Journal Papers

ISI Journal :

  1. WR Anwar, Anazida Zainal, F. Outay, A. Yasar and S. Iqbal. “BTEM: Belief based Trust Evaluation Mechanism for Wireless Sensor Networks.” Future Generation Computer Systems. Vol 96, (2019) pp. 605-616. (IF 5.768)
  2. Nurudeen M. Ibrahim and Anazida Zainal. “An Adaptive Intrusion Detection Scheme for Cloud Computing.” International of Swarm Intelligence Research (IJSIR), vol. 10(4), (2019) pp. 53-70. (IF 0.4)
  3. Fuad A. Ghaleb, Mohd Aizaini Maarof, Anazida Zainal, Murad A. Rassam and Saeed, F. and Alsaedi, M. “Context-Aware Data Centric Misbehavior Detection Scheme for Vehicular Ad Hoc Networks Using Sequential Analysis of the Temporal and Spatial Correlation of the Consistency Between the Cooperative Awareness Messages.” Vehicular Communications, Vol 20 (2019) 1-17. (IF 3.530)
  4. D Gabi., A. S. Ismail, A. Zainal, Z. Zakaria. and N. M. Dankolo. “Non-preemptive Chaotic Cat Swarm Optimization Scheme for Task Scheduling on Cloud Computing Environment.” International Journal of Advanced Computer Research. Vol 9(43) (2019) pp. 186-196, . (IF 0.250)
  5. Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam and Saeed, F. “Driving-situation-aware adaptive broadcasting rate Scheme for vehicular ad hoc network.” Journal of Intelligent and Fuzzy Systems. Vol. 35(1), (2018) pp. 423-438. (IF 1.461)
  6. Danlami Gabi, Abdul Samad Ismail, Anazida Zainal, Zalmiyah Zakaria, and Ajith Abraham. “Orthogonal Taguchi-based Cat Algorithm For Solving Task Scheduling Problem in Cloud Computing.” Neural Computing and Applications, 30(6), (2018), pp. 1845-1863. (IF 4.213)
  7. Ahlam H. Mohsin, Kamalrulnizam A. Bakar, Anazida Zainal. “ Optimal Control Overhead-based Multi-metric Routing for MANET”. Journal of Wireless Network. Vol 24(6) (2018), pp. 2319-2335. (IF 1.981)
  8. Mohsin, A. H., Zainal, A. and Bakar, K. A. “Optimized Reliable Hybrid Routing Protocol Based Link Stability for Mobile Wireless Networks.” Wireless Personal Communications, Vol 102(1), Sept 2018. pp. 473-493. (IF 1.2)
  9. Hamdi, A., Shaba, K. and Zainal, A. “CLASENTI: A Class-specific Sentiment Analysis Framework.” ACM Trans. Asian Low-Resoure. Lang, Inf. Process., Vol 17(4), (Aug 2018), pp32:1-32:28. (IF 0.1)
  10. Murad A. Rassam, Mohd Aizaini Maarof, Anazida Zainal. “A Distributed Anomaly Detection Model For Wireless Sensor Networks Based On The One-Class Principal Component Classifier.” Journal of Sensor Networks, Vol. 27 (3), (2018) pp. 200-2014. (IF 0.878)
  11. Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam, Ajith Abraham. “Improved vehicle positioning algorithm using enhanced innovation-based adaptive Kalman filter”. Journal of Pervasive and Mobile Computing 40, (2017), pp. 139-155. (IF 2.349)
  12. Mahdi M. Oghaz, Mohd Aizaini Maarof, Mohd Foad Rohani, Anazida Zainal, Syed Zainudeen M. Shaid. “A Hybrid Color Space for Skin Recognition for Real-Time Applications.” Journal of Computational and Theoretical Nanoscience. 14 (4), (2017) pp. 1852-1861. (IF 1.42)
  13. Nurudeen Ibrahim and Anazida Zainal. “A Feature Selection Technique For Cloud IDS Using Ant Colony Optimization and Decision Tree”. Advanced Science Letters. Vol 23(9) (2017). Pp. 9163-9169. (IF 1.253)
  14. Danlami Gabi, Abd Samad Ismail, Anazida Zainal, Zalmiyah Zakaria. “Solving Task Scheduling Problem in Cloud Computing Environment Using Orthogonal Taguchi-Cat Algorithm”. International Journal of Electrical and Computer Engineering (IJECE) vol. 7 (3), (2017), pp. 1489 – 1497 (IF 0.3)
  15. Aisha Abdallah, Mohd Aizaini Maarof and Anazida Zainal. “Fraud Detection System: A Survey”. Journal of Network and Computer Applications. Elsevier. Vol 68, June (2016), pp 90-113. (IF 3.9)
  16. Taqwa A. Alhaj, Maheyzah Siraj, Anazida Zainal, Fatin A. Alhaj and Huwaida T. Elshoush. “Feature Selection Using Information Gain for Improved Structural Based Alert Correlation”. PLOS ONE. Vol 11. (2016) Pp 1-18. (IF 2.806)
  17. Yaghoubyan, S. H., Mohd Aizaini Maarof, Anazida Zainal, Kiani, M.J., Rad, F., and Mahdi M. Oghaz. “A Robust Keypoint Descriptor Based on Tomographic Image Reconstruction Using Heuristic Genetic Algorithm and Principal Component Analysis Techniques”. Journal of Computational and Theoretical Nanoscience 13 (8), (2016) pp. 5554-5568. (IF 1.42)
  18. Mahdi Maktabdar Oghaz, Mohd Aizaini Maarof, Anazida Zainal, Mohd Foad Rohani, and Hadi Yaghoubyan. “A Hybrid Color Space for Skin Detection Using Genetic Algorithm Heuristic Search and Principal Component Analysis Technique”. PLOS ONE. DOI:10.1371/journal.pone.0134828 August 12, (2015). Pp 1-21. (IF 2.41)
  19. Murad A. Rassam, Anazida Zainal and Mohd Aizaini Maarof, “Principal Component Analysis-based Data Reduction Model for Wireless Sensor Network.” International Journal of Ad-hoc & Ubiquitous Computing, Vol 18, No 1&2, (2015). Pp 85-101. (IF 0.49)
  20. Murad A. Rassam, Mohd Aizaini Maarof and Anazida Zainal. “Adaptive and Online Data Anomaly Detection for Wireless Sensor Systems.” Journal of Knowledge-based Systems. Elsevier. Vol 60, (2014) pp. 44-57, 2014. (IF 4.53)
  21. H. Jebur, M. A. Maarof and A. Zainal. “Enhancing Rough Set Theory Attributes Selection of KDD Cup 1999.” Journal of Theoretical & Applied Information Technology. Vol 76(3), 2015, pp. 393-400. (IF 0.33)
  22. Murad A. Rassam, Anazida Zainal and Mohd Aizaini Maarof “ An Adaptive and Efficient Dimension Reduction Model for Multivariate Wireless Sensor Network Applications”. Applied Soft Computing 04/2013 13(4): pp. 1978-1996 (IF 2.4)
  23. Murad A. Rassam, Anazida Zainal and Mohd Aizaini Maarof “Advancements of Data Anomaly Detection Research in Wireless Sensor Networks : A Survey and Open Issues”. Sensors 01/2013; 13(8): 10087 – 10122 (IF 2.395)
  24. Murad A. Rassam, Mohd Aizaini Maarof and Anazida Zainal “A Survey of Intrusion Detection Schemes in Wireless Sensor Networks” American Journal of Applied Sciences 9 (10), 2012 pp. 1636-1652, 2012. ISSN 1546-9239 (IF 0.252)
  25. Sameon, D.F, Shamsuddin, S.M., Salehuddin, R. and Zainal, A. “Compact classification of optimized Boolean reasoning with Particle Swarm Optimization.” Intelligent Data Analysis. Vol. 16(2012). Pg 915-931. (IF 0.367)

 

  1. Web of Science Journal :
  2. Zamry, N. M., Zainal A. and Rassam, M. A. “Lightweight Anomaly Detection for Wireless Sensor Network Based on CCIPCA and One-class SVM.” Advanced Science Letters. Vol 24(10), (2018), pp 7371-7376.
  3. Gabi, D., Ismail, A. S., Zainal, A., Zakaria, Z. “Multi-Objective Task Scheduling Optimization in Cloud Computing: An Appraisal.” Advanced Science Letters, Vol. 25(5), May 2018, pp. 3609-3617.
  4. Kassim, M. Nizam, Maarof, M. Aizaini, Zainal, Anazida and Wahab, A. Abdul. “Word Stemming Methods for the Malay Language : A Review.” Advanced Science Letters, Vol. 23(2), Feb 2017, pp. 695-698.

 

SCOPUS Journal :

  1. Nurfazrina Zamry, Anazida Zainal and Murad A. Rassam. “Unsupervised Anomaly Detection For Unlabelled Wireless Sensor Network Data.” International Journal of Advances in Soft Computing and Its Applications.” Vol 10(2), (2018), pp. 172-191.
  2. Danlami Gabi, Abdul Samad Ismail, Anazida Zainal, Zalmiyah Zakaria. “Hybrid Cat Swarm Optimization And Simulated Annealing For Dynamic Task Scheduling On Cloud Computing Environment. “  Journal of Information & Communication Technology, Vol. 17(3), (2018), pp. 435-467.
  3. Moussa, A.N., Ithnin, N. and Anazida Zainal. “CFaaS: Bilaterally Agreed Evidence Collection.” Journal of Cloud Computing, Vol 7(1), (2018) pp. 1-19.
  4. Mohd Nizam Kassim, Mohd Aizaini Maarof, Anazida Zainal, Amiruddin A. Wahab. “Word Stemming Methods for the Malay Language: A Review”. Advanced Science Letters 23 (2),(2017), pp. 695-698.
  5. Raja Waseem Anwar, Majid Bakhtiari, Anazida Zainal and Kashif Naseer Qureshi. “Wireless Sensor Network Performance Analysis and Effect of Blackhole and Sinkhole Attacks.” Jurnal Teknologi Maklumat 78: (2016) 75–8.
  6. Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam. “Mobility Information Estimation Algorithm Using KalmanFilter For Vehicular Ad Hoc Networks”. International Journal of Information and Computer Security. Vol 8, Issue 3, (2016) pp. 221-240.
  7. Ali H. Fergani, Khaled Shaban and Anazida Zainal. “A Review on Challenging Issues in Arabic Sentiment Analysis.” Journal of Computer Science. Vol 12, Issue 9. (2016) pp. 471-481.
  8. Abdulhamid A. Ardo, Anazida Zainal, Fuad A Ghaleb. “Design of Misbehavior Detection Scheme by Combining Lane Change and Braking Alerts”. Indian Journal of Science and Technology 9 (46), (2016) Article Number 107112.
  9. H, Yaghoubyan, M. A. Maarof, A. Zainal, M. M. Oghaz. “A Survey of Feature Extraction Techniques in Content-based Illicit Image Detection”. Journal of Theoretical and Applied Information Technology. Vol. 87(1), (2016) pp. 110-125
  10. Bakhtiari, A. Zainal, S. Bakhtiari, H.K. Mammi. “Lightweight Symmetric Encryption Algorithm In Big Data”. International Journal of Advances in Soft Computing & Its Applications. Vol 7(3) 2015, pp. 45-55.
  11. Murad A. Rassam, Mohd Aizaini Maarof and Anazida Zainal.“Intrusion detection system using unsupervised immune network clustering with reduced features.” International Journal of Advances in Soft Computing and its Applications 2(3) , 2010, pp. 244-263.

 

NON-INDEXED Journal :

  1. Murad A. Rassam, Mohd Aizaini Maarof and Anazida Zainal. “Big Data Analytics Adoption for Cybersecurity: A Review of Current Solutions, Requirements, Challenges and Trends.” Journal of Information Assurance and Security. Vol 12(4), (2017), pp. 124-145.
  2. Noor Azeera A. Aziz, Mohd Aizaini Maarof, Anazida Zainal and Hazim Alkawaz. “A Review of the Opinion Target Extraction Using Sequence Labeling Algorithm based on Feature Combinations.” Journal of Internat Computing and Services. Vol 17(5), (2016) pp. 111-119.
  3. Mohd Nizam Kassim, Mohd Aizaini Maarof, Anazida Zainal, Amiruddin A. Wahab. “Enhanced Affixation Word Stemmer with Stemming Error Reducer to Solve Affixation Stemming Errors”. Journal of Telecommunication, Electronic and Computer Engineering (JTEC) Vol. 8(3) 2016, pp. 37-41
  4. H., Yaghoubyan, M. A. Maarof, A Zainal, M. F. Rohani and MM Oghaz. “Fast and Effective Bag-of-Visual-Word Model to Pornographic Images Recognition Using Freak Descriptor.” Journal of Soft Computing and Decision Support Systems. Vol 2(6), 2015, pp. 27-33.
  5. H. Jebur, M. A. Maarof and A. Zainal. “Identifying Generic Features of KDD Cup 1999 for Intrusion Detection.” Jurnal Teknologi Vol 74(1). 2015, pp. 1-9
  6. Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam. “Data Verification and Misbehavior Detection in Vehicular Ad-hoc Networks.” Jurnal Tenologi, Vol 73 (2), 2015, pp 37-44.
  7. Raja Waseem Anwar, Majid Bakhtiari, Anazida Zainal, Kashif Naseer Qurashi and Abdul Hanan Abdullah. “Security Issues and Attacks in Wireless Sensor Network.” World Applied Sciences Journal, Vol. 30(10), 2014. pp. 1224-1227.
  8. Affandi Husain, Majid Bakhtiari and Anazida Zainal. “Printed Document Integrity Verification Using Barcode.” Jurnal Teknologi (Sciences and Engineering), Vol. 70(1), 2014, pp. 99-106.
  9. Akanbi, A Abunadi, A Zainal. “Phishing Website Classification: A Machine Learning Approach.” Journal of Information Assurance & Security. Vol. 9(5). 2014, pp. 222-234
  10. Raja W. Anwar, Majid Bakhtiari, Anazida Zainal, K. N. Qureshi. “Security in Wireless sensor network: Approaches and Issues”. Indonesian Journal of Electrical Engineering and Computer Science 15 (3). 2014, pp. 584-590.
  11. Anazida Zainal, Mohd Aizaini Maarof and Siti Mariyam, “Ensemble Classifiers for Network Intrusion Detection System.” Journal of Information Assurance and Security, Vol 4(3) 2009, pp. 217-225.
  12. Anazida Zainal, Mohd Aizaini Maarof and Siti Mariyam Samsuddin.“Class Specific Features for Attacks in Anomaly IDS.” Journal of Information Technology, Faculty of Computer Science and Information Technology, Special Issues, November 2008. Pp. 14 – 27.
  13. Mohd Nizam Omar, Mohd Aizaini Maarof and Anazida Zainal. “Optimization of Stepping Stone Algorithm: Packet Capturing Step.” Jurnal Teknologi Siri D, No. 44 Jun 2006
  14. M. Shamsuddin, A. Zainal, SA HalimSistem Kebal Buatan untuk Pengecaman Digit (Artificial Immune System for Digit Recognization). Sains Malaysiana 34 (1), 2005, 93-99. 2005.