Detection of Obsessive-Compulsive Disorder in Australian Children and Adolescents Using Machine Learning Methods
Paper
Haque, Umme Maezia, Kabir, Enamul and Khanam, Rasheda. 2022. "Detection of Obsessive-Compulsive Disorder in Australian Children and Adolescents Using Machine Learning Methods." Traina, Agma, Wang, Hua, Zhang, Yong and Siuly, Siuly (ed.) 11th International Conference on Health Information Science (HIS 2022). Virtual 28 - 30 Oct 2022 Cham, Switzerland. https://doi.org/10.1007/978-3-031-20627-6_2
| Paper/Presentation Title | Detection of Obsessive-Compulsive Disorder in Australian Children and Adolescents Using Machine Learning Methods |
|---|---|
| Presentation Type | Paper |
| Authors | Haque, Umme Maezia (Author), Kabir, Enamul (Author) and Khanam, Rasheda (Author) |
| Editors | Traina, Agma, Wang, Hua, Zhang, Yong and Siuly, Siuly |
| Journal or Proceedings Title | Lecture Notes in Computer Science (Book series) |
| ERA Conference ID | 73271 |
| Journal Citation | 13705, pp. 16-25 |
| Number of Pages | 10 |
| Year | 2022 |
| Publisher | Springer |
| Place of Publication | Cham, Switzerland |
| ISSN | 1611-3349 |
| 0302-9743 | |
| ISBN | 9783031206269 |
| 9783031206276 | |
| Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-031-20627-6_2 |
| Web Address (URL) of Paper | https://link.springer.com/chapter/10.1007/978-3-031-20627-6_2 |
| Conference/Event | 11th International Conference on Health Information Science (HIS 2022) |
| International Conference on Health Information Science (HIS) | |
| Event Details | 11th International Conference on Health Information Science (HIS 2022) Event Date 28 to end of 30 Oct 2022 Event Location Virtual |
| Event Details | International Conference on Health Information Science (HIS) HIS |
| Abstract | Obsessive-compulsive disorder (OCD) is extremely common, but early detection is difficult because symptoms do not appear until puberty. Therefore, it is crucial to identify the causes of this mental illness. Making an early and accurate diagnosis of OCD in children and adolescents is essential to preventing the long-term problems. Several studies have looked at ways to recognise OCD in children, but their accuracy was not very high and they only included a few features and participants. Therefore, the purpose of this study was to examine the detection of OCD utilising machine learning algorithms and 667 features from Young Minds Matter (YMM), Australia’s nationally representative mental health survey of children and adolescents aged 4 to 17 years. According to the internal CV score of the Tree-based Pipeline Optimization Tool (TPOTClassifier), the performance of the suggested technique has been evaluated on the YMM dataset using three of the most optimal algorithms, including Random Forest (RF), Decision Tree (DT), and Gaussian Naïve Bayes (GaussianNB). GaussianNB outperformed all other methods in classifying OCD with 91% accuracy, 76% precision, and 96% specificity, despite significant variation in model performance. |
| Keywords | OCD; YMM; RF; DT; GaussianNB; TPOTClassifier |
| ANZSRC Field of Research 2020 | 420699. Public health not elsewhere classified |
| Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
| Byline Affiliations | School of Sciences |
| School of Mathematics, Physics and Computing | |
| Faculty of Business | |
| Institution of Origin | University of Southern Queensland |
| Edition | LNCS13705 |
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Siuly, Siuly, Alcin, Omer Faruk, Kabir, Enamul, Sengur, Abdulkadir, Wang, Hua, Zhang, Yanchun and Whittaker, Frank. 2020. "A new framework for automatic detection of patients with mild cognitive impairment using resting-state EEG signals." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28 (9), pp. 1966-1976. https://doi.org/10.1109/TNSRE.2020.3013429Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data." Psychiatry Research. 292. https://doi.org/10.1016/j.psychres.2020.113364The relation between an ageing population and economic growth in Bangladesh: evidence from an endogenous growth model
Mamun, Shamsul Arifeen Khan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2020. "The relation between an ageing population and economic growth in Bangladesh: evidence from an endogenous growth model." Economic Analysis and Policy. 66, pp. 14-25. https://doi.org/10.1016/j.eap.2020.02.001The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey." PLoS One. 15 (4). https://doi.org/10.1371/journal.pone.0231180Suicidality, mental disorder and the utilization of mental health services among Australian adolescents
Islam, Md. Irteja, Kabir, Enamul and Khanam, Rasheda. 2020. "Suicidality, mental disorder and the utilization of mental health services among Australian adolescents." Children and Youth Services Review. 111. https://doi.org/10.1016/j.childyouth.2020.104821The costs of disability in Australia: a hybrid panel-data examination
Vu, Binh, Khanam, Rasheda, Rahman, Maisha and Nghiem, Son. 2020. "The costs of disability in Australia: a hybrid panel-data examination." Health Economics Review. 10 (1), pp. 1-10. https://doi.org/10.1186/s13561-020-00264-1Modelling zero-truncated overdispersed antenatal health care count data of women in Bangladesh
Hossain, Zakir, Akter, Rozina, Sultana, Nasrin and Kabir, Enamul. 2020. "Modelling zero-truncated overdispersed antenatal health care count data of women in Bangladesh." PLoS One. 15 (1). https://doi.org/10.1371/journal.pone.0227824Analysis of overdispersed antenatal health care count data
Hossain, Zakir and Kabir, Enamul. 2019. "Analysis of overdispersed antenatal health care count data." Melbourne International Business and Social Science Research Conference 2019. Melbourne, Australia 28 - 30 Sep 2019 Australia.The income gradient and child mental health in Australia: does it vary by assessors?
Khanam, Rasheda, Nghiem, Son and Rahman, Maisha. 2020. "The income gradient and child mental health in Australia: does it vary by assessors?" European Journal of Health Economics. 21 (1), pp. 19-36. https://doi.org/10.1007/s10198-019-01106-6Implicitly estimating the cost of mental illness in Australia: a standard-of-living approach
Nghiem, Son, Khanam, Rasheda, Vu, Xuan-Binh and Tran, Bach Xuan. 2020. "Implicitly estimating the cost of mental illness in Australia: a standard-of-living approach." Applied Health Economics and Health Policy. 18 (2), pp. 261-270. https://doi.org/10.1007/s40258-019-00526-yMicrocredit participation and child schooling in rural Bangladesh: evidence from a cross-sectional survey
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Son. 2019. "Microcredit participation and child schooling in rural Bangladesh: evidence from a cross-sectional survey." Economic Analysis and Policy. 64, pp. 293-301. https://doi.org/10.1016/j.eap.2019.09.005A pilot study to assess the effects of Tai Chi on health indicators in type 1 diabetes patients
Liu, Xin, Russell, Anthony, Kabir, Enamul and Brown, Wendy. 2019. "A pilot study to assess the effects of Tai Chi on health indicators in type 1 diabetes patients." Health. 11, pp. 341-350. https://doi.org/10.4236/health.2019.113030A quantitative approach to influential factors in One Day International cricket: analysis based on Bangladesh
Khan, Jahidur Rahmna, Biswas, Raaj Kishore and Kabir, Enamul. 2019. "A quantitative approach to influential factors in One Day International cricket: analysis based on Bangladesh." Journal of Sports Analytics. 5, pp. 57-63. https://doi.org/10.3233/JSA-170260Causes of urban migration in Bangladesh: evidence from the urban health survey
Biswas, Raaj Kishore, Kabir, Enamul and Khan, Hafiz T. A.. 2019. "Causes of urban migration in Bangladesh: evidence from the urban health survey." Population Research and Policy Review. 38 (4), pp. 593-614. https://doi.org/10.1007/s11113-019-09532-3A new design of mental state classification for subject independent BCI systems
Joadder, Md. A. M., Siuly, S., Kabir, E., Wang, H. and Zhang, Y.. 2019. "A new design of mental state classification for subject independent BCI systems." IRBM. 40 (5), pp. 297-305. https://doi.org/10.1016/j.irbm.2019.05.004Presence of books for children in the households of Bangladesh: a district-wise distribution
Biswas, Raaj Kishore, Sarker, Elizabeth Bianca, Kabir, Enamul and Senserrick, Teresa. 2020. "Presence of books for children in the households of Bangladesh: a district-wise distribution." Reading and Writing Quarterly: overcoming learning difficulties. 36 (1), pp. 65-79. https://doi.org/10.1080/10573569.2019.1624665Trend of child marriage in Bangladesh: a reflection on significant socioeconomic factors
Biswas, Raaj Kishore, Khan, Jahidur Rahman and Kabir, Enamul. 2019. "Trend of child marriage in Bangladesh: a reflection on significant socioeconomic factors." Children and Youth Services Review. 104, pp. 1-9. https://doi.org/10.1016/j.childyouth.2019.06.017Association between physical activity and diabetic complications among Bangladeshi type 2 diabetic patients
Bukht, Mohammad Sadaat, Ahmed, Kazi Rumana, Hossain, Sahadat, Masud, Parisha, Sultana, Shuhana and Khanam, Rasheda. 2019. "Association between physical activity and diabetic complications among Bangladeshi type 2 diabetic patients." Diabetes and Metabolic Syndrome: Clinical Research and Reviews. 13 (1), pp. 806-809. https://doi.org/10.1016/j.dsx.2018.11.069The costs of disability in Australia: a hybrid panel-data examination
Vu, Xuan-Binh (Benjamin), Khanam, Rasheda, Rahman, Maisha and Nghiem, Son. 2019. The costs of disability in Australia: a hybrid panel-data examination. University of Southern Queensland.Estimating the cost of mental illness in Australia: a standard of living approach
Nghiem, Son, Khanam, Rasheda, Vu, Xuan-Binh (Benjamin) and Tran, Bach Xuan. 2019. Estimating the cost of mental illness in Australia: a standard of living approach. University of Southern Queensland.Financial exclusion and the role of Islamic finance in Australia: a case study in Queensland
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad M. and Khanam, Rasheda. 2018. "Financial exclusion and the role of Islamic finance in Australia: a case study in Queensland." Australasian Accounting Business and Finance Journal. 12 (4), pp. 43-59. https://doi.org/10.14453/aabfj.v12i4.3A novel statistical technique for intrusion detection systems
Kabir, Enamul, Hu, Jiankun, Wang, Hua and Zhou, Guangping. 2018. "A novel statistical technique for intrusion detection systems." Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 79, pp. 303-318. https://doi.org/10.1016/j.future.2017.01.029The relationship between access to microfinance, health-seeking behaviour and health service uses: evidence from Bangladesh
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Hong Son. 2018. "The relationship between access to microfinance, health-seeking behaviour and health service uses: evidence from Bangladesh." Economic Analysis and Policy. 60, pp. 9-17. https://doi.org/10.1016/j.eap.2018.08.004Health care expenditure and health outcome nexus: new evidence from the SAARC-ASEAN region
Rahman, Mohammad Mafizur, Khanam, Rasheda and Rahman, Maisha. 2018. "Health care expenditure and health outcome nexus: new evidence from the SAARC-ASEAN region." Globalization and Health. 14 (1), pp. 1-11. https://doi.org/10.1186/s12992-018-0430-1The impacts of international migrants’ remittances on household consumption volatility in developing countries
Mondal, Ripon Kumar and Khanam, Rasheda. 2018. "The impacts of international migrants’ remittances on household consumption volatility in developing countries." Economic Analysis and Policy. 59, pp. 171-187. https://doi.org/10.1016/j.eap.2018.07.001A new way of channel selection in the motor imagery classification for BCI applications
Joadder, Md. A. Mannan, Siuly, Siuly and Kabir, Enamul. 2018. "A new way of channel selection in the motor imagery classification for BCI applications." Siuly, Siuly, Lee, Ickjai, Huang, Zhisheng, Zhou, Rui, Wang, Hua and Xiang, Wei (ed.) 7th International Conference on Health Information Science (HIS 2018). Cairns, Australia 05 - 07 Oct 2018 Switzerland. Springer. https://doi.org/10.1007/978-3-030-01078-2_10Mental health service use in Australia: the role of family structure and socio-economic status
Vu, Xuan-Binh (Benjamin), Biswas, Raaj Kishore, Khanam, Rasheda and Rahman, Maisha. 2018. "Mental health service use in Australia: the role of family structure and socio-economic status." Children and Youth Services Review. 93, pp. 378-389. https://doi.org/10.1016/j.childyouth.2018.08.001Investment in research and development compared to military expenditure: is research worthwhile?
Biswas, Raaj Kishore, Kabir, Enamul and Rafi, Refat Bin Reza. 2019. "Investment in research and development compared to military expenditure: is research worthwhile?" Defence and Peace Economics. 30 (7), pp. 846-857. https://doi.org/10.1080/10242694.2018.1477235A macro-level approach to assess the early developmental vulnerabilities of children in Australia: a local government area-based analysis
Biswas, Raaj Kishore and Kabir, Enamul. 2018. "A macro-level approach to assess the early developmental vulnerabilities of children in Australia: a local government area-based analysis." Children and Youth Services Review. 93, pp. 161-169. https://doi.org/10.1016/j.childyouth.2018.07.005Socioeconomic transition and its influence on body mass index (BMI) pattern in Bangladesh
Biswas, Raaj Kishore, Kabir, Enamul and Khan, Hafiz T. A.. 2019. "Socioeconomic transition and its influence on body mass index (BMI) pattern in Bangladesh." Journal of Evaluation in Clinical Practice. 25 (1), pp. 130-141. https://doi.org/10.1111/jep.13028Does income inequality matters for accessing health facility? Evidence from Bangladesh
Kabir, Enamul and Biswas, Raaj Kishore. 2018. "Does income inequality matters for accessing health facility? Evidence from Bangladesh." Melbourne International Business and Social Science Research Conference (MIBSRC 2018). Melbourne, Australia 27 - 28 Oct 2018 Australia.The income gradient of child mental health in Australia? Does it vary across assessors, SES and family characteristics?
Khanam, Rasheda, Perales, Francisco and Nghiem, Son. 2018. "The income gradient of child mental health in Australia? Does it vary across assessors, SES and family characteristics?" Western Economic Association International, 14th International Conference (IC2018). Newcastle, Australia 11 - 14 Jan 2018Health care expenditure and health outcome nexus: new evidence from SAARC-ASEAN region
Rahman, Mohammad Mafizur and Khanam, Rasheda. 2017. "Health care expenditure and health outcome nexus: new evidence from SAARC-ASEAN region." 7th International Conference on Financial Management and Economics (ICFME 2017). Beijing, China 23 - 25 Jul 2017Ageing population and economic growth nexus in Bangladesh: evidence from an endogenous growth model
Mamun, Shamsul Arifeen Khan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2017. "Ageing population and economic growth nexus in Bangladesh: evidence from an endogenous growth model." 1st International Conference on Energy, Finance and the Macroeconomy (ICEFM-2017). Montpellier, France 22 - 24 Nov 2017 Montpellier, France.Does national investment on R&D compared to military expenditure achieve greater development?
Kabir, Enamul, Biswas, Raaj and Rafi, Refat Bin Reza. 2017. "Does national investment on R&D compared to military expenditure achieve greater development?" Melbourne International Business and Social Science Research Conference 2017. Melbourne, Australia 28 - 30 Oct 2017 Australia.An analysis system detecting epileptic seizure from EEG
Kabir, Enamul and Wang, Hua. 2017. "An analysis system detecting epileptic seizure from EEG." 2017 Young Statisticians Conference: Modelling Our Future. Tweed Heads, Australia 26 - 27 Sep 2017 Australia.The determinants of household out-of-pocket (OOP) medical expenditure in rural Bangladesh
Mamun, Shamsul Arifeen Khan, Khanam, Rasheda and Rahman, Mohammad Mafizur. 2018. "The determinants of household out-of-pocket (OOP) medical expenditure in rural Bangladesh." Applied Health Economics and Health Policy. 16 (2), pp. 219-234. https://doi.org/10.1007/s40258-018-0376-8A computer aided analysis scheme for detecting epileptic seizure from EEG data
Kabir, Enamul, Siuly, Siuly, Cao, Jinli and Wang, Hua. 2018. "A computer aided analysis scheme for detecting epileptic seizure from EEG data." International Journal of Computational Intelligence Systems. 11, pp. 663-671. https://doi.org/10.2991/ijcis.11.1.51Child labour and school attendance: evidence from Bangladesh
Khanam, Rasheda. 2004. "Child labour and school attendance: evidence from Bangladesh." 5th Association of Pacific Rim Universities Doctoral Students Conference (APRU 2004). Sydney, Australia 09 - 13 Aug 2004Impact of child labour on school attendance and school attainment: evidence from Bangladesh
Khanam, Rasheda. 2004. "Impact of child labour on school attendance and school attainment: evidence from Bangladesh." 3rd International Conference of the Japan Economic Policy Association (JEPA 2004): Policy Implementation and Its Consequences： What Good Does Economics Do?. Tokyo, Japan 13 - 14 Nov 2004 Tokyo, Japan.Child labour in Bangladesh: determinants and effects
Khanam, Rasheda. 2004. "Child labour in Bangladesh: determinants and effects." 3rd International Conference of the Japan Economic Policy Association (JEPA 2004): Policy Implementation and Its Consequences： What Good Does Economics Do?. Tokyo, Japan 13 - 14 Nov 2004 Tokyo, Japan.Behavioural and Emotional Problems in Children and Educational Outcomes: A Dynamic Panel Data Analysis
Khanam, Rasheda and Nghiem, Son. 2018. "Behavioural and Emotional Problems in Children and Educational Outcomes: A Dynamic Panel Data Analysis." Administration and Policy in Mental Health and Mental Health Services Research. 45 (3), pp. 472-483. https://doi.org/10.1007/s10488-017-0837-7The effects of microfinance on women’s empowerment: new evidence from Bangladesh
Rahman, Mohammad Mafizur, Khanam, Rasheda and Nghiem, Son. 2017. "The effects of microfinance on women’s empowerment: new evidence from Bangladesh." International Journal of Social Economics. 44 (12), pp. 1745-1457. https://doi.org/10.1108/IJSE-02-2016-0070BMI transitions in Australian women: amount and causes of weight change associated with progression from healthy to unhealthy BMI over 16 years
Brown, Wendy J., Kabir, Enamul, Gomersall, Sjaan and Clark, Bronwyn. 2017. "BMI transitions in Australian women: amount and causes of weight change associated with progression from healthy to unhealthy BMI over 16 years." 24th European Congress on Obesity (ECO2017). Porto, Portugal 17 - 20 May 2017Women’s opinion on the justification of physical spousal violence: a quantitative approach to model the most vulnerable households in Bangladesh
Biswas, Raaj Kishore, Rahman, Nusma, Kabir, Enamul and Raihan, Farabi. 2017. "Women’s opinion on the justification of physical spousal violence: a quantitative approach to model the most vulnerable households in Bangladesh." PLoS One. 12 (11). https://doi.org/10.1371/journal.pone.0187884Effect of sex and age on traumatic brain injury: a geographical comparative study
Biswas, Raaj Kishore, Kabir, Enamul and King, Rachel. 2017. "Effect of sex and age on traumatic brain injury: a geographical comparative study." Archives of Public Health. 75 (1). https://doi.org/10.1186/s13690-017-0211-yInfluence of distance between residence and health facilities on non-communicable diseases: an assessment over hypertension and diabetes in Bangladesh
Biswas, Raaj Kishore and Kabir, Enamul. 2017. "Influence of distance between residence and health facilities on non-communicable diseases: an assessment over hypertension and diabetes in Bangladesh." PLoS One. 12 (5). https://doi.org/10.1371/journal.pone.0177027Family income and child cognitive development: a response to Marks
Khanam, Rasheda and Nghiem, Son. 2017. "Family income and child cognitive development: a response to Marks." Demography. 54 (2), pp. 809-812. https://doi.org/10.1007/s13524-017-0567-1What factors should we focus on to prevent progression from healthy to unhealthy BMI in Australian women?
Brown, Wendy, Kabir, Enamul, Clark, Bronwyn and Gomersall, Sjaan. 2016. "What factors should we focus on to prevent progression from healthy to unhealthy BMI in Australian women?" 6th International Congress on Physical Activity and Public Health (ISPAH 2016). Bangkok, Thailand 16 - 19 Nov 2016 Thailand.Socio-economic and demographic factors of beef offal demand in Indonesia: a case study for Makassar City, Indonesia
Tenrisanna, Vidyahwati, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "Socio-economic and demographic factors of beef offal demand in Indonesia: a case study for Makassar City, Indonesia." 23rd International Business Research Conference. Melbourne, Australia 18 - 20 Nov 2013 Melbourne, Australia.Microaggregation sorting framework for k-anonymity statistical disclosure control in cloud computing
Kabir, Md Enamul, Mahmood, Abdun Naser, Mustafa, Abdul K. and Wang, Hua. 2020. "Microaggregation sorting framework for k-anonymity statistical disclosure control in cloud computing." IEEE Transactions on Cloud Computing. 8 (2), pp. 408-417. https://doi.org/10.1109/TCC.2015.2469649Microfinance operations in Bangladesh - an overview
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda and Rahman, Mohammad Mafizur. 2016. "Microfinance operations in Bangladesh - an overview." Journal of Applied Business and Economics. 18 (3), pp. 52-62.Factors affecting consumers' willingness to pay for imported offal in Indonesia: a case study for Makassar City
Tenrisanna, Vidyahwati, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2016. "Factors affecting consumers' willingness to pay for imported offal in Indonesia: a case study for Makassar City." International Journal of Business and Economics. 15 (2), pp. 145-159.Modeling of agricultural drought risk pattern using Markov chain and GIS in the western part of Bangladesh
Kamruzzaman, Md., Kabir, Md Enamul, Rahman, A. T. M. Sakiur, Jahan, Chowdhury Sarwar, Mazumder, Quamrul Hasan and Rahman, M. Sayedur. 2018. "Modeling of agricultural drought risk pattern using Markov chain and GIS in the western part of Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 20 (2), pp. 569-588. https://doi.org/10.1007/s10668-016-9898-0Trade-off between Type I error and power: a requirement of robust technique for analysing ordinal outcomes
Biswas, Raaj, King, Rachel and Kabir, Enamul. 2016. "Trade-off between Type I error and power: a requirement of robust technique for analysing ordinal outcomes." Australian Statistical Conference 2016. Canberra, Australia 05 - 09 Dec 2016 Australia.Maintaining a healthy BMI: data from a 16-year study of young Australian women
Brown, Wendy J., Kabir, Enamul, Clark, Bronwyn K. and Gomersall, Sjaan R.. 2016. "Maintaining a healthy BMI: data from a 16-year study of young Australian women." American Journal of Preventive Medicine. 51 (6), pp. e165-e178. https://doi.org/10.1016/j.amepre.2016.09.007Spatio-temporal analysis of climatic variables in the western part of Bangladesh
Kamruzzaman, Md., Rahman, A. T. M. Sakiur, Ahmed, Md. Shakil, Kabir, Md Enamul, Mazumder, Quamrul Hasan, Rahman, M. Sayedur and Jahan, Chowdhury Sarwar. 2018. "Spatio-temporal analysis of climatic variables in the western part of Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 20 (1), pp. 89-108. https://doi.org/10.1007/s10668-016-9872-xNew multi-dimensional sorting based k-anonymity microaggregation for statistical disclosure control
Mahmood, Abdun Naser, Kabir, Md Enamul and Mustofa, Abdul K.. 2013. "New multi-dimensional sorting based k-anonymity microaggregation for statistical disclosure control." 8th International ICST Conference, SecureComm 2012: Security and Privacy in Communication Networks. Padua, Italy 03 - 05 Sep 2012 https://doi.org/10.1007/978-3-642-36883-7_16The impact of household wealth on child survival in Ghana
Lartey, Stella T., Khanam, Rasheda and Takahashi, Shingo. 2016. "The impact of household wealth on child survival in Ghana." Journal of Health Population and Nutrition. 35 (38). https://doi.org/10.1186/s41043-016-0074-9Beef and offal market in Indonesia – evaluation of import trade policy
Tenrisanna, Vidyahwati, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2016. "Beef and offal market in Indonesia – evaluation of import trade policy." Asian Profile. 44 (3), pp. 199-208.The impacts of international migrants’ remittances on household consumption volatility in developing countries
Mondal, Ripon Kumar and Khanam, Rasheda. 2016. The impacts of international migrants’ remittances on household consumption volatility in developing countries. University of Southern Queensland.Financial exclusion in Australia: can Islamic finance minimise the problem?
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2016. "Financial exclusion in Australia: can Islamic finance minimise the problem?" Australasian Accounting Business and Finance Journal. 10 (3), pp. 89-104.Modelling corporate stakeholder orientation: does the relationship between stakeholder background characteristics and corporate social performance matter?
Erdiaw-Kwasie, Michael O., Alam, Khorshed and Kabir, Enamul. 2017. "Modelling corporate stakeholder orientation: does the relationship between stakeholder background characteristics and corporate social performance matter?" Business Strategy and the Environment. 26 (4), pp. 465-479. https://doi.org/10.1002/bse.1930The impact of household wealth on child survival in Ghana
Lartey, Stella, Khanam, Rasheda and Takahashi, Shingo. 2016. The impact of household wealth on child survival in Ghana. Japan. IUJ Research Institute.The drivers of children’s outcomes in Australia
Khanam, Rasheda. 2016. "The drivers of children’s outcomes in Australia." N-IUSSP Online News Magazine. 25 July 2016.Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Hong Son. 2016. "Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey." The Journal of Developing Areas. 50 (3), pp. 305-319. https://doi.org/10.1353/jda.2016.0111Childhood obesity and the income gradient: evidence from Australia
Nghiem, Son and Khanam, Rasheda. 2016. "Childhood obesity and the income gradient: evidence from Australia." Applied Economics. 48 (50), pp. 1-10. https://doi.org/10.1080/00036846.2016.1164827Family income and child cognitive and non-cognitive development in Australia: does money matter?
Khanam, Rasheda and Nghiem, Son. 2016. "Family income and child cognitive and non-cognitive development in Australia: does money matter?" Demography. 53 (3), pp. 597-621. https://doi.org/10.1007/s13524-016-0466-xRe-visiting the women’s empowerment through microfinance: new evidence from Bangladesh
Rahman, Mohammad Mafizur, Khanam, Rasheda and Nghiem, Son. 2015. "Re-visiting the women’s empowerment through microfinance: new evidence from Bangladesh." 32nd International Business Research Conference. Melbourne, Australia 23 - 25 Nov 2015The effects of parental leave on child health and postnatal care: evidence from Australia
Khanam, Rasheda, Nghiem, Son and Connelly, Luke. 2015. "The effects of parental leave on child health and postnatal care: evidence from Australia." Economic Analysis and Policy. 49 (2016), pp. 17-29. https://doi.org/10.1016/j.eap.2015.09.005Economics of e-learning: indicators of comparative cost analysis in higher education
Chakrabarty, Sayan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2015. "Economics of e-learning: indicators of comparative cost analysis in higher education." Academy of Taiwan Business Management Review. 11 (3), pp. 142-150.Shewhart control chart for individual measurement: an application in a weaving mill
Biswas, Raaj Kishore, Masud, Mohammad Shahed and Kabir, Enamul. 2015. "Shewhart control chart for individual measurement: an application in a weaving mill." Melbourne International Business and Social Science Research Conference 2015. Melbourne, Australia 02 - 04 Oct 2015 Australia.Epileptic seizure detection from EEG signals using logistic model trees
Kabir, Enamul, Siuly, . and Zhang, Yanchun. 2016. "Epileptic seizure detection from EEG signals using logistic model trees." Brain Informatics. 3 (2), pp. 93-100. https://doi.org/10.1007/s40708-015-0030-2Cluster analysis of behavioural weight management strategies and associations with weight change in young women: a longitudinal analysis
Madigan, C. D., Daley, A. J., Kabir, E., Aveyard, P. and Brown, W.. 2015. "Cluster analysis of behavioural weight management strategies and associations with weight change in young women: a longitudinal analysis." International Journal of Obesity. 39 (11), pp. 1601-1606. https://doi.org/10.1038/ijo.2015.116Exploring sampling in the detection of multicategory EEG signals
Siuly, Siuly, Kabir, Enamul, Wang, Hua and Zhang, Yanchun. 2015. "Exploring sampling in the detection of multicategory EEG signals." Computational and Mathematical Methods in Medicine. 2015. https://doi.org/10.1155/2015/576437K−means clustering microaggregation for statistical disclosure control
Kabir, Md Enamul, Mahmood, Abdur Naser and Mustafa, Abdul K.. 2012. "K−means clustering microaggregation for statistical disclosure control." 2012 International Conference on Advances in Computing (ICADC 2012). Bangalore 04 - 06 Jul 2012 https://doi.org/10.1007/978-81-322-0740-5_135Microfinance, health seeking behaviour and health service of rural households: evidence from a cross-sectional study in Bangladesh
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Son. 2015. "Microfinance, health seeking behaviour and health service of rural households: evidence from a cross-sectional study in Bangladesh." 37th Annual Australian Health Economics Society Conference. Brisbane, Australia 01 - 02 Oct 2015 Bisbane. Australia.Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Hong Son. 2015. "Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey." 44th Australian Conference of Economists (ACE 2015). Brisbane, Australia 07 - 10 Jul 2015 Brisbane, Australia.Economics of e-learning: indicators of comparative cost analysis in higher education
Chakrabarty, Sayan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2014. "Economics of e-learning: indicators of comparative cost analysis in higher education." 2014 International Conference on Information and Education Technology (ICIET 2014). Melbourne, Australia 02 - 03 Jan 2014 Melbourne, Australia..Novel iterative min-max clustering to minimize information loss in statistical disclosure control
Mahmood, Abdun Naser, Kabir, Md Enamul and Mustafa, Abdul K.. 2014. "Novel iterative min-max clustering to minimize information loss in statistical disclosure control." 10th International Conference on Security and Privacy in Communication Networks (SecureComm 2014). Beijing, China 24 - 26 Sep 2014 Germany. https://doi.org/10.1007/978-3-319-23802-9_14A statistical framework for intrusion detection system
Kabir, Md Enamul and Hu, Jiankun. 2014. "A statistical framework for intrusion detection system." Zhang, Defu (ed.) 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2014). Xiamen, China 19 - 21 Aug 2014 Piscataway, NJ. United States. https://doi.org/10.1109/FSKD.2014.6980966Does school type affect cognitive and non-cognitive development in children? Evidence from Australian primary schools
Nghiem, Hong Son, Nguyen, Ha Trong, Khanam, Rasheda and Connelly, Luke B.. 2015. "Does school type affect cognitive and non-cognitive development in children? Evidence from Australian primary schools." Labour Economics. 33, pp. 55-65. https://doi.org/10.1016/j.labeco.2015.02.009Islamic finance: History and development in Australia
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2014. "Islamic finance: History and development in Australia." The Journal of Islamic Economics, Banking and Finance. 10 (3), pp. 89-108.The factors affecting housing price in Hangzhou: an empirical analysis
Rahman, Mohammad Mafizur, Khanam, Rasheda and Xu, Suichen. 2012. "The factors affecting housing price in Hangzhou: an empirical analysis." International Journal of Economic Perspectives. 6 (4), pp. 57-66.Child health and schooling achievement in Bangladesh
Khanam, Rasheda. 2014. "Child health and schooling achievement in Bangladesh." International Journal of Social Economics. 41 (1), pp. 60-74. https://doi.org/10.1108/IJSE-11-2012-0132Child labour and school attendance: evidence from Bangladesh
Khanam, Rasheda. 2003. "Child labour and school attendance: evidence from Bangladesh." 8th Spring Meeting of Young Economists. Leuven, Belgium 03 - 05 Apr 2003 Leuven, Belgium.Child labour in Bangladesh: determinants and effects
Khanam, Rasheda. 2004. "Child labour in Bangladesh: determinants and effects." 33rd Australian Conference of Economists (ACE 2004). Sydney, Australia 27 - 30 Sep 2004 Oxford, United Kingdom.Impact of child labour on school attendance and school attainment: evidence from Bangladesh
Khanam, Rasheda. 2005. "Impact of child labour on school attendance and school attainment: evidence from Bangladesh." Population Association of America Annual Meeting (PAA 2005). Philadelphia, United States 31 Mar - 02 Apr 2005Islamic finance in Australia: history and development
Sain, M. R. M., Rahman, M. M. and Khanam, R.. 2013. "Islamic finance in Australia: history and development." Noor, M. M., Rahman, M. M. and Ismail, J. (ed.) 3rd Malaysian Postgraduate Conference (MPC 2013). Sydney, Australia 04 - 05 Jul 2013 Sydney, Australia.Financial exclusion in Australia: an exploratory case study of the Muslim community
Sain, M. R. M., Rahman, M. M. and Khanam, R.. 2013. "Financial exclusion in Australia: an exploratory case study of the Muslim community." Noor, M. M., Rahman, M. M. and Ismail, J. (ed.) 3rd Malaysian Postgraduate Colloquium (MPC 2013). Sydney, Australia 03 - 04 Jul 2013 Sydney, Australia.Management skills and accessing to finance: evidence from Libya's SMEs
Zarook, Tarek, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "Management skills and accessing to finance: evidence from Libya's SMEs." International Journal of Business and Social Science. 4 (7), pp. 106-115.The role of Islamic finance in improving financial inclusion: an exploratory case study of Australian Muslims
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "The role of Islamic finance in improving financial inclusion: an exploratory case study of Australian Muslims." Hoque, Md. Mahbubul (ed.) 20th International Business Research Conference 2013: Research for Progress. Dubai, UAE 04 - 05 Apr 2013 Melbourne, Australia.The impact of demographic factors on accessing finance in Libya's SMEs
Zarook, Tarek, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "The impact of demographic factors on accessing finance in Libya's SMEs." International Journal of Business and Management. 8 (14), pp. 55-65. https://doi.org/10.5539/ijbm.v8n14p55What roles do contemporaneous and cumulative incomes play in the income-child health gradient for young children? Evidence from an Australian panel
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke Brian. 2014. "What roles do contemporaneous and cumulative incomes play in the income-child health gradient for young children? Evidence from an Australian panel." Health Economics. 23 (8), pp. 879-893. https://doi.org/10.1002/hec.2961Does the financial performance matter in accessing to finance for Libya's SMEs?
Zarook, Tarek, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "Does the financial performance matter in accessing to finance for Libya's SMEs?" International Journal of Economics and Finance. 5 (6), pp. 11-19. https://doi.org/10.5539/ijef.v5n6p11A role-involved purpose-based access control model
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2012. "A role-involved purpose-based access control model." Information Systems Frontiers: a journal of research and innovation. 14 (3), pp. 809-822. https://doi.org/10.1007/s10796-011-9305-1Microdata protection method through microaggregation: a systematic approach
Kabir, Md Enamul and Wang, Hua. 2012. "Microdata protection method through microaggregation: a systematic approach." Journal of Software. 7 (11), pp. 2415-2422. https://doi.org/10.4304/jsw.7.11.2415-2423Child labour: the effects of globalisation
Rahman, Mohammad Mafizur and Khanam, Rasheda. 2012. "Child labour: the effects of globalisation." Journal of Applied Business and Economics. 13 (4), pp. 59-71.Childhood obesity and socio-economic status: evidence from the LSAC
Nghiem, Son and Khanam, Rasheda. 2012. "Childhood obesity and socio-economic status: evidence from the LSAC." 34th Australian Conference of Health Economists (AHES 2012). Darwin, Australia 27 - 28 Sep 2012 Sydney, Australia.Child cognitive and non-cognitive development: Does money matter?
Khanam, Rasheda and Nghiem, Hong Son. 2012. "Child cognitive and non-cognitive development: Does money matter?" 34th Australian Conference of Health Economists (AHES 2012). Darwin, Australia 27 - 28 Sep 2012 Sydney, Australia.Does maternity leave affect child health? Evidence from Parental Leave in Australia Survey
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke. 2012. "Does maternity leave affect child health? Evidence from Parental Leave in Australia Survey." 2012 European Conference on Health Economics. Zurich, Switzerland 18 - 21 Jul 2012A conditional purpose-based access control model with dynamic roles
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2011. "A conditional purpose-based access control model with dynamic roles." Expert Systems with Applications. 38 (3), pp. 1482-1489. https://doi.org/10.1016/j.eswa.2010.07.057Efficient systematic clustering method for k-anonymization
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2011. "Efficient systematic clustering method for k-anonymization." Acta Informatica. 48 (1), pp. 51-66. https://doi.org/10.1007/s00236-010-0131-6Access control management and privacy-preserving
Kabir, Md Enamul. 2010. Access control management and privacy-preserving. PhD Thesis Doctor of Philosophy. University of Southern Queensland.Child work and other determinants of school attendance and school attainment in Bangladesh
Khanam, Rasheda and Ross, Russell. 2008. "Child work and other determinants of school attendance and school attainment in Bangladesh." 37th Australian Conference of Economists (ACE 2008). Gold Coast, Australia 30 Sep - 04 Oct 2008 Brisbane, Australia.Child labor in Bangladesh: a critical appraisal of Harkin's Bill and the MOU-type schooling program
Rahman, Mohammad Mafizur, Khanam, Rasheda and Absar, Nur Uddin. 1999. "Child labor in Bangladesh: a critical appraisal of Harkin's Bill and the MOU-type schooling program." Journal of Economic Issues (JEI). 33 (4), pp. 985-1003. https://doi.org/10.1080/00213624.1999.11506225Child work and schooling in Bangladesh: the role of birth order
Khanam, Rasheda and Rahman, Mohammad Mafizur. 2007. "Child work and schooling in Bangladesh: the role of birth order." Journal of Biosocial Science. 39 (5), pp. 641-656. https://doi.org/10.1017/S0021932007001976Is child work a deterrent to school attendance and school attainment? Evidence from Bangladesh
Khanam, Rasheda and Ross, Russell. 2011. "Is child work a deterrent to school attendance and school attainment? Evidence from Bangladesh." International Journal of Social Economics. 38 (8), pp. 692-713. https://doi.org/10.1108/03068291111143901Microdata protection method through microaggregation: a median-based approach
Kabir, Md Enamul and Wang, Hua. 2011. "Microdata protection method through microaggregation: a median-based approach." Information Security Journal: a Global Perspective. 20 (1), pp. 1-8. https://doi.org/10.1080/19393555.2010.515288Systematic clustering-based microaggregation for statistical disclosure control
Kabir, Md Enamul and Wang, Hua. 2010. "Systematic clustering-based microaggregation for statistical disclosure control." NSS 2010: International Conference on Network and System Security. Melbourne, Australia 01 - 03 Sep 2010 Washington, DC, USA. https://doi.org/10.1109/NSS.2010.66The impact of childhood malnutrition on schooling: evidence from Bangladesh
Khanam, Rasheda, Nghiem, Hong Son and Rahman, Mohammad Mafizur. 2011. "The impact of childhood malnutrition on schooling: evidence from Bangladesh." Journal of Biosocial Science. 43 (4), pp. 437-451. https://doi.org/10.1017/S0021932011000149Child labour and schooling in Bangladesh
Khanam, Rasheda. 2011. Child labour and schooling in Bangladesh. Koln, Germany. Lambert Academic Publishing.A pairwise systematic microaggregation for statistical disclosure control
Kabir, Md Enamul, Wang, Hua and Zhang, Yanchun. 2010. "A pairwise systematic microaggregation for statistical disclosure control." Webb, Geoffrey I., Liu, Bing, Zhang, Chengqi, Gunopulos, Dimitrios and Wu, Xindong (ed.) 10th IEEE International Conference on Data Mining (ICDM 2010). Sydney, Australia 14 - 17 Dec 2010 Los Alamitos, CA. United States. https://doi.org/10.1109/ICDM.2010.111A conditional role-involved purpose-based access control model
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2011. "A conditional role-involved purpose-based access control model." Journal of Organizational Computing and Electronic Commerce. 21 (1), pp. 71-91. https://doi.org/10.1080/10919392.2011.541007Child labour and schooling in developing countries: a review of the literature
Khanam, Rasheda. 2010. "Child labour and schooling in developing countries: a review of the literature." International Journal of Business Research. 10 (3), pp. 137-142.Systematic clustering method for l-diversity model
Kabir, Md Enamul, Wang, Hua, Bertino, Elisa and Chi, Yunxiang. 2010. "Systematic clustering method for l-diversity model." Shen, Heng Tao and Bouguettaya, Athman (ed.) ADC 2010: 21st Australasian Conference on Database Technologies. Brisbane, Australia 18 - 22 Jan 2010 Sydney, Australia.Conditional purpose based access control model for privacy protection
Kabir, Md Enamul and Wang, Hua. 2009. "Conditional purpose based access control model for privacy protection." Bouguettaya, Athman and Lin, Xuemin (ed.) ADC 2009: 20th Australasian Conference on Australasian Database. Wellington, New Zealand 20 - 23 Jan 2009 Sydney, Australia.Does maternity leave affect child health? Evidence from parental leave in Australia survey
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Does maternity leave affect child health? Evidence from parental leave in Australia survey." 31st Australian Conference of Health Economists (AHES 2009). Hobart, Australia 01 - 02 Oct 2009 Sydney, Australia.Chronic conditions and child health: does income mediate?
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Chronic conditions and child health: does income mediate?" Pincus, Jonathan (ed.) 38th Australian Conference of Economists (ACE 2009). Adelaide, Australia 28 - 30 Sep 2009 Adelaide, Australia.The impact of child health on schooling: evidence from Bangladesh
Khanam, Rasheda and Nghiem, Hong Son. 2009. "The impact of child health on schooling: evidence from Bangladesh." 38th Australian Conference of Economists (ACE 2009). Adelaide, Australia 28 - 30 Sep 2009 Adelaide, Australia.Child health and the income gradient in Australia: the role of chronic conditions
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Child health and the income gradient in Australia: the role of chronic conditions." Explorations in Health Economics (iHEA 2009). Beijing, China 12 - 15 Jul 2009Child labour in Bangladesh: trends, patterns and policy options
Khanam, Rasheda. 2006. "Child labour in Bangladesh: trends, patterns and policy options." Asian Profile. 34 (6).Child health and the income gradient: evidence from Australia
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Child health and the income gradient: evidence from Australia." Journal of Health Economics. 28 (4), pp. 805-817. https://doi.org/10.1016/j.jhealeco.2009.05.001Child labour and school attendance: evidence from Bangladesh
Khanam, Rasheda. 2008. "Child labour and school attendance: evidence from Bangladesh." International Journal of Social Economics. 35 (1/2), pp. 77-98. https://doi.org/10.1108/03068290810843855Child labour in developing countries: the role of education, poverty and birth order
Khanam, Rasheda and Rahman, Mohammad Mafizur. 2008. "Child labour in developing countries: the role of education, poverty and birth order." Journal of Social and Economic Development. 10 (2), pp. 173-195.Estimation of univariate normal mean using p-value
Kabir, Md Enamul and Khan, Shahjahan. 2007. "Estimation of univariate normal mean using p-value." 9th Islamic Countries Conference on Statistical Sciences (ICCS-IX): Statistics in the Contemporary World - Theories, Methods and Applications. Shah Alam, Malaysia 12 - 14 Dec 2007 Kuala Lumpur, Malaysia.The causative factors of inflation in Bangladesh - an econometric study
Khanam, Rasheda and Rahman, Mohammad Mafizur. 1995. "The causative factors of inflation in Bangladesh - an econometric study." Chittagong University Studies Social Science. XVI (1), pp. 100-116.Value added tax and its application in Bangladesh
Rahman, Mohammad Mafizur and Khanam, Rasheda. 1995. "Value added tax and its application in Bangladesh." Chittagong University Studies Social Science. XVI (1), pp. 125-142.Distribution of future location vector and residual sum of squares for multivariate location-scale model with spherically contoured errors
Khan, Shahjahan and Kabir, Md Enamul. 2006. "Distribution of future location vector and residual sum of squares for multivariate location-scale model with spherically contoured errors." Journal of Statistical Theory and Applications. 5 (2), pp. 91-104.This item comprises data from the following sources: Scopus