Journal Papers

Journals: International

  1. Oxygenation absorption and light scattering driven facial animation of natural virtual human; Alkawaz, M. H., Basori, A. H. & Mohd Hashim, S. Z. 16 May 2016. Multimedia Tools and Applications. p. 1-37 37 p.
  2. Ummi Raba’ah Hashim, Siti Zaiton Mohd Hashim & Azah Kamilah Muda (2016). Performance evaluation of multivariate texture descriptor for classification of timber defect, Optik Elsevier, Volume 127, Issue 15, August 2016, Pages 6071–6080, doi:10.1016/j.ijleo.2016.04.005 (IF: 0.742)
  3. Mohammad Babrdel Bonab, Siti Zaiton Mohd Hashim,Nor Erne Nazira Bazin, and Ahmed Khalaf Zager Alsaedi (2015), An Effective Hybrid of Bees Algorithm and Differential Evolution Algorithm in Data Clustering, Mathematical Problems in Engineering. In Press (IF: 0.762)
  4. Stella I. Orakwue, Razali Ngah, T. A. Rahman, Siti Z. Mohd Hashim, and Hamza M. R. Al-Khafaji , (2015), Implementation of Switched Beam Smart Antenna Using Artificial Neural Network, Wireless Personal Communications.
  5. Bushra Naeem, Razali Ngah, Siti Zaiton Mohd Hashim , Wajahat Maqbool, Muhaddisa Barat Ali, (2014), A Neural Network Based Approach for Call Admission Control in Heterogeneous Networks, Life Science Journal, 11(11). (Impact Factor: 0.165)
  6. Narjeskhatoon Habibi, Siti Zaiton Mohd Hashim, Alireza Norouzi and Mohammed Razip Samian, (2014), A review of machine learning methods to predict the solubility of overexpressed recombinant proteins in Escherichia coli, BMC Bioinformatics, 15(134). (Impact Factor: 2.67)
  7. Mortaza Zolfpour-Arokhlo; Ali Selamat; Siti Zaiton Mohd Hashim; Hossein Afkhami (2014), Modeling of route planning system based on Q value-based dynamic programming with multi-agent reinforcement learning algorithms,.Engineering Applications of Artificial Intelligence, Vol 29, pp 163-177. (Impact Factor: 1.962)
  8. Narjeskhatoon Habibi; Mohd Razip Samian; Siti Zaiton Mohd Hashim; Alireza Norouzi, (2014) EcoliOverExpressionDB: A database of recombinant protein overexpression in E. coli, Protein Expression and Purification, Vol 95, pp 92-95. (Impact Factor: 1.508)
  9. Abdul Syukor Mohamad Jaya; Siti Zaiton Mohd Hashim; Habibollah Haron; Muhd. Razali Muhamad; Abd Samad Hasan Basari; Md. Nizam Abd. Rahman, (2014) Modeling of TiN coating thickness using RSM approach ,Key Engineering Materials, Vol 594, pp 556-560. (Impact Factor: 0.194)
  10. Sultan Noman Qasem; Siti Mariyam Shamsuddin; Siti Zaiton Mohd Hashim; Maslina Darus; Eiman Al-Shammari Corrigendum, (2013) Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems, Information Sciences ,Vol 239 pp 165-190. (Impact Factor: 3.64)
  11. Mortaza Zolfpour-Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim (2013) Route planning model of multi-Agent system for a supply chain management. Expert Systems with Applications, Vol 40(5). (Impact Factor: 1.854)
  12. Aina Musdholifah and Siti Zaiton Mohd Hashim (2013), Triangular kernel nearest-neighbor-based clustering algorithm for discovering true clusters. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7769, pp 124-140.
  13. Vahid Khatibi Bardsiri, Dayang Norhayati Abang Jawawi, Siti Zaiton Mohd Hashim and Elham Khatibi (2013). , A PSO-based model to increase the accuracy of software development effort estimation. Empirical Software Engineering, Vol 21(3) pp 501-526. (Impact Factor:0.85)
  14. Norfadzlan Yusup, Arezoo Sarkheyli,Azlan Mohd Zain,Siti Zaiton Mohd Hashim, Norafida Ithnin (2013). Estimation of optimal machining control parameters using artificial bee colony. Journal of Intelligent Manufacturing. (Impact Factor:1.28)
  15. Falah Y. H. Ahmed, Siti Mariyam Shamsuddin, and Siti Zaiton Mohd Hashim (2013), Improved SpikeProp for Using Particle Swarm Optimization. Mathematical Problems in Engineering, Vol. 2013, pp 1-13 (Impact Factor: 1.38).
  16. Vahid Khatibi Bardsiri, Dayang Norhayati Abang Jawawi, Siti Zaiton Mohd Hashim and Elham Khatibi (2013). A Flexible Method to Estimate the Software Development Effort Based on the Classification of Projects and Localization of Comparisons. Empirical Software Engineering, In Press (Springer, Impact Factor: 1.18).
  17. Abdul Syukor Mohamad Jaya, Siti Zaiton Mohd Hashim, Habibollah Haron, Muhd.Razali Muhamad, Md. Nizam Abd. Rahman, Abd. Samad Hasan Basari (2012). Predictive Modeling of TiN Coating Roughness . Advanced Materials Research Vol. 626 (2013) pp 219-223.
  18. Norfadzlan Yusup, Azlan Mohd Zain, Siti Zaiton Mohd Hashim (2012). Evolutionary techniques in optimizing machining parameters: Review and recent applications (2007–2011). Expert Systems with Applications Vol. 39(2012) pp 9909–9927. (Elselvier, Impact Factor: 2.203)
  19. M.F. Misman, M.S. Mohamad, S. Deris, S.Z.M. Hashim, N. Leham, Z. Ibrahim. (2012).A Tuning Parameter Selector Method for the gSVM-SCAD in Determining Significant Genes and Biological Pathways.  Vol 6, No.4, pp. 851-856.ICIC Express Letters. ICIC International. Indexed by SCOPUS.
  20. Seyed Ali Mirjalili and Siti Zaiton Mohd Hashim (2012). BMOA: Binary Magnetic Optimization Algorithm.International Journal of Machine Learning and Computing, Vol.2(3): 204-208 ISSN: 2010-3700.
  21. N.A. Sjarif; S.M. Shamsuddin; S.Z. Hashim, (2012). Detection of abnormal behaviors in crowd scene: A review. International Journal of Advances in Soft Computing and its Applications. Vol 4(2).
  22. Reza Firsandaya Malik, Tharek Abdul Rahman, Razali Ngah, Siti Zaiton Mohd Hashim (2012). The New Multipoint Relays Selection in OLSR using Particle Swarm Optimization. Journal Telkomnika Indonesian, Journal of Electrical Engineering, 10(2): In Press.
  23. Mortaza Zolfpour-Arokhlo, Ali Selamat, Siti Zaiton Hashim,(2012). Route Planning Model of Multi-agent System for a Supply Chain Management, Expert Systems with Applications, An International Journal, ESWA-D-12-02105, Elsevier, (accepted 27 August 2012), (Impact Factor: 2.203)
  24. Mortaza Zolfpour-Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim, (2012). Route Guidance System Based on Self-Adaptive Algorithm,  Journal  of the Communications in Computer and Information Science series., Springer, KTW 2011, CCIS 295, pp. 244–253.
  25. Adel A. A. Ssaed, Wan M. N. Wan Kadir and Siti Zaiton Mohd Hashim, (2012) Cost Benefits Maximization Using Discount Cost Function for Embedded System Architecture Optimization, International Journal of Software Engineering and Its Applications, Vol. 6, No. 4, p.p. 47-68
  26. Adel A. A. Ssaed, Wan M. N. Wan Kadir and Hashim, M. S. Z, (2012) Metaheuristic Search Approach Based on In-house/Out-sourced Strategy to Solve Redundancy Allocation Problem in Component-Based Software Systems, International Journal of Software Engineering and Its Applications, Vol. 6, No. 4, p.p. 143-154.
  27. Seyed Ali Mirjalili, Siti Zaiton Mohd Hashim and Hossein Moradian Sardroudi (2012). Training Feedforward Neural Networks Using Hybrid Particle Swarm Optimization and Gravitational Search Algorithm. International Journal of Applied Mathematics and Computation, 218(21): In Press. (ISI and Scopus indexed, IF:1.534).
  28. Khatibi.B, Vahid, Dayang N. A. Jawawi, Siti Zaiton Mohd Hashim and Elham Khatibi (2012). A PSO-Based Model to Increase the Accuracy of Software Development Effort Estimation, Software Quality Journal. (Springer Publication, ISI Indexed, IF:0.41).
  29. Khatibi.B, Vahid, Dayang N. A. Jawawi, Siti Zaiton Mohd Hashim and Elham Khatibi (2012). Increasing the Accuracy of Software Development Effort Estimation Using Projects Clustering. IET Software, vol. 6, pp. 461-473. (ISI and Scopus indexed, IF:0.32).
  30. Seyed Reza Shahamiri, Wan M. N. Wan-Kadir, Suhaimi Ibrahim and Siti Zaiton Mohd Hashim (2012), Artificial Neural Networks As Multi-Networks Automated Test Oracle, Automated Software Engineering: Volume 19, Issue 3, Page 303-334.
  31. Abdul Syukor Mohamad Jaya, Mohd Razali Muhamad, Md. Nizam Abd Rahman and Siti Zaiton Mohd. Hashim(2012). Application of Fuzzy Rule-based Model to Predict TiAIN Coatings Roughness. Applied Mechanics and Materials Vols. 110-116 (2012) pp 1072-1079.
  32. Khatibi.B, Vahid, Dayang Norhayati Abang Jawawi and Siti Zaiton Mohd Hashim (2011). Neural Networks for Accurate Estimation of Software Metrics. International Journal of Advancements in Computing Technology 3(10): 54-66. (Scopus indexed)
  33. Khatibi.B, Vahid, Dayang N.A. Jawawi, Siti Zaiton Mohd Hashim and Elham Khatibi (2011). A Hybrid Method For Increasing The Accuracy Of Software Development Effort Estimation . Scientific Research and Essays 6(30): 6382-6392.(ISI and Scopus indexed, IF:0.44).
  34. Haswadi Hasan; Habibollah Haron; Siti Zaiton Mohd Hashim (2011). Heuristic algorithm to generate modified freeman chain code from thinned binary image. Australian Journal of Basic and Applied Sciences. Vol 5(11), pp752-762.
  35. Abdul Syukor Mohamad Jaya; Abd Samad Hasan Basari; Siti Zaiton Mohd Hashim; Habibollah Haron; Muhd. Razali Muhamad; Md. Nizam Abd Rahman (2011). Application of ANFIS in predicting of TiAlN coatings hardness. Australian Journal of Basic and Applied Sciences.  Vol 5(9), pp 1647-1657.
  36. Khatibi.B, Vahid, Dayang Norhayati Abang Jawawi, Siti Zaiton Mohd Hashim and Elham Khatibi (2011). A New Fuzzy Clustering Based Method to Increase the Accuracy of Software Development Effort Estimation. World Applied Sciences Journal 14(9): 1265-1275. (ISI and Scopus indexed).
  37. Muhammad Faiz Misman, Mohd Saberi Mohamad, Safaai Deris, Siti Zaiton Mohd Hashim, NurDyana Leham and Zuwairie Ibrahim (2011), A Tuning Parameter Selector Method For The GSVM-SCAD In Determining Significant Genes And Biological Pathway. International Journal of Innovative Computing, Information and Control (IJICIC) 6(4): 851-856.
  38. Abdul Syukor Mohamad Jaya, Abd Samad Hasan Basari, Siti Zaiton Mohd. Hashim, Habibollah Haron, Muhd. Razali Muhamad  and Md. Nizam Abd Rahman (2011).  Application of ANFIS in in Predicting of TiAIN Coatings Hardness. Australian Jounal of Basic and Applied Sciences, 5(9): 1647-1657, 2011.
  39. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim, Md Hafiz Selamat (2011). Multi-agent Reinforcement Learning for Route Guidance System, International Journal of Advancements in Computing Technology Volume 3, Number 6, July 2011, pp. 1-5 (IEEE indexed)
  40. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim and Md Hafiz Selamat, Route Guidance System Based on Self Adaptive Multiagent Algorithm, Computational Collective Intelligence, Technologies and Applications Lecture Notes in Computer Science, 2011, LNCS 6923 6923/2011, 90-99, Springer.
  41. Seyed Reza Shahamiri, Wan M.N Wan-Kadir, Suhaimi Ibrahim, Siti Zaiton Mohd Hashim. An Automated Framework For Software Test Oracle, Elsevier- Information and Software Technology 53(7), pp. 774-788, (IF: 1.8).
  42. Muhammad Faiz Misman, Safaai Deris, Mohd Saberi Mohamad and Siti Zaiton Mohd Hashim, Pathway-Based Microarray Analysis Using a Hybrid SVM and Somoothly Clipped Absolute Deviation for Defining Significant Phenotypes Related Genes and Biological Pathways, Journal of Innovative Computing, Information and Control (ICIC-ELB), Jan 2011.
  43. Khaled Mohammed Bin Abdl and Siti Zaiton Mohd Hashim (2010), Swarm-Based Feature Selection for Handwriting Identification, Journal of Computer Science 6 (1): 80-86, 2010, ISSN 1549-3636, Science Publications.
  44. Zahra Beheshti; and Siti Zaiton Mohd Hashim, (2010) A review of emotional learning and it’s utilization in control engineering. International Journal of Advances in Soft Computing and its Applications. Vol 2(2), pp 191-208.
  45. Maheyzah, M. S., Mohd Aizaini, M., and Siti Zaiton, M. H. (2009). A Hybrid Intelligent Approach for Automated Alert Clustering and Filtering in Intrusion Alert Analysis. Int. Journal in Computer Theory and Engineering (IJCTE), Dec 2009.
  46. Maheyzah, M. S., Mohd Aizaini, M., and Siti Zaiton, M. H. (2009). Intelligent Alert Clustering Model for Network Intrusion Analysis.Int. Jurnal in Advances Soft Computing and Its Applications (IJASCA), Vol. 1, No. 1, July 2009, ISSN 2074-8523. pp. 33 – 48.
  47. Mohamad Ashari Alias, Siti Zaiton Mohd Hashim, Supiah Samsudin (2009), Using Fuzzy Analytic Hierarchy Process for Southern Johor River Ranking, Int. J. Advance. Soft Comput. Appl., Vol. 1, No. 1, July 2009, ISSN 2074-8523,pp 62-76.
  48. Siti Nurmaini, Siti Zaiton Mohd Hashim, Dayang Norhayati Abang Jawawi(2009), Modular Weightless Neural Network Architecture for Intelligent Navigation, Int. J. Advance. Soft Comput. Appl., Vol. 1, No. 1, July 2009, ISSN 2074-8523; pp1-18.
  49. Siti Mariyam Shamsuddin, Siti Zaiton Mohd Hashim, Maslina Darus and Ana Salwa Shafie (2008), Study on Three-Term BackPropagation MLP, International Journal of Mathematics & Applications, Vol 1, No 1(June 2008), pp 9-25
  50. M. O. Tokhi, M. Z. Md Zain, M. S. Alam, F. M. Aldebrez, S. Z. Mohd Hashim and I. Z. Mat Darus (2008). Genetic algorithm optimisation for control system design of flexible structures. Special Issue on Cybernetic Systems; Fuzzy, Neural and Evolutionary Computing Approach. ISSN: 0334-1860
  51. Roselina Sallehuddin, Siti Mariyam Shamsuddin, Siti Zaiton Mohd Hashim, Ajith Abraham(2007). Forecasting Time Series Data Using Hybrid Grey Relational Artificial NN and Auto-Regressive Integrated Moving Average Model. Neural Network World 6/07, 573-605,  December 15, 2007
  52. Reza Firsandaya Malik, Tharek Abdul Rahman, Siti Zaiton Mohd. Hashim, and Razali Ngah(2007). New Particle Swarm Optimizer with Sigmoid Increasing Inertia Weight. International Journal of Computer Science and Security (IJCSS),  ISSN: 1985-1533
  53. Mohd Hashim, S. Z. and Tokhi, M. O. (2004). Genetic modelling and simulation of flexible structures. Studies in Informatics and Control, 13, (4) pp 253-264, December 2004.
  54. Norazah Yusof, Siti Mariyam Shamsuddin, Nor Bahiah Hj Ahmad, Siti Zaiton Mohd Hashim, Paridah Samsuri,Neural Network  Application on Knowledge Acquisition For Adaptive Hypermedia Learning, Chiang Mai Journal Science, Jun 2001, (3), pp 33-45.

Journals: Local

  1. Stella I. Orakwue; Razali Ngah; T.A. Rahman; Siti Z. Mohd Hashim; Hamza M. R. Al-Khafaji, (2015), Implementation of Switched Beam Smart Antenna Using Artificial Neural Network, Wireless Personal Communications.
  2. Mohammad Babrdelbonb, Siti Zaiton Mohd Hashim, Nor Erne Nazira Bazin, (2014), Data Analysis by Combining the Modified K-Means and Imperialist Competitive Algorithm, Jurnal Teknologi, 70(5).
  3. Narjeskhatoon Habibi, Siti Zaiton Mohd Hashim, Cesar A. Rodriguez, Mohd Razip Samian (2013), A review of CADs, languages and data models for synthetic biology, Jurnal Teknologi (Sciences and Engineering) pp. 88-98.
  4. Maheyzah Md. Siraj, Mohd Aizaini Maarof, Siti Zaiton Mohd Hashim (2010), Performance of the Levenberg-Marquardt Neural Network Training Method in Alert Correlation, submitted to International Journal of Innovative Computing, June 2010.
  5. Maheyzah, M. S. and Siti Zaiton, M. H. (2008), Network Intrusion Alert Correlation Challenges and Techniques. Jurnal Teknologi Maklumat, Disember, Universiti Teknologi Malaysia: FSKSM, 20(2), pp. 12-36.
  6. M. Ashari, A., S. Zaiton M.H., Supiah, S. (2008). Multi Criteria Decision Making and Its Applications– A Review, Jurnal Teknologi Maklumat, 20(2) 2008, 129-152, Fakulti Sains Komputer dan Sistem Maklumat, Universiti Teknologi Malaysia.
  7. Shamsuddin, S. M., Mohd Hashim, S.Z., Ghazali R. and Abu Bakar, A. (2006), Rangkaian Suap Balik Elman Bagi Peramalan Harga Rumah. Journal of Advancing  Management Studies (JAIMS), Jilid 13, No. 2, pg. 217-230, Disember 2006.
  8. Norazah Yusof, Nor Bahiah Hj Ahmad, Siti Zaiton Mohd Hashim,Paridah Samsuri (2000), Pengkelasan Tahap Pengetahuan Pelajar Secara Pembelajaran Adaptif Berteknologikan Hipermedia: satu Pendekatan Rangkaian Neural. Jurnal Teknologi Maklumat, Dis 2000, pp 52-65.