Explainable artificial intelligence: an analytical review von Angelov, Plamen P., Soares, Eduardo A., Jiang, Richard, Arnold, Nicholas I., Atkinson, Peter M.

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PANFIS: A Novel Incremental Learning Machine von Pratama, Mahardhika, Anavatti, Sreenatha G., Angelov, Plamen P., Lughofer, Edwin

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Autonomous Learning Systems: From Data Streams to Knowledge in Real-time von Angelov, Plamen

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Self-Organizing Fuzzy Belief Inference System for Classification von Gu, Xiaowei, Angelov, Plamen P., Shen, Qiang

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Semisupervised Fuzzily Weighted Adaptive Boosting for Classification von Gu, Xiaowei, Angelov, Plamen P., Shen, Qiang

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Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification von Gu, Xiaowei, Angelov, Plamen P.

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Autonomous Learning Multimodel Systems From Data Streams von Angelov, Plamen P., Gu, Xiaowei, Principe, Jose C.

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Particle Swarm Optimized Autonomous Learning Fuzzy System von Gu, Xiaowei, Shen, Qiang, Angelov, Plamen P.

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Toward Anthropomorphic Machine Learning von Angelov, Plamen P., Gu, Xiaowei

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A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis von Gu, Xiaowei, Angelov, Plamen P., Zhang, Ce, Atkinson, Peter M.

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A self‐adaptive synthetic over‐sampling technique for imbalanced classification von Gu, Xiaowei, Angelov, Plamen P., Soares, Eduardo A.

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Autonomous learning for fuzzy systems: a review von Gu, Xiaowei, Han, Jungong, Shen, Qiang, Angelov, Plamen P.

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A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes von Gu, Xiaowei, Angelov, Plamen P., Zhang, Ce, Atkinson, Peter M.

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A Generalized Methodology for Data Analysis von Angelov, Plamen P., Gu, Xiaowei, Principe, Jose C.

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Extracting biological information with computational analysis of Fourier-transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives von Trevisan, Júlio, Angelov, Plamen P, Carmichael, Paul L, Scott, Andrew D, Martin, Francis L

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IRootLab: a free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis von Trevisan, Júlio, Angelov, Plamen P, Scott, Andrew D, Carmichael, Paul L, Martin, Francis L

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Empirical Fuzzy Sets von Angelov, Plamen P., Gu, Xiaowei

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Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy von Trevisan, Júlio, Park, Juhyun, Angelov, Plamen P., Ahmadzai, Abdullah A., Gajjar, Ketan, Scott, Andrew D., Carmichael, Paul L., Martin, Francis L.

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Explaining Deep Learning Models Through Rule-Based Approximation and Visualization von Soares, Eduardo, Angelov, Plamen P., Costa, Bruno, Castro, Marcos P. Gerardo, Nageshrao, Subramanya, Filev, Dimitar

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Stability of Evolving Fuzzy Systems Based on Data Clouds von Rong, Hai-Jun, Angelov, Plamen P., Gu, Xiaowei, Bai, Jian-Ming

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