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

Angelov, Plamen

1. Aufl., 2012

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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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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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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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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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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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Handbook On Computer Learning And Intelligence (In 2 Volumes)

1, 2022

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Sense and avoid in UAS: research and applications.

Angelov, Plamen

2, 2012

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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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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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Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass)

Neural computing & applications, 2021-11, Vol.33 (22), p.15145-15157

2021

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IX

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IV

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VII

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part I

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part V

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part II

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part X

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VIII

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VI

1, 2023

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Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part III

1, 2023

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

PANFIS: A Novel Incremental Learning Machine

Explainable artificial intelligence: an analytical review

Self-Organizing Fuzzy Belief Inference System for Classification

Semisupervised Fuzzily Weighted Adaptive Boosting for Classification

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

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

Handbook On Computer Learning And Intelligence (In 2 Volumes)

Sense and avoid in UAS: research and applications.

Autonomous Learning Multimodel Systems From Data Streams

Particle Swarm Optimized Autonomous Learning Fuzzy System

Toward Anthropomorphic Machine Learning

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

Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass)

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IX

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IV

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VII

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part I

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part V

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part II

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part X

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VIII

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VI

Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part III

Autonomous learning for fuzzy systems: a review

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