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Project name - Please select -Ecosystem Monitoring using Deep LearningIndoor Data ManagementLocation-based Social NetworksDeep learning from less human supervisionNeural Machine Translation for Low-Resource LanguagesComputational Modelling of Collective Decision MakingComputational Models for Complex Social DilemmasAlgorithm Selection for Automated Program Repair Quantum Resistant Cryptographic ProtocolsQuantum-Resistant Public-Key CryptographyTeaching Robots to DrawThe Ethics of AI ArtDiscrete Optimisation for Multi-Agent Path FindingOnline algorithm configuration in Mixed-Integer Programming solversSocial network sites as a source of ecological dataIndividual-based simulations for sustainable insect-plant interactionsTeamwork AnalyticsData Storytelling with learning dataContext-Dependent Neural Machine TranslationNeural speech-to-text translation Digital analytics for classroom proxemics (indoor positioning)Automatic Generation of Graphics for People Who Are BlindReimagining digital publishing for technical documentsImproving the usability of constraint-based layout for UI development in mobile appsExplainable Artificial Intelligence for Predicting and Explaining Critical Software DefectsAdvanced statistical inference and machine learning for neural modelling, monitoring and imagingAdversarial Machine Learning for Structured DataHuman-Centric Defect Prediction: Predict and explain human-impacting defectsSearch-Based Software Testing for Self-Driving CarsImmersive Network VisualisationInteractive Haskell Type Inference ExplorationSpatio-temporal classification of images and videoDeveloping classifiers for offensive materialThe creation of a new audio-visual gestural instrumentInteractive rock-climbingPlaying with Flying Pixels (quadcopters)Digital aquatic playInteractive muscle memory (motor memory)Human-Computer IntegrationInteractive eatingLife prediction using machine learningCreating subject-specific mathematical models to understand the brainNew paradigms for solving Combinatorial Optimisation problemsMachine Learning and Computer Vision for Ecological InferenceEvolutionary Impacts of DeceptionComputational Modelling of Conformity in Social SystemsDefining Network Quality of Service Metrics for Medical ApplicationsSave the Bees, one buzz at a timeAI as Cultural PracticeThe Multisensory MuseumVR as Cultural PracticeLocal (Australian) Tailoring / Expansion of Synthea Software Stack Expansion of FHIR Standard and Use (eg - native FHIR analytics) Digital Health as a means to explore inequities in health and wellbeing Research and development data infrastructure for Law EnforcementUrban Visual AnalyticsComputational drug discoveryUnlocking time: machine learning for understanding dynamic processesLearning in a dynamic and ever changing worldBig Data Management and ProcessingGeospatial Data AnalysisMixed-Reality Human-Machine Symbiosis for Maintenance Tasks in Physically Embedded WorkflowsEfficient Incrementality in Learning SolversEco-friendly Road TransportationUsing Big Spatiotemporal Data for Road SafetyNavigation and Point of Search in Road NetworksImage analysis in forensic pathologyReinforcement Learning for Self-organised Task AllocationVisual aids for human reasoning with causal Bayesian networksFairness testing of AI-based systemsIntegrating novel technologies and modelling tools to predict species’ responses to global changeTowards the Construction of an Inclusive and Fair Educational EnvironmentScholarship for Assistive Technology & SocietyPooling time series with common asynchronous trends - with energy and other applicationsCombating antimicrobial resistance through use of genomics and artificial intelligenceOptimal clustering of DNA and RNA binding sites from de novo motif discovery using Minimum Message LengthEffects of automation on employment - including post-COVID-19Inference of chemical/biological networks: relational and structural learningMachine learning analysis of gravitational wavesRe-visiting hypothesis testingDoes deep learning over-fit - and, if so, how does it work?Clustering of (time series of) generalised dynamic Bayesian nets, etc.Anomaly detection in evolving (dynamic) graphsPrecision medicine for paediatric brain cancer patientsITTC OPTIMA projectsHuman-Centred Multimodal Teamwork AnalyticsComplex question answering & generation over knowledge graphsRecordkeeping for Empowerment of Rural Communities in BangladeshData storage to enable actionable data via quality care dashboards for cliniciansClosing the feedback loopPredicting fractures outcomes from clinical Registry data using Artificial Intelligence Supplemented models for Evidence-informed treatment (PRAISE) studyHuman-in-loop machine learningUsing 3D Printing to Improve Access to Graphics by Blind and Low Vision PeopleEthics of AI application in law enforcement Explainability of AI techniques in law enforcement and the judiciaryMachine learning for short message conversational analysis in Law EnforcementUnderstanding material failure by machine learning analysis of pattern strainsPredicting short- and long-term outcomes of pregnancy to optimise maternal health care (PhD)Designing Distributed Renewable Micro-Grids for Reliability (position filled)Values-oriented Defect Fixing for Mobile Software ApplicationsMobility data-driven planning of electric vehicle charging infrastructure for decarbonising energy and transport systems (position filled)Developing and evaluating educational chatbot to support self-regulated learningTowards secure and trustworthy deep learning systems A Smart Software Vulnerability Detection PlatformLearning from massive amounts of EEG dataReconstructing the Past through Immersive MediaPrivacy-Preserving Machine LearningExplainable and Robust Deep Causal Models for AI assisted Clinical PathologyInteroperability (using FHIR) in cutting-edge medical software systemsExplainable Thermal to Visible Image TranslationScience as a public good: improving how we do research with game theory and computationSTEM Making for all: including people with a disabilitySimulating Collaborative DiscourseOperations of Intelligent Software SystemsRecordkeeping for Empowerment of Rural Communities in a Developing CountryDigital Health to support Indigenous Health and WellbeingSocial, Political, Economic Studies of Technology and FIRE (Finance, Insurance, Real Estate)Multimodal Output Generation to Assist Blind People for Data Exploration and AnalysisPrivacy-Aware RewritingGuarding On-device Machine Learning Models via Privacy-enhancing TechniquesMachine Learning for faster and safer MRI and PET imagingDevelopment of AI based Point of Care MRI Explainable AI (XAI) in Medical Imaging[NextGen] Secure and Privacy-Enhancing Federated Learning: Algorithms, Framework, and Applications to NLP and Medical AIDisentangled Representation Learning for Synthetic Data Generation and Privacy ProtectionMedical AI Exploration with Machine Learning and Robotics Privacy-Enhancing Technologies for the Social GoodEvent Extraction and Neuro-Symbolic Reasoning for Law Enforcement and Legal ApplicationsActive Learning for Language and Multimodal ApplicationsCombating antimicrobial resistance through use of artificial intelligence and genomicsCreating a turnkey solution to classify, predict and simulate behaviour from videos of rodentsPersonal Future Health Prediction[Malaysia] - Integration of heterogeneous biomedical data for robust and interpretable prediction[Malaysia] AI meets CybersecurityInformation Visualisation: the design space of experimental methodologiesLLM models for learning and retrieving software knowledgeRecordkeeping for Empowerment of Marginalised Communities in AustraliaTest Honours project - Create CM S DiffBranch-and-Cut-and-Price Algorithms for Computing Cost-Effective and Time-Efficient Delivery Routes for Trucks and DronesEnd-to-End Prediction and Optimisation for Neuro-Symbolic Artificial IntelligenceSecuring Generative AI for Digital TrustEpileptic Seizure PredictionModel-based depth of anaesthesia monitoringBrain network mechanisms underlying anaesthetic-induced loss of consciousnessAI-augmented coaching, reporting and its assessmentPlatforming participatory research data governance Large language models for detecting misinformation and disinformationAI models for skin conditions management and diagnosisFormal Explainability in Artificial IntelligenceBayesian-network models for human-machine collaboration to protect pollinator-plant interactions in agriculture and natural ecosystemsCausal Reasoning for Mental Health SupportGenerative AI for Recommender SystemsEnhancing Privacy Preservation in Machine Learning Conscious AIPOSITION FILLED: Enhancing Service User Care Pathway Experience through AI-Driven PersonalisationPOSITION FILLED: (Co-design/ HCI) Creating a 21st Century Helpline for Enhanced Support and Continuity of CarePrivacy-preserving machine unlearningExplainable AI (XAI) for Disobedient RoboticsExplainable AI (XAI) as Model ReconciliationLiving AISelf-aware neural networksFaithful and Salient Multimodal Data-to-Text GenerationEffective analytics for real-life time series anomaly detectionEnergy InformaticsHuman Factors in Cyber Security: Understanding CyberscamsUnderstanding and detecting mis/disinformationFingerprint detection from images and videos using machine learningDeep learning methods for deepfakes detectionDetecting human activities from images and videosMachine learning methods for detection of phishing websitesMobile ringtone detection using machine learning methodsInvestigating Security and Privacy Issues in Real-World Asset TokenizationEfficient and Interpretable Modular End-to-end Autonomous Driving SystemAI-driven mobile recommendation systems for diabetes managementAn online assessment framework for reliable generative AI-driven recommender apps in chronic disease managementA multi-layer architecture (the mobile-edge-cloud continuum) of federated learning for mobile health sensing dataGuidelines and Rubrics for developing mobile sensing apps in health careImmersive Contextual Data AnalyticsVisualisation Technology for Cultural Heritage PreservationXR-OR: Extended Reality Analytics for Smart Operating Rooms and Augmented SurgeryAn AI analytics workbench for protein structural characterisationDetect and monitor extremist rhetoric or planned criminal activities using social media and dark web multimodal dataDeveloping Foundation Models for Time Series DataSmartScaleSystems (S3): AI-Driven Resource Management for Efficient and Sustainable Large-Scale Distributed SystemsSafe Neuro-symbolic Automated Decision Making with Mathematical OptimisationSafe Continuous-time Automated Decision Making with Mathematical OptimisationLong-term Human-robot Social Interactions Using Compositional Multimodal Agent Models at Monash UniversityGenerating explanations that involve uncertaintyAI for MRI Reconstruction Supervisor name - None - Gavin KnottABM RusselAamir CheemaAbdul KhanAbhinav DhallAbraham Oshni AlvandiAdamu Muhammad BuhariAgnes HaryantoAkram ZamaniAlan DorinAlan PetersenAldeida AletiAlexander WolkowAlexander OlaussenAlexey IgnatievAlon IlsarAmin SakzadAndisheh PartoviAndrew PerryAnn NicholsonAnuja Thimali Dharmaratne Anup ShahAnuradha MadugallaArghya PalAriel LiebmanArnaud ProuzeauArun KonagurthuBarrett EnsBarry QinBen BeckBenjamin TagBernd MeyerBernhard JennyBioinformatics Bronwyn CumboBurak TurhanBuser SayCaddie GaoCagatay GoncuCamilo Cruz GambardellaCampbell WilsonCarlo KoppCarsten RudolphCeline PattaroniChakkrit TantithamthavornChang Wei TanCharlotte PierceCharlotte PelletierChen DavidovichCheng-Hao CaiChetan AroraChong Chun YongChris LawrenceChris BainChristabel GonsalvezChristoph BergmeirChristopher NelsonChung-Hsing YehCunjian ChenDaniel KewDaniel HaraborDaniel GuimaransDaniel SchmidtDaokun ZhangDavid WrightDavid DoweDavid TaniarDavid GreenDelvin VargheseDerry WijayaDinh PhungDon Samitha ElvitigalaDragan GasevicDébora LanzeniEdward LamEhsan ShareghiEnes MakalicEthan ZhaoFan YangFatemeh ShiriFloyd MuellerFrada BursteinFrancois PetitjeanFrits de NijsFuad NomanGanesh KrishnasamyGeoff WebbGleb BelovGraeme GangeGraham FarrGreg RolanGro BjerknesGuanliang ChenGuido TackHamid RezatofighiHao WangHarnam ThandiHelen PurchaseHenry LingerHourieh KhalajzadehHui CuiHumphrey ObieIlankaikone SenthooranIngo MuellerIngrid ZukermanJ Moganavatsala A/P JeevananthamJackie RongJarrod KnibbeJathan SadowskiJesper KjeldskovJian LiJianfei CaiJoanna DipnallJoanne EvansJoanne MihelcicJohn GrundyJohn BettsJohn Tsz Hon YuenJon WhittleJon McCormackJongkil JeongJoseph LiuJuan Nunez-IglesiasJudithe SheardJue XieJulian Garcia GallegoJuliana SutantoJulie StoutJyoti JoshiKadek SatriadiKalin StefanovKamila MihailescuKari DahlgrenKashumi MadampeKeshan WithanageKevin LeoKhoi NguyenKim RamchenKim MarriottKim JacobsonKirsten EllisKokSheik Wong Lan DuLarissa NichollsLarry StillmanLei YangLeimin TianLeona HollowayLeonardo Lyra GolloLeong Shu MinLevin KuhlmannLillian WangLim WernLim Jun YiLim Mei KuanLing WuLisa McGivernLivia MammarellaLizhen QuLoo Junn YongMahdi AbolghasemiMahsa SalehiMarc CheongMarcel BoehmeMargot SchuhmacherMaria Garcia De La BandaMark PowerMark WallaceMarkus WagnerMatthew ButlerMatthias KlapperstueckMatthieu HerrmannMax CordeilMdM RahimMehdi AdibiMichael WybrowMichael UckelmannMichael CowleyMichael KampMichael NiemannMinh LeMisita AnwarMladen RakovicMohammad GoudarziMonica WhittyMor VeredMuhammad Fermi PashaMuhammed EsginNadiah Binti Mohamad SofianNamrata SrivastaNatalie ListerNicholas PriceNik Nailah NailahOng Huey FangOsama Al-QershiPari Delir HaghighiPatrick OlivierPenny ZhangPeter StuckeyPhilip ArthurPhoebe Toups DugasPianca SchwarzPierre Le BodicPoh LimPrabha A/P RajagopalQiuhong KeRafael Baiao DowsleyRaphaël C.-W. PhanRashina HodaRaveendran A/L ParamesranReza HaffariRobert MerkelRoberto Martinez-MaldonadoRochelle HineRoger DalyRoisin McNaneyRon SteinfeldRoss GawlerRoss PearsonRuonan SunRuth WalkerSadia NawazSailaja RajanalaSameen MarufSanooj SaddatisseSarah GoodwinSarah PinkSee Kai JunShifeng SunShujie CuiShuo WangSimon TeterisSimon ColtonSoon Lay KiSri RamarathinamStella TalicStephanie SimondsStephen HuxfordSteven WrightSusan BedingfieldSusan McKemmishSusan FosterSwamy AnanthanarayanTan Chee KeongTan Su WeiTanjila KanijTatsuo SatoTeresa WangTerry LimThair MahmoudThanh Thi NguyenThomas ChandlerThuan PhamTien-Tsin WongTim DwyerTina WuTing FungTing Chee MingTobias CzaudernaTom BartindaleTrang VuTu Dinh NguyenUmi Syamimi Binti SaadonVanessa EcheverriaVeronika KuchtaViet HuynhVincent LeeVishnu MonnViviane Frings-HessamiWai Peng WongWaqar HussainWee ChyannaWee Mee ChinWray BuntineXiao ChenXiaoning DuXin XiaYang YalongYasmeen GeorgeYevhen ZolotavkinYi-Shan TsaiYolande StrengersYu-Liang KuoYuan-Fang LiYun ZhaoZachari SwieckiZhaolin ChenZhihui LiZongyuan Ge Research area - Please select -Data Science and Artificial IntelligenceAgents and Decision-MakingMachine Learning and Deep LearningOptimisationVision and LanguageHuman-Centred ComputingAction LabCommunity, Organisational & Social InformaticsCreative TechnologiesEmbodied VisualisationDigital TransformationEmerging TechnologiesHuman Centred AILearning & AnalyticsSoftware Systems and CybersecurityCybersecurityData EngineeringSoftware EngineeringInformation Empowered Communities Given name Family name Date of birth Email address Contact number I have previously submitted an enquiry Tick this box if you have previously entered your information and submitted an enquiry using this form. 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Please select -AfghanistanAlbaniaAlgeriaAmerican SamoaAndorraAngolaAnguillaAntarcticaAntigua & BarbudaArgentinaArmeniaArubaAscension IslandAustraliaAustriaAzerbaijanBahamasBahrainBangladeshBarbadosBelarusBelgiumBelizeBeninBermudaBhutanBoliviaBosnia & HerzegovinaBotswanaBouvet IslandBrazilBritish Indian Ocean TerritoryBritish Virgin IslandsBruneiBulgariaBurkina FasoBurundiCambodiaCameroonCanadaCanary IslandsCape VerdeCaribbean NetherlandsCayman IslandsCentral African RepublicCeuta & MelillaChadChileChinaChristmas IslandClipperton IslandCocos (Keeling) IslandsColombiaComorosCongo - BrazzavilleCongo - KinshasaCook IslandsCosta RicaCroatiaCubaCuraçaoCyprusCzechiaCôte d’IvoireDenmarkDiego GarciaDjiboutiDominicaDominican RepublicEcuadorEgyptEl SalvadorEquatorial GuineaEritreaEstoniaEswatiniEthiopiaFalkland IslandsFaroe IslandsFijiFinlandFranceFrench GuianaFrench PolynesiaFrench Southern TerritoriesGabonGambiaGeorgiaGermanyGhanaGibraltarGreeceGreenlandGrenadaGuadeloupeGuamGuatemalaGuernseyGuineaGuinea-BissauGuyanaHaitiHeard & McDonald IslandsHondurasHong Kong SAR ChinaHungaryIcelandIndiaIndonesiaIranIraqIrelandIsle of ManIsraelItalyJamaicaJapanJerseyJordanKazakhstanKenyaKiribatiKosovoKuwaitKyrgyzstanLaosLatviaLebanonLesothoLiberiaLibyaLiechtensteinLithuaniaLuxembourgMacao SAR ChinaMadagascarMalawiMalaysiaMaldivesMaliMaltaMarshall IslandsMartiniqueMauritaniaMauritiusMayotteMexicoMicronesiaMoldovaMonacoMongoliaMontenegroMontserratMoroccoMozambiqueMyanmar (Burma)NamibiaNauruNepalNetherlandsNetherlands AntillesNew CaledoniaNew ZealandNicaraguaNigerNigeriaNiueNorfolk IslandNorthern Mariana IslandsNorth KoreaNorth MacedoniaNorwayOmanOutlying OceaniaPakistanPalauPalestinian TerritoriesPanamaPapua New GuineaParaguayPeruPhilippinesPitcairn IslandsPolandPortugalPuerto RicoQatarRomaniaRussiaRwandaRéunionSamoaSan MarinoSaudi ArabiaSenegalSerbiaSeychellesSierra LeoneSingaporeSint MaartenSlovakiaSloveniaSolomon IslandsSomaliaSouth AfricaSouth Georgia & South Sandwich IslandsSouth KoreaSouth SudanSpainSri LankaSt. BarthélemySt. HelenaSt. Kitts & NevisSt. LuciaSt. MartinSt. Pierre & MiquelonSt. Vincent & GrenadinesSudanSurinameSvalbard & Jan MayenSwedenSwitzerlandSyriaSão Tomé & PríncipeTaiwanTajikistanTanzaniaThailandTimor-LesteTogoTokelauTongaTrinidad & TobagoTristan da CunhaTunisiaTurkeyTurkmenistanTurks & Caicos IslandsTuvaluU.S. Outlying IslandsU.S. Virgin IslandsUgandaUkraineUnited Arab EmiratesUnited KingdomUnited StatesUruguayUzbekistanVanuatuVatican CityVenezuelaVietnamWallis & FutunaWestern SaharaYemenZambiaZimbabweÅland Islands I have permanent residency for Australia Yes No English language proficiency - 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