{"id":940,"date":"2014-11-27T03:43:15","date_gmt":"2014-11-27T03:43:15","guid":{"rendered":"http:\/\/smartdigitalcommunity.utm.my\/utmbigdata\/?page_id=940"},"modified":"2014-11-30T07:42:45","modified_gmt":"2014-11-30T07:42:45","slug":"national-proceedings","status":"publish","type":"page","link":"https:\/\/research.utm.my\/bdc\/national-proceedings\/","title":{"rendered":"National Proceedings"},"content":{"rendered":"

2013<\/span><\/p>\n

\n
    \n
  1. Alwee, Razana, Siti Mariyam Hj Shamsuddin<\/strong>, and Roselina Salleh Sallehuddin. “Economic indicators selection for crime rates forecasting using cooperative feature selection.” In PROCEEDINGS OF THE 20TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES: Research in Mathematical Sciences: A Catalyst for Creativity and Innovation<\/i>, vol. 1522, no. 1, pp. 1221-1231. AIP Publishing, 2013.<\/li>\n<\/ol>\n<\/div>\n

    2012<\/span><\/p>\n

      \n
    1. Wong Yee Leng & Siti Mariyam Shamsuddin<\/strong>, 2012, “Multimodal Biometric Identification with Discretized Matching Score\u201d,The 2nd National Doctoral Seminar on Artificial Intelligence Technology (CAIT2012).<\/i><\/b><\/li>\n<\/ol>\n

      2010<\/span><\/p>\n

        \n
      1. Wong Yee Leng & Siti Mariyam Shamsuddin<\/strong>. 2010. Writer Identification based on Chinese Handwriting. Proceeding of The 1st National Doctoral Seminar on Artificial Intelligence Technology, <\/em>27 \u2013 28 September, UKM.<\/strong><\/li>\n
      2. Waleed Ali Ahmed, Siti Mariyam Shamsuddin<\/strong> & Abdul Samad Ismail. 2010. Web Proxy Cache Content Classification Based on Machine Learning Techniques. Proceeding of The 1st National Doctoral Seminar on Artificial Intelligence Technology, <\/em>27 \u2013 28 September, UKM.<\/strong><\/li>\n
      3. Zuriahati Mohd Yunos, Siti Mariyam Shamsuddin<\/strong> & Noriszura Ismail. 2010. Modelling the Malaysian Motor Insurance using Artificial Neural Networks. Proceeding of The 1st National Doctoral Seminar on Artificial Intelligence Technology, <\/em>27 \u2013 28 September, UKM.<\/strong><\/li>\n
      4. Zahra Bahesti & Siti Mariyam Shamsuddin<\/strong>. 2010. Improvement of Multi-Layer Perceptron Training using Optimization Algorithms. Proceeding of The 1st National Doctoral Seminar on Artificial Intelligence Technology, <\/em>27 \u2013 28 September, UKM.<\/strong><\/li>\n
      5. Priza Pandunata & Siti Mariyam Shamsuddin<\/strong>. 2010. Different Evolution Optimization for B-Spline Curve Approximation. Proceeding of The 1st National Doctoral Seminar on Artificial Intelligence Technology, <\/em>27 \u2013 28 September, UKM.<\/strong><\/li>\n
      6. Hameed Rastegari & Siti Mariyam Shamsuddin<\/strong>. 2010. Analyzing User Behavior for Personalization of Search Results. Proceeding of The 1st National Doctoral Seminar on Artificial Intelligence Technology, <\/em>27 \u2013 28 September, UKM.<\/strong><\/li>\n
      7. Babak Behravesh, Siti Mariyam Shamsuddin & Alex Sim Tze Hiang. 2010. High Performance Pattern Matching on Real-time System: A Location-based Approach. Proceeding of The 1st National Doctoral Seminar on Artificial Intelligence Technology, <\/em>27 \u2013 28 September, UKM.<\/strong><\/li>\n<\/ol>\n

        2009<\/span><\/p>\n

          \n
        1. Siti Mariyam Shamsuddin<\/strong> . 2009. Peningkatan Pembelajaran Jaringan Saraf Buatan Menggunakan Fungsi Kos. Prosiding Kebangsaan Sains Matematik ke-17, 15-17 Disember 2009, Equatorial Hotel Melaka.<\/em><\/li>\n
        2. Shafaatunnur Hasan & Siti Mariyam Shamsuddin<\/strong>. 2009. Hybridization of PSO and Self Organizing Map for Classification Problems. Prosiding Kebangsaan Sains Matematik ke-17, 15-17 Disember 2009, Equatorial Hotel Melaka.<\/em><\/li>\n
        3. Norsharina Abu Bakar & Siti Mariyam Shamsuddin<\/strong>. 2009. Invarianceness Insect Images with Integrated Zernike Invariants. Prosiding Kebangsaan Sains Matematik ke-17, 15-17 Disember 2009, Equatorial Hotel Melaka.<\/em><\/li>\n<\/ol>\n

          2008<\/span><\/p>\n

            \n
          1. Siti Mariyam Hj. Shamsuddin<\/strong> . 2008<\/strong>. Kesan Pendiskretan Terhadap Operasi Pengelasan, Pengecaman dan Pengenalpastian. Keynote Speaker One Day Seminar Kolej Yayasan Melaka,<\/em> 16 Oktober 2008.<\/strong><\/li>\n
          2. Siti Mariyam Hj. Shamsuddin<\/strong> . 2008. Structure and Writing Style For Academic Paper (Uncover the Hidden Knowledge For Better Investment. Invited Speaker at Universiti Institut Teknologi Mara, Perak,<\/em> 9 Julai 2008.<\/strong><\/li>\n
          3. Siti Mariyam Shamsuddin<\/strong> . <\/strong> 2008. <\/strong> Research Design: Exploration of Hidden Knowledge.<\/em> SLAB 6 Mei 2008.<\/strong><\/li>\n
          4. Siti Mariyam Shamsuddin<\/strong> . 2008. Experimental Design in Computer Science.<\/em> PARS 1 Julai 2008.<\/li>\n
          5. Siti Mariyam Hj. Shamsuddin<\/strong> . 2008<\/strong>. Sorotan Pembaikan Pembelajaran Rangkaian Saraf Buatan. Seminar Sehari Kolej Yayasan Melaka,<\/em> 10 April 2008.<\/strong><\/li>\n
          6. Roselina Sallehuddin, Siti Mariyam Shamsuddin<\/strong> & Siti Zaiton Mohd Hashim. BP-ARIMA Model for Time Series Forecasting. <\/strong>Prosiding Simposium Kebangsaan Sains Matematik ke-16, Renaissance Hotel, Kota Bahru, Kelantan, 2-5 Jun 2008.<\/strong><\/li>\n
          7. Zuriahati Mohd Yunos, Siti Mariyam Shamsuddin<\/strong>, Siti Zaiton Mohd Hashim & Norizura Ismail. A Review on Data Preparation in Insurance Industry. <\/strong>Prosiding Kebangsaan Sains Matematik ke-16, Renaissance Hotel, Kota Bahru, Kelantan, 2-5 Jun 2008.<\/strong><\/li>\n
          8. Siti Mariyam Shamsuddin<\/strong> & Maslina Darus. The Uncover of Hu\u2019s Seven Moment Invariants. Prosiding Kebangsaan Sains Matematik ke-16, Renaissance Hotel, Kota Bahru, Kelantan, 2-5 Jun 2008.<\/li>\n<\/ol>\n

            2007<\/span><\/p>\n

              \n
            1. Siti Mariyam Shamsuddin. Kesarjanaan Dalam Bidang Sains Komputer. Invited Speaker, Universiti Darul Iman Malaysia, 28 Oktober 2007.<\/li>\n
            2. Zainal, A., Maarof, M.A and Shamsuddin, S.M.<\/strong> 2007. An Adaptive Intrusion Detection Model. A Workshop on Hybrid Soft Computing<\/em> (HSC 2007), 3rd Dec Sofitel Palm Resort.<\/li>\n
            3. Waleed Ali & Siti Mariyam Shamsuddin<\/strong>. 2007. Artificial Lifre with Neural Network for Improving Web Browser Caching. A Workshop on Hybrid Soft Computing<\/em> (HSC 2007), 3rd Dec Sofitel Palm Resort.<\/li>\n
            4. Mohd Zakree Ahmad Nazri, Siti Mariyam Shamsuddin <\/strong>& Azuraliza Abu Bakar. 2007. Malay Language Technologies for Ontology Learning from Text. A Workshop on Hybrid Soft Computing<\/em> (HSC 2007), 3rd Dec Sofitel Palm Resort.<\/li>\n
            5. Sarina Sulaiman, Siti Mariyam Shamsuddin<\/strong> & Ajith Abraham. 2007. A Framework of Rough-Cultural Algorithm in Optimizing Mobile Web Caching Performance. A Workshop on Hybrid Soft Computing<\/em> (HSC 2007), 3rd Dec Sofitel Palm Resort.<\/li>\n
            6. Norbahiah Ahmad & Siti Mariyam Shamsuddin<\/strong>. 2007. Mining Sigficant Rules for Detecting Student Learning Style. A Workshop on Hybrid Soft Computing<\/em> (HSC 2007), 3rd Dec Sofitel Palm Resort.<\/li>\n
            7. Mohd Zakree Ahmad Nazri, Siti Mariyam Shamsuddin<\/strong> & Azuraliza Abu Bakar. Kedudukan Konsep Rasul dalam Taksonomi Al-Quran. Prosiding Seminar Warisan Nabawi “Sunnah Aplikasi dan Cabaran Semasa”, 11-12 Julai De Palm Garden Hotel, Putrajaya,pp:283-291.<\/em><\/li>\n<\/ol>\n

              2005<\/span><\/p>\n

                \n
              1. Bariah Yusop & Siti Mariyam<\/strong> Shamsuddin.<\/strong> 2005<\/strong>. Supervised Kohonen Network for Classification Problems. Prosiding Simposium Kebangsaan SAINS MATEMATIK ke xiii, <\/em>Jilid 2, Hotel Holiday Villa, Alor Star, Kedah, 31 Mei \u2013 2 Jun, pp : 816-823.<\/li>\n
              2. Roselina Sallehuddin, Siti Mariyam<\/strong> Shamsuddin<\/strong> & Tieh Teck Ming. 2005<\/strong>. Aplikasi Rambatan Balik Pembaikan Dalam Peramalan Siri Masa. Prosiding Simposium Kebangsaan SAINS MATEMATIK ke xiii, <\/em>Jilid 2, Hotel Holiday Villa, Alor Star, Kedah, 31 Mei \u2013 2 Jun, pp : 885-892.<\/li>\n
              3. Azah Kamilah, Anazida Zainal & Siti Mariyam<\/strong> Shamsuddin<\/strong>. 2005<\/strong>. Sistem Kebal Buatan \u2013 Suatu Tinjauan. Prosiding Simposium Kebangsaan SAINS MATEMATIK ke xiii, <\/em>Jilid 2, Hotel Holiday Villa, Alor Star, Kedah, 31 Mei \u2013 2 Jun, pp : 924-930.<\/li>\n
              4. Mahmoud Ali Ahmed, Siti Mariyam<\/strong> Shamsuddin <\/strong>& Cik Suhaimi Yusof. 2005<\/strong>. Pengurangan Titik Kawalan Dalam Interpolasi Permukaan. Prosiding Simposium Kebangsaan SAINS MATEMATIK ke xiii, <\/em>Jilid 2, Hotel Holiday Villa, Alor Star, Kedah, 31 Mei \u2013 2 Jun, pp : 932-938.<\/li>\n
              5. Mohd Yusrin Mohd Yusof & Siti Mariyam<\/strong> Shamsuddin<\/strong>. 2005<\/strong>. Pergerakakan Tak Sekata Menggunakan Teknik Kinematik Songsang. Prosiding Simposium Kebangsaan SAINS MATEMATIK ke xiii, <\/em>Jilid 2, Hotel Holiday Villa, Alor Star, Kedah, 31 Mei \u2013 2 Jun, pp : 959-965.<\/li>\n
              6. Zuriahati Mohd Yunos & Siti Mariyam<\/strong> Shamsuddin<\/strong>. 2005<\/strong>. Pemodelan Indeks Komposit Kuala Lumpur Menggunakan Adaptive Neuro Fuzzy Inference System<\/em>. Prosiding Simposium Kebangsaan SAINS MATEMATIK ke xiii, <\/em>Jilid 2, Hotel Holiday Villa, Alor Star, Kedah, 31 Mei \u2013 2 Jun, pp : 967-974.<\/li>\n<\/ol>\n

                2004<\/span><\/p>\n

                  \n
                1. Shamsuddin S. M<\/strong>., Ahmed M. A. & Samian Y. 2004<\/strong>. Data Reduction for Object Modeilng with Skinning Method. Proceeding of 2nd National Conference on Computer Graphics & Multimedia, <\/em>ESSET, Selangor 8-10 December, pp : 110-114.<\/li>\n
                2. Fadni Forkan, Bariah Yusop & Siti Mariyam Shamsuddin<\/strong>. 2004<\/strong>. A Pattern Learning Behavior of BPN and Kohonen Network. Proceeding of 2nd National Conference on Computer Graphics & Multimedia, <\/em>ESSET, Selangor 8-10 December, pp : 5-9.<\/li>\n
                3. Muhamad Yusrin Yusof, Daut Daman & Siti Mariyam Shamsuddin<\/strong>. 2004<\/strong>. Modeling Deformation for Cartoon Characters. Proceeding of 2nd National Conference on Computer Graphics & Multimedia, <\/em>ESSET, Selangor 8-10 December, pp : 230-234.<\/li>\n
                4. Ang Swee Wen, Siti Mariyam Shamsuddin<\/strong> & Cik Suhaimi Yusof. 2004<\/strong>. Ship Hull Design Using NURBS. Proceeding of 2nd National Conference on Computer Graphics & Multimedia, <\/em>ESSET, Selangor 8-10 December, pp : 330-335.<\/li>\n
                5. Farhan Mohamed, Zulkarnaian Jamali, Siti Mariyam Shamsuddin<\/strong>, Abd. Samad Ismaial & Ahmad Fariz Ali. Smart Web Caching with Structured Neural Networks. 2004<\/strong>. Proceeding of 2nd National Conference on Computer Graphics & Multimedia, <\/em>ESSET, Selangor 8-10 December, pp : 348-353.<\/li>\n
                6. Lau Hui Keng, Siti<\/strong> Mariyam Shamsuddin <\/strong>& Azah Kamilah Muda. 2004. <\/strong>Artificial Immune System for Handwritten Digits Recognition. Proceedings of the 2nd Annual Fundamental Science Seminar,<\/em> Fundamental Institute of Ibnu Sina, UTM, 14 June, pp 343-347.<\/li>\n
                7. Roselina Sallehuddin, Siti Mariyam Shamsuddin<\/strong>, Nurul Huda Firdaus & Norsuhaila Osman. 2004<\/strong>. Kajian Terhadap Penormalan Data Ke atas Ketepatan Ramalan Tenaga Elektrik di Johor Menggunakan Rangkaian Neural. Proceeding of National Seminar on Decision Sciences<\/em>, Penang, pp : 393-399.<\/li>\n
                8. Jastini Mohd Jamil and Siti Mariyam Shamsuddin<\/strong>. 2004. Artificial Neural Network and Rough Set: On The Performance Analysis. Proceedings of The National Conference on Decision Sciences<\/em>, 15-17 December, Penang, pp: 110-116.<\/li>\n<\/ol>\n

                  2003<\/span><\/p>\n

                    \n
                  1. Faridatulazna Ahmad, Zuhaimy Hj. Ismail & Siti Mariyam Shamsuddin<\/strong>. 2003<\/strong>. An Improved Error Signal of Backpropagation With Different Activation Function in Electricity Load Forecasting. Prosiding Simposium Kebangsaan Sains Matematik ke XI<\/em>, 22-24 Disember, Universiti Malaysia Sabah, ms : 13-20.<\/li>\n
                  2. Mahmoud Ali Ahmed & Siti Mariyam Hj. Shamsuddin<\/strong>. 2003<\/strong>. Parameterizatiton Error Approximation For Object Modeling. Prosiding Simposium Kebangsaan Sains Matematik ke XI<\/em>, 22-24 Disember, Universiti Malaysia Sabah, ms : 176-187.<\/li>\n
                  3. Kok Yit Pong & Siti Mariyam Shamsuddin<\/strong>. 2003.<\/strong> Rough Set Discretization for Numerical Attributes: A Preprocessing for Stock Market Prediction. Prosiding Seminar Sains Aktuari & Matematik Kewangan, 10 Disember, Fakulti Sains & Teknologi, UKM.<\/li>\n
                  4. Syed Taha Syed Zaid & Siti Mariyam Shamsuddin.<\/strong> 2003<\/strong>. Modelling KLCI Daily Return Using ARFIMA. Prosiding Seminar Sains Aktuari & Matematik Kewangan, 10 Disember, Fakulti Sains & Teknologi, UKM.<\/li>\n
                  5. Roselina Sallehuddin, Razana Alwee & Siti Mariyam Hj. Shamsuddin<\/strong>. 2003<\/strong>. Rambatan Balik Dengan Algoritma Kryzak Terhadap Domain Peramalan Data Siri Masa. Proc. National Conf. On Management Science & Operation Research, <\/em>24-25 June, Century Mahkota, Melaka.<\/li>\n
                  6. Siti Mariyam Hj. Shamsuddin<\/strong>, Roselina Sallehuddin, Razana Alwi, Syed Taha Syed Zaid, Zuriahati Yunos & Rihana Jamaludin. 2003<\/strong>. Development of Intelligent System For Predicting Stock Market Returns. Seminar ASITT<\/em>, Puteri Pan Pacific Hotel, May 7, Johor Bahru.<\/li>\n
                  7. Siti Mariyam Hj. Shamsuddin, <\/strong>Cik Suhaimi Yusof, Mohd Razak Samingan, Yahya Samian, Fadni Forkan, & Ang Swee Wen. 2003<\/strong>. Development of NURBS Surface Reconstruction For Ship Hull Design. Seminar ASITT<\/em>, Puteri Pan Pacific Hotel, May 7, Johor Bahru.<\/li>\n
                  8. Siti Mariyam Hj. Shamsuddin <\/strong>& Dzulkifli Mohamad. 2003<\/strong>. Higher Order Feature Extraction on Unconstrained Isolated Images. Seminar ASITT<\/em>, Puteri Pan Pacific Hotel, May 7, Johor Bahru.<\/li>\n
                  9. Cik Suhaimi Yusof & Siti Mariyam Hj. Shamsuddin<\/strong>. 2003<\/strong>. CAGD of Surfaces For Object Modeling. 2003. Seminar ASITT<\/em>, Puteri Pan Pacific Hotel, May 7, Johor Bahru.<\/li>\n
                  10. Roselina Sallehuddin, Razana Alwee & Siti Mariyam Hj. Shamsuddin<\/strong>. 2003<\/strong>. Classifications of Deseasonalised Time Series Data Using Soft Computing Techniques. Seminar ASITT<\/em>, Puteri Pan Pacific Hotel, May 7, Johor Bahru.<\/li>\n<\/ol>\n

                    2002<\/span><\/p>\n

                      \n
                    1. Habibollah Haron, Dzulkifli Mohamad & Siti Mariyam Shamsuddin<\/strong>. Detection of Lines from Series of Chain Code. 2002. Proc. Of National Conference on Computer Graphics and Multimedia<\/em>, Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 260-262.<\/li>\n
                    2. Fadni Forkan, Siti Mariyam Shamsuddin<\/strong> & Puteh Saad. 2002. Peningkatan Pembelajaran Rambatan Balik Dengan Kawalan Terhadap Aras Tersembunyi dan Ingatan. Proc. Of National Conference on Computer Graphics and Multimedia<\/em>, Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 336-341.<\/li>\n
                    3. Gunadi W. Nurcahyo, Siti Mariyam Shamsuddin<\/strong>, Rose Alinda Alias & Mohd Noor Md. Sap. 2002. Evaluation of Fuzzy-Based Parameter For Representating Uncertain Data. Proc. Of National Conference on Computer Graphics and Multimedia<\/em>, Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 399-404.<\/li>\n
                    4. Zuriahati Mohd Yunos, Siti Mariyam Shamsuddin<\/strong> & Roselina Sallehudin. 2002.\u00a0 Neural Kabur Dalam Peramalan (Satu Imbasan ). Proc. Of National Conference on Computer Graphics and Multimedia,<\/em> Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 405-410.<\/li>\n
                    5. Dzulkarnaian Ali Yusop, Siti Mariyam Shamsuddin<\/strong>, Cik Suhaimi Yusof & Suriati Sadimon. 2002. NURBS Editor<\/em> Bagi Penjanaan Permukaan Objek. Proc. Of National Conference on Computer Graphics and Multimedia,<\/em> Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 475-484.<\/li>\n
                    6. Nor Azwin Buang, Siti Mariyam Shamsuddin<\/strong> & Cik Suhaimi Yusof. 2002. Pemodelan Lengkungan dan Permukaan Objek (Satu Kajian Terhadap Kaedah Bezier). Proc. Of National Conference on Computer Graphics and Multimedia,<\/em> Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 490-495.<\/li>\n
                    7. Ang Swee Wen, Siti Mariyam Shamsuddin<\/strong> & Yahya Samian. 2002.<\/strong> Rekabentuk Rangka Kapal Menggunakan Parabolic Blending. Proc. Of National Conference on Computer Graphics and Multimedia<\/em>, Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 508-514.<\/li>\n
                    8. Siti Rokhmah Mohd Shukri, & Siti Mariyam Shamsuddin<\/strong>. 2002. The Subdivision of a B-Spline Surfaces for Object Modeling : An Overview. Proc. Of National Conference on Computer Graphics and Multimedia<\/em>, Equatorial Hotel Melaka, 7\/10 \u2013 9\/10, pp : 529-535.<\/li>\n
                    9. Razana Alwi, Roselina Sallehuddin, & Siti Mariyam Hj. <\/strong>Shamsuddin<\/strong>. 2002. Aspek Perhitungan Rambatan Balik Dalam Domain Peramalan. Prosiding Kebangsaan Sains Matematik ke-10<\/em>, 23-24 Disember, Pan Puteri Pacific, JB, ms : 235-241.<\/li>\n
                    10. Zuriahati Mohd Yunos, Siti Mariyam Shamsuddin<\/strong>, Roselina Sallehudin & Razana Alwi. 2002. Pemodelan Ketakstabilan Pasaran Komoditi Minyak Sawit Mentah di Malaysia. Prosiding Kebangsaan Sains Matematik ke-10, <\/em>23-24 Disember,Pan Puteri Pacific, JB, ms:527-542.<\/li>\n<\/ol>\n

                      2001<\/span><\/p>\n

                        \n
                      1. Fadni Forkan & Siti Mariyam Hj. <\/strong>Shamsuddin. <\/strong>2001. Further Enhancement of Neural Network Convergence With Hidden Layer and Memory Part Control. Proceeding of Student Conf. On Research & Development<\/em> (SCOReD), 20-21 Feb., Legend Hotel , Kuala Lumpur.<\/li>\n
                      2. Siti Mariyam Hj. ShamsuddiN & <\/strong>Maslina Darus.<\/strong>\u00a0 2001. Pengekstrakan Imej Menggunakan Herotan Momen Takubah.\u00a0 Prosiding<\/em> Simposium Kebangsaan Sains Matematik ke-9, <\/em>18-20 Julai, Universiti Kebangsaan Malaysia.<\/li>\n
                      3. Roselina Sallehuddin & Siti Mariyam Hj. Shamsuddin<\/strong>.\u00a0 2001. Penentuan dan Kesan Parameter Pembelajaran Terhadap Peramalan Menggunakan Rambatan Balik (Satu Kajian Terhadap Data Pengeluaran Hasil Getah). Prosiding Simposium Kebangsaan Sains Matematik ke-9,<\/em> 18-20 Julai, Universiti Kebangsaan Malaysia.<\/li>\n
                      4. Siti Rokhmah Mohd Shukri, Siti Mariyam Hj. <\/strong>Shamsuddin<\/strong> & Cik Suhaimi Yusof. 2001. Overview Representation of B-Spline Curves and Surfaces. Proceeding of Malaysian Science and Technology Congress (Symposium C), USM, pp 538-546.<\/em><\/li>\n
                      5. Syed Taha Syed Zaid, Roselina Sallehuddin & Siti Mariyam Hj. Shamsuddin<\/strong>. 2001. Peramalan Harga Kopi Untuk Pasaran Komoditi Dunia Bagi Pasaran Hadapan Menggunakan Rangkaian Neural. Proceeding of Malaysian Science and Technology Congress (Symposium C), USM, ms 438-486.<\/em><\/li>\n
                      6. Puteh Saad, Safaai Deris, Siti Mariyam Hj. Shamsuddin<\/strong> & Dzulkifli Mohamad. 2001. A Comparison Of Feature Normalization Techniques On Complex Image Recognition. Proceeding of The 2nd Conference on Information Technology in ASIA<\/em> (CITA\u201901), pp 397-409.<\/li>\n<\/ol>\n

                        2000<\/span><\/p>\n

                          \n
                        1. Roselina Sallehuddin, Mohd Salihain Ngadiman & Siti Mariyam Hj. Shamsuddin<\/strong>. 2000.\u00a0 Peramalan Siri Masa Variasi Bermusim \u2013 Satu Pendekatan Alternatif Menggunakan Rangkaian Neural. Proceeding of the National Conference on Management Science\/Operation Research (MSORSM), <\/em>School of Mathematical Sciences, USM, 20-<\/em>21 November, pp: 32-38.<\/li>\n<\/ol>\n

                          1999<\/span><\/p>\n

                            \n
                          1. Siti Mariyam Hj. Shamsuddin<\/strong> & Siti Zaiton Mohd. Hashim. 1999. SISMATIK : A Mathematical Computing System For Higher Education. Prosiding\u00a0 Kolokium Kebangsaan Pengintegrasian Teknologi dalam Sains Matematik<\/em>, 27th \u2013 28th May, ms 294-299, Universiti Sains Malaysia.<\/li>\n
                          2. Siti Mariyam Hj. Shamsuddin<\/strong>, Md. Nasir Sulaiman, Maslina Darus, Ramlan Mahmod, & Fatimah Ahmad. 1999. Geometric Moment Invariants & Aspect Invariant Moments : A Feature Extraction for Handwritten Digits – A Comparison).<\/em> Information Technology Colloqiuim <\/em>(INTEC) Universiti Putra Malaysia, May 18th , pp A7 \u2013 A11.<\/li>\n<\/ol>\n

                            1998<\/span><\/p>\n

                              \n
                            1. Siti Mariyam Hj. Shamsuddin<\/strong>, Md. Nasir Sulaiman, Maslina Darus, Ramlan Mahmod, dan Fatimah Ahmad. 1998. Geometric Moment Invariants Aspect Invariant Moments, Moments for unequal scaled images & 3d Aspect Invariant Moments : A Feature Extraction for Handwritten Digits – A Comparison, <\/em>\u00a0Technical Report<\/em>, Universiti Putra Malaysia.<\/li>\n
                            2. P. Saad, D. Mohamed, S. Deris & S.M. Shamsuddin<\/strong>. 1998. Trade Image Clustering Technique Using Self-Organizing Map. Proceeding. of Intern. Conf. on IT & Multimedia<\/em>, 28th-30th Sept., Universiti Tenaga Malaysia, pp sc7-1.<\/li>\n<\/ol>\n

                              1997<\/span><\/p>\n

                                \n
                              1. Siti Mariyam Hj. Shamsuddin<\/strong>, 1997. Neural Network : A Complementary of Artificial Intelligence Techniques.<\/em> Fakulti Sains Matematik, May 5th\u00a0 UKM.<\/li>\n
                              2. Siti Mariyam Hj. Shamsuddin<\/strong>, Maslina Darus & Rokiah Ahmad. 1997. Aljabar dan Teknologi Maklumat.\u00a0 Prosiding Seminar Teknologi dalam Pendidikan Islam,<\/em> 9-11 September Pusat Islam, Kuala Lumpur, pp 59-64.<\/li>\n
                              3. Siti Mariyam Hj. Shamsuddin<\/strong>, Nasarudin Zenon, & Rosmah Ali. 1997. Rangkaian Neural. <\/em>Ensaiklopedia UTM.<\/li>\n<\/ol>\n

                                1996<\/span><\/p>\n

                                  \n
                                1. Siti Mariyam Hj. Shamsuddin<\/strong>, Saiful Hafizah Hj. Jaaman, Noriza Majid & Noriszura Ismail, 1996. Neural Network Model for Profitability Analysis.<\/em> Proceeding. Of National Conference On Research and Development in Computer Science and Its Applications<\/em>, pp390-394, UPM.<\/li>\n
                                2. Siti Mariyam Hj. Shamsuddin<\/strong>, Saiful Hafizah Hj. Jaaman, Noriza Majid & Noriszura Ismail, 1996. Pengaruh Teknologi Maklumat Dalam Peramalan Harga Saham.<\/em> Prosiding Simposium Kebangsaan Sains Matematik Ke-VII<\/em>, 3-5 Disember, ms 369-375, Institut Teknologi Mara Shah Alam.<\/li>\n
                                3. Siti Mariyam Hj. Shamsuddin<\/strong>, Saiful Hafizah Hj. Jaaman, Noriza Majid & Noriszura Ismail, 1996. Alternatif Penilaian Durasi Bon. Prosiding Simposium Kebangsaan Sains Matematik Ke-VII, <\/em>3-5 Disember, ms 362-368, Institut Teknologi Mara Shah Alam.<\/li>\n
                                4. Siti Mariyam Hj. Shamsuddin<\/strong>, Muriati Mukhtar, & Azuraliza Abu Bakar, 1996. Sistem Komputeran Matematik.<\/em> Prosiding Simposium Kebangsaan Sains Matematik Ke-VII, 3-5<\/em> Disember, ms 184-189,\u00a0 Institut Teknologi Mara Shah Alam.<\/li>\n
                                5. Siti Mariyam Hj. Shamsuddin<\/strong>, Saiful Hafizah Hj. Jaaman, Noriza Majid, Noriszura Ismail & Mohd Idris Jayes, 1996. Pengenalan Kepada Rangkaian Neural : Aplikasi dalam Instrumen Kewangan. Technical Report<\/em> FSM\/Disember\/LT 23.<\/li>\n<\/ol>\n

                                  1995<\/span><\/p>\n

                                    \n
                                  1. Siti Mariyam Hj. Shamsuddin<\/strong>, Abdul Rahman Abdullah, Marini Abu Bakar,\u00a0 Azlina Ahmad & Seah Boon Keong. S-CAD dalam Pengajaran dan Pembelajaran. Prosiding Seminar Kebangsaan Reka Cipta<\/em> Anjuran UNESCO, Institut Aminudin Baki Genting Highlands, 11 – 12 Sept 1995.<\/li>\n
                                  2. Siti Mariyam Hj. Shamsuddin<\/strong>, Abdul Rahman Abdullah, Marini Abu Bakar, Azlina Ahmad & Seah Boon Keong. CAD in IT Education. <\/em>\u00a0Proceeding. of National CAD\/CAM Conference<\/em> 10 – 12 Oct, 1995 KL Hilton, pp 1-7.<\/li>\n
                                  3. Siti Mariyam Hj. Shamsuddin<\/strong>, Noriza Majid, Saiful Hafizah Hj. Jaaman & Noriszura Ismail. Problema Peristilahan Sains Aktuari di Era Teknologi Maklumat.<\/em> Proceeding. of Fifth International Conference On Translation<\/em>, Hotel Hyatt Regency Johor Bahru 21 – 23 November, 1995, pp 101-103.<\/li>\n
                                  4. Siti Mariyam Hj. Shamsuddin<\/strong>, Saiful Hafizah Hj. Jaaman, Noriza Majid & Noriszura Ismail. 1995. Instrumen Kewangan dalam Ledakan Teknologi Maklumat. <\/em>Prosiding<\/em> Seminar Kebangsaan Statistik<\/em> UUM.<\/li>\n<\/ol>\n

                                    1994<\/span><\/p>\n

                                      \n
                                    1. Siti Mariyam Hj. Shamsuddin<\/strong>, Saiful Hafizah Hj. Jaaman, Noriza Majid & Noriszura Ismail. Antara Muka Universiti – Industri.<\/em> Pasca Sidang Kolokium Tahunan<\/em> FSMK\u00a0 10 – 12 Jun 1994 City Bay View Hotel Melaka.<\/li>\n
                                    2. Siti Mariyam Hj. Shamsuddin<\/strong>, Saiful Hafizah Hj. Jaaman, Noriza Majid & Noriszura Ismail. Karuma Mantap Sains Matematik-Industri . Prosiding Seminar Sains Matematik dalam Industri<\/em>, UTM Skudai Johor Bahru, 27 – 29 Dec 1994.<\/strong><\/li>\n<\/ol>\n

                                      1993<\/span><\/p>\n

                                        \n
                                      1. Siti Mariyam Hj. Shamsuddin<\/strong>.Pengskedulan Kursus-kursus Universiti<\/em> – Satu Pendekatan secara Graf Berpemberat<\/em>. Technical Report FSMK Dec1993\/LT41.<\/li>\n
                                      2. Siti Mariyam Hj. Shamsuddin<\/strong> & Eshah Ayu Mohamad. Pengumpukan suatu subjek mengikut kecenderungan jabatan. Technical Report<\/em> FSMK Dec 1993\/LT40.<\/li>\n
                                      3. Siti Mariyam Hj. Shamsuddin<\/strong> & Muriati Mukhtar. Peningkatan Pemahaman Konsep Matematik Melalui Pengaturcaraan. <\/em>Pasca Sidang Kolokium Tahunan <\/em>FSMK 6 – 9 Jun 1993\u00a0 IKIP Kuantan, ms 87-93.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

                                        2013 Alwee, Razana, Siti Mariyam Hj Shamsuddin, and Roselina Salleh Sallehuddin. “Economic indicators selection for crime rates forecasting using cooperative feature selection.” In PROCEEDINGS OF THE 20TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES: Research in Mathematical Sciences: A Catalyst for Creativity and Innovation, vol. 1522, no. 1, pp. 1221-1231. AIP Publishing, 2013. 2012 Wong Yee Leng […]<\/p>\n","protected":false},"author":54,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-940","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/pages\/940","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/users\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/comments?post=940"}],"version-history":[{"count":10,"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/pages\/940\/revisions"}],"predecessor-version":[{"id":1371,"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/pages\/940\/revisions\/1371"}],"wp:attachment":[{"href":"https:\/\/research.utm.my\/bdc\/wp-json\/wp\/v2\/media?parent=940"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}