, Abdul Waheed Abid, Faiza Waqas, Ahmad Wahiddin, Mohamed Ridza |
| author_sort | Malik, Hafiz Abid Mahmood |
| building | IIUM Repository |
| collection | Online Access |
| description | Many complex systems in the form of network have been a great focus of research in the last decade. In fact, various domains have been modeled and analyzed as complex networks ranging from biological, technological, transportation, social and many others. The phenomenon of distribution of many dengue cases has been a great concern in Malaysia in recent years. Therefore, in this work we formalize and analyze the dengue spreading phenomenon from the perspective of complex network and model the dataset of dengue affected cases in Gombak, Selangor (Malaysia) into two-mode network. By using the real dataset of dengue cases in Malaysian states obtained from the Malaysian Health Ministry, we observe this network with global (Closeness, Betweenness and Short path-length)and local (Degree and Clustering coefficient) structure perspectives. We further formalize it by projecting from two-mode network using three methods of network projection. From the network analysis, we found that there are few localities that were affected again and again throughout the year. Further, few localities have high number of dengue cases as compared to others. From the global structures perspective, very few localities have shown closeness to all other localities and therefore easing the route for the propagation of dengue virus that has the highest weight in terms of number of dengue cases. |
| first_indexed | 2025-11-14T16:37:18Z |
| format | Article |
| id | iium-54617 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T16:37:18Z |
| publishDate | 2017 |
| publisher | Elsevier |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-546172017-06-19T05:41:24Z http://irep.iium.edu.my/54617/ Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia Malik, Hafiz Abid Mahmood Mahesar, Abdul Waheed Abid, Faiza Waqas, Ahmad Wahiddin, Mohamed Ridza QA Mathematics RA Public aspects of medicine Many complex systems in the form of network have been a great focus of research in the last decade. In fact, various domains have been modeled and analyzed as complex networks ranging from biological, technological, transportation, social and many others. The phenomenon of distribution of many dengue cases has been a great concern in Malaysia in recent years. Therefore, in this work we formalize and analyze the dengue spreading phenomenon from the perspective of complex network and model the dataset of dengue affected cases in Gombak, Selangor (Malaysia) into two-mode network. By using the real dataset of dengue cases in Malaysian states obtained from the Malaysian Health Ministry, we observe this network with global (Closeness, Betweenness and Short path-length)and local (Degree and Clustering coefficient) structure perspectives. We further formalize it by projecting from two-mode network using three methods of network projection. From the network analysis, we found that there are few localities that were affected again and again throughout the year. Further, few localities have high number of dengue cases as compared to others. From the global structures perspective, very few localities have shown closeness to all other localities and therefore easing the route for the propagation of dengue virus that has the highest weight in terms of number of dengue cases. Elsevier 2017-03-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/54617/1/Final%20Online%20paper_AMM.pdf application/pdf en http://irep.iium.edu.my/54617/7/54617_Two-mode%20network%20modeling_WOS.pdf application/pdf en http://irep.iium.edu.my/54617/8/54617_Two-mode%20network%20modeling_SCOPUS.pdf Malik, Hafiz Abid Mahmood and Mahesar, Abdul Waheed and Abid, Faiza and Waqas, Ahmad and Wahiddin, Mohamed Ridza (2017) Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia. Applied Mathematical Modelling, 43. pp. 207-220. ISSN 0307-904X E-ISSN 1872-8480 http://www.elsevier.com/locate/apm 10.1016/j.apm.2016.10.060 |
| spellingShingle | QA Mathematics RA Public aspects of medicine Malik, Hafiz Abid Mahmood Mahesar, Abdul Waheed Abid, Faiza Waqas, Ahmad Wahiddin, Mohamed Ridza Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia |
| title | Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia |
| title_full | Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia |
| title_fullStr | Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia |
| title_full_unstemmed | Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia |
| title_short | Two-mode network modeling and analysis of dengue epidemic behaviour in Gombak, Malaysia |
| title_sort | two-mode network modeling and analysis of dengue epidemic behaviour in gombak, malaysia |
| topic | QA Mathematics RA Public aspects of medicine |
| url | http://irep.iium.edu.my/54617/ http://irep.iium.edu.my/54617/ http://irep.iium.edu.my/54617/ http://irep.iium.edu.my/54617/1/Final%20Online%20paper_AMM.pdf http://irep.iium.edu.my/54617/7/54617_Two-mode%20network%20modeling_WOS.pdf http://irep.iium.edu.my/54617/8/54617_Two-mode%20network%20modeling_SCOPUS.pdf |