Results 101 to 110 of about 1,671,237 (334)
Evolving fuzzy rules in a learning classifier system [PDF]
The fuzzy classifier system (FCS) combines the ideas of fuzzy logic controllers (FLC's) and learning classifier systems (LCS's). It brings together the expressive powers of fuzzy logic as it has been applied in fuzzy controllers to express relations ...
Valenzuela-Rendon, Manuel
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Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding
, 2014 Ambiguity or uncertainty is a pervasive element of many real world decision making processes. Variation in decisions is a norm in this situation when the same problem is posed to different subjects. Psychological and metaphysical research had proven that
Chan, Chee Seng +2 more
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Continual Learning for Multimodal Data Fusion of a Soft Gripper
Advanced Robotics Research, EarlyView.Models trained on a single data modality often struggle to generalize when exposed to a different modality. This work introduces a continual learning algorithm capable of incrementally learning different data modalities by leveraging both class‐incremental and domain‐incremental learning scenarios in an artificial environment where labeled data is ...
Nilay Kushawaha, Egidio Falotico
wiley +1 more source
Design and Implementation of a Fuzzy Classifier for FDI Applied to Industrial Machinery. [PDF]
Sensors (Basel), 2023 Zanoli SM, Pepe C.
europepmc +1 more source
Semantically Explainable Fuzzy Classifier
International Journal of Pattern Recognition and Artificial Intelligence, 2019 In machine learning, there are many high-performance classifiers. However, because of lack of transparency, they are not able to explain the data in a human-friendly form. In this paper, Cumulative Fuzzy Class Membership Criterion (CFCMC), a recently proposed fuzzy modeling classifier, is modified and utilized for a novel approach of information ...
Patrik Sabol +3 more
openaire +1 more source
A Wearable Brain–Computer Interface for Mitigating Car Sickness via Attention Shifting
Advanced Science, EarlyView.Car sickness poses a major challenge in vehicular travel, yet effective nonpharmacological solutions are scarce. We developed a wearable, closed‐loop mindfulness BCI that uses real‐time EEG‐based neurofeedback to shift attention away from motion‐induced discomfort. Validated in real‐car experiments involving >100$>100$ susceptible individuals, over 83%
Jiawei Zhu +14 more
wiley +1 more source
Automated Detection of Firearms and Knives in a CCTV Image
Sensors, 2016 Closed circuit television systems (CCTV) are becoming more and more popular and are being deployed in many offices, housing estates and in most public spaces. Monitoring systems have been implemented in many European and American cities.
Michał Grega +3 more
doaj +1 more source
Data Editing for Neuro-Fuzzy Classifiers [PDF]
, 2001 In this paper we investigate the potential benefits and limitations of various data editing procedures when constructing neuro-fuzzy classifiers based on hyperbox fuzzy sets.
Gabrys, Bogdan
core
Solid Harmonic Wavelet Bispectrum for Image Analysis
Advanced Science, EarlyView.The Solid Harmonic Wavelet Bispectrum (SHWB), a rotation‐ and translation‐invariant descriptor that captures higher‐order (phase) correlations in signals, is introduced. Combining wavelet scattering, bispectral analysis, and group theory, SHWB achieves interpretable, data‐efficient representations and demonstrates competitive performance across texture,
Alex Brown +3 more
wiley +1 more source
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix
, 2018 In this work we addressed the issue of applying a stochastic classifier and a local, fuzzy confusion matrix under the framework of multi-label classification. We proposed a novel solution to the problem of correcting label pairwise ensembles.
Kurzynski, Marek, Trajdos, Pawel
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