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Can machine-learning improve cardiovascular risk prediction using routine clinical data?

PloS one, 2017-04, Vol.12 (4), p.e0174944

2017

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A new accuracy measure based on bounded relative error for time series forecasting

PloS one, 2017-03, Vol.12 (3), p.e0174202-e0174202

2017

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Computational Intelligence: 11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17-19, 2019, Revised Selected Papers

1, 2021

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Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data

PloS one, 2012-07, Vol.7 (7), p.e39932-e39932

2012

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Reshaping Wearable Robots Using Fuzzy Intelligence: Integrating Type-2 Fuzzy Decision, Intelligent Control and Origami Structure

IEEE transactions on fuzzy systems, 2023-11, Vol.31 (11), p.1-22

2023

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Automatic detection of protected health information from clinic narratives

Journal of biomedical informatics, 2015-12, Vol.58 (Suppl), p.S30-S38

2015

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Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems-A Participatory Design Approach

IEEE transactions on fuzzy systems, 2021-05, Vol.29 (5), p.1160-1172

2021

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ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization

BMC bioinformatics, 2009-10, Vol.10 (1), p.358-358, Article 358

2009

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A hybrid model for automatic identification of risk factors for heart disease

Journal of biomedical informatics, 2015-12, Vol.58 (Suppl), p.S171-S182

2015

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Deep Fuzzy Tree for Large-Scale Hierarchical Visual Classification

IEEE transactions on fuzzy systems, 2020-07, Vol.28 (7), p.1395-1406

2020

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LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint

Medical image analysis, 2022-10, Vol.81, p.102536-102536, Article 102536

2022

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A Comprehensive Study of the Efficiency of Type-Reduction Algorithms

IEEE transactions on fuzzy systems, 2021-06, Vol.29 (6), p.1556-1566

2021

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A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems

IEEE transactions on fuzzy systems, 2021-11, Vol.29 (11), p.3323-3333

2021

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Root gravitropism is regulated by a transient lateral auxin gradient controlled by a tipping-point mechanism

Proceedings of the National Academy of Sciences - PNAS, 2012-03, Vol.109 (12), p.4668-4673

2012

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MysiRNA-designer: a workflow for efficient siRNA design

PloS one, 2011-10, Vol.6 (10), p.e25642-e25642

2011

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Semi-Supervised Fuzzy Clustering with Feature Discrimination

PloS one, 2015-09, Vol.10 (9), p.e0131160-e0131160

2015

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Clustering-Based Representation Learning through Output Translation and Its Application to Remote-Sensing Images

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (14), p.3361

2022

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Machine learning can predict disease manifestations and outcomes in lymphangioleiomyomatosis

The European respiratory journal, 2021-06, Vol.57 (6), p.2003036

2021

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Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review

IEEE/ACM transactions on computational biology and bioinformatics, 2012-01, Vol.9 (1), p.185-202

2012

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Type-1 OWA operators for aggregating uncertain information with uncertain weights induced by type-2 linguistic quantifiers

Fuzzy sets and systems, 2008-12, Vol.159 (24), p.3281-3296

2008

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Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis

IEEE transactions on fuzzy systems, 2021-08, Vol.29 (8), p.2112-2121

2021

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Counterfactual rule generation for fuzzy rule-based classification systems

2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2022, p.1-8

2022

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Dynamic early warning scores for predicting clinical deterioration in patients with respiratory disease

Respiratory research, 2022-08, Vol.23 (1), p.1-203, Article 203

2022

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KI67 and DLX2 predict increased risk of metastasis formation in prostate cancer-a targeted molecular approach

British journal of cancer, 2016-07, Vol.115 (2), p.236-242

2016

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Towards Causal Fuzzy System Rules Using Causal Direction

2023 IEEE International Conference on Fuzzy Systems (FUZZ), 2023, p.1-6

2023

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Can machine-learning improve cardiovascular risk prediction using routine clinical data?

A new accuracy measure based on bounded relative error for time series forecasting

Computational Intelligence: 11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17-19, 2019, Revised Selected Papers

Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data

Reshaping Wearable Robots Using Fuzzy Intelligence: Integrating Type-2 Fuzzy Decision, Intelligent Control and Origami Structure

Automatic detection of protected health information from clinic narratives

Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems-A Participatory Design Approach

ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization

A hybrid model for automatic identification of risk factors for heart disease

Deep Fuzzy Tree for Large-Scale Hierarchical Visual Classification

LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint

A Comprehensive Study of the Efficiency of Type-Reduction Algorithms

A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems

Root gravitropism is regulated by a transient lateral auxin gradient controlled by a tipping-point mechanism

MysiRNA-designer: a workflow for efficient siRNA design

Semi-Supervised Fuzzy Clustering with Feature Discrimination

Clustering-Based Representation Learning through Output Translation and Its Application to Remote-Sensing Images

Machine learning can predict disease manifestations and outcomes in lymphangioleiomyomatosis

Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review

Type-1 OWA operators for aggregating uncertain information with uncertain weights induced by type-2 linguistic quantifiers

Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis

Counterfactual rule generation for fuzzy rule-based classification systems

Dynamic early warning scores for predicting clinical deterioration in patients with respiratory disease

KI67 and DLX2 predict increased risk of metastasis formation in prostate cancer-a targeted molecular approach

Towards Causal Fuzzy System Rules Using Causal Direction

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