{"id":43,"date":"2015-12-04T05:06:20","date_gmt":"2015-12-04T05:06:20","guid":{"rendered":"http:\/\/people.utm.my\/sophia\/?page_id=43"},"modified":"2017-09-24T04:13:56","modified_gmt":"2017-09-24T04:13:56","slug":"research","status":"publish","type":"page","link":"https:\/\/people.utm.my\/sophia\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<p>[et_pb_section bb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221;][et_pb_row admin_label=&#8221;row&#8221;][et_pb_column type=&#8221;4_4&#8243;][et_pb_text admin_label=&#8221;Project Leader&#8221; background_layout=&#8221;light&#8221; text_orientation=&#8221;left&#8221; use_border_color=&#8221;off&#8221; border_color=&#8221;#ffffff&#8221; border_style=&#8221;solid&#8221;]<\/p>\n<h3>Project Leaders<\/h3>\n<p>i. Project Leader,<strong> Enhancing Data Analytics Algorithms Using Deep Learning Approaches in Predicting Big Data Cyber-Enabled Crimes<\/strong>, Fundamental Research Grant Scheme (FRGS). The budget agreed RM86,100 (August 2016-July 2018)<\/p>\n<p>ii. Project Leader, <strong>Integrated Solution for Membership and Workshop Management System<\/strong>, Demand-Driven Innovation: Public Private Research Network (PPRN). Budget approved RM35,000 (March 2016-September 2016)<\/p>\n<p>iii. Project Leader, <strong>Image Super-Resolution Using Iterative Back Projection and Hybridized Biogeography-Based Optimization Algorithm<\/strong>, Tier-1 Research University Grant. The budget agreed RM40,000 (August 2014-December 2015)<\/p>\n<p>iv. Project Leader, <strong>A multiobjective fuzzy inference system for flood monitoring system<\/strong>, Tier-2 Research University Grant. The budget agreed RM32,000 (December 2012-December 2013).<\/p>\n<p>v. Project Leader,<strong> Global Moment- Based Features for Biometric Verification<\/strong>, Exploratory Reseach Grant Sheme (ERGS). The budget approved RM70,000 (June 2012-June 2014).<\/p>\n<p>vi. Project Leader, <strong>Determining Optimal Fuzzy Membership Functions for Fuzzy Inference Engine Using Evolutionary Methods<\/strong>, Fundamental Research Grant Scheme (FRGS). The budget approved RM50,000 (November 2009-November 2011)<\/p>\n<p>vii. Project Leader, <strong>Development of Flood Detection and Forecasting Modules to Monitor Flood<\/strong>, New Academic Staff Grant. The budget agreed RM32,000 (August 2009-July 2010).<\/p>\n<p>viii. Project Leader, <strong>Criminal&#8217;s Face Sketch Reconstruction with PSO Growing Grid Kohonen<\/strong>, The Third World Academy of Science (TWAS). The budget agreed USD5,000 (July 2010-January 2012)<\/p>\n<h3><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Project Member&#8221; background_layout=&#8221;light&#8221; text_orientation=&#8221;left&#8221; use_border_color=&#8221;off&#8221; border_color=&#8221;#ffffff&#8221; border_style=&#8221;solid&#8221;]<\/p>\n<h3>Project Members<\/h3>\n<p>i. Project Member, (Project Leader: Dr. Mohd Naz\u2019ri Mahrin),<strong> A Study on Malware Detection Techniques<\/strong>, Cybersecurity Malaysia. The budget agreed RM147,797 (March 2016-February 2018)<\/p>\n<p>ii. Project Member, (Project Leader: Prof. Dr. Shamsul Sahibuddin), <strong>Development of Integrated Cyber Evidence (ICE) Framework<\/strong>, Cybersecurity Malaysia. The budget agreed RM134,283 (March 2016-February 2018)<\/p>\n<p>iii. Project Member, (Project Leader: Dr. Noor Azurati Ahmad @ Salleh), <strong>A Study on Malware Analytics<\/strong>, Cybersecurity Malaysia. The budget agreed RM 153,352 (March 2016-February 2018)<\/p>\n<p>iv. Project Member, (Project Leader: Dr. Suriayati Chuprat), <strong>Development of Visualization Techniques for Integrated Cyber Evidence<\/strong>, Cybersecurity Malaysia. The budget agreed RM 121,167 (March 2016-February 2018)<\/p>\n<p>v. Project Member, (Project Leader: Dr. Nilam Nur Amir Sjarif),<strong> 3d Skeleton Human Action Recognition Based Deep Learning Architecture in Video Surveillance<\/strong>, Tier-2 Research University Grant. The budget agreed RM20,000 (October 2016-December 2017).<\/p>\n<p>vi. Project Member, (Project Leader: Dr. Nurulhuda Firdaus Mohd Azmi),<strong> Designing Big Data Integration Architecture for Online Space Weather Data Analytic<\/strong>, Tier-1 Research University Grant. The budget agreed RM50,000 (July 2016-June 2018).<\/p>\n<p>vii. Project Member, (Project Leader: Prof. Dr. Azizah Abdul Manaf), <strong>Cryptography Technology for National Defense Industry<\/strong>, Questrans Sdn Bhd. The budget agreed RM20,000 (November 2015-December 2016).<\/p>\n<p>viii. Project Member, (Project Leader: Dr. Noor Azurati Ahmad @ Salleh), <strong>WLAN-Based Indoor Positioning Accuracy Enhancement by Considering People Presence as Signal Attenuation Factor in Multi-Floor Environments<\/strong>, Fundamental Research Grant Scheme (FRGS). The budget agreed RM71,000 (November 2015-November 2017).<\/p>\n<p>ix. Project Member, (Project Leader: Assoc. Prof. Salwani Mohd Daud), <strong>Wireless Sensors Data Acquisition and Analysis Using Ubiquitous Mobile SCADA For Precise and Timely Flood Alert,<\/strong> Tier-1 Research University Grant. The budget agreed RM50,000 (November 2015-November 2017).<\/p>\n<p>x. Project Member, (Project Leader: Dr. Kamilia Kamardin),<strong> Planar Textile Antennas Under Bending, Wetness and Specific Absorption Rate Measurements<\/strong>, Potential Academic Staff. The budget agreed RM20,000 (September 2015-August 2016).<\/p>\n<p>xi. Project Member, (Project Leader: Prof. Dr. Siti Mariyam Shamsuddin), <strong>Multimodal Biometric Identification System Prototype for Personal Identification<\/strong>, Prototype Research Grant Scheme (PRGS). The budget agreed RM56,500 (July 2015-June 2016)<\/p>\n<p>xii. Project Member, (Project Leader: Dr. Mohd Nazri Kama), <strong>An Auto-Detection of Electric Vehicle (Ev) Charging Requirements Model Using Nozzle Detection Mechanism: A Nichicon Technology Case Study<\/strong>, Tier-1 Research University Grant. The budget agreed RM37,500 (May 2015-October 2016).<\/p>\n<p>xiii. Project Member, (Project Leader: Dr. Dewi Nasien),<strong> Signature Fraud Detection Using Freeman Chain Code Representation in ANN And K-NN on Forensic Application<\/strong>, Tier-2 Research University Grant. The budget agreed RM20,000 (May 2015-July 2016).<\/p>\n<p>xiv. Project Member, (Project Leader: Dr. Aida Ali), <strong>A Novel Optimized Hybrid Fuzzy Classifier for Class Imbalance Learning and Classification,<\/strong> Fundamental Research Grant Scheme (FRGS). The budget agreed RM39,000 (December 2014-November 2016).<\/p>\n<p>xv. Project Member, (Project Leader: Dr. Sarina Sulaiman), <strong>Cloud Computing Services for E-Learning Big Data, Flagship-Research Group<\/strong>. The budget agreed RM77,000 (July 2014-June 2016).<\/p>\n<p>xvi. Project Member, (Project Leader: Dr. Haza Nuzly Abdull Hamed), <strong>A New Cluster Spike Evolving Spiking Neural Network<\/strong>, Fundamental Research Grant Scheme (FRGS). The budget agreed RM95,000 (December 2013-June 2016).<\/p>\n<p>xvii. Project Member, (Project Leader: Dr. Dewi Nasien), <strong>A New Harmony Search Meta-Heuristic for Freeman Chain Code Extraction Method<\/strong>, Fundamental Research Grant Scheme (FRGS). The budget agreed RM90,900 (December 2013-December 2015).<\/p>\n<p>xviii. Project Member, (Project Leader: Assoc. Prof. Dr. Roselina Salleh@Sallehuddin),<strong> Exploration of Stock Forecasting Model on Grey Relational Neural Network Based on Rough Set<\/strong>, Exploratory Research Grant Scheme (ERGS). The budget agreed RM60,480 (June 2013-May 2015).<\/p>\n<p>xix. Project Member, (Project Leader: Prof. Dr. Siti Mariyam Shamsuddin), <strong>New Rotational Moment Invariants<\/strong>, Fundamental Research Grant Scheme (FRGS). The budget agreed RM91,000 (December 2013-March 2016).<\/p>\n<p>xx. Project Member, (Project Leader: Dr. Dewi Nasien), <strong>Feature Vector and Hybrid Classifier of Handwritten Character Recognition<\/strong>, Tier-2 Research University Grant. The budget agreed RM32,000 (December 2012-December 2013).<\/p>\n<p>xxi. Project Member, (Project Leader: Prof. Dr. Siti Mariyam Shamsuddin), <strong>Fuzzy Classifier for Classification of Patients Survival Data<\/strong>, Tier-2 Research University Grant. The budget agreed RM25,000 (May 2012-April 2013).<\/p>\n<p>xxii. Project Member, (Project Leader: Prof. Dr. Siti Mariyam Shamsuddin), <strong>Multi-variate Pattern Analysis for Forensic Identification and Verification<\/strong>, Long Term Research Grant Scheme (LRGS). The budget agreed RM347,712 (August 2011-March 2015).<\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Project Leaders i. Project Leader, Enhancing Data Analytics Algorithms Using Deep Learning Approaches in Predicting Big Data Cyber-Enabled Crimes, Fundamental Research Grant Scheme (FRGS). The budget agreed RM86,100 (August 2016-July 2018) ii. Project Leader, Integrated Solution for Membership and Workshop Management System, Demand-Driven Innovation: Public Private Research Network (PPRN). Budget approved RM35,000 (March 2016-September 2016) [&hellip;]<\/p>\n","protected":false},"author":6526,"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":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-43","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/people.utm.my\/sophia\/wp-json\/wp\/v2\/pages\/43","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/sophia\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/people.utm.my\/sophia\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/sophia\/wp-json\/wp\/v2\/users\/6526"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/sophia\/wp-json\/wp\/v2\/comments?post=43"}],"version-history":[{"count":0,"href":"https:\/\/people.utm.my\/sophia\/wp-json\/wp\/v2\/pages\/43\/revisions"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/sophia\/wp-json\/wp\/v2\/media?parent=43"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}