UA
Uwe Aickelin
cs.AIcs.NEcs.CEcs.LGcs.CRcs.MAcs.CYcs.ROAlgorithmscs.IT
On Valency
published · living versionsW_9j6gvjaq·v1 · currentpublished
Dynamic Dual-Feedback Conformal Inference for Time Series Forecasting
with Songlin Du, Ling Luo
1 version
Preprints & journals
273 papers in the corpus · 2007–2026Dynamic Dual-Feedback Conformal Inference for Time Series Forecasting2610.26987v1 · Songlin Du, Ling Luo, Uwe Aickelin2026 · 0 citationsarXivon Valency
Efficient Test-Time Scaling for LLM-based Time Series Forecasting2608.08675v1 · Xuan-May Le, Minh-Tuan Tran, Ling Luo et al.2026 · 0 citationsarXiv
Addressing Small Data Challenges in Biopharmaceutical Development and Manufacturing: A Mini Review of Multi-Fidelity Techniques.42003014 · Golzarijalal, Mohammad, Aickelin, Uwe, Otte, Ellen2026 · 2 citationsBiotechnology and bioengineering. 2026;123(6):1465-1480
Softmax is not Enough (for Adaptive Conformal Classification)2602.19498v1 · Navid Akhavan Attar, Hesam Asadollahzadeh, Ling Luo et al.2026 · 0 citationsarXiv
Retraction notice to "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".42558926 · Albahri, A S, Albahri, O S, Zaidan, A A et al.2026 · 0 citationsComputer standards & interfaces. 2026;97:104124
Breathing Cycle-Aware Segmentation for Patient-Ventilator Asynchrony Detection.41359707 · Wang, Jinxi, Luo, Ling, Aickelin, Uwe et al.2025 · 2 citationsIEEE journal of biomedical and health informatics. 2025;29(12):8655-8662
Development of a Machine Learning Model for Predicting Treatment-Related Amenorrhea in Young Women with Breast Cancer.41301127 · Song, Long, Edib, Zobaida, Aickelin, Uwe et al.2025 · 1 citationBioengineering (Basel, Switzerland). 2025;12(11)
Developing interpretable machine learning models to predict length of stay and disposition decision for adult patients in emergency departments.40578849 · Song, Long, Aickelin, Uwe, Fazio, Timothy N et al.2025 · 4 citationsBMJ health & care informatics. 2025;32(1)
Dynamical Label Augmentation and Calibration for Noisy Electronic Health Records2505.07320v2 · Yuhao Li, Ling Luo, Uwe Aickelin2025 · 0 citationsarXiv
SHIP: A Shapelet-based Approach for Interpretable Patient-Ventilator Asynchrony Detection2503.06571v2 · Xuan-May Le, Ling Luo, Uwe Aickelin et al.2025 · 2 citationsarXiv
A review on over-sampling techniques in classification of multi-class imbalanced datasets: insights for medical problems.39131184 · Yang, Yuxuan, Khorshidi, Hadi Akbarzadeh, Aickelin, Uwe2024 · 83 citationsFrontiers in digital health. 2024;6:1430245
ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification2405.14608v1 · Xuan-May Le, Ling Luo, Uwe Aickelin et al.2024 · 43 citationsarXiv
Optimised deep k-nearest neighbour's based diabetic retinopathy diagnosis(ODeep-NN) using retinal images.38469456 · Hans, Rahul, Sharma, Sanjeev Kumar, Aickelin, Uwe2025 · 1 citationHealth information science and systems. 2024;12(1):23
Evaluation of the Early Intervention Physiotherapist Framework for Injured Workers in Victoria, Australia: Data Analysis Follow-Up.37570445 · Akbarzadeh Khorshidi, Hadi, Aickelin, Uwe, de Silva, Andrea2023 · 1 citationHealthcare (Basel, Switzerland). 2023;11(15)
Survey on Leveraging Uncertainty Estimation Towards Trustworthy Deep Neural Networks: The Case of Reject Option and Post-training Processing2304.04906v1 · Mehedi Hasan, Moloud Abdar, Abbas Khosravi et al.2023 · 9 citationsarXiv
Fast Rate Information-theoretic Bounds on Generalization Errors2303.14658v3 · Xuetong Wu, Jonathan H. Manton, Uwe Aickelin et al.2023 · 2 citationsarXiv
Corrigendum to "Novel dynamic fuzzy Decision-Making framework for COVID-19 vaccine dose recipients" [J. Adv. Res. 37 (2022) 147-168].36849218 · Albahri, O S, Zaidan, A A, Albahri, A S et al.2023 · 2 citationsJournal of advanced research. 2023;45:193
Energy valley optimizer: a novel metaheuristic algorithm for global and engineering optimization.36604589 · Azizi, Mahdi, Aickelin, Uwe, A Khorshidi, Hadi et al.2023 · 308 citationsScientific reports. 2023;13(1):226
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling2211.14492v2 · Yuan Sun, Su Nguyen, Dhananjay Thiruvady et al.2022 · 10 citationsarXiv
Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data2211.14493v1 · Yuan Sun, Winton Nathan-Roberts, Tien Dung Pham et al.2022 · 4 citationsarXiv
On the Generalization for Transfer Learning: An Information-Theoretic Analysis2207.05377v2 · Xuetong Wu, Jonathan H. Manton, Uwe Aickelin et al.2022 · 11 citationsarXiv
On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models2205.04641v2 · Xuetong Wu, Mingming Gong, Jonathan H. Manton et al.2022 · 0 citationsarXiv
Fast Rate Generalization Error Bounds: Variations on a Theme2205.03131v2 · Xuetong Wu, Jonathan H. Manton, Uwe Aickelin et al.2022 · 7 citationsarXiv
Multi-objective Semi-supervised Clustering for Finding Predictive Clusters2201.10764v1 · Zahra Ghasemi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin2022 · 5 citationsarXiv
Shape and size optimization of truss structures by Chaos game optimization considering frequency constraints.36328756 · Azizi, Mahdi, Aickelin, Uwe, Khorshidi, Hadi A et al.2022 · 59 citationsJournal of advanced research. 2022;41:89-100
Multi-perspectives systematic review on the applications of sentiment analysis for vaccine hesitancy.34735945 · Alamoodi, A H, Zaidan, B B, Al-Masawa, Maimonah et al.2021 · 58 citationsComputers in biology and medicine. 2021;139:104957
Rise of multiattribute decision-making in combating COVID-19: A systematic review of the state-of-the-art literature.38607836 · Alsalem, Mohammed Assim, Mohammed, Rawia, Albahri, Osamah Shihab et al.2024 · 94 citationsInternational journal of intelligent systems. 2022;37(6):3514-3624
A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms2109.01377v2 · Xuetong Wu, Jonathan H. Manton, Uwe Aickelin et al.2021 · 20 citationsarXiv
A hybrid mathematical modelling approach for energy generation from hazardous waste during the COVID-19 pandemic.34608356 · Valizadeh, Jaber, Aghdamigargari, Mehri, Jamali, Ali et al.2024 · 36 citationsJournal of cleaner production. 2021;315:128157
Guest Editorial: Special issue on "Artificial Intelligence in Health Informatics".34194729 · Siuly, Siuly, Aickelin, Uwe, Kabir, Enamul et al.2022 · 2 citationsHealth information science and systems. 2021;9(1):23
Engineering Blockchain Based Software Systems: Foundations, Survey, and Future Directions2105.01881v2 · Mahdi Fahmideh, John Grundy, Aakash Ahmed et al.2021 · 47 citationsarXiv
Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge2105.01445v1 · Xuetong Wu, Jonathan H. Manton, Uwe Aickelin et al.2021 · 14 citationsarXiv
A Review on Human-AI Interaction in Machine Learning and Insights for Medical Applications.33671609 · Maadi, Mansoureh, Akbarzadeh Khorshidi, Hadi, Aickelin, Uwe2021 · 117 citationsInternational journal of environmental research and public health. 2021;18(4)
Handling uncertainty using features from pathology: opportunities in primary care data for developing high risk cancer survival methods2012.09976v1 · Goce Ristanoski, Jon Emery, Javiera Martinez-Gutierrez et al.2020 · 1 citationarXiv
On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models2012.09645v1 · Yuxuan (Diana) Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin et al.2020 · 8 citationsarXiv
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning2101.10267v1 · Mansoureh Maadia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi2020 · 0 citationsarXiv
Similarity measure for aggregated fuzzy numbers from interval-valued data2012.03721v1 · Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin2020 · 9 citationsarXiv
Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming2012.07515v1 · J Liu, R Bai, Z Lu et al.2020 · 16 citationsarXiv
Machine learning with incomplete datasets using multi-objective optimization models2012.13352v1 · Hadi A. Khorshidi, Michael Kirley, Uwe Aickelin2020 · 12 citationsarXiv
Methods of ranking for aggregated fuzzy numbers from interval-valued data2012.02194v1 · Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin2020 · 0 citationsarXiv
A Hybrid Pricing and Cutting Approach for the Multi-Shift Full Truckload Vehicle Routing Problem2012.06538v1 · Ning Xue, Ruibin Bai, Rong Qu et al.2020 · 25 citationsarXiv
Multicriteria Group Decision-Making Under Uncertainty Using Interval Data and Cloud Models2012.01569v1 · Hadi A. Khorshidi, Uwe Aickelin2020 · 26 citationsarXiv
Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values2012.01974v1 · Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin et al.2020 · 1 citationarXiv
THCluster: herb supplements categorization for precision traditional Chinese medicine2011.11396v1 · Chunyang Ruan, Ye Wang, Yanchun Zhang et al.2020 · 16 citationsarXiv
Measuring agreement on linguistic expressions in medical treatment scenarios2011.07693v1 · J Navrro, C Wagner, Uwe Aickelin et al.2020 · 7 citationsarXiv
Uncertainty measures for probabilistic hesitant fuzzy sets in multiple criteria decision making2011.08182v1 · Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi2020 · 36 citationsarXiv
Higher order hesitant fuzzy Choquet integral operator and its application to multiple criteria decision making2011.08183v1 · B Farhadinia, Uwe Aickelin, HA Khorshidi2020 · 1 citationarXiv
Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing and Word-vector Models2011.09351v1 · Chaofan Tu, Ruibin Bai, Zheng Lu et al.2020 · 0 citationsarXiv
Fuzzy C-means-based scenario bundling for stochastic service network design2011.09890v1 · Xiaoping Jiang, Ruibin Bai, Dario Landa-Silva et al.2020 · 1 citationarXiv
Using simulation to incorporate dynamic criteria into multiple criteria decision-making2011.09891v1 · Uwe Aickelin, Jenna Marie Reps, Peer-Olaf Siebers et al.2020 · 7 citationsarXiv
Career total: 590 works. 273 are in this corpus.Showing the 50 most recent.
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