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Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge


May 04, 2021
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu

* Paper accepted to ISIT2021 

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Handling uncertainty using features from pathology: opportunities in primary care data for developing high risk cancer survival methods


Dec 17, 2020
Goce Ristanoski, Jon Emery, Javiera Martinez-Gutierrez, Damien Mccarthy, Uwe Aickelin

* 14th Australasian Conference on Health Informatics and Knowledge Management HIKM 2021 

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On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models


Dec 15, 2020
Yuxuan, Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Aditi Nevgi, Elif Ekinci

* 14th Australasian Conference on Health Informatics and Knowledge Management HIKM 2021 

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A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning


Dec 15, 2020
Mansoureh Maadia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

* The Australasian Data Mining Conference 2020 

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Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming


Dec 04, 2020
J Liu, R Bai, Z Lu, P Ge, D Liu, Uwe Aickelin

* 2020 IEEE Congress on Evolutionary Computation (CEC) 

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Similarity measure for aggregated fuzzy numbers from interval-valued data


Dec 04, 2020
Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

* Soft Computing Letters, 100002 

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Machine learning with incomplete datasets using multi-objective optimization models


Dec 04, 2020
Hadi A. Khorshidi, Michael Kirley, Uwe Aickelin

* 2020 International Joint Conference on Neural Networks (IJCNN) 

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Methods of ranking for aggregated fuzzy numbers from interval-valued data


Dec 03, 2020
Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

* 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 

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A Hybrid Pricing and Cutting Approach for the Multi-Shift Full Truckload Vehicle Routing Problem


Dec 03, 2020
Ning Xue, Ruibin Bai, Rong Qu, Uwe Aickelin

* European Journal of Operational Research, 2020 

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Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values


Dec 01, 2020
Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate

* Artificial Intelligence: Applications in Healthcare Delivery, chapter 13 

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Multicriteria Group Decision-Making Under Uncertainty Using Interval Data and Cloud Models


Dec 01, 2020
Hadi A. Khorshidi, Uwe Aickelin

* Journal of the Operational Research Society, 2020 

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Higher order hesitant fuzzy Choquet integral operator and its application to multiple criteria decision making


Nov 16, 2020
B Farhadinia, Uwe Aickelin, HA Khorshidi

* Iranian Journal of Fuzzy Systems, Volume, 2002, Issue 5687 

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Uncertainty measures for probabilistic hesitant fuzzy sets in multiple criteria decision making


Nov 16, 2020
Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

* International Journal of Intelligent Systems 

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Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing and Word-vector Models


Nov 16, 2020
Chaofan Tu, Ruibin Bai, Zheng Lu, Uwe Aickelin, Peiming Ge, Jianshuang Zhao

* 9th Multidisciplinary International Conference on Scheduling : Theory and Applications (MISTA 2019) 12-15 December 2019, Ningbo, China 

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Retrieving and ranking short medical questions with two stages neural matching model


Nov 16, 2020
Xiang Li, Xinyu Fu, Zheng Lu, Ruibin Bai, Uwe Aickelin, Peiming Ge, Gong Liu

* 2019 IEEE Congress on Evolutionary Computation (CEC),Pages 873-879 

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Multi-objective semi-supervised clustering to identify health service patterns for injured patients


Nov 16, 2020
Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Gholamreza Haffari, Behrooz Hassani-Mahmooei

* Health information science and systems, Volume 7, Issue 1 

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Imputation techniques on missing values in breast cancer treatment and fertility data


Nov 16, 2020
Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate

* Health Information Science and Systems, Volume 7, Issue 1 

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Teaching Key Machine Learning Principles Using Anti-learning Datasets


Nov 16, 2020
Chris Roadknight, Prapa Rattadilok, Uwe Aickelin

* 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Pages 960-964 

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Using simulation to incorporate dynamic criteria into multiple criteria decision-making


Nov 16, 2020
Uwe Aickelin, Jenna Marie Reps, Peer-Olaf Siebers, Peng Li

* Journal of the Operational Research Society, Volume 69, Issue 7, Pages 1021-1032 

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Fuzzy C-means-based scenario bundling for stochastic service network design


Nov 16, 2020
Xiaoping Jiang, Ruibin Bai, Dario Landa-Silva, Uwe Aickelin

* 2017 IEEE Symposium on Computational Intelligence (IEEE-SSCI 2017) 

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Measuring agreement on linguistic expressions in medical treatment scenarios


Nov 16, 2020
J Navrro, C Wagner, Uwe Aickelin, L Green, R Ashford

* IEEE Symposium on Computational Intelligence, 6-9 Dec 2016, Athens, Greece 

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Synthetic Over-sampling with the Minority and Majority classes for imbalance problems


Nov 09, 2020
Hadi A. Khorshidi, Uwe Aickelin

* This work has been submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) for possible publication 

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Information-theoretic analysis for transfer learning


May 19, 2020
Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu

* Accepted paper in 2020 IEEE International Symposium on Information Theory (ISIT) 

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CRNN: A Joint Neural Network for Redundancy Detection


Jun 04, 2017
Xinyu Fu, Eugene Ch'ng, Uwe Aickelin, Simon See

* Conference paper accepted at IEEE SMARTCOMP 2017, Hong Kong 

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Measuring Player's Behaviour Change over Time in Public Goods Game


Sep 09, 2016
Polla Fattah, Uwe Aickelin, Christian Wagner

* SAI Intelligent Systems Conference 2016 London, 2016 

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Modelling Cyber-Security Experts' Decision Making Processes using Aggregation Operators


Aug 30, 2016
Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi

* Computers and Security, Volume 62, September 2016, Pages 229-245 

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Self-Organising Maps in Computer Security


Aug 05, 2016
Jan Feyereisl, Uwe Aickelin

* pp. 1-30, Computer Security: Intrusion, Detection and Prevention, 2009 

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Supervised Adverse Drug Reaction Signalling Framework Imitating Bradford Hill's Causality Considerations


Jul 21, 2016
Jenna Marie Reps, Jonathan M. Garibaldi, Uwe Aickelin, Jack E. Gibson, Richard B. Hubbard

* Journal of Biomedical Informatics, 56 , pp. 356-368, 2015 

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An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates


Jul 21, 2016
Christopher Roadknight, Durga Suryanarayanan, Uwe Aickelin, John Scholefield, Lindy Durrant

* IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015), pp. 1-8, 2015. arXiv admin note: text overlap with arXiv:1307.1599, arXiv:1409.0788 

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Exploring Differences in Interpretation of Words Essential in Medical Expert-Patient Communication


Jul 21, 2016
Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford

* IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016), 24-29 July 2016, Vancouver, Canada, 2016 

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