PANFIS: A Novel Incremental Learning Machine
Pratama, Mahardhika, Anavatti, Sreenatha G., Angelov, Plamen P., Lughofer, Edwin
Published in IEEE transaction on neural networks and learning systems (01.01.2014)
Published in IEEE transaction on neural networks and learning systems (01.01.2014)
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Journal Article
Self-Organizing Fuzzy Belief Inference System for Classification
Gu, Xiaowei, Angelov, Plamen P., Shen, Qiang
Published in IEEE transactions on fuzzy systems (01.12.2022)
Published in IEEE transactions on fuzzy systems (01.12.2022)
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Journal Article
Semisupervised Fuzzily Weighted Adaptive Boosting for Classification
Gu, Xiaowei, Angelov, Plamen P., Shen, Qiang
Published in IEEE transactions on fuzzy systems (01.04.2024)
Published in IEEE transactions on fuzzy systems (01.04.2024)
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Journal Article
Autonomous Learning Multimodel Systems From Data Streams
Angelov, Plamen P., Gu, Xiaowei, Principe, Jose C.
Published in IEEE transactions on fuzzy systems (01.08.2018)
Published in IEEE transactions on fuzzy systems (01.08.2018)
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Journal Article
Particle Swarm Optimized Autonomous Learning Fuzzy System
Gu, Xiaowei, Shen, Qiang, Angelov, Plamen P.
Published in IEEE transactions on cybernetics (01.11.2021)
Published in IEEE transactions on cybernetics (01.11.2021)
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Journal Article
A self‐adaptive synthetic over‐sampling technique for imbalanced classification
Gu, Xiaowei, Angelov, Plamen P., Soares, Eduardo A.
Published in International journal of intelligent systems (01.06.2020)
Published in International journal of intelligent systems (01.06.2020)
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Journal Article
Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy
Trevisan, Júlio, Park, Juhyun, Angelov, Plamen P., Ahmadzai, Abdullah A., Gajjar, Ketan, Scott, Andrew D., Carmichael, Paul L., Martin, Francis L.
Published in Journal of biophotonics (01.04.2014)
Published in Journal of biophotonics (01.04.2014)
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Journal Article
Autonomous learning for fuzzy systems: a review
Gu, Xiaowei, Han, Jungong, Shen, Qiang, Angelov, Plamen P.
Published in The Artificial intelligence review (01.08.2023)
Published in The Artificial intelligence review (01.08.2023)
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Journal Article
A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes
Gu, Xiaowei, Angelov, Plamen P., Zhang, Ce, Atkinson, Peter M.
Published in IEEE geoscience and remote sensing letters (01.03.2018)
Published in IEEE geoscience and remote sensing letters (01.03.2018)
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Journal Article
A Generalized Methodology for Data Analysis
Angelov, Plamen P., Gu, Xiaowei, Principe, Jose C.
Published in IEEE transactions on cybernetics (01.10.2018)
Published in IEEE transactions on cybernetics (01.10.2018)
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Journal Article
Extracting biological information with computational analysis of Fourier-transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives
Trevisan, Júlio, Angelov, Plamen P, Carmichael, Paul L, Scott, Andrew D, Martin, Francis L
Published in Analyst (London) (21.07.2012)
Published in Analyst (London) (21.07.2012)
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Journal Article
IRootLab: a free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis
Trevisan, Júlio, Angelov, Plamen P, Scott, Andrew D, Carmichael, Paul L, Martin, Francis L
Published in Bioinformatics (15.04.2013)
Published in Bioinformatics (15.04.2013)
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Journal Article
Empirical Fuzzy Sets
Angelov, Plamen P., Gu, Xiaowei
Published in International journal of intelligent systems (01.02.2018)
Published in International journal of intelligent systems (01.02.2018)
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Journal Article
Stability of Evolving Fuzzy Systems Based on Data Clouds
Rong, Hai-Jun, Angelov, Plamen P., Gu, Xiaowei, Bai, Jian-Ming
Published in IEEE transactions on fuzzy systems (01.10.2018)
Published in IEEE transactions on fuzzy systems (01.10.2018)
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Journal Article
An approach to online identification of Takagi-Sugeno fuzzy models
Angelov, P.P., Filev, D.P.
Published in IEEE transactions on systems, man and cybernetics. Part B, Cybernetics (01.02.2004)
Published in IEEE transactions on systems, man and cybernetics. Part B, Cybernetics (01.02.2004)
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Journal Article