Uwe Aickelin
Orcid: 0000-0002-2679-2275Affiliations:
- University of Melbourne, School of Computing and Information Systems, Australia
According to our database1,
Uwe Aickelin
authored at least 303 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
Optimised deep k-nearest neighbour's based diabetic retinopathy diagnosis(ODeep-NN) using retinal images.
Health Inf. Sci. Syst., December, 2024
A Lightweight-Window-Portion-Based Multiple Imputation for Extreme Missing Gaps in IoT Systems.
IEEE Internet Things J., February, 2024
Diagnostic clinical decision support based on deep learning and knowledge-based systems for psoriasis: From diagnosis to treatment options.
Comput. Ind. Eng., January, 2024
Identification of Patient Ventilator Asynchrony in Physiological Data Through Integrating Machine-Learning.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
A Diversity-Based Synthetic Oversampling Using Clustering for Handling Extreme Imbalance.
SN Comput. Sci., November, 2023
A deep reinforcement learning hyper-heuristic with feature fusion for online packing problems.
Expert Syst. Appl., November, 2023
Artif. Intell., November, 2023
Time-sensitive cancellation refund in advance booking: Effect of online-to-offline marketing policy.
Comput. Ind. Eng., September, 2023
A decision modeling approach for smart e-tourism data management applications based on spherical fuzzy rough environment.
Appl. Soft Comput., August, 2023
Comput. Chem. Eng., February, 2023
Guest Editorial Special Issue on Multiobjective Evolutionary Optimization in Machine Learning.
IEEE Trans. Evol. Comput., 2023
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions.
ACM Comput. Surv., 2023
ACM Comput. Surv., 2023
Survey on Leveraging Uncertainty Estimation Towards Trustworthy Deep Neural Networks: The Case of Reject Option and Post-training Processing.
CoRR, 2023
On the tightness of information-theoretic bounds on generalization error of learning algorithms.
CoRR, 2023
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
An Uncertainty-Accuracy-Based Score Function for Wrapper Methods in Feature Selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Capturing prediction uncertainty in upstream cell culture models using conformal prediction and Gaussian processes.
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023
2022
A hybrid projection method for resource-constrained project scheduling problem under uncertainty.
Neural Comput. Appl., 2022
Rise of multiattribute decision-making in combating COVID-19: A systematic review of the state-of-the-art literature.
Int. J. Intell. Syst., 2022
IEEE Intell. Syst., 2022
Expert Syst. Appl., 2022
Integration of fuzzy-weighted zero-inconsistency and fuzzy decision by opinion score methods under a q-rung orthopair environment: A distribution case study of COVID-19 vaccine doses.
Comput. Stand. Interfaces, 2022
Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data.
CoRR, 2022
CoRR, 2022
An Information-Theoretic Analysis for Transfer Learning: Error Bounds and Applications.
CoRR, 2022
On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis.
CoRR, 2022
A cooperative robust human resource allocation problem for healthcare systems for disaster management.
Comput. Ind. Eng., 2022
Proceedings of the IEEE Information Theory Workshop, 2022
Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced Data.
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022
Early Detection and Classification of Patient-Ventilator Asynchrony Using Machine Learning.
Proceedings of the Artificial Intelligence in Medicine, 2022
2021
Multicriteria group decision-making under uncertainty using interval data and cloud models.
J. Oper. Res. Soc., 2021
Inf. Sci., 2021
A hybrid medical text classification framework: Integrating attentive rule construction and neural network.
Neurocomputing, 2021
Health Inf. Sci. Syst., 2021
A hybrid pricing and cutting approach for the multi-shift full truckload vehicle routing problem.
Eur. J. Oper. Res., 2021
Software Engineering for Blockchain Based Software Systems: Foundations, Survey, and Future Directions.
CoRR, 2021
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning.
CoRR, 2021
Multi-perspectives systematic review on the applications of sentiment analysis for vaccine hesitancy.
Comput. Biol. Medicine, 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021
Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021
Proceedings of the Artificial Intelligence in Medicine, 2021
On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models.
Proceedings of the ACSW '21: 2021 Australasian Computer Science Week Multiconference, 2021
Handling uncertainty using features from pathology: opportunities in primary care data for developing high risk cancer survival methods.
Proceedings of the ACSW '21: 2021 Australasian Computer Science Week Multiconference, 2021
Collaborative Human-ML Decision Making Using Experts' Privileged Information Under Uncertainty.
Proceedings of the AAAI 2021 Fall Symposium on Human Partnership with Medical AI: Design, 2021
2020
Uncertainty measures for probabilistic hesitant fuzzy sets in multiple criteria decision making.
Int. J. Intell. Syst., 2020
CoRR, 2020
Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values.
CoRR, 2020
Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing and Word-vector Models.
CoRR, 2020
Higher order hesitant fuzzy Choquet integral operator and its application to multiple criteria decision making.
CoRR, 2020
Synthetic Over-sampling with the Minority and Majority classes for imbalance problems.
CoRR, 2020
An interval-based aggregation approach based on Bagging and Interval Agreement Approach in ensemble learning.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Imputation techniques on missing values in breast cancer treatment and fertility data.
Health Inf. Sci. Syst., 2019
Multi-objective semi-supervised clustering to identify health service patterns for injured patients.
Health Inf. Sci. Syst., 2019
Regular Expression Based Medical Text Classification Using Constructive Heuristic Approach.
IEEE Access, 2019
Retrieving and ranking short medical questions with two stages neural matching model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Using simulation to incorporate dynamic criteria into multiple criteria decision-making.
J. Oper. Res. Soc., 2018
Proceedings of the IEEE International Conference on Teaching, 2018
2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
THCluster: Herb supplements categorization for precision traditional Chinese medicine.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
ACM Trans. Internet Techn., 2016
Simulating user learning in authoritative technology adoption: An agent based model for council-led smart meter deployment planning in the UK.
CoRR, 2016
CoRR, 2016
CoRR, 2016
Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence.
CoRR, 2016
Modelling cyber-security experts' decision making processes using aggregation operators.
Comput. Secur., 2016
Refining adverse drug reaction signals by incorporating interaction variables identified using emergent pattern mining.
Comput. Biol. Medicine, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016
Exploring differences in interpretation of words essential in medical expert-patient communication.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
2015
A supervised adverse drug reaction signalling framework imitating Bradford Hill's causality considerations.
J. Biomed. Informatics, 2015
CoRR, 2015
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Identifying Candidate Risk Factors for Prescription Drug Side Effects Using Causal Contrast Set Mining.
Proceedings of the Health Information Science - 4th International Conference, 2015
An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
2014
IEEE J. Biomed. Health Informatics, 2014
J. Exp. Theor. Artif. Intell., 2014
CoRR, 2014
CoRR, 2014
Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database.
CoRR, 2014
Comparing Stochastic Differential Equations and Agent-Based Modelling and Simulation for Early-stage Cancer.
CoRR, 2014
Variability of Behaviour in Electricity Load Profile Clustering; Who Does Things at the Same Time Each Day?
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Refining Adverse Drug Reactions Using Association Rule Mining for Electronic Healthcare Data.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Incorporating Spontaneous Reporting System Data to Aid Causal Inference in Longitudinal Healthcare Data.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Tuning a multiple classifier system for side effect discovery using genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Comparison of algorithms that detect drug side effects using electronic healthcare databases.
Soft Comput., 2013
Wavelet feature extraction and genetic algorithm for biomarker detection in colorectal cancer data.
Knowl. Based Syst., 2013
Int. J. Secur. Softw. Eng., 2013
CoRR, 2013
A Three-Dimensional Model of Residential Energy Consumer Archetypes for Local Energy Policy Design in the UK.
CoRR, 2013
CoRR, 2013
Scenario Analysis, Decision Trees and Simulation for Cost Benefit Analysis of the Cargo Screening Process.
CoRR, 2013
Towards modelling cost and risks of infrequent events in the cargo screening process.
CoRR, 2013
Investigating the Detection of Adverse Drug Events in a UK General Practice Electronic Health-Care Database.
CoRR, 2013
Modelling Reactive and Proactive Behaviour in Simulation: A Case Study in a University Organisation.
CoRR, 2013
CoRR, 2013
Examining the Classification Accuracy of TSVMs with ?Feature Selection in Comparison with the GLAD Algorithm.
CoRR, 2013
Creating Personalised Energy Plans. From Groups to Individuals using Fuzzy C Means Clustering.
CoRR, 2013
Finding the creatures of habit; Clustering households based on their flexibility in using electricity.
CoRR, 2013
The Application of a Data Mining Framework to Energy Usage Profiling in Domestic Residences using UK data.
CoRR, 2013
Performance Measurement Under Increasing Environmental Uncertainty In The Context of Interval Type-2 Fuzzy Logic Based Robotic Sailing.
CoRR, 2013
Investigating the effectiveness of Variance Reduction Techniques in Manufacturing, Call Center and Cross-docking Discrete Event Simulation Models.
CoRR, 2013
Investigating mathematical models of immuno-interactions with early-stage cancer under an agent-based modelling perspective.
BMC Bioinform., 2013
Biosyst., 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2013, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012
Supervised learning and anti-learning of colorectal cancer classes and survival rates from cellular biology parameters.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the Artificial Immune Systems - 11th International Conference, 2012
An investigation into the relationship between type-2 FOU size and environmental uncertainty in robotic control.
Proceedings of the FUZZ-IEEE 2012, 2012
Biomarker Clustering of Colorectal Cancer Data to Complement Clinical Classification.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
Variance In System Dynamics And Agent Based Modelling Using The SIR Model Of Infectious Disease.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Proceedings of the Biologically Inspired Networking and Sensing, 2012
2011
Towards the development of a simulator for investigating the impact of people management practices on retail performance.
J. Simulation, 2011
J. Artif. Soc. Soc. Simul., 2011
Comparing System Dynamics and Agent-Based Simulation for Tumour Growth and its Interactions with Effector Cells
CoRR, 2011
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011
Proceedings of the FUZZ-IEEE 2011, 2011
2010
Simul., 2010
Inf. Fusion, 2010
Detecting Anomalous Process Behaviour Using Second Generation Artificial Immune Systems.
Int. J. Unconv. Comput., 2010
Real-world transfer of evolved artificial immune system behaviours between small and large scale robotic platforms.
Evol. Intell., 2010
The Use of Probabilistic Systems to Mimic the Behaviour of Idiotypic AIS Robot Controllers
CoRR, 2010
The DCA:SOMe Comparison A comparative study between two biologically-inspired algorithms
CoRR, 2010
System Dynamics Modelling of the Processes Involving the Maintenance of the Naive T Cell Repertoire
CoRR, 2010
CoRR, 2010
PCA 4 DCA: The Application Of Principal Component Analysis To The Dendritic Cell Algorithm
CoRR, 2010
Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomoly Detection
CoRR, 2010
Mimicking the Behaviour of Idiotypic AIS Robot Controllers Using Probabilistic Systems
CoRR, 2010
Malicious Code Execution Detection and Response Immune System inspired by the Danger Theory
CoRR, 2010
Investigating Output Accuracy for a Discrete Event Simulation Model and an Agent Based Simulation Model
CoRR, 2010
Detecting Danger: Applying a Novel Immunological Concept to Intrusion Detection Systems
CoRR, 2010
Comparing Simulation Output Accuracy of Discrete Event and Agent Based Models: A Quantitive Approach
CoRR, 2010
Two-timescale learning using idiotypic behaviour mediation for a navigating mobile robot.
Appl. Soft Comput., 2010
Proceedings of the SummerSim '10, 2010
Can Background Baroque Music Help to Improve the Memorability of Graphical Passwords?
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010
Proceedings of the 2010 International Conference on CyberWorlds, 2010
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010
2009
Proceedings of the Human-Centric Information Processing Through Granular Modelling, 2009
IEEE Trans. Evol. Comput., 2009
A Component-Based Heuristic Search Method with Evolutionary Eliminations for Hospital Personnel Scheduling.
INFORMS J. Comput., 2009
Int. J. Simul. Process. Model., 2009
CoRR, 2009
CoRR, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Artificial Immune Systems, 8th International Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Integrating real-time analysis with the dendritic cell algorithm through segmentation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms.
Proceedings of the Artifical Evolution, 2009
2008
The DCA: SOMe comparison - A comparative study between two biologically inspired algorithms.
Evol. Intell., 2008
A Component Based Heuristic Search method with Adaptive Perturbations for Hospital Personnel Scheduling
CoRR, 2008
On the Application of Hierarchical Coevolutionary Genetic Algorithms: Recombination and Evaluation Partners
CoRR, 2008
An Investigation of the Sequential Sampling Method for Crossdocking Simulation Output Variance Reduction
CoRR, 2008
Exploiting problem structure in a genetic algorithm approach to a nurse rostering problem
CoRR, 2008
CoRR, 2008
Investigating Artificial Immune Systems For Job Shop Rescheduling In Changing Environments
CoRR, 2008
On the Effects of Idiotypic Interactions for Recommendation Communities in Artificial Immune Systems
CoRR, 2008
A Pyramidal Evolutionary Algorithm with Different Inter-Agent Partnering Strategies for Scheduling Problems
CoRR, 2008
Proceedings of the Second International Conference on Emerging Security Information, 2008
Proceedings of the Information Systems Security, 4th International Conference, 2008
Genetic-algorithm Seeding of Idiotypic Networks for Mobile-robot Navigation.
Proceedings of the ICINCO 2008, 2008
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008
Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows.
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the The Third International Conference on Availability, 2008
2007
IEEE Trans. Syst. Man Cybern. Part B, 2007
An estimation of distribution algorithm with intelligent local search for rule-based nurse rostering.
J. Oper. Res. Soc., 2007
Inf. Secur. Tech. Rep., 2007
Int. J. Electron. Secur. Digit. Forensics, 2007
Proceedings of the Winter Simulation Conference, 2007
Proceedings of the Information Security Applications, 8th International Workshop, 2007
Proceedings of the 2007 Summer Computer Simulation Conference, 2007
Proceedings of the Artificial Immune Systems, 6th International Conference, 2007
Proceedings of the Artificial Immune Systems, 6th International Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Progress in Artificial Life, Third Australian Conference, 2007
2006
Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Artificial Immune Systems, 5th International Conference, 2006
Proceedings of the Artificial Immune Systems, 5th International Conference, 2006
Proceedings of the Artificial Immune Systems, 5th International Conference, 2006
Anomaly Detection Using the Dempster-Shafer Method.
Proceedings of the 2006 International Conference on Data Mining, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
J. Math. Model. Algorithms, 2005
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005
Cooperative Automated Worm Response and Detection ImmuNe ALgorithm(CARDINAL) Inspired by T-Cell Immunity and Tolerance.
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005
Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection.
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005
2004
Comput. Oper. Res., 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Artificial Immune Systems, Third International Conference, 2004
2003
Proceedings of the Artificial Immune Systems, Second International Conference, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem.
J. Heuristics, 2002
Partnering Strategies For Fitness Evaluation In A Pyramidal Evolutionary Algorithm.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002