{"id":83,"date":"2015-03-15T07:01:00","date_gmt":"2015-03-15T07:01:00","guid":{"rendered":"http:\/\/comp.utm.my\/azman\/?page_id=83"},"modified":"2025-10-22T16:01:18","modified_gmt":"2025-10-22T16:01:18","slug":"biography","status":"publish","type":"page","link":"https:\/\/people.utm.my\/norhaiza\/biography\/","title":{"rendered":"About Dr. Haiza"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_fullwidth_header title=&#8221;About Dr. Haiza&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_fullwidth_header][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_fullwidth_menu menu_id=&#8221;47&#8243; fullwidth_menu=&#8221;off&#8221; mobile_menu_text_color=&#8221;#ffffff&#8221; _builder_version=&#8221;4.16&#8243; menu_text_color=&#8221;#ffffff&#8221; background_color=&#8221;#0038f0&#8243; link_option_url_new_window=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_fullwidth_menu][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#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 _builder_version=&#8221;4.27.4&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<hr \/>\n<p><span style=\"font-size: 12pt;font-family: arial,helvetica,sans-serif\">Dr. Norhaiza is an associate professor at the Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia (UTM). She graduated with a first class honours degree in Mathematics, Statistics and Operational research from the University of Manchester, Institute of Science of Technology (UMIST) in 1996. After graduation, she worked as a Production Planner and Production Controller at an automotive subsidiary of Toyota Motor Corporation in Shah Alam. Her invaluable experience working in the automotive industry has helped her tremendously in getting away from the conventional dogma of \u2018theoretical\u2019 classroom teaching by relating to the students the \u2018practical\u2019 side of being a statistician.<\/span><\/p>\n<p><span style=\"font-size: 12pt;font-family: arial,helvetica,sans-serif\">After four years working in the private sector, she joined UTM as an academic staff member in August 2000. The following year, she continued her studies at the University of Sheffield for her Master&#8217;s degree. In Sheffield, she developed a keen interest in multivariate analysis, particularly in discovering patterns within data. This interest later led her to pursue a PhD at the University of Kent, England. She completed her PhD thesis at the end of 2007 and was conferred a doctorate degree in 2008. She considers her postgraduate journey as one of the best training grounds that strengthened her professional growth as both a statistician and an academician.<\/span><\/p>\n<p><span style=\"font-family: arial,helvetica,sans-serif\"><span style=\"font-size: 12pt\">Finding patterns in any data have always been her research interests. She started the interests in data profiling, seeking to identify statistically distinctive and significant groups and features within complex datasets. Her Master&#8217;s dissertation at the University of Sheffield, supervised by Dr. Eleanor Stillman, involved profiling employees at the Sheffield Municipal, Works and Pension Department, where she explored various statistical approaches to uncover underlying structures in multivariate data. <\/span><\/span><\/p>\n<p><span style=\"font-family: arial,helvetica,sans-serif\"><span style=\"font-size: 12pt\">In consequence, her PhD study followed this strand of investigation. During her PhD tenure at the University of Kent, she had the opportunity to work on <\/span><span style=\"font-size: 12pt\">proteomics, which at the time was <\/span><span style=\"font-size: 12pt\">a rapidly developing area of biological research concerned with the structure, function and interaction of proteins. She developed clustering strategies for large-scale protein expression data, analyzing cell lines with different recombinant antibody production rates, under the supervision of Prof. Jian Zhang and Prof. Phil Brown. <\/span><\/span><\/p>\n<p><span style=\"font-family: arial,helvetica,sans-serif\"><span style=\"font-size: 12pt\">Currently, her research interests extends to hydroinformatics, particularly in investigating and modelling streamflow variability in local river systems. Her broader interests include multivariate analysis, data-driven modelling and pattern recognition across industrial, environmental and socio-economic applications.<\/span><\/span><\/p>\n<p><span style=\"font-family: arial,helvetica,sans-serif;font-size: 12pt\">At UTM, Dr. Norhaiza teaches several courses offered by the department as well as service courses for other faculties, including Computer Literacy, Engineering Statistics and Multivariate Analysis. She integrates <em>R<\/em> programming into her courses and has been an active user and advocate of R since 2007. She also serves as the Coordinator of the Mathematics Computer Lab, and Webmaster for the Department of Mathematical Sciences.<\/span><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><span style=\"font-size: 12pt;font-family: arial,helvetica,sans-serif\">Click here to download\u00a0 <strong><a href=\"https:\/\/people.utm.my\/norhaiza\/cv\/\" target=\"_blank\" rel=\"noopener noreferrer\">CV<\/a><\/strong>.<\/span><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 12pt;font-family: arial,helvetica,sans-serif\">\u00a0<\/span><\/p>\n<p><span style=\"font-size: 12pt;font-family: arial,helvetica,sans-serif\">\u00a0<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dr. Norhaiza is an associate professor at the Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia (UTM). She graduated with a first class honours degree in Mathematics, Statistics and Operational research from the University of Manchester, Institute of Science of Technology (UMIST) in 1996. After graduation, she worked as a Production Planner and [&hellip;]<\/p>\n","protected":false},"author":15793,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<hr \/><p><span style=\"font-size: 12pt; font-family: arial,helvetica,sans-serif;\">Dr. Norhaiza is a senior lecturer at the Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia (UTM). She graduated with a first class honours degree in Mathematics, Statistics and Operational research from the University of Manchester, Institute of Science of Technology (UMIST) in 1996. After graduating, she worked as a Production Planner and Production Controller at an automotive subsidiary of Toyota Motor Corporation in Shah Alam. Her invaluable experience working in the automotive industry has helped her tremendously in getting away from the conventional dogma of \u2018theoretical\u2019 classroom teaching by relating to the students the \u2018practical\u2019 side of being a statistician.<\/span><\/p><p><span style=\"font-size: 12pt; font-family: arial,helvetica,sans-serif;\">After four years working in the private sector, she joined UTM in August 2000. In the following year, she continued her studies at the University of Sheffield for her masters degree. In Sheffield, she developed an interest in multivariate analysis, specifically in finding patterns which lead her to pursue a PhD degree at the University of Kent. She completed her PhD thesis at the end of 2007 and was conferred a doctorate degree in 2008. She has always believed that her postgraduate journey provided her with one of the best training ground to become an effective statistician and academician.<\/span><\/p><p><span style=\"font-family: arial,helvetica,sans-serif;\"><span style=\"font-size: 12pt;\">Finding patterns in any data have always been her research interests. She started the interests in profiling data \u2013 finding statistically distinctive and significant groups and features in the object of interest whilst at Sheffield. For her masters dissertation under the supervision of Dr. Eleanor Stillman, she was involved in investigating the profile of people working at the Sheffield Municipal, Works and Pension Department. In consequence, her PhD study followed this strand of investigation. During her PhD tenure, she had the opportunity to work on <\/span><span style=\"font-size: 12pt;\">Proteomics, <\/span><span style=\"font-size: 12pt;\">a rapidly developing area of biological research. Proteomics is a study of the structure, function and interaction of a complete set of proteins. Here, she studied the profile of a large scale protein expression dataset on a series of cell lines with different recombinant antibody production rates using a clustering strategy under the tutelage of Prof. Jian Zhang and Prof. Phil Brown at the University of Kent. Currently, her research interests revolve around hydroinformatics particularly in investigating the streamflow variability of the local rivers.<\/span><\/span><\/p><p><span style=\"font-family: arial,helvetica,sans-serif; font-size: 12pt;\">Dr. Norhaiza teaches several courses in the department and services other faculties at UTM, including Computer Literacy, Engineering Statistics and Multivariate Analysis. She teaches <em>R<\/em> for first year students and has been a user and advocate of R since 2007. She is currently the coordinator for the Mathematics Lab at the Faculty of Science and webmaster for the Department's website.<\/span><\/p><hr \/><p><span style=\"font-size: 12pt; font-family: arial,helvetica,sans-serif;\">Click here to download\u00a0 <strong><a href=\"https:\/\/people.utm.my\/norhaiza\/cv\/\" target=\"_blank\" rel=\"noopener noreferrer\">CV<\/a><\/strong>.<\/span><\/p><hr \/><p>\u00a0<\/p><p>\u00a0<\/p><p><span style=\"font-size: 12pt; font-family: arial,helvetica,sans-serif;\">\u00a0<\/span><\/p><p><span style=\"font-size: 12pt; font-family: arial,helvetica,sans-serif;\">\u00a0<\/span><\/p>","_et_gb_content_width":"","footnotes":""},"class_list":["post-83","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/pages\/83","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/users\/15793"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/comments?post=83"}],"version-history":[{"count":14,"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/pages\/83\/revisions"}],"predecessor-version":[{"id":4504,"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/pages\/83\/revisions\/4504"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/norhaiza\/wp-json\/wp\/v2\/media?parent=83"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}