Conference Proceedings

Proceedings: International

  1. Mohammad Babrdel Bonab, Siti Zaiton Mohd Hashim, Ahmed Khalaf Zager Alsaedi, Ummi Raba’ah Hashim, (2015), Modified K-means Combined with Artificial Bee Colony Algorithm and Differential Evolution for Color Image Segmentation, Computational Intelligence in Information System Advances in Intelligent Systems and Computing Volume 331, 2015, pp 221-231
  2. Mohammad Babrdel Bonab, and Siti Zaiton Mohd Hashim, (2014) Improved k-means clustering with Harmonic-Bee algorithms, 2014 Fourth World Congress on Information and Communication Technologies (WICT)
  3. Mohammad Babrdel Bonab and Siti Zaiton Mohd Hashim (2014), Population Based Simulated Annealing To Solving The K-Means Problem Combined With Genetic Algorithm, 2014 IEEE Symposium on Computers & Informatics (ISCI 2014)
  4. Ummi Raba’ah Hashim, Azah Kamilah Muda, Siti Zaiton Hashim, Mohammad Babrdel Bonab, (2013), Rotation Invariant Texture Feature Based on Spatial Dependence Matrix for Timber Defect Detection, Proceedings of the Fourth INNS Symposia Series on Computational Intelligence in Information Systems (INNS-CIIS 2014), pp. 307-312.
  5. Chollette C. Chude-Olisah; Ghazali Sulong; Uche A. K. Chude-Okonkwo; Siti Z. M. Hashim (2013), Illumination normalization for edge-based face recognition using the fusion of RGB normalization and gamma correction, IEEE ICSIPA 2013 – IEEE International Conference on Signal and Image Processing Applications.  pp 412-416.
  6. Jaya, A.S.M., S.Z.M. Hashim, H.Harun, R. Ngah,  M.R. Muhamad, M.N.A. Rahman, (2013) Modeling of ANFIS in predicting TiN coatings roughness. 2013 5th International Conference on Computer Science and Information Technology, CSIT 2013. Indexed by IEEE.
  7. Musdholifah, A., S.Z.M. Hashim, and R. Ngah, (2013) Robust Local Triangular Kernel density-based clustering for high-dimensional data2013 5th International Conference on Computer Science and Information Technology, CSIT 2013, Indexed by IEEE
  8. Musdholifah, A., S.Z.M. Hashim, and R. Ngah, (2012) Hybrid PCA-ILGC clustering approach for high dimensional data. International Conference in Systems, Man, and Cybernetics (SMC), Indexed by IEEE
  9. Jaya, A.S.M., S.Z.M. Hashim, H.Harun, M.R. Muhamad, M.N.A. Rahman, (2012) Fuzzy rule-based model to estimate surface roughness and wear in hard coatings. International Conference in Systems, Man, and Cybernetics (SMC), Indexed by IEEE.
  10. Norfadzlan Yusup, Azlan Mohd Zain, Siti Zaiton Mohd Hashim (2012). Overview of PSO for Optimizing Process Parameters of Machining. Procedia Engineering 29   (2012) pp 914 – 923.
  11. Siraj, M. M, Maarof, M. A. and Hashim, M. S. Z. (2012). Classifying Security Alerts from Multiple Sensors Based on Hybrid Approach. Proceeding of The International Conference on Informatics and Applications (ICIA12), Kuala Terengganu, Malaysia. 174-181.
  12. Siraj, M. M, Maarof, M. A. and Hashim, M. S. Z. (2012). Integrated Alert Correlation Approach Based on PCA and Levenberg-Marquardt Backpropagation Neural Network. Elsevier’s Procedia Engineering. In Press.
  13. Zakaria A. Hamed, S.Z.M. Hashim, (2012). Hybrid PSO-Black Stork Foraging for Functional Nueral Fuzzy Network Learning Enchancement .2012 IEEE International Conference on System, Man, and Cybernatics. Seoul, Korea, 14-17z Oct 2012, pp. 1339-1344, (IEEE indexed)
  14. M.F. Hashim, S.Z.M. Hashim, H. Haron (2012). Comparison of Clinical and Textural Approach for Diabetic Retinopathy Grading. 2012 IEEE International Conference on Control System, Computing and Engineering. Penang, Malaysia, 23-25 Nov 2012, pp. 313-318, (IEEE indexed)
  15. Nilam Nur Amir Sjarif; Siti Mariyam Shamsuddin; Siti Zaiton Mohd Hashim, (2012) A framework of multi-objective particle swarm optimization in motion segmentation problem 2nd International Conference on Digital Information and Communication Technology and its Applications, DICTAP 2012. pp 93-98.
  16. Faiza; S.S. Yuhaniz; S.Z. Mohd Hashim; A.K. Kalema, (2012) Detecting floods using an object based change detection approach. 2012 International Conference on Computer and Communication Engineering, ICCCE 2012, pp 44-50.
  17. Narjeskhatoon Habibi; Siti Zaiton Mohd Hashim; Cesar A. Rodriguez; Mohd Saberi Bin Mohamad; Safaai Bin Deris, (2012) The emerging field of synthetic biology: A review. ICIAS 2012 – 2012 4th International Conference on Intelligent and Advanced Systems: A Conference of World Engineering, Science and Technology Congress (ESTCON) – Conference Proceedings. pp 160-164.
  18. A.S.M. Jaya, M.R. Muhamad, M.N.A. Rahman, Z.A.F.M. Napiah, S.Z.M. Hashim, H. Haron (2011). Hybrid RSM-Fuzzy Modeling For Hardness Prediction Of Tiain Coatings. 11th International Conference on Intelligent Systems Design and Applications. Cordoda 22-24 Nov 2011, pp. 313-318, (IEEE indexed)
  19. S.H. Basari; A.S.M. Jaya; M.R. Muhamad; M.N.A. Rahman; S.Z.M. Hashim; H. Haron, (2011) Application of ANFIS in predicting TiAlN coatings flank wear. Proceedings – CIMSim 2011: 3rd International Conference on Computational Intelligence, Modelling and Simulation.
  20. Ali Selamat; Mortaza Zolfpour-Arokhlo; Siti Zaiton Hashim; Md. Hafiz Selamat, (2011) A fast path planning algorithm for route guidance system. Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics, pp 2773-2778.
  21. Mortaza Zolfpour-Arokhlo; Ali Selamat; Siti Zaiton Mohd Hashim(2011).Self-adaptive and multi-agent reinforcement learning in route guidance system. 2011 5th Malaysian Conference in Software Engineering, MySEC 2011. pp 383-387.
  22. Siti Fadzilah Mat Noor; Norazah Yusof; Siti Zaiton Mohd Hashim, (2011) Creating granular learning object towards reusability of Learning Object in E-Learning Context, Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011. pp 6021-645.
  23. Nilam Nur Amir Sjarif; Siti Mariyam Shamsuddin; Siti Zaiton Mohd Hashim; Siti Sophiayati Yuhaniz, (2011) Crowd analysis and its applications. Communications in Computer and Information Science.  CCIS(PART 1), pp 687-697.
  24. Afnizanfaizal Abdullah; Safaai Deris; Siti Zaiton Mohd Hashim; Mohd Saberi Mohamad; Satya Nanda Vel Arjunan, (2011) An improved local best searching in particle swarm optimization using differential evolution. Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems, HIS 2011, pp115-120.
  25. Narjeskhatoon Habibi, Siti Zaiton Mohd Hashim, Cesar A. Rodriguez, Mohd Saberi Bin Mohamad, and Safaai Bin Deris. (2011) The Emerging Field of Synthetic Biology: a
    Review. ICIAS2011.     pp 1-5.
  26. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim and Md Hafiz Selamat (2011). A Fast Path Planning Algorithm for Route Guidance System. 2011 IEEE International Conference on Systems Man, and Cybernetics, 9-12 October 2011, Anchorage, Alaska, pp. 2773-2778, (IEEE indexed).
  27. Mortaza Zolfpour Arokhlo, Ali Selamat and Siti Zaiton Mohd Hashim (2011), Route Guidance System Using Multi-Agent Reinforcement Learning. 7th International Conference on IT in Asia (CITA 2011), SARAWAK, Malaysia,12 July 2011, pp. 1-5, (IEEE indexed).
  28. A.S.H. Basari, A.S.M. Jaya, M.R. Muhamad, M.N.A. Rahman, S.Z.M. Hashim, H. Haron (2011), Application Of ANFIS In Predicting Tiain Coatings Flank Wear, 2011 Third International Conference on Computational Intelligence, Modelling & Simulation, pp. 57-62, (IEEE indexed).
  29. Reza Firsandaya Malik, Siti Zaiton Mohd Hashim, Tharek Abdul Rahman,,Razali Ngah (2011), The Multipoint Relays Selection using Particle Swarm Optimization in OLSR for File Transfer Protocol Application, 7th Jordanian International Electrical and Electronics Engineering Conference (JIEEEC 2011), 11 – 14 April 2011, Amman Jordan.
  30. Abdul Syukor Mohamad Jaya, Mohd Razali Muhammad, Siti Zaiton Mohd Hashim and Md Nizam Abd Rahman (2011), Application Of Fuzzy-Based Model To Predict Tiain Coatings Roughness, 2011 2nd International Conference on Mechanical, Industrial and Manufacturing Technologies (MIMT 2011), Singapore, 27-28 Feb 2011, pp. 1072-1079.
  31. Muhammad Faiz Misman; Safaai Deris; Mohd Saberi Mohamad; Siti Zaiton Mohd Hashim (2010) Identification of significant phenotypes related genes and biological pathways using a hybrid of support vector machines and smoothly clipped absolute deviation. ICIC Express Letters, Part B: Applications. pp 131-135
  32. Abdul Syukor Mohamad Jaya and Siti Zaiton Mohd Hashim (2010), Fuzzy Logic-Based for Predicting Roughness Performance of TiAIN Coating, Proceeding of The 10th International Conference on Intelligent Systems Design and Applications (ISDA’10), Cairo, Egypt, November 29 – December 1, 2010, pp. 91-96, (IEEE indexed).
  33. Chin Yoon Soon and Siti Zaiton Mohd Hashim (2010), Kernel Dimensionality Reduction evaluation on Various Dimension of Effective Subspaces for Cancer Patient Survival Analysis, International Conference on Information Science, Signal Processing and Applications (ISSPA 2010), 10-13 May 2010, pp. 790-793, (IEEE indexed).
  34. Syed Mirjalili and Siti Zaiton Mohd Hashim (2010), A New Hybrid PSOGSA Algorithm for Function Optimiziation,International Conference on Computer and Information Application 2010 (ICCIA 2010), 3-5 December 2010, pp. 374-377. (IEEE indexed).
  35. Aina Musdholifah and Siti Zaiton Mohd Hashim (2010), Triangular Kernel Nearest Neighbor Based Clustering for Pattern Extraction in Spatio-Temporal Database, Proceeding of The 10th International Conference on Intelligent Systems Design and Applications (ISDA’10), Cairo, Egypt, November 29 – December 1, 2010, pp. 67-73. (IEEE indexed).
  36. Aina Musdholifah, Siti Zaiton Mohd Hashim and Ito Wasito (2010), Genetic Algorithm-based Clustering on Spatio-Temporal Data, Proceeding of International Conference on Advance Computer Science and Information System 2010 (ICACSIS2010), Bali, Indonesia, November 20-23, 2010, pp. 95-99, (IEEE indexed).
  37. Delint Ira Setyo Adi, Siti Mariyam Shamsuddin and Siti Zaiton Mohd Hashim (2010), NURBS Curve Approximation Using Particle Swarm Optimization, 7th International Conference Computer Graphics, Imaging and Visualisation (CGiV 2010), Sydney Australia, pp. 73-79, (IEEE indexed).
  38. Aina Musdholifah, Siti Zaiton Mohd Hashim, and Ito Wasito, KNN-Kernel based Clustering for Spatio-Temporal Database, Proceeding of International Conference on Computer and Communication Engineering (ICCCE’10), Kuala Lumpur, Malaysia, May 11-12, 2010, pp. 1-6, (IEEE indexed).
  39. Siti Nurmaini, Siti Zaiton (2009), Mobile Robot Navigation Using an Interval Fuzzy type-2 and Neural Network Classifier,IEEE Symposium on Industrial Electronics and Applications (IEEE/ISIEA 2009), Kuala Lumpur, Oktober, 2009.
  40. Siti Nurmaini, Siti Zaiton, Dayang Norhayati (2009), RAM Network based Type2 Fuzzy-Neural Controller for Mobile Robot, International Conference on Control, Instrumentation and Mechatronics Engineering (CIM 2009), Malaca, 2-3 June, 2009.
  41. Siti Nurmaini, Siti Zaiton (2009), Motion Planning in Unknown Environment using an Interval Fuzzy type-2 and Neural Network Classifier, IEEE International Conference Compuational Intelligent Measurement System and Application (CIMSA 2009), Hongkong, Mei 2009, pp. 50-55 (IEEE indexed).
  42. Mohamad Ashari Alias, Supiah Shamsudin, Siti Zaiton Mohd Hashim (2009), Rivers Ranking using Fuzzy Analytic Hierarchy Process, In Proceedings of the International Conference on Water Resources (ICWR) 2009. Langkawi, Kedah. 26-27 May 2009.
  43. Siti Zaiton Mohd Hashim and Permana, KE (2009), Fitting Membership Function with PSO Inertia Weight for Truck Backer-Upper Problem, Asia Modelling Symposium 2009, Third Asia International Conference on Modelling & Simulation, Bandung, Indonesia, May 25-26, 2009, pp. 25-28 (IEEE indexed).
  44. Siti Nurmaini, Siti Zaiton, Dayang Norhayati (2009), Environmental Recognition Using RAM-Network Based Type-2 Fuzzy Neural for Navigation of Mobile Robot , International Conference Control And Automation Engineering (ICCAE, 2009), Bangkok, Thailand, 10-12 May, 2009, pp. 296 – 301 (IEEE indexed).
  45. Maheyzah, M. S., Mohd Aizaini, M., and Siti Zaiton, M. H. (2009), Network Intrusion Alert Aggregation Based on PCA and Expectation Maximization Clustering Algorithm, In proceeding of The IACSIT International Conference on Telecom Technology and Applications (ICTTA09).Manila, Philippines. pp. 450 – 454.
  46. Maheyzah, M. S., Mohd Aizaini, M., and Siti Zaiton, M. H. (2009), Intelligent Clustering with PCA and Unsupervised Learning Algorithm in Intrusion Alert Correlation, In proceeding of The IEEE International Conference on Information Assurance and Security (IAS09). Xi’an, China, pp. 679-682, (IEEE indexed).
  47. Ho Sheau Fen, Safaai Deris and Siti Zaiton Mohd Hashim (2009), A Combination of PSO and Local Search in UCTP,IEEE 2009 International Conference on Computer Engineering and technology (ICCET 2009), pp 492-495, Singapore, (IEEE indexed).
  48. Ho Sheau Fen, Safaai Deris and Siti Zaiton Mohd Hashim (2009), A Study on PSO-based University Course Timetabling Problem, IEEE 2009 International Conference on Advanced Computer Control (ICACC 2009) Singapore, pp 648-651, (IEEE indexed).
  49. Siti Nurmaini, Siti Zaiton, A. Zarkasih (2009), Architecture Modular of Weightless Neural Network for Mobile Robot, International Conference Technology and Information System (ICTS 2009), Surabaya, 2009.
  50. Afnizanfaizal Abdullah, Safaai Deris, Siti Zaiton Mohd Hashim, Hamimah Mohd Jamil (2009), Graph Partitioning Method for Functional Module Detections of Protein Interaction Network, International Conference on Computer Technology and Development (ICCTD 2009) 13 – 15, November 2009, Kota Kinabalu, Malaysia, pp. 230-234, (IEEE indexed).
  51. Permana, KE and Siti Zaiton Mohd Hashim (2008), PSO-Fuzzy Optimization for Truck Backer-Upper Problem, Student Conference on Research & Development, 2008 Asia Pacific Regional Conference, Johor Bahru, Malaysia, November 26-27, 2008.
  52. Maheyzah, M. S. and Siti Zaiton, M. H. (2008) , Using Alert Normalization to Model INFOSEC Data in Collaborative Environment, In proceeding of The 3rd Brunei International Conference on Engineering and Technology 2008 (BICET’08). Institut Teknologi Brunei, Brunei Darussalam.
  53. Maheyzah, M. S. and Siti Zaiton, M. H. (2008) , Survey and Comparative Analysis of Alert Correlation Systems in Information Security, In proceeding of The 3rd Brunei International Conference on Engineering and Technology 2008 (BICET’08). Institut Teknologi Brunei, Brunei .
  54. Sallehuddin, R., Shamsuddin, S.M.H., Mohd Hashim, S.Z. (2008), Application of Grey Relational Analysis for Multivariate Time Series, Proceedings- 8th International Conference on Intelligence Systems Design and Applications, ISDA 2008, art no. 4696371, pp 432-437, (IEEE indexed).
  55. Siti Nurmaini, Siti Zaiton (2008), An Embedded Fuzzy Type-2 Controller Based Sensor Behavior for Mobile Robot, International Conference System Design and Application (ISDA 2008), Kaohsiung City, Taiwan, 11-13 November, 2008, pp. 29-34, (IEEE indexed).
  56. Mardiyono, Siti Zaiton Mohd Hashim (2008), Proving Adaptive Characteristics of Reader Adapter for Adaptive RFID Middleware Architecture, Proceeding of The 2008 International Joint Conference in Engineering (IJSE2008), Jakarta Indonesia, August 2-5, 2008.
  57. Siti Zaiton Mohd Hashim, Mardiyono, Wan Mohd Nasir Wan Kadir, Nurulhaini Anuar (2008), Multi Readers Detection in Adaptive RFID Middleware, Proceeding of The Ninth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2008), Phuket Thailand, August 6-8, 2008, pp. 858-863, (IEEE indexed).
  58. Siti Zaiton Mohd Hashim, Mardiyono, Wan Mohd Nasir Wan Kadir, Nurulhaini Anuar (2008), Comparative Analysis on Adaptive Features for RFID Middleware, Proceeding of International Conference on Computer and Communication Engineering (ICCCE) 2008, volume 2 page(s):989-993, 13-15 May 2008, (IEEE indexed).
  59. Mohd Saberi Mohamad, Safaai Deris & Siti Zaiton Mohd Hashim (2006), Selecting Informative Genes from Leukemia Gene Expression Data using a Hybrid Approach for Cancer Classification , International Conference on Biomedical Engineering (BIOMED2006), Mines Resort, Kuala Lumpur, 11-14 Dec 2006, pp. 528-532.
  60. Mohd Saberi Mohamad, Safaai Deris and Siti Zaiton Mohd Hashim (2006). Gene Selection from Gene Expression Data using Genetic Algorithm for Cancer Classification. ICAIET’06.
  61. Mohd Hashim, S. Z, Tokhi, M.O. (2005). Interactive Learning Framework for Dynamic Simulation and Control of Flexible Structures. Proceeding of American Society for Engineering Education: 2005 Illinois-Indiana Sectional Conference, Northern Illinois University, Dekalb, Illinois, 1-2 April 2005, Section 3-T-43.
  62. Mohd Hashim, S. Z., Tokhi, M. O. and Mat Darus, I. Z. (2004).Genetic Adaptive Active Vibration Control Of Flexible Structures. ICS’04: Proceedings of IEEE SMC UK-RI Chapter Conference 2004 on Intelligent Cybernetic Systems, Londonderry, UK, 7-8 September 2004, pp 166- 171.
  63. Mohd. Hashim, S. Z., Tokhi, M. O. and Mat Darus, I. Z. (2004). Interactive Learning Environment For Active Vibration Control Of Flexible Structures. IADAT-e2004: Proceedings of the International Conference on Education (Development of Advances in Technology), Bilbao, Spain, 7- 9 July 2004.
  64. Mohd Hashim, S. Z., Tokhi, M. O. and Mat Darus, I. Z. (2004). Genetic Modelling Of Flexible Beam Structures. ICCC 2004: Proceedings of International Conference on Computers and Communications, Baile Felix Spa-Oradea, Romania, 27-29 May 2004, pp. 267-272.
  65. Mohd. Hashim, S. Z. and Tokhi, M. O. (2004). ANFIS Active Vibration Control Of Flexible Beam Structures. ESDA04: Proceedings of 7th Biennial Conference on Engineering Systems Design and Analysis, Manchester, UK, 19-22 July 2004, pp. 747-752.
  66. Mohd Hashim, S. Z. and Tokhi, M. O. (2004). Nonlinear Dynamic Modelling Of Flexible Beam Structures Using Neural Networks. ICM 2004: Proceedings of the IEEE International Conference on Mechatronic, Istanbul, Turkey, 3 – 5 June 2004, pp. 171-175, (IEEE indexed).
  67. Mohd Hashim, S. Z. and Tokhi, M. O. (2004). Dynamic Modelling With Multi Layer Perceptron Neural Networks.PREP2004: Proceedings of the Postgraduate Research Conference in Electronics, Photonics, Communications & Networks, and Computing Science, University of Hertfordshire, UK, 5- 7 April 2004, pp 234-235.
  68. Mohd Hashim, S. Z. and Tokhi, M. O. (2004). Neuro-Adaptive Vibration Suppression Of Flexible Beam Structures. MIC 2004: Proceedings of the 23rd IASTED International Conference on Modelling, Identification, and Control, Grindelwald, Switzerland, 23 – 25 February 2004, pp 467-472.
  69. Mat Darus, I. Z., Tokhi, M. O. and Mohd. Hashim, S. Z. (2004). Non-Linear System Identification Of Flexible Plate Structures Using Neural Networks. ESDA04: Proceedings of 7th Biennial Conference on Engineering Systems Design and Analysis, Manchester, UK, 19-22 July 2004, pp. 739-745 .
  70. Mohd Hashim, S. Z., Mat Darus, I. Z. and Tokhi, M. O. (2002). An Interactive Environment For Simulation And Control Of Flexible Structures. ACTIVE 2002: Proceedings of the 2002 International Symposium on Active Control of Sound and Vibration, Southampton, UK, 15-17 July 2002, pp. 1189-1199.
  71. Norazah Yusof, Siti Zaiton Mohd Hashim, Nor Bahiah Hj Ahmad, Paridah Samsuri (2000), SPATH: An adaptive Web-based Learning System, IASTED International Conference, Banff Canada, 25-27 July 2000.

Proceedings: Local

  1. Mohd Fazli Hashim, and Siti Zaiton Mohd Hashim, (2014), Diabetic Retinopathy Lesion Detection Using Region-Based Approach, The 8th Malaysian Software Engineering Conference, MySEC 2014.
  2. Khaled Mohammed Abdl and Siti Zaiton Mohd Hashim, (2014), Handwriting Identification From The Perspective Of Optimization Model, The 8th Malaysian Software Engineering Conference, MySEC 2014.
  3. Nurmaini S., S.Z.M. Hashim, Triadi A., (2014), Swarm Robots Control System Based on Fuzzy-PSO, EECSI 2014 Conference- Electrical Engineering Computer Science and Infromatics.
  4. Chollette C. Chude-Olisah; Ghazali B. Sulong; Uche A.K. Chude-Okonkwo; Siti Z.M. Hashim, (2013) Edge-based representation and recognition for surgically altered face images, 7th International Conference on Signal Processing and Communication Systems, ICSPCS 2013 – Proceedings.
  5. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim and Md Hafiz Selamat (2011), Self-adaptive andMulti-agent Reinforcement Learning in Route Guidance System, Software Engineering (MySEC) 2011, 5th Malaysian Conference, 13-14 December 2011, Johor Bahru Malaysia, pp. 383 – 387 (IEEE indexed).
  6. Ismail Ahmed A. Al-Hadi, Siti Zaiton Mohd Hashim, Siti Mariyam Hj Shamsuddin (2011), Bacterial Foraging Optimization Algorithm For Neural Network Learning Enhancement, The 11th International Conference on Hybrid Intelligent Systems, 5th – 8th December 2011, Melaka, Malaysia, pp. 200-205 (IEEE indexed).
  7. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim (2011), Applied Multi-agent System in Road Transportation Network Control. In Proceedings of the Postgraduate Annual Research Seminar (PARS 2011), July 2011, SERG, UTM Skudai 81310,  Johor, Malaysia.
  8. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim and Md Hafiz Selamat (2011), A Self-adaptive and Multi-agent Reinforcement Learning in  Route Guidance System, The 5th Malaysian Software Engineering Conference (MySec2011), 12-14 December 2011, The PUTERI PACIFIC, Johor Bahru, Malaysia (Accepted – IEEE indexed).
  9. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim and Md Hafiz Selamat (2011), A MAS Approach to Control Road Transportation Network, The 5th Malaysian Software Engineering Conference (MySec2011), 12-14 December 2011, The PUTERI PACIFIC, Johor Bahru, Malaysia (Accepted – IEEE indexed).
  10. Mortaza Zolfpour Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim and Md Hafiz Selamat (2011), Route Guidance System Based on Self-Adaptive Multi-agent System. In Proceedings of the 3rd Malaysian Joint Conference on Artificial Intelligence, 20-22 July 2011, UNITEN Putrajaya Campus, Malaysia.
  11. Mortaza Zolfpour Arokhlo, Ali Selamat and Siti Zaiton Mohd Hashim (2010), Route Guidance System Using Multi-Agent Reinforcement Learning,2nd Software Engineering Postgraduate Workshop (SEPoW 2010), 22 Dec 2010.
  12. M. Ashari, A., S. Zaiton, M.H., Supiah, S. (2009), Using Fuzzy Analytic Hierarchy Process For Southern Johore Rivers Ranking, Post Graduate Research Seminar 2009 (PARS’09). Faculty of Computer Science & Information Systems. Universiti Teknologi Malaysia. June 17-19, 2009.
  13. Maheyzah, M. S., Mohd Aizaini, M., and Siti Zaiton, M. H. (2009), Unsupervised Learning for Automated Structural Correlation in Alert Management, The Postgraduate Annual Research Seminar 2009 (PARS’09). Universiti Teknologi Malaysia.
  14. Siti Nurmaini, Siti Zaiton, Dayang Norhayati (2009), “Weightless Neural Network for Environmental Recognition”, Accepted Paper on Post Annual Research Seminar (PARS 09), UTM, Skudai Johor Bahru, June, 2009.
  15. Kurniyawan and Siti Zaiton Mohd Hashim (2009), Generate Fuzzy Membership Function using Particle Swarm Optimization, Postgraduate Annual Research Seminar 2009, UTM Skudai, Johor Bahru, Malaysia, June 15-16, 2009.
  16. M. Ashari, A., S. Zaiton, M.H., Supiah, S. (2008) , AI Applications in MCDM: A Review”, Post Graduate Research Seminar 2008 (PARS’08). Faculty of Computer Science & Information Systems. Universiti Teknologi Malaysia. July 2-3 2008.
  17. Maheyzah, M. S. and Siti Zaiton, M. H. (2008) , Modeling Intrusion Alerts using IDMEF Data Model, The Postgraduate Annual Research Seminar 2008 (PARS’08). Universiti Teknologi Malaysia.
  18. Roselina Sallehuddin, Siti Mariyam Shamsuddin and Siti Zaiton Mohd Hashim (2008) , Multivariate Models in Forecasting Time Series Data, Simposium Kebangsaan Sains Matematik ke-16, Anjuran UMT, Rennaisance Hotel, 3-5 Jun 2008.
  19. Permana, KE and Siti Zaiton Mohd Hashim (2008), Comparative Review of Fuzzy Rules Generation, Postgraduate Annual Research Seminar 2008, UTM Skudai, Johor Bahru, Malaysia, June 30–July 3, 2008.
  20. Siti Nurmaini, Siti Zaiton(2008), Fuzzy Type-2 Controller Based Sensor Behavior for Mobile Robot, Post Annual Research Seminar (PARS 08), UTM Skudai, Malaysia, June, 2008.
  21. Intan Zaurah Mat Darus, Siti Zaiton Mohd. Hashim and Osman Tokhi (2007), Interactive Learning Framework For Dynamic Simulation and Control of a Two Dimensional Flexible Plate Structure, International Conference on Intelligent and Advanced Systems (ICIAS07), November 2007, KL Convention Centre Kuala Lumpur, Malaysia.
  22. Mardiyono, Siti Zaiton Mohd Hashim (2007), Evaluation of Middleware Architectures and Desirable Characteristics Design for Adaptive Middleware In RFID Application, Postgraduate Annual Research Seminar (PARS ’07), July 2007.
  23. Reza Firsandaya Malik, Tharek Abdul Rahman, Siti Zaiton Mohd Hashim and Razali Ngah (2007), Sigmoid Increasing Inertia Weight for Particle Swarm Optimization, Post Graduate Annual Research Seminar 2007 (PARS’07), 2-5 July 2007, Faculty of Comp Science & Info System, Univ. Teknologi Malaysia.
  24. Mardiyono and Siti Zaiton Mohd Hashim (2007), Evaluation of Middleware Architecture and Desirable Characteristics Design for Adaptive Middleware in RFID Application, Post Graduate Annual Research Seminar 2007 (PARS’07), 2-5 July 2007, Faculty of Comp Science & Info System, Univ. Teknologi Malaysia.
  25. Roselina Sallehuddin, Siti Mariyam Shamsuddin and Siti Zaiton Mohd Hashim (2007), Comparative Study of Multivariate and Univariate Models in Forecasting Time Series Data, Post Graduate Annual Research Seminar 2007 (PARS’07), 2-5 July 2007, Faculty of Comp Science & Info System, Univ. Teknologi Malaysia.
  26. Maheyzah Md Sirat and Siti Zaiton Mohd Hashim (2007), Self Healing System: A fundamental Review, Post Graduate Annual Research Seminar 2007 (PARS’07), 2-5 July 2007, Faculty of Comp Science & Info System, Univ. Teknologi Malaysia.
  27. Siti Fadzilah Mat Noor, Norazah Yusof and Siti Zaiton Mohd Hashim (2007), Learning Object Metadata Extraction for Accesibilty and Reusability of Learning Object, Post Graduate Annual Research Seminar 2007 (PARS’07), 2-5 July 2007, Faculty of Comp Science & Info System, Univ. Teknologi Malaysia.
  28. Sho Sheau Fen, Siti Zaiton Mohd Hashim and Safaai Deris (2007), Approaches used in sloving Timetabling Problem: A Review, Post Graduate Annual Research Seminar 2007 (PARS’07), 2-5 July 2007, Faculty of Comp Science & Info System, Univ. Teknologi Malaysia.
  29. Roselina bte. Salleh @ Sallehuddin, Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd. Hashim & Suarni Sumormo (2006), A Propose Framework of Malaysia Natural Rubber Prediction Price Using Granular Neural Network’, Postgraduate Annual Research Seminar 2006 (PARS’06) 24 & 25 May 2006, FSKSM UTM.
  30. Siti Fadzilah Mat Noor, Norazah Yusof & Siti Zaiton Mohd Hashim (2006). Issues of Reusability of Learning Objects in Web-based Environment, Malaysian Software Engineering Conference 2006 (MySec06) 11& 12 Disember 2006, Kuala Lumpur.
  31. Siti Fadzilah Mat Noor, Norazah Yusof & Siti Zaiton Mohd Hashim (2006), Reusable Learning Object in Adaptive Hypermedia System Using Machine Learning Techniques : Preliminary Study, Postgraduate Annual Research Seminar 2006 (PARS’06) 24 & 25 May 2006, FSKSM UTM.
  32. Mohd Shahir Shamsir, Huszalina Hussein, Siti Zaiton Mohd Hashim and Naomie Salim (2006). Educating the educators: Incorporating Bioinformatics Into Biological Science Education In Malaysia, National Conference on Biology(UKM), 26-28 August, Hotel Legend, Kuala Lumpur.
  33. Nor Bahiah Hj Ahmad, Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd Hashim (2005). Rough Set Generation for Identifying Status of Student’s Knowledge Acquisition. Proceeding of International Symposium on Bio-Inspired Computing 2005 (BIC’05), Johor Bharu, Johor, 5-7 Sept 2005, pp 229-233.
  34. Siti Zaiton Mohd Hashim, Siti Mariyam Hj Shamsuddin (2005). System Identification of Flexible Structures using Neural Network.Proceeding of International Symposium on Bio-Inspired Computing 2005 (BIC’05), Johor Bharu, Johor, 5-7 Sept 2005, pp 250-255.
  35. Nurhidayah Muhd Hashim, Asmak Ali, Siti Zaiton Mohd Hashim (2005). Wanita dan Pembangunan Keluarga: Antara Harapan dan Cabaran dalam Pembangunan Ummah. Proceedings of International Seminal on Muslim Women: The Future and Challenges in Shaping the Ummah (SEWANI 2005), Johor, 2-3 April 2005, pp 544-550.
  36. Norazah Yusof, Siti Zaiton Mohd Hashim, Paridah Samsuri, Nor Bahiah Hj Ahmad, Zulkefli Abu Bakar (2001),SPATH: Sistem Pembelajaran Adaptif berteknologi Hipermedia di persekitaran World Wide Web, Konvensyen Pendidikan UTM 2000, 14 Feb 2001.
  37. Norazah Yusof, Siti Zaiton Mohd Hashim, Paridah Samsuri, Nor Bahiah Hj Ahmad, Zulkefli Abu Bakar (2000), SPAtH: Sistem Pembelajaran Adaptif berteknologi Hipermedia di persekitaran World Wide Web, Konvensyen Pendidikan UTM 2000, 14 Feb 2001.
  38. Norazah Yusof, Chew Kwi Young & Siti Zaiton Mohd Hashim (2000), Penggunaan Model Pelajar Dalam Sistem Pembelajaran Adaptif Menggunakan Teknologi Hipermedia, Simposium IT-SIM2K, April 11-12, 2000.
  39. Norazah Yusof, Siti Zaiton Mohd Hashim, Nor Bahaiah Hj Ahmad, Paridah Samsuri (2001), Design and Implementation of an Adaptive Web-based Hypermedia Learning System: A prototype, Proceeding of International Conference on Organizational Development and Leadership in Education, Kuala Lumpur, 30th Jan – 2 Feb 2001, pp 23-30.
  40. Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd. Hashim (1999), SISMATIK : A Mathematical Computing System For Higher Education, Prosiding Kolokium Kebangsaan Pengintegrasian Teknologi dalam Sains Matematik, 27th – 28th May, Universiti Sains Malaysia, pp. 294-299.