{"id":4184,"date":"2023-01-02T09:02:38","date_gmt":"2023-01-02T09:02:38","guid":{"rendered":"https:\/\/people.utm.my\/norhaiza\/?page_id=4184"},"modified":"2026-03-25T08:51:07","modified_gmt":"2026-03-25T08:51:07","slug":"psm","status":"publish","type":"page","link":"https:\/\/people.utm.my\/norhaiza\/psm\/","title":{"rendered":"PSM"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Hero&#8221; _builder_version=&#8221;4.17.6&#8243; background_enable_color=&#8221;off&#8221; custom_padding=&#8221;0px|0px|0px|0px&#8221; animation_style=&#8221;zoom&#8221; animation_intensity_zoom=&#8221;4%&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;1&#8243; make_equal=&#8221;on&#8221; module_class=&#8221; et_pb_row_fullwidth&#8221; _builder_version=&#8221;4.20.1&#8243; background_color=&#8221;#5B8500&#8243; background_image=&#8221;https:\/\/people.utm.my\/norhaiza\/wp-content\/uploads\/sites\/1173\/2020\/03\/circle-background-pattern.png&#8221; 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text_font_size=&#8221;16px&#8221; text_letter_spacing=&#8221;3px&#8221; custom_margin=&#8221;||45px|&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;bottom&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>COURSE CODE: SSCH 4902\/4904<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.16&#8243; text_font=&#8221;||||||||&#8221; header_font=&#8221;Montserrat|700||on|||||&#8221; header_text_color=&#8221;#f7f7f7&#8243; header_font_size=&#8221;60px&#8221; header_line_height=&#8221;1.3em&#8221; custom_margin=&#8221;||40px|&#8221; animation_style=&#8221;fade&#8221; header_font_size_last_edited=&#8221;off|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>PROJEK\u00a0<\/h1>\n<h1><span style=\"color: #353740\">SARJANA MUDA<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.17.6&#8243; text_font=&#8221;Montserrat|700|||||||&#8221; text_text_color=&#8221;#FFFFFF&#8221; text_font_size=&#8221;20px&#8221; text_line_height=&#8221;1.8em&#8221; header_font=&#8221;||||||||&#8221; custom_margin=&#8221;||50px|&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;top&#8221; animation_intensity_slide=&#8221;17%&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Final Year Project<br \/>Supervisor: AP Dr. Norhaiza Ahmad<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;#anchor1&#8243; button_text=&#8221;FINAL YEAR PROJECT LIST&#8221; _builder_version=&#8221;4.22.0&#8243; custom_button=&#8221;on&#8221; button_text_size=&#8221;15px&#8221; button_text_color=&#8221;#ffffff&#8221; button_border_width=&#8221;4px&#8221; button_border_color=&#8221;#ffffff&#8221; button_border_radius=&#8221;100px&#8221; button_letter_spacing=&#8221;2px&#8221; button_font=&#8221;Montserrat|on||on|&#8221; button_icon=&#8221;&#x45;||divi||400&#8243; animation_style=&#8221;fade&#8221; button_text_color_hover=&#8221;#ffffff&#8221; button_border_color_hover=&#8221;#ffffff&#8221; 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button_one_border_radius__hover_enabled=&#8221;off&#8221; button_two_border_radius__hover_enabled=&#8221;off&#8221; button_letter_spacing__hover_enabled=&#8221;on&#8221; button_letter_spacing__hover=&#8221;2px&#8221; button_one_letter_spacing__hover_enabled=&#8221;off&#8221; button_two_letter_spacing__hover_enabled=&#8221;off&#8221; button_bg_color__hover_enabled=&#8221;on&#8221; button_bg_color__hover=&#8221;rgba(0,0,0,0)&#8221; button_one_bg_color__hover_enabled=&#8221;off&#8221; button_two_bg_color__hover_enabled=&#8221;off&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.20.1&#8243; background_image=&#8221;http:\/\/people.utm.my\/norhaiza\/wp-content\/uploads\/sites\/1173\/2023\/06\/2023-sscmh-Logashni.jpg&#8221; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; background_color=&#8221;#000000&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;Section Title&#8221; _builder_version=&#8221;4.16&#8243; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;||0px|&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Subtitle&#8221; module_id=&#8221;anchor1&#8243; _builder_version=&#8221;4.22.0&#8243; text_font=&#8221;Montserrat||||&#8221; text_text_color=&#8221;#747d88&#8243; text_font_size=&#8221;6px&#8221; text_line_height=&#8221;1.8em&#8221; header_font=&#8221;||||||||&#8221; text_orientation=&#8221;center&#8221; max_width=&#8221;700px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|||&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;bottom&#8221; animation_delay=&#8221;100ms&#8221; animation_intensity_slide=&#8221;4%&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: right\">anchor1<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Title&#8221; _builder_version=&#8221;4.22.0&#8243; text_font=&#8221;Montserrat||||||||&#8221; text_text_color=&#8221;#FFFFFF&#8221; text_font_size=&#8221;16px&#8221; text_line_height=&#8221;1.9em&#8221; header_font=&#8221;||||||||&#8221; header_2_font=&#8221;Montserrat|700||on|||||&#8221; header_2_font_size=&#8221;42px&#8221; header_2_line_height=&#8221;1.3em&#8221; text_orientation=&#8221;center&#8221; max_width=&#8221;700px&#8221; module_alignment=&#8221;center&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_slide=&#8221;4%&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span style=\"color: #999999\">FINAL YEAR PROJECTS<\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.22.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center\"><strong><em><span style=\"color: #ffffff\">Selected Projects: 2007-Current<\/span><\/em><\/strong><\/p>\n<p>[\/et_pb_text][et_pb_divider show_divider=&#8221;off&#8221; _builder_version=&#8221;4.16&#8243; max_width=&#8221;23px&#8221; module_alignment=&#8221;center&#8221; animation_style=&#8221;slide&#8221; animation_intensity_slide=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ol>\n<li>Muhammad Izzul Irfan b. Surjani (2025-current). Classification of Malaysian HES Data Using Latent Block Clustering.<\/li>\n<li>Siti Nor Atiqah Mohamed (2025-current). Malaysian HIES Classification using Gower-Based Distance Clustering.<\/li>\n<li>Ay\u2019zza Mohd Norzaini (2024-current). Customer Profiling using Uniform Manifold Approximation and Projection.<\/li>\n<li>Chong Jia Luo (2024-2025). Optimization in Extreme Learning Machine.<\/li>\n<li>Nur Izzati Saharizal (Sept 2023-2024). Temporal Relationship Between Financial Time Series.<\/li>\n<li>Hanis Wahidah Abd Wahab (Sept 2023-2024). Linguistic Patterns of Al-Quran Verses Using Text Mining.<\/li>\n<li>Muhammad Amin Mohd Rosli (Sept 2022-2023). Classification of 40 Hadith of Imam Nawawi Based on Sentiment Analysis<\/li>\n<li>Logashni A\/P Morthy (Sept 2022-2023). Forecasting Consumer Price Index of Malaysia using Support Vector Regression<\/li>\n<li>Nurin Amira Arezan Bt Norizam (Sept 2022-2023). Wavelet Coherence Analysis on Crude Oil and Retail Company Of Bursa Malaysia Stock Markets Prices<\/li>\n<li>Nuraina Aqilah Mohd Zaki (Sept 2021-2022). Logistic Regression Analysis on Factors Affecting Disability of Trauma Patients.<\/li>\n<li>Ayu Nur Athirah Mohd Jamri (Sept 2021-2022). Logistic Regression on Factors Affecting Gender For Trauma Patients.<\/li>\n<li>Maryam Abidah Hanim Mohd Hazni (Sept 2021-). Analysis Data on Covid-19 Vaccination Using Poisson Autoregressive Model.<\/li>\n<li>Iffah Ufairah Mohamed Noh (Sept 2021-). Analysis of Covid-19 Death Cases in Malaysia Using Log-Linear Autoregressive Model.<\/li>\n<li>Yee Wei Jet (Sept 2020-2021) <a href=\"https:\/\/people.utm.my\/norhaiza\/psm-wei-jet\/\">Modelling Confirmed Cases of Coronavirus Disease in Malaysia<\/a><\/li>\n<li>Huda Wardiah Mohd Effandie (Sep 2019-2020). Measuring Change Detection in Medical Images<\/li>\n<li>Farah Syahirah Mior Othman (Sept 2017-2018): Forecasting River Discharge Data using Support Vector Regression<\/li>\n<li>NurAinaa Syaza Rushdan (Sept 2017-2018): Forecasting Rainfall Data using Support Vector Regression<\/li>\n<li><em> <\/em>Amirah Farzanah Sulaiman (Sept 2016-2017): Testing for Non-Linear Time Series Data<\/li>\n<li>Armaeni Agus (Sept 2015-2016): Clustering in financial time series data. <em>(Special Program UTM-KENT)<\/em><\/li>\n<li>Nor Hidayah Hasan (2014-2015): Statistical Characteristics of River Discharge Runoff in Johor.<\/li>\n<li>Norlyana Farahana Noor Azmi (2014-2015): Statistical Characteristics of Rivers in Johor.<\/li>\n<li>Husna Nuraiin Hamidi, (2013-2014): Robust Linear Regression: a simulation study<\/li>\n<li>Norlyana Farahana Noor Azmi (2014-2015): Statistical Characteristics of Rivers in Johor.<\/li>\n<li><em> <\/em>Nurul Izzaty Mohd Yunus, UTM (2011-2012): <em>Analysis of Sungai Galing Water Quality Data Through PCA. <\/em><\/li>\n<li><em> <\/em>Noraini Ibrahim, UTM, (2010-2011): <em>Reduction Dimension in rainfall data via PCA<\/em><\/li>\n<li><em> <\/em>Nurul Amira Zainal, UTM, (2009-2010): <em>Plaid model on Malaysian food composition.<\/em><\/li>\n<li><em> <\/em>Tan Chee Yian, UTM, (2008-2009): <em>Application of logistic regression in anesthesia.<\/em><\/li>\n<li><em> <\/em>Tan Fong Lin, UTM, (2008-2009): <em>Analyzing expressed proteins from GS-NSO Murine Myeloma cells.<\/em><\/li>\n<li><em> <\/em>Noor Adila Aluwi Shakir, UTM, (2007-2008): <em>Effectiveness of pre-treatment drugs in reducing pain on injection via correspondence analysis.<\/em><\/li>\n<li>Chai Kuok Chiew, UTM, (2007-2008): <em>Investigating the effectiveness of pre-treatment drug Fentanyl on the injection of anesthetic drug, Propofol Lipuro using correspondence analysis.<\/em><\/li>\n<\/ol>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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Surjani (2025-current). Classification of Malaysian HES Data Using Latent Block Clustering. Siti Nor Atiqah Mohamed (2025-current). Malaysian HIES Classification using Gower-Based Distance Clustering. Ay\u2019zza Mohd Norzaini (2024-current). Customer Profiling using Uniform Manifold Approximation and Projection. 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