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Explainable artificial intelligence: an analytical review

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2021-09, Vol.11 (5), p.e1424-n/a

2021

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PANFIS: A Novel Incremental Learning Machine

IEEE transaction on neural networks and learning systems, 2014-01, Vol.25 (1), p.55-68

2014

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Autonomous Learning Systems: From Data Streams to Knowledge in Real-time

Angelov, Plamen

1. Aufl., 2012

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Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams

IEEE transactions on cybernetics, 2011-08, Vol.41 (4), p.898-910

Angelov, P.

2011

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Evolving Fuzzy-Rule-Based Classifiers From Data Streams

IEEE transactions on fuzzy systems, 2008-12, Vol.16 (6), p.1462-1475

2008

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An approach to online identification of Takagi-Sugeno fuzzy models

IEEE transactions on cybernetics, 2004-02, Vol.34 (1), p.484-498

2004

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Evolving fuzzy classifiers using different model architectures

Fuzzy sets and systems, 2008-12, Vol.159 (23), p.3160-3182

2008

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Creating Evolving User Behavior Profiles Automatically

IEEE transactions on knowledge and data engineering, 2012-05, Vol.24 (5), p.854-867

2012

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Evolving Intelligent Systems: Methodology and Applications

1st ed., 2010

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Self-Organizing Fuzzy Belief Inference System for Classification

IEEE transactions on fuzzy systems, 2022-12, Vol.30 (12), p.5473-5483

2022

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Semisupervised Fuzzily Weighted Adaptive Boosting for Classification

IEEE transactions on fuzzy systems, 2024-04, Vol.32 (4), p.2318-2330

2024

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Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

IEEE transactions on fuzzy systems, 2022-09, Vol.30 (9), p.3722-3735

2022

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Autonomous Learning Multimodel Systems From Data Streams

IEEE transactions on fuzzy systems, 2018-08, Vol.26 (4), p.2213-2224

2018

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Particle Swarm Optimized Autonomous Learning Fuzzy System

IEEE transactions on cybernetics, 2021-11, Vol.51 (11), p.5352-5363

2021

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Toward Anthropomorphic Machine Learning

Computer (Long Beach, Calif.), 2018-09, Vol.51 (9), p.18-27

2018

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Automatic generation of fuzzy rule-based models from data by genetic algorithms

Information sciences, 2003-03, Vol.150 (1), p.17-31

2003

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Handbook On Computer Learning And Intelligence (In 2 Volumes)

1, 2022

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A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

IEEE transactions on pattern analysis and machine intelligence, 2022-05, Vol.44 (5), p.2281-2292

2022

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A self‐adaptive synthetic over‐sampling technique for imbalanced classification

International journal of intelligent systems, 2020-06, Vol.35 (6), p.923-943

2020

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Empirical Approach to Machine Learning

1st Edition 2019, 2018

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Autonomous learning for fuzzy systems: a review

The Artificial intelligence review, 2023-08, Vol.56 (8), p.7549-7595

2023

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Handling drifts and shifts in on-line data streams with evolving fuzzy systems

Applied soft computing, 2011-03, Vol.11 (2), p.2057-2068

2011

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A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

IEEE geoscience and remote sensing letters, 2018-03, Vol.15 (3), p.345-349

2018

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Identification of evolving fuzzy rule-based models

IEEE transactions on fuzzy systems, 2002-10, Vol.10 (5), p.667-677

2002

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A Generalized Methodology for Data Analysis

IEEE transactions on cybernetics, 2018-10, Vol.48 (10), p.2981-2993

2018

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Explainable artificial intelligence: an analytical review

PANFIS: A Novel Incremental Learning Machine

Autonomous Learning Systems: From Data Streams to Knowledge in Real-time

Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams

Evolving Fuzzy-Rule-Based Classifiers From Data Streams

An approach to online identification of Takagi-Sugeno fuzzy models

Evolving fuzzy classifiers using different model architectures

Creating Evolving User Behavior Profiles Automatically

Evolving Intelligent Systems: Methodology and Applications

Self-Organizing Fuzzy Belief Inference System for Classification

Semisupervised Fuzzily Weighted Adaptive Boosting for Classification

Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

Autonomous Learning Multimodel Systems From Data Streams

Particle Swarm Optimized Autonomous Learning Fuzzy System

Toward Anthropomorphic Machine Learning

Automatic generation of fuzzy rule-based models from data by genetic algorithms

Handbook On Computer Learning And Intelligence (In 2 Volumes)

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

A self‐adaptive synthetic over‐sampling technique for imbalanced classification

Empirical Approach to Machine Learning

Autonomous learning for fuzzy systems: a review

Handling drifts and shifts in on-line data streams with evolving fuzzy systems

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

Identification of evolving fuzzy rule-based models

A Generalized Methodology for Data Analysis

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