Associate Professor Andrew Stranieri
Honorary Associate Professor
Campus
Biography
Associate Professor Andrew Stranieri is an AI researcher at Federation University Australia. Dr Stranieri’s expertise in health informatics spans data analytics in health, complementary and alternative medicine informatics, remote patient monitoring, telemedicine and intelligent decision support systems.
Andrew is the author of over 200 peer reviewed journal and conference articles and has published three books. In 2016, he co-founded Anidra Tech Ventures Pty Ltd, a company that performs remote vital signs monitoring in Indian hospitals. The technology processes data from sensors worn by patients to detect a deterioration and alert remotely-located doctors and nurses to view vital signs in real time.
Andrew is Associate Professor in Information Technology at Federation University and currently leads the Health Informatics Laboratory. Prior to commencing at the University of Ballarat (now Federation University), he completed his PhD at La Trobe University and was awarded an Australian Research Council Australian Postdoctoral Award (Industry).
Find me on
- Publications
From Dis-empowerment to empowerment: Crafting a healthcare cybersecurity self-assessment
- Journals
- DOI reference: 10.1016/j.cose.2024.104148
Research Partners with Lived Experience: Stories from Patients and Survivors
- Book
- DOI reference: 10.1007/978-981-97-0033-2
How Lived Experience Mediated My Gold, Ribbons, Puzzles and Morals Research Motivations: A Reflective Introspection
- Book Chapters
- DOI reference: 10.1007/978-981-97-0033-2_15
Modified Early Warning Score (MEWS) Visualization and Pattern Matching Imputation in Remote Patient Monitoring
- Journals
- DOI reference: 10.1109/ACCESS.2024.3396274
Social Media and Dialogues: Unpacking The Role Of Social Networking Sites In Individualised Care
- Conference Proceedings
- DOI reference: 10.1145/3641142.3641147
The need for cybersecurity self-evaluation in healthcare
- Journals
- DOI reference: 10.1186/s12911-024-02551-x
Clinically Prioritized Data Visualization in Remote Patient Monitoring
- Conference Proceedings
- DOI reference: 10.1109/WiMob58348.2023.10187847
Missing Health Data Pattern Matching Technique for Continuous Remote Patient Monitoring
- Conference Proceedings
- DOI reference: 10.1007/978-3-031-43950-6_11
Decoding Employee ambidexterity: Understanding drivers, constraints, and performance implications for thriving in the evolving work landscapes - A scoping review
- Journals
- DOI reference: 10.1016/j.heliyon.2023.e22493
ERPsim's Effects on Students' Problem-Solving Skills in the Context of Supply Chain Management: A Qualitative Study
Effects of Business Simulation Games on IS students' Resilience: Instructors' Perspectives
ERPsim's Effects on Students' Problem-Solving Skills in the Context of Supply Chain Management: A Qualitative Study
Device Agent Assisted Blockchain Leveraged Framework for Internet of Things
- Journals
- DOI reference: 10.1109/ACCESS.2022.3231491
Classification of methods to reduce clinical alarm signals for remote patient monitoring: A critical review
- Book Chapters
- DOI reference: 10.1201/9781003145189-10
A Study into the Impact of Data Breaches of Electronic Health Records
- Conference Proceedings
- DOI reference: 10.1145/3579375.3579415
A Case for Causal Loop Diagrams to Model Electronic Health Records Ecosystems
- Conference Proceedings
- DOI reference: 10.1145/3579375.3579411
A study plan for investigating Smart brush for better oral hygiene in frail elderly
A Systematic Literature Review on the Evaluation of Business Simulation Games Using PRISMA
Instructors' Perceptions of the Development of Work-readiness through Simulations
Effects of Simulation Games on IS students' Work-readiness: Instructors' Perspectives
A Process-Oriented Framework for Regulating Artificial Intelligence Systems
- Book Chapters
- DOI reference: 10.4018/978-1-7998-9016-4.ch005
Business Simulation Games in Higher Education: A Systematic Review of Empirical Research
- Journals
- DOI reference: 10.1155/2022/1578791
Deep learning model to empower student engagement in online synchronous learning environment
- Conference Proceedings
- DOI reference: 10.1109/INDICON56171.2022.10040191
Remote Patient Monitoring for Healthcare: A Big Challenge for Big Data
- Book Chapters
- DOI reference: 10.4018/978-1-6684-3662-2.ch050
Third Party Data Service Providers Can Enhance Patient-Provider Interactions: Insights from a Delphi Study
- Conference Proceedings
- DOI reference: 10.1145/3511616.3513119
Revisiting Social Media in Health Care: A Bakhtinian Carnival Perspective
- Conference Proceedings
- DOI reference: 10.1145/3511616.3513127
Emerging point of care devices and artificial intelligence: Prospects and challenges for public health
- Journals
- DOI reference: 10.1016/j.smhl.2022.100279
Deep Reinforcement-Based Conversational AI Agent in Healthcare System
- Book Chapters
- DOI reference: 10.1007/978-981-19-2416-3_13
A survey on the adoption of blockchain in IoT: challenges and solutions
- Journals
- DOI reference: 10.1016/j.bcra.2021.100006
On the Value of Social Media in Health Care
- Journals
- DOI reference: 10.1007/s41347-020-00182-3
The nature of intelligent analytics
- Book Chapters
- DOI reference: 10.4018/978-1-7998-4963-6.ch001
Only Can AI Understand Me?: Big Data Analytics, Decision Making, and Reasoning
- Book Chapters
- DOI reference: 10.4018/978-1-7998-4963-6.ch003
Understanding the gap between academics and game developers: An analysis of gamasutra blogs
A Secured Real-Time IoMT Application for Monitoring Isolated COVID-19 Patients using Edge Computing
- Conference Proceedings
- DOI reference: 10.1109/TrustCom53373.2021.00167
The Design of a Smartbrush Oral Health Installation for Aged Care Centres in Australia
- Conference Proceedings
- DOI reference: 10.1145/3472813.3473186
An Exploratory Study on the Employers' Perceptions of ICT Graduate work-readiness
The delicate balance of communicational interests: A Bakhtinian view of social media in health care
- Journals
- DOI reference: 10.1108/JICES-06-2020-0071
Melanoma classification using EfficientNets and Ensemble of models with different input resolution
- Conference Proceedings
- DOI reference: 10.1145/3437378.3437396
Open Banking and Electronic Health Records
- Conference Proceedings
- DOI reference: 10.1145/3437378.3437397
Non-invasive Smartphone Use Monitoring to Assess Cognitive Impairment
- Conference Proceedings
- DOI reference: 10.1109/ICCAE51876.2021.9426123
A taxonomy for mHealth
- Book Chapters
- DOI reference: 10.4018/978-1-5225-9863-3.ch040
Blockchain leveraged decentralized IoT eHealth framework
- Journals
- DOI reference: 10.1016/j.iot.2020.100159
Pixel N-Grams Representation for Medical Image Classification
- Book Chapters
- DOI reference: 10.1007/978-981-13-8930-6_2
Online dispute resolution in mediating EHR disputes: a case study on the impact of emotional intelligence
- Journals
- DOI reference: 10.1080/0144929X.2019.1645209
Dynamically Recommending Repositories for Health Data: A Machine Learning Model
- Conference Proceedings
- DOI reference: 10.1145/3373017.3373041
Towards Smart Online Dispute Resolution for Medical Disputes
- Conference Proceedings
- DOI reference: 10.1145/3373017.3373059
Rapid health data repository allocation using predictive machine learning
- Journals
- DOI reference: 10.1177/1460458220957486
Gestalt Based Evaluation of Health Information Diagrams
- Conference Proceedings
- DOI reference: 10.1109/IV51561.2020.00040
Continuous Vital Signs Monitoring: Benefits And Challenges For Real Time Big Data Analyses
A lightweight blockchain based framework for underwater iot
- Journals
- DOI reference: 10.3390/electronics8121552
Criteria to measure social media value in health care settings: Narrative literature review
- Journals
- DOI reference: 10.2196/14684
A Decentralized Patient Agent Controlled Blockchain for Remote Patient Monitoring
- Conference Proceedings
- DOI reference: 10.1109/WiMOB.2019.8923209
Comparing Pixel N-grams and Bag of Visual Word Features for the Classification of Diabetic Retinopathy
- Conference Proceedings
- DOI reference: 10.1145/3290688.3290726
Personalised measures of obesity using waist to height ratios from an Australian health screening program
- Journals
- DOI reference: 10.1177/2055207619844362
An efficient selective miner consensus protocol in blockchain oriented iot smart monitoring
- Conference Proceedings
- DOI reference: 10.1109/ICIT.2019.8754936
Integrating Biological Heuristics and Gene Expression Data for Gene Regulatory Network Inference
- Conference Proceedings
- DOI reference: 10.1145/3290688.3290741
Patient-empowered electronic health records
- Conference Proceedings
- DOI reference: 10.3233/SHTI190637
Are ERP Simulation Games Assisting Students to be Job-Ready? An Australian Universities’ Perspective
Blockchain leveraged task migration in body area sensor networks
- Conference Proceedings
- DOI reference: 10.1109/APCC47188.2019.9026409
Semi-Invasive System for Detecting and Monitoring Dementia Patients
- Conference Proceedings
- DOI reference: 10.1109/I2CT45611.2019.9033587
Comparison of Pixel N-Grams with Histogram, Haralick's features and Bag-of-Visual-Words for Texture Image Classification
- Conference Proceedings
- DOI reference: 10.1109/I2CT.2018.8529815
Supporting regional aged care nursing staff to manage residents' behavioural and psychological symptoms of dementia, in real time, using the nurses' behavioural assistant (NBA): A pilot site ?eEnd-user attitudes' trial
- Conference Proceedings
- DOI reference: 10.3233/978-1-61499-845-7-24
Data analytics to select markers and cut-off values for clinical scoring
- Conference Proceedings
- DOI reference: 10.1145/3167918.3167931
Medical system choice: Information that affects the selection of healthcare provider in Australia?
- Conference Proceedings
- DOI reference: 10.3233/978-1-61499-852-5-596
Approaches for the visualization of health information
- Conference Proceedings
- DOI reference: 10.1145/3167918.3167958
Significance level of a big data query by exploiting business processes and strategies
A patient agent to manage blockchains for remote patient monitoring
- Conference Proceedings
- DOI reference: 10.3233/978-1-61499-914-0-105
Making the invisible visible Stimulating work health and safety-relevant thinking through the use of infographics in construction design
- Journals
- DOI reference: 10.1108/ECAM-07-2016-0174
Continuous Patient Monitoring with a Patient Centric Agent: A Block Architecture
- Journals
- DOI reference: 10.1109/ACCESS.2018.2846779
Exploring reasoning mechanisms in ward rounds: A critical realist multiple case study
- Journals
- DOI reference: 10.1186/s12913-018-3446-6
Framework for Integration of Medical Image and Text-Based Report Retrieval to Support Radiological Diagnosis
Deriving Value from Health 2.0: A Study of Social Media Use in Australian Healthcare Organizations
Atrial Fibrillation Analysis for Real Time Patient Monitoring
- Conference Proceedings
- DOI reference: 10.22489/CinC.2017.118-272
An agile group aware process beyond CRISP-DM: A hospital data mining case study
- Conference Proceedings
- DOI reference: 10.1145/3093241.3093273
Pixel N-grams for mammographic lesion classification
- Conference Proceedings
- DOI reference: 10.1109/CSCITA.2017.8066534
A rule based inference model to establish strategy-process relationship
Efficient route selection in ad hoc on-demand distance vector routing
- Conference Proceedings
- DOI reference: 10.1109/ICCITECHN.2017.8281807
A count data model for heart rate variability forecasting and premature ventricular contraction detection
- Journals
- DOI reference: 10.1007/s11760-017-1103-x
A visual grid to digitally record an Ayurvedic Prakriti assessment; a first step toward integrated electronic health records
- Journals
- DOI reference: 10.1016/j.jtcme.2016.06.005
Discovering interesting association rules from legal databases
- Journals
- DOI reference: 10.1080/13600830220133549
An argumentation-based multi-agent system for e-tourism dialogue
Generic arguments: A framework for supporting online deliberative discourse
Visual character N-grams for classification and retrieval of radiological images
- Journals
- DOI reference: 10.5121/ijma.2014.6204
An argumentation shell for supporting the development and drafting of legal arguments
- Journals
- DOI reference: 10.1080/13600830220133576
Visualizing association rules for feedback within the legal system
- Conference Proceedings
- DOI reference: 10.1145/1047788.1047835
Association rules and multiple variables in complex times series forecasting
Supporting discretionary decision-making with information technology: A case study in the criminal Sentencing jurisdiction
The integration of narrative and argumentation for a scenario-based learning environment in law
- Conference Proceedings
- DOI reference: 10.1145/1165485.1165524
A Tool for Assisting Group Decision-Making for Consensus Outcomes in Organizations
- Book Chapters
- DOI reference: 10.4018/978-1-59140-702-7.ch016
The generic/actual argument model of practical reasoning
- Journals
- DOI reference: 10.1016/j.dss.2004.07.004
An interaction framework for scenario-based three dimensional environments
Knowledge Discovery from Legal Databases - Using neural networks and data mining to build legal decision support systems
Supporting the design OHS process: a knowledge-based system for risk management
Argumentation structures that integrate dialectical and monolectical reasoning
- Journals
- DOI reference: 10.1017/S0269888901000248
A global optimization approach to classification in medical diagnosis and prognosis
An Argument Structure Abstraction for Bayesian Belief Networks: Just Outcomes in On-line Dispute Resolution
Classification for accuracy and insight: A weighted sum approach
Toward Computer Mediated Elicitation of a Community's Core Values for Sustainable Decision Making
Missing Data Imputation for Individualised CVD Diagnostic and Treatment
- Conference Proceedings
- DOI reference: 10.22489/cinc.2016.100-179
Explicit representations of reasoning to support deliberation within groups
ToolSHeD: The development and evaluation of a decision support tool for health and safety in construction design
A study of the use of structured reasoning frameworks for improving students' reasoning quality
AWSum - Applying Data Mining in a Health Care Scenario
- Conference Proceedings
- DOI reference: 10.1109/ISSNIP.2008.4762002
Enhancing learning outcomes with an interactive knowledge-based learning environment providing narrative feedback
- Journals
- DOI reference: 10.1080/10494820802114176
AWSum - Data Mining for Insight
- Conference Proceedings
- DOI reference: 10.1007/978-3-540-88192-6-52
An intelligent learning environment for traditional Chinese Medicine practitioners and students
Re-Consider: The Integration of Online Dispute Resolution and Decision Support Systems
Scalable Continuous Query Architecture for eCommerce and Legal Disputes
Perceptions of façade risks: a preliminary analysis towards presentation of knowledge graphically
Online Group Deliberation for the Elicitation of Shared Values to Underpin Decision Making
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-04941-5_17
Grid-based information retrieval solution for the aggregation of legal datasets in online dispute resolution
Deliberative discourse and reasoning from generic argument structures
- Journals
- DOI reference: 10.1007/s00146-006-0069-y
A classification algorithm that derives weighted sum scores for insight into disease
Inference of Gene Expression Networks using Memetic Gene Expression Programming
Information visualisation for the wicked problem of safe construction design
- Journals
- DOI reference: 10.1080/17452007.2016.1182890
Automatic sleep stage identification: difficulties and possible solutions
Group Structured Reasoning for Coalescing Group Decisions
- Journals
- DOI reference: 10.1007/s10726-009-9162-1
Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a Hybrid of Wrapper-Filter based feature selection
- Conference Proceedings
- DOI reference: 10.1109/ISSNIP.2010.5706769
A Reasoning Framework for decision making in water allocation: a tree for water decisions
Hybrid wrapper-filter approaches for input feature selection using Maximum Relevance-Minimum Redundancy and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA)
The role of emotional intelligence on the resolution of disputes involving the Electronic Health Record
A case for the re-use of community reasoning
- Book Chapters
- DOI reference: 10.4018/978-1-60960-091-4.ch013
A reasoning community perspective on deliberative democracy
- Book Chapters
- DOI reference: 10.4018/978-1-60960-091-4.ch006
Does the Delphi process lead to increased accuracy in group-based judgmental forecasts or does it simply induce consensus amongst judgmental forecasters?
- Journals
- DOI reference: 10.1016/j.techfore.2011.06.002
Fault-tolerant Data Aggregation Scheme for Monitoring of Critical Events in Grid based Healthcare Sensor Networks
Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-32541-0_13
Approaches for community decision making and collective reasoning: Knowledge technology support
- Book
- DOI reference: 10.4018/978-1-4666-1818-3
Empirical study of decision trees and ensemble classifiers for monitoring of diabetes patients in pervasive healthcare
- Conference Proceedings
- DOI reference: 10.1109/NBiS.2012.20
Data mining Traditional Chinese Medicine (TCM): Lessons learnt from mining in law and allopathic medicine
- Conference Proceedings
- DOI reference: 10.1109/HealthCom.2012.6380063
Empirical investigation of consensus clustering for large ECG data sets
- Conference Proceedings
- DOI reference: 10.1109/CBMS.2012.6266364
Empirical investigation of multi-tier ensembles for the detection of cardiac autonomic neuropathy using subsets of the ewing features
High definition 3D telemedicine: The next frontier?
- Conference Proceedings
- DOI reference: 10.3233/978-1-61499-152-6-133
A comparison of machine learning algorithms for multilabel classification of can
Insights from jurisprudence for machine learning in law
- Book Chapters
- DOI reference: 10.4018/978-1-4666-1833-6.ch006
Fault-Tolerant Energy-Efficient Priority-Based Routing Scheme for the Multisink Healthcare Sensor Network
Water Allocation Argument Tree (WAAT): A tool for facilitating public participation in water allocation decisions
An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy
- Journals
- DOI reference: 10.1016/j.artmed.2013.04.007
Predicting cardiac autonomic neuropathy category for diabetic data with missing values
- Journals
- DOI reference: 10.1016/j.compbiomed.2013.07.002
Multivariate Data-Driven Decision Guidance for clinical scientists
- Conference Proceedings
- DOI reference: 10.1109/ICDEW.2013.6547449
Improving classifications for cardiac autonomic neuropathy using multi-level ensemble classifiers and feature selection based on random forest
Association of ankle brachial pressure index with heart rate variability in a rural screening clinic
Capped K-NN Editing in Definition Lacking Environments
- Journals
- DOI reference: 10.13176/11.465
A taxonomy for mHealth
- Book Chapters
- DOI reference: 10.4018/978-1-5225-0920-2.ch036
Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes
- Journals
- DOI reference: 10.4018/ijdwm.2013100101
A participatory information management framework for patient centred care of autism spectrum disorder
Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football
- Journals
- DOI reference: 10.1016/j.asoc.2013.08.010
Real-time Self-stabilizing Scheme for the Localization of Faults in Wireless Sensor Networks
Energy-efficient priority-based routing scheme for the healthcare wireless sensor networks
Technologies for Supporting Reasoning Communities and Collaborative Decision Making: Cooperative Approaches
- Book
- DOI reference: 10.4018/978-1-60960-091-4
Hybrid wrapper-filter approaches for input feature selection using maximum relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA)
- Conference Proceedings
- DOI reference: 10.1109/NSS.2010.7
Coalescing medical systems: A challenge for health informatics in a global world
- Conference Proceedings
- DOI reference: 10.3233/978-1-60750-659-1-159
Performance evaluation of the dependable properties of a body area wireless sensor network
- Conference Proceedings
- DOI reference: 10.1109/ICROIT.2014.6798319
Decision trees and multi-level ensemble classifiers for neurological diagnostics
- Journals
- DOI reference: 10.3934/medsci2014.1.1
Australia's Under-Utilised Bioenergy Resources
- Journals
- DOI reference: 10.1007/s12649-013-9247-6
Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction
- Journals
- DOI reference: 10.1007/s00521-014-1631-z
A scalable cloud Platform for Active healthcare monitoring applications
- Conference Proceedings
- DOI reference: 10.1109/IC3e.2014.7081248
Teleconsultation and telediagnosis for oral health assessment: An australian perspective
- Book Chapters
- DOI reference: 10.1007/978-3-319-08973-7_10
A model for the introduction of Ayurvedic and Allopathic electronic health records in Sri Lanka
- Conference Proceedings
- DOI reference: 10.1109/ISTAS.2016.7764050
Informatics to support patient choice between diverse medical systems
- Conference Proceedings
- DOI reference: 10.1109/HealthCom.2014.7001823
AppA: Assistive patient monitoring cloud platform for active healthcare applications
- Conference Proceedings
- DOI reference: 10.1145/2701126.2701224
Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case
- Journals
- DOI reference: 10.3127/ajis.v19i0.1183
Attitudes towards and use of homoeoprophylaxis: Findings of two international surveys
Cost-analysis of teledentistry in residential aged care facilities
- Journals
- DOI reference: 10.1177/1357633X15608991
Data-analytically derived flexible HbA1c thresholds for type 2 diabetes mellitus diagnostic
- Journals
- DOI reference: 10.5430/air.v5n1p111
Diagnostic with incomplete nominal/discrete data
- Journals
- DOI reference: 10.5430/air.v4n1p22
Data analytics identify glycated haemoglobin co-markers for type 2 diabetes mellitus diagnosis
- Journals
- DOI reference: 10.1016/j.compbiomed.2016.05.005
Group decision making in health care: A case study of multidisciplinary meetings
- Journals
- DOI reference: 10.1080/12460125.2016.1187388
A Genetic Algorithm-Neural Network Wrapper Approach for Bundle Branch Block Detection
Business context in big data analytics
- Conference Proceedings
- DOI reference: 10.1109/ICICS.2015.7459846
A Heuristic Gene Regulatory Networks Model for Cardiac Function and Pathology
Remote Monitoring and Mobile Apps
- Book Chapters
- DOI reference: 10.1007/978-3-319-25973-4_16
ECG Reduction for Wearable Sensor
- Conference Proceedings
- DOI reference: 10.1109/SITIS.2016.88
Texture image classification using pixel N-grams
- Conference Proceedings
- DOI reference: 10.1109/SIPROCESS.2016.7888239
Teleconsultation/telediagnosis using teledentistry technology: A pilot feasibility study
Preface - Technologies for Supporting Reasoning Communities and Collaborative Decision-Making
- Book Chapters
- DOI reference: 10.4018/978-1-60960-091-4
Tools for world wide web based legal decision support systems
- Conference Proceedings
- DOI reference: 10.1145/383535.383559
