Research Services Division

Deakin Research

Research Output for Md. Rafiqul Islam

Note: The 2012, 2013, 2014 publications have not been audited.

Jump to: Publications | Grants and Consultancies | HDR completions

Publications

2013 External

Islam, Rafiqul* and Abawajy, Jemal (2013) A multi-tier phishing detection and filtering approach, Journal of network and computer applications, vol. 36, no. 1, pp. 324-335, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 18032 – Scopus EID: 2-s2.0-84870666662
Citation counts: Scopus - 9, Thomson - 3
DRO entry for this publication

Islam, Rafiqul*, Tian, Ronghua, Batten, Lynn M. and Versteeg, Steve* (2013) Classification of malware based on integrated static and dynamic features, Journal of network and computer applications, vol. 36, no. 2, pp. 646-656, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 18032 – Scopus EID: Not tagged
DRO entry for this publication

2012 External

Islam, Rafiqul*, Tian, Ronghua, Moonsamy, Veelasha and Batten, Lynn (2012) A comparison of the classification of disparate malware collected in different time periods, Journal of networks, vol. 7, no. 6, pp. 946-955, Academy Publisher, Oulu, Finland [C1]
ERA journal ID: 40962 – Scopus EID: Not tagged
DRO entry for this publication

2011 School of Information Technology

Islam, Md. Rafiqul and Chowdhury, Morshed U. (2011) Detecting unwanted email using VAT, in Lee, Roger (eds), Software engineering, artificial intelligence, networking and parallel/distributed computing 2011, pp. 113-126, Springer, Berlin, Germany [B1]
DRO entry for this publication

Islam, Md. Rafiqul, Islam, Md. Saiful* and Chowdhury, Morshed U. (2011) Detecting unknown anomalous program behavior using API system calls, in Manaf, Azizah Abd; Sahibuddin, Shamsul; Ahmad, Rabiah; Daud, Salwani Mohd and El-Qawasmeh, Eyas (eds), Informatics engineering and information science, pp. 383-394, Springer, Berlin, Germany [B1]
DRO entry for this publication

Smith-Miles, Kate A.* and Islam, Md. Rafiqul (2011) Meta-learning of instance selection for data summarization, in Jankowski, Norbert; Duch, Wlodzislaw and Groabczewski, Krzysztof (eds), Meta-Learning in Computational Intelligence, pp. 77-95, Spring-Verlag, Berlin, Germany [B1]
DRO entry for this publication

Islam, Rafiqul, Tian, Ronghua, Moonsamy, Veelasha and Batten, Lynn (2011) A comparison of the classification of disparate malware collected in different time periods, in Warren, Matthew (eds), ATIS 2011 : Workshop proceedingof ATIS 2011. Melbourne, November 9th, 2011. Second Applications and Techniques in Information Security Workshop, pp. 22-27, Deakin University School of Information Systems, Melbourne, Vic [E1]
DRO entry for this publication

Mahmood, A. N.*, Leckie, C.*, Islam, Md. Rafiqul and Tari, Z.* (2011) Hierarchical summarization techniques for network traffic, in unknown (ed.), ICIEA 2011 : Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, pp. 2474-2479, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

2010 School of Information Technology

Islam, Md. Saiful*, Mahmud, Abdullah Al* and Islam, Md Rafiqul (2010) Machine learning approaches for modeling spammer behavior, in Cheng, Pu-Jen; Kan, Min-Yen; Lam, Wai and Nakov, Preslav (eds), Information retrieval technology : 6th Asia Information Retrieval Symposium, AIRS 2010, Taipei, Taiwan, December 1-3, 2010 : proceedings, pp. 251-260, Springer-Verlag, Berlin, Germany [B1]
DRO entry for this publication

Islam, Rafiqul and Xiang, Yang (2010) Email classification using data reduction method, in Unknown (ed.), CHINACOM 2010 : Proceedings of the 5th International ICST Conference on Communications and Networking in China, pp. 1-5, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Islam, Rafiqul, Tian, Ronghua, Batten, Lynn and Versteeg, Steve* (2010) Classification of malware based on string and function feature selection, in Unknown (ed.), CTC 2010 : Proceedings of the Second Cybercrime and Trustworthy Computing Workshop 2010, pp. 9-17, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Smith-Miles, Kate* and Islam, Rafiqul (2010) Meta-learning for data summarization based on instance selection method, in Unknown (ed.), WCCI 2010 : IEEE World Congress on Computational Intelligence, pp. 1-8, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Tian, Ronghua, Islam, Rafiqul, Batten, Lynn and Versteeg, Steve* (2010) Differentiating malware from cleanware using behavioural analysis, in Unknown (ed.), MALWARE 2010 : Proceedings of the 5th International Conference on Malicious and Unwanted Software 2010, pp. 23-30, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

2009 School of Information Technology

Islam, Md Rafiqul and Chowdhury, Morshed U. (2009) Minimizing the drawbacks of grey-list analyser in synthesis based spam filtering, Journal of electronics and computer science, vol. 11, no. 1, pp. 89-96, IJECS, U.S.A. [C1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Islam, Md Rafiqul and Zhou, Wanlei (2009) Minimizing the limitations of GL analyser of fusion based email classification, Lecture notes in computer science, vol. 5574, pp. 761-774, Springer, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-70349145863
DRO entry for this publication

Islam, Rafiqul, Zhou, Wanlei, Xiang, Yang* and Mahmood, Abdun Naser* (2009) Spam filtering for network traffic security on a multi-core environment, Concurrency and computation : practice & experience, vol. 21, no. 10, pp. 1307-1320, John Wiley & Sons, Bognor Regis, England [C1]
ERA journal ID: 17819 – Scopus EID: 2-s2.0-67650462895
Citation counts: Scopus - 11, Thomson - 7
DRO entry for this publication

Islam, Md Rafiqul, Zhou, Wanlei, Guo, Minyi* and Xiang, Yang* (2009) An innovative analyser for multi-classifier e-mail classification based on grey list analysis, Journal of network and computer applications, vol. 32, no. 2, pp. 357-366, Academic Press, London, England [C1]
ERA journal ID: 18032 – Scopus EID: 2-s2.0-59249098667
Citation counts: Scopus - 6, Thomson - 1
DRO entry for this publication

Islam, Md. Rafiqul, Abawajy, Jemal and Warren, Matthew (2009) Multi-tier phishing email classification with an impact of classifier rescheduling, in Unknown (ed.), ISPAN 2009 : Proceedings of the 2009 10th International Symposium on the Pervasive Systems, Algorithms and Networks, pp. 789-793, ISPAN, Kaohsiung, Korea [E1]
Citation counts: Scopus - 10, Thomson - 1
DRO entry for this publication

Tian, Ronghua, Batten, Lynn, Islam, Rafiqul and Versteeg, Steve* (2009) An automated classification system based on the strings of trojan and virus families, in Unknown (ed.), MALWARE 2009: 4th International Conference on Malicious and Unwanted Software, pp. 23-30, IEEE, New York, N.Y. [E1]
Citation counts: Scopus - 13, Thomson - 6
DRO entry for this publication

Islam, Md Rafiqul, Zhou, Wanlei and Chowdhury, Morshed U (2009) MVGL analyser for multi-classifier based spam filtering system, ICIS 2009 : Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science 2009, pp. 394-399, IEEE, Piscataway, N. J. [E2]
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

2008 School of Engineering and Information Technology

Islam, Md. Rafiqul, Zhou, Wanlei and Chowdhury, Morshed (2008) Dynamic feature selection for spam filtering using machine learning algorithm, ACIS international journal of computer & information science, vol. 9, no. 3, pp. 41-50, International Association for Computer & Information Science, Mt. Pleasant, Mich. [C1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Islam, Md. Rafiqul and Zhou, Wanlei (2008) An intelligent user interface for email categorisation, Journal of the People's University of Bangladesh : half-yearly journal of Center for Multidisciplinary Studies, vol. 3, no. 2, pp. 146-154, The People's University of Bangladesh, Dhaka, Bangladesh [C1.1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Islam, Md. Rafiqul, Zhou, Wanlei and Chowdhury, Morshed U. (2008) Email categorization using (2+1)-tier classification algorithms, in Unknown (ed.), ICIS 2008 : Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science 2008, pp. 276-281, IEEE Computer Society, Los Alamitos, Calif. [E1.1]
Citation counts: Scopus - 2
DRO entry for this publication

Islam, Md. Rafiqul, Singh, Jaipal, Chonka, Ashley and Zhou, Wanlei (2008) Multi-classifier classification of spam email on an ubiquitous multi-core architecture, in Cao, Jian (eds), IFIP NPC 2008 : 2008 IFIP International Conference on Network and Parallel Computing Workshops : proceedings, 18-21 October, 2008, Shanghai, China, pp. 210-217, IEEE Computer Society, Los Alamitos, Calif. [E1.1]
Citation counts: Scopus - 3
DRO entry for this publication

2007 School of Engineering and Information Technology

Islam, Md. Rafiqul and Zhou, Wanlei (2007) Architecture of adaptive spam filtering based on machine learning algorithms, Lecture notes in computer science, vol. 4494, pp. 458-469, Springer, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-37249055553
Citation counts: Scopus - 5
DRO entry for this publication

Islam, Md. Rafiqul and Zhou, Wanlei (2007) Email categorization using multi-stage classification technique, in Munro, David S.; Shen, Hong; Sheng, Quan Z.; Detmold, Henry; Falkner, Katrina E.; Izu, Cruz; Coddington, Paul D.; Alexander, Bradley and Zheng, Si-Qing (eds), PDCAT 2007 : Eighth International Conference on Parallel and Distributed Computing, Applications and Technologies : 3-6 December, 2007, Adelaide, Australia, pp. 51-58, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Islam, Md. Rafiqul, Zhou, Wanlei and Chowdhury, Morshed (2007) Dynamic feature selection for spam filtering using support vector machine, in Lee, Roger; Chowdhury, Morshed U.; Ray, Sid and Lee, Thuy (eds), 6th IEEE/ACIS International Conference on Computer and Information Science : (ICIS 2007) in conjunction with 1st IEEE/ACIS International Workshop on e-Activity (IWEA 2007) : proceedings : 11-13 July, 2007, Melbourne, Australia, pp. 757-762, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Islam, Md. Rafiqul and Zhou, Wanlei (2007) An innovative analyser for email classification based on grey list analysis, in Li, Keqiu; Xiang, Yang; Jin, Hai; Qu, Wenyu and Cao, Zhiying (eds), 2007 IFIP International Conference on Network and Parallel Computing Workshops : proceedings : NPC 2007, 18-21 September, 2007, Dalian, China, pp. 176-182, IEEE Computer Society, Los Alimitos, Calif. [E1]
DRO entry for this publication

2006 School of Engineering and Information Technology

Islam, Md. Rafiqul, Chowdhury, Morshed and Zhou, Wanlei (2006) An innovative spam filtering model based on support vector machine, in Mohammadian, M. (eds), CIMCA 2005 jointly with IAWTIC 2005 : proceedings, pp. 348-353, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Islam, Md. Rafiqul, Chowdhury, Morshed and Morogan, Matei Ciobanu* (2006) A new approach for security in internet mobile communication, in Rahman, Miftahur (eds), ICNEWS 2006 : proceedings of First International Conference on Next-Generation Wireless Systems 2006, pp. 171-175, North South University, Dhaka, Bangladesh [E1]
DRO entry for this publication

2005 School of Information Technology

Islam, Md. Rafiqul and Chowdhury, Morshed U. (2005) Spam filtering using ML algorithms, in Isaias, P.; Nunes, M. B.; Rodrigues, L. and Barbosa, P. (eds), Proceedings of the IADIS international conference WWW/Internet 2005, pp. 419-426, IADIS Press, Lisbon, Portugal [E1]
DRO entry for this publication

Islam, Md. Rafiqul and Chowdhury, Morshed (2005) Priority frequency maptable for query optimization using materialized views, in Al-Dahoud, A. (eds), ICIT 2005 : Human computer interaction : Proceedings of the 2nd International Conference on Information Technology, pp. 15-18, University of Jordan, Amman, Jordan [E1]
DRO entry for this publication

2005 School of Engineering and Information Technology

Islam, Saiful* and Islam, Md. Rafiqul (2005) Minimization of reversible adder circuits, Asian journal of information technology, vol. 4, no. 12, pp. 1146-1151, Medwell Online, Faisalabad, Pakistan [C1.1]
ERA journal ID: 17764 – Scopus EID: Not tagged
DRO entry for this publication

2004 School of Information Technology

Islam, Md. Rafiqul, Chowdhury, Morshed and Khan, Safwan* (2004) Medical image classification using an efficient data mining technique, in Stonier, Russel; Han, Qinglong and Li, Wei (eds), Complex 2004 : Proceedings of the 7th Asia-Pacific Complex Systems Conference, pp. 34-42, Central Queensland University, Rockhampton, Qld. [E1]
DRO entry for this publication

Islam, Md. Rafiqul, Chowdhury, Morshed and Khan, Safwan Mahmood* (2004) Performance analysis of algorithms for frequent pattern generation, in Stonier, Russel; Han, Qinglong and Li, Wei (eds), Complex 2004: Proceedings of the 7th Asia-Pacific Complex Systems Conference, pp. 43-55, Central Queensland University, Rockhampton, Qld [E1]
DRO entry for this publication

2004 External

Islam, Rafiqul*, Chowdhury, Morshed and Haque, Reazul* (2004) A study of integrated fault model of easily testable PLAs, Journal of the people's University of Bangladesh, vol. 1, no. 1, pp. 99-107, Center for Multidisciplinary Studies, The People's University of Bangladesh, Dhaka, Bangladesh [C3]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

2002 External

Islam, Md. Rafiqul* and Chowdhury, Morshed (2002) Eliminating of the drawback of existing testing technique of easily testable PLAs using an improved testing algorithm with product line rearrangement, in Subramanya, S. R. (eds), International Society for Computers and their Applications : 15th International conference on computer applications in industry and engineering, pp. 239-242, International Society for Computers and their Applications, Cary, N.C. [E1]
DRO entry for this publication

Grants and Consultancies

No grants and/or consultancies found or audited – the 2014 HERDC financial return has not been completed or loaded as yet.

Higher Degree by Research Completions supervised by Md. Rafiqul Islam

No completions found or audited.

Legend:
* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Monday 1st September 2014 10:04pm

Deakin University acknowledges the traditional land owners of present campus sites.

23rd July 2011