Faculty of Science 1 - Friday 15 December 2023 10.00am (AEST)

All IT courses (UG and PG, including Doctoral)

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Doctor of Information Technology

KEATES, Owen

Thesis Title

Advancing Process Analytics for Agri-food Supply Chains

Supervisors

  • Professor Moe Kyaw Wynn  (Principal Supervisor)
  • Associate Professor Wasana Bandara  (Associate Supervisor)

Citation

This thesis examined how emerging process centric technologies can assist in solving complex agri-food supply chain challenges. A process for configuring and applying process aware digital twins for monitoring and managing productivity, risk and sustainability was developed. The frameworks and supporting IT Artifacts, developed through an Action Design Research Methodology, were evaluated on an integrated cattle supply chain as well as a banana farm and its supply chain and found to produce actionable insights.

Doctor of Philosophy

BALASUBRAMANIAM, Thirunavukarasu

Thesis Title

Matrix/Tensor Factorization with Selective Coordinate Descent: Algorithms and Output Usage

Supervisors

  • Professor Richi Nayak  (Principal Supervisor)
  • Professor Yuchu Tian  (Associate Supervisor)

Citation

With advanced data collection methods and the tremendous growth in the number of online users, multi-context data has become ubiquitous and its analysis for knowledge discovery has become inevitable. Matrix/tensor factorizations are commonly used knowledge discovery methods. This thesis developed selective Coordinate Descent (SCD) algorithms that select only a few important elements during the factorization process to minimize the computational complexity and to improve the efficiency of factorization. Moreover, this thesis exploits various ways the output of SCD factorization can be applied in several knowledge discovery tasks like pattern mining, clustering, outlier detection, and recommender systems.

JONY, Rabiul Islam

Thesis Title

Multimodal Data Fusion of Remote Sensing and Social Media Using Machine Learning for Natural Disaster Detection and Assessment

Supervisors

  • Associate Professor Dimitri Perrin  (Associate Supervisor)
  • Dr Alan Woodley  (Principal Supervisor)

Citation

For more than a decade, social media has emerged as a potential platform to generate and spread information about natural disasters. Alternatively, a common way of conducting research into natural disasters is via remote sensing. However, remote sensing data comes with a few challenges, such as, unavailability due to long revisit time of the sensors, and obstruction due to cloud cover. This research develops a novel machine learning algorithm for the fusion of social media images and text with remote sensing multispectral satellite images to detect flooding. The fusion method is further extended to generate flood maps for assessment.

KAPUIRE, Gereon Koch

Thesis Title

An Ubuntu Lens to Co-Design: Towards a Rural Community Engagement Framework

Supervisors

  • Professor Margot Brereton  (Principal Supervisor)
  • Associate Professor Alessandro Soro  (Associate Supervisor)
  • Heike Winschiers-Theophilus  (External Supervisor)

Citation

The research aimed to understand the problems encountered when academic researchers engage with rural communities to co-design culturally appropriate technologies in Namibia. There are no existing engagement frameworks to guide co-design with rural communities in Namibia. The methods comprised a literature review, a narrative analysis of several co-design case studies with rural communities, and the collaborative development of an engagement framework with communities through a co-design process, guided by applying an Ubuntu lens. The study contributes practical recommendations, expressed in an engagement framework to guide the community-based co-design of technology and services in Namibia.

OHANA, Eric

Thesis Title

Optimizing Verification of RTL Designs Using Deep Reinforcement Learning Methods

Supervisors

  • Dr Lance Neil David De Vine  (External Supervisor)
  • Adjunct Professor Shlomo Geva  (Principal Supervisor)
  • Associate Professor Wayne Anthony Kelly  (Associate Supervisor)

Citation

The exhaustive functional verification of digital designs is a well-documented challenge in the semiconductor industry. The thesis describes the research and the development of a reinforcement learning based method to optimise the functional verification of digital designs before they make their way to implementation on semiconductor chips. The method proves to be very greatly beneficial for a complex and industry representative digital design, in terms of automatizing parts of the functional verification process and specifically achieving full functional coverage closure. This positive result paves the way to broaden the use of reinforcement learning methods for the verification of semiconductor projects.

YANG, Jing

Thesis Title

Discovering Organizational Models from Event Logs for Workforce Analytics

Supervisors

  • Associate Professor Chun Ouyang  (Principal Supervisor)
  • Dr Wil Van Der Aalst  (External Supervisor)
  • Professor Arthur Harry Maria ter Hofstede  (Associate Supervisor)

Citation

This research investigates knowledge discovery from business process execution data to support workforce analytics and improve business process management. It presents a set of novel data-driven methods to systematically construct and analyze organizational models, which can be utilized for guiding organizational structure design and staff deployment toward process improvement. The usefulness of the proposed methods was evaluated through experiments using public datasets from five real-world organizations across three business domains.

Undergraduate awards

Bachelor of Information Technology

  • BOWMAN, Zachary George

Bachelor of Information Technology (Computer Science)

  • ADAMS, Luke
  • AGNES, Marcus Aurelius Chua
  • ALZAABI, Ahmed Omar Ebrahim Jaddah
  • ANG, Paul Nathanael
  • BALL, Samuel Lucas
  • BARTLEY, Jordan
  • BEARD, Douglass James
  • BELLGARD, Michael James
  • BONA, Adam
  • CAITHNESS, Stirling Anthony
  • CANUTO, Juliet Leah
  • CHA, Suebin
  • CHIGWIDDEN, Montgomery
  • CLARK, Laura Lavender
  • COX, Zoe Claire
  • DO, Nghiep
  • DO, Phu Yen
  • DOCKERY, Callum Anthony
  • ELSE, Brendon Vincent
  • EVANS, Pierce Albert
  • FALLOWS, Jacob Lee
  • FANG, Zhongyuan
  • FEKETE, Stephen Dominik
  • FEUILHERADE, Gabriel Dominique De M
  • GILLAN, Jack Anthony
  • GONCALVES ARSENIO, Daniel Jose
  • GONZALES, Mark
  • GRANT, Liam Thomas
  • GREGORY, Elliot Mitchell
  • GUO, Lingdong
  • HARRISON, Liam Paul
  • HOSIER, Mitchell Ross
  • HU, Xiaoran
  • HUNG, Tse An
  • HUXLEY, Ivy Alexandra
  • JI, Zihan
  • KIM, Doyeol
  • KIRTON, Oliver James
  • LACK, Austin Edmund
  • LAN, Tian-Ching
  • LI, Junhao
  • LIN, Chi-Shan
  • LIN, Der-Haw
  • LIOU, Jin-Lin
  • LUONG, Andy
  • MANDAVA, Tariro Talent
  • MANNING, Eden
  • MANPREET SINGH,
  • MARNES, Aaron Brett
  • MAUGER, Joshua
  • MAYOR, Tyson Brian
  • MILLWARD-WRIGHT, Jaikobe Jett Qi
  • MORAN, Jack
  • MUIR, Jack
  • MUTCH, Lachlan Geordie
  • OUYANG, Haotian
  • PAGOLDH, Alexandra Sarah
  • PARKER, Aaron James
  • PHAM, Hong Long
  • PILLAY, Te'relle
  • PREGL, Zach Samuel
  • PURCELL, Sarah Elizabeth
  • ROSE, Tobias Jackson
  • RUTHERFORD, Aodhan
  • RYAN, Michael
  • SAUNDERSON-WARNER, Bryan Neville
  • SHAM, Lok Hin
  • SUNG, Won Kyung
  • SUTTON, Noah Robert
  • TAHER, Abdulrahman Yahya
  • TRAN, Thanh
  • WANG, Weiran
  • WATSON, Bradley Andrew
  • WATTS, Bradley James
  • WILLIS, Christopher
  • WU, Shen-Che
  • XIONG, Yan
  • XU, Dehong
  • YUNG, Ka Him

Bachelor of Information Technology (Information Systems)

  • ASIMAKOPOULOS, Nicholas Christopher
  • BAI, Yuqi
  • BAN, Gilmin
  • BARKER, Thomas Gordon
  • CHAN, Jackson Zak Long
  • CHANG, Jiyuan
  • CHEN, Yiyu
  • DAY, Jesse William
  • DEV, Parakram Raj
  • FENG, Jianing
  • GE, Xun
  • GILL, Matthew Rhys
  • HEALY, Jhalen Rhys
  • HOLMANS, Lincoln James
  • HU, Chengming
  • JIANG, Lingnan
  • JIANG, Wenrui
  • JIN, Hyun Suk
  • KIM, Chanwoo
  • LU, Zheng
  • MCMULLEN, Kenneth John
  • NGEMBE, Jeremie
  • PASTULERO, Diether Alita
  • PHAM, Tu Huynh
  • RAINE, Jamila Macy Carol
  • RAUF, Hamza
  • SAN, Thin Htet
  • SHEN, Haoran
  • SMITH, Jayden Paul
  • THOMAS, Nathaniel Joshua
  • TOMLINSON, Cooper James
  • TREMLETT, Thomas Edward
  • VO, Hung Tin
  • WANG, Bingxuan
  • WANG, Rui
  • WANG, Yi
  • WANG, Ziyang
  • WHYTE, Darby
  • WU, Shangfeng
  • XIA, Zeyu
  • YAN, Xinyuan
  • ZHAO, Zhendong
  • ZHONG, Li
  • ZHOU, Yu

Bachelor of Information Technology (Computer Science) – with Distinction

  • ACEVEDO DE LOS SANTOS, Dulce
  • ADEY-MCCAUL, Sean Francis
  • ANAK MAIL, Jacqueline Erina
  • BASHFORD-FERRIER, Benjamin Shane
  • BATTERSHILL, Craig Paul
  • BERRY, Lindsay Donald
  • BINGHAM, James
  • BOON, James Werner
  • BROWN, Daniel
  • BRYANS, Joshua Dowling
  • BURRELL, Jake Lennox Quinn
  • CASEY, Jack Matthew
  • CHERRY, Cameron Christopher
  • CHESTER, Dale
  • CHOO, Subin
  • COTLEANU, Djarran
  • CROWLEY, Lachlan Myles
  • CSOKA, Kim Jacinta
  • DAU, Jason Michael
  • DE PENNING, Jaden
  • DUNDON, Benjamin Luke
  • ENDO, Tsubasa
  • FARMER, Brandon Maurice
  • FORSYTHE, Morgan Peter
  • FRECKLINGTON, Elke Rose
  • FRITZ, Alexander Johann
  • GIETZEL, Aaron John
  • GORMAN, William Edward
  • GUGLYUVATYY, George Evgeny
  • GYTE, Abby Blazenka
  • HANSON, Matthew
  • HARRIS, Jack Steven
  • HEDGES, Connor Jarrod
  • HILL, Joshua Colin Kirkness
  • HODGSON, Curtis Duggan
  • HOGAN, Nicholas Eric
  • HWANG, Seongeun
  • INGLIS, Joshua
  • JEYNES, Brook
  • JONES, Matthew Ian
  • KEOGH, James Vincent
  • KERR, Jaryd Conway
  • KIM, Gilseon
  • KIM, Sun Wook
  • KOHLER, Zachariah John
  • KORENROMP, Nicholas Joseph
  • KOYAMA, Shinya
  • KUHLEWEIN, Marisa
  • LA, Kem Ly Thi
  • LAM, David
  • LO, Zachary
  • LOPEZ, Daniel Gary
  • LYNCH, Michael Thomas
  • MANSFIELD, Danielle Mia Sajulga
  • MCCONNELL, Brayden Keith
  • MEDLYN, Drayko Phoenix
  • MERCADO, Rover Leigh Dela Victoria
  • MILLHOUSE, Lee Morrison
  • MUNDY, Takoda Jade
  • MURRAY, Daniel Thomas
  • NAM, Simon Woosung
  • NEWEY, Hudson Jae
  • NG, Royce
  • NGUYEN, Tri Kim Long
  • NOBLE, Clancy John
  • NOLAN, Aaron Lachlan
  • O'CONNOR, Corey Alexander
  • O'DEA, Clayton River
  • PFIDZE, Tinoda Chengetai
  • PHAN, Anh Duc
  • ROBERTS, Liam Mark
  • RODRIGUES, Jenna
  • SABOLCKI, Istvan
  • SAMUELS, Nicholas Aaron
  • SCHEMBRI, Curtis Michael
  • SCOTT, Wanda
  • SEARLE, Harrison Jay
  • SENNA, Michael Nicholas
  • SIMMERS, Benjamin James Henry
  • SIMMONDS, Belle Evangeline
  • SLOTH ANDERSEN, Shayne
  • SLUMP, Ryan
  • SPRING, Jordan
  • STROEBEL, Tremaine John
  • SWEIDAN, Rimon
  • SZABO, Jordan Jared
  • TABUNAN, Lloyd
  • TAM, Yiu Chun
  • TEH, Hans
  • THISTLETON, Matthew
  • TRAN, Phuc Van
  • VADHER, Meet Keyurbhai
  • VAROY, Cain Jake
  • WAGNER, Erin Lindsay
  • WILLIAMS, Frederick Campbell
  • WILLIAMS, Hayden Aurthur
  • WONG, Jing Ngai
  • WU, Chi-Hsuan
  • YANG, Xinyu
  • ZHAO, Wade
  • ZHONG, Jiaqi

Bachelor of Information Technology (Information Systems) – with Distinction

  • BEH, Karl Kai Quan
  • CAMERON, Blake Andrew
  • DILLON-SMITH, Devin Martin
  • GEE, Tyrone John Colin
  • GEERLING, Samuel Paul
  • GOMEZ ROMERO, Shaila Lousiana
  • HOWLETT, Lochlan David Marshall
  • LUONG, Caelan Max
  • LY, Jason Tai Duc
  • MUIR-MCMURTRIE, Kyle Daniel
  • REZAI, Asma
  • SINGH, Gurkamal
  • SMITH, Russell James
  • TRACEY, Cameron Alexander
  • TRACEY, Daniel
  • WALTON, Dakota Daniel John

Bachelor of Business (Accountancy)/Bachelor of Information Technology (Information Systems)

  • MCINTYRE, Lachlan Robert James
  • RAMADANI, Manasi
  • WENCK, Greta Louise

Bachelor of Business (Finance)/Bachelor of Information Technology (Information Systems)

  • HADLEY, Preston Frederick
  • PAYNTER, Amelia Mary
  • TEOH, Eu Wyn

Bachelor of Business (Human Resource Management)/Bachelor of Information Technology (Information Systems)

  • BOWTELL, Carmen Angela

Bachelor of Business (International Business)/Bachelor of Information Technology (Information Systems)

  • FREDERICK, Jake Thomas

Bachelor of Business (Management)/Bachelor of Information Technology (Computer Science)

  • BAYER, Lenny Jaden
  • NELSON, Jonathan Malcolm

Bachelor of Business (Management)/Bachelor of Information Technology (Information Systems)

  • IRVIN, James Bradley

Bachelor of Business (Marketing)/Bachelor of Information Technology (Computer Science)

  • EGLINGTON, Philip David
  • SCHMIDHOFER, Luca Tristan

Bachelor of Business (Marketing)/Bachelor of Information Technology (Information Systems)

  • BACOL, Paul Jed Grey Frando

Bachelor of Business (Accountancy)/Bachelor of Information Technology (Information Systems) – with Distinction

  • PARMAR, Liam
  • SOJNOCKI, Karika Joseph

Bachelor of Business (Economics) – with Distinction/Bachelor of Information Technology (Computer Science)

  • SKYLLBERG, Lisa Alexandra Håkansdotter

Bachelor of Business (Economics)/Bachelor of Information Technology (Computer Science) – with Distinction

  • ANSLOW, Jordan William

Bachelor of Business (Finance) – with Distinction/Bachelor of Information Technology (Computer Science)

  • TRENORDEN, Charlie James

Bachelor of Business (Finance) – with Distinction/Bachelor of Information Technology (Information Systems)

  • LORESCA, Jonathan Miranda

Bachelor of Business (Finance)/Bachelor of Information Technology (Information Systems) – with Distinction

  • AMIN, Krishil

Bachelor of Business (Management)/Bachelor of Information Technology (Computer Science) – with Distinction

  • CAPON, Rebecca Jane
  • FLEMING, Samuel Thomas

Bachelor of Business (Management)/Bachelor of Information Technology (Information Systems) – with Distinction

  • NANKIVELL, Caitlin Rose

Bachelor of Business (Marketing)/Bachelor of Information Technology (Computer Science) – with Distinction

  • TAYLOR, Owen Scott

Bachelor of Business (Accountancy) – with Distinction/Bachelor of Information Technology (Information Systems) – with Distinction

  • SMYTHE, Maddison Jane

Bachelor of Business (Advertising) – with Distinction/Bachelor of Information Technology (Information Systems) – with Distinction

  • ALLEYNE, Sarah Elizabeth
  • MOORS, Nathan Connor

Bachelor of Business (Finance) – with Distinction/Bachelor of Information Technology (Computer Science) – with Distinction

  • GOLDSMITH, Harvey James
  • GOODWIN, Henry James
  • MASSEY, Raymond Dean
  • STULNIKOV, Pavel

Bachelor of Business (Finance) – with Distinction/Bachelor of Information Technology (Information Systems) – with Distinction

  • MEHTA, Michael

Bachelor of Business (International Business) – with Distinction/Bachelor of Information Technology (Information Systems) – with Distinction

  • VASCONEZ TOLEDO, Juan Martin

Bachelor of Business (Management) – with Distinction/Bachelor of Information Technology (Computer Science) – with Distinction

  • OON, Senn Linli
  • SANT, Aditya Prashant

Bachelor of Business (Management) – with Distinction/Bachelor of Information Technology (Information Systems) – with Distinction

  • DASTAGIR, Anoosheh Farrin
  • ROBERTS, Hunter James

Bachelor of Business (Marketing) – with Distinction/Bachelor of Information Technology (Computer Science) – with Distinction

  • LUCAS, Jack Christopher

Bachelor of Information Technology (Computer Science) – with Distinction/Bachelor of Mathematics (Applied and Computational Mathematics)

  • ELLWOOD, Tyler Jack

Bachelor of Information Technology (Computer Science) – with Distinction/Bachelor of Mathematics (Statistics)

  • KENNY, Lawson Barry

Bachelor of Information Technology (Computer Science) – with Distinction/Bachelor of Mathematics (Applied and Computational Mathematics) – with Distinction

  • GRAY, Alastair Robert Heath
  • MCCARDLE, Riley Kane Hawker
  • TRAN, Dang Khuong

Bachelor of Information Technology (Computer Science) – with Distinction/Bachelor of Mathematics (Statistics) – with Distinction

  • KRIEL, Ruben
  • NGUYEN, Kevin Vu Minh

Bachelor of Information Technology (Honours) – First Class Honours

  • BEUTEL, Taylor Jade
  • MUIR, Mackenzie Elizabeth

Postgraduate awards

Graduate Certificate in Communication for Information Technology

  • CHAULAGAIN, Ramsaran
  • CHEN, Yi-Chen
  • TRAN, Tan Phat

Graduate Certificate in Information Technology

  • BECK, Calum
  • DAVIS, Alex
  • GUO, Rui
  • HOU, Yanjun
  • LIVEN, Kebet
  • MACKRIELL, Lachlan
  • PETERSON, Edwina Rose
  • RAWAT, Aman
  • STURM, Claire Violet
  • TAN, Chun Kerwin
  • WANGDI, Yeshey
  • WIDANA PATHIRANA, Pumudi
  • YUVIKE,

Graduate Certificate in Information Technology Practice (Data Analytics)

  • LIN, Terence

Graduate Certificate in Information Technology Practice (Web Development)

  • BLOCH, Dyllan Jack

Graduate Diploma in Information Technology (Computer Science)

  • ALARCON, Daniel
  • ARCINIEGAS BARON, Helberth Giovany
  • DO, Vu Hoang
  • GONZALES, Stephanie Chloe Mary

Graduate Diploma in Information Technology (Cyber Security and Networks)

  • MURPHY, William
  • NGUYEN, Lauren Elizabeth
  • NGUYEN, Tung Thanh
  • PROFKE, Carl
  • ROE, Dominic Francis

Master of Information Technology (Business Analysis)

  • DESAI, Noumeet Sachin
  • MAHONY, Molly Jeanne Ruby
  • MERIN BENNY MALIYECKEL,
  • PAWAR, Saurabh Anil
  • RAKHIMOVA, Indira
  • SURYAWANSHI, Ruturaj Nandkishor

Master of Information Technology (Business Process Management)

  • CHAN, Deborah Mei Har
  • LAM, Tuan Hao
  • NUGAWELA, Rajakaruna Chandrasekara Wasala Mudiyanse Ralahamillage Harini Erandathi
  • SHARMA, Vanshika Shree

Master of Information Technology (Computer Science)

  • ASHBY, Robert James John
  • FULLER, Aidan
  • GUDEPU, Phani Kumar
  • KYAW, Ye Gaung
  • LIN, Chia-Hsin
  • MARSHALL, Brock
  • MIYAMOTO, Takuya
  • NGUYEN, Phan Thao Nhi
  • SATO, Hisano
  • SU, Ting-Hsiang
  • THANABALASINGAM, Aranya
  • WU, Hon Keung
  • XIONG, Anqi
  • YANG, Yingqiu

Master of Information Technology (Cyber Security and Networks)

  • CHIAM, Krystal Lynn
  • CHUANG, Chih-Yu
  • MANJUNATH, Pallavi
  • ROSHANRAVAN, Soheil
  • SAM, Austin

Master of Information Technology (Data Science)

  • CHEUK, Wai Hin
  • CHOWDHURY, Asif Reza
  • FANIKISO, Bonani
  • FENG, Yu-Cheng
  • HAVELBERG, Toni Lyn
  • HOU, Huiyi
  • HSIAO, Peng
  • JI, Chengyu
  • JOHN, Allen George
  • KIM, Jae Hyun
  • KOTLA, Priyanka
  • KOU, Si Man
  • KOYAMA, Yusuke
  • LI, Weilun
  • MCCLUSKEY, Rory Michael
  • VIJAYAMANORANJAN, Harihar
  • WEI, Runjie

Master of Information Technology (Enterprise Systems)

  • CHAN, Ki Sing
  • ZHANG, Fan

Master of Information Technology (Executive IT)

  • MACHAKAIRE, Taonezvi Benson
  • MANUEVA, Yuliya

Master of Information Technology (Software Development)

  • CHEN, En-Sheng
  • DILLON, Michael Geoffrey
  • JIRAPRASERTCHAI, Worawalan
  • LI, Xia
  • PADHIYAR, Sagar Nagajibhai
  • SHENG, Chenyi
  • THAPAR, Vivek
  • WANG, Jiaxuan
  • ZHU, Liguo

Master of Information Technology (Security)

  • LAVERS, Oliver Francis

Master of Information Technology (Computer Science)

  • LUCKINS, Mark Daniel

Master of Information Technology (Data Science)

  • DE JAGER, Cornelis Janse

Master of Philosophy

  • U'WAIS, Razan Nader Khamees
  • ZENG, Zhixiang