Towards Dendrite Spherical Neurons for Pattern Classification
Sign Up to like & getrecommendations! Published in 2020 at "Pattern Recognition"
DOI: 10.1007/978-3-030-49076-8_2
Abstract: This paper introduces the Dendrite Spherical Neuron (DSN) as an alternative to the Dendrite Ellipsoidal Neuron (DEN), in which hyperspheres group the patterns from different classes instead of hyperellipses. The reasoning behind DSN is simplifying… read more here.
Keywords: classification; spherical neurons; pattern classification; neurons pattern ... See more keywords
Deciphering Potential Correlations between New Biomarkers and Pattern Classification in Chinese Medicine by Bioinformatics: Two Examples of Rheumatoid Arthritis
Sign Up to like & getrecommendations! Published in 2018 at "Chinese Journal of Integrative Medicine"
DOI: 10.1007/s11655-018-2571-8
Abstract: Biological complexity and the need for personalized medicine means that biomarker development has become increasingly challenging. Thus, new paradigms for research need to be created that bring together a different classifier of individuals. One potential… read more here.
Keywords: medicine; biomarker; pattern classification; chinese medicine ... See more keywords
Differential Abnormal Pattern of Anterior Cingulate Gyrus Activation in Unipolar and Bipolar Depression: an fMRI and Pattern Classification Approach
Sign Up to like & getrecommendations! Published in 2017 at "Neuropsychopharmacology"
DOI: 10.1038/npp.2017.36
Abstract: Distinguishing bipolar disorder from major depressive disorder is a major challenge in psychiatric treatment. Consequently, there has been growing interest in identifying neuronal biomarkers of disorder-specific pathophysiological processes to differentiate affective disorders. Thirty-six depressed bipolar… read more here.
Keywords: classification; pattern classification; unipolar bipolar; cingulate gyrus ... See more keywords
Traditional cloud pattern classification algorithm based on semi-supervision with Random Line Augment.
Sign Up to like & getrecommendations! Published in 2025 at "Scientific reports"
DOI: 10.1038/s41598-025-29225-6
Abstract: The classification of traditional patterns is of great significance for their digital protection. Most studies focus on classifying patterns of different categories, while this study addresses the difficulty of classifying patterns of different types within… read more here.
Keywords: classification; traditional cloud; cloud pattern; pattern classification ... See more keywords
Villoglandular Pattern in HPV-associated Endocervical Adenocarcinoma is Associated With Excellent Prognosis: A Reappraisal of 31 Cases Using IECC and Silva Pattern Classification
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Gynecological Pathology"
DOI: 10.1097/pgp.0000000000000916
Abstract: Villoglandular adenocarcinoma of the cervix is a rare histologic entity that typically develops in young women, characterized by an association with oral contraceptives and excellent prognosis, though this point is controversial. These tumors have not… read more here.
Keywords: adenocarcinoma; pattern; silva pattern; pattern classification ... See more keywords
On Modified Multi-Output Chebyshev-Polynomial Feed-Forward Neural Network for Pattern Classification of Wine Regions
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2018.2885527
Abstract: Wine, an alcoholic beverage made from fermented grapes, has become an increasingly popular drink. However, wine regions may directly affect the quality and taste of the wine, and misjudgment of the wine regions leads to… read more here.
Keywords: wine regions; pattern classification; neural network; wine ... See more keywords
Active Learning of Pattern Classification Based on PEDCC-Loss
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3123095
Abstract: Deep learning classifiers require a large number of labeled samples to train the model. Active learning reduces the dependence of classification model on labeled samples by gradually selecting high-quality samples for iterative training. In this… read more here.
Keywords: active learning; classification; pattern classification; pedcc loss ... See more keywords
Experimental Demonstration of Delay-Weight Learning and Pattern Classification With a FP-SA-Based Photonic Spiking Neuron Chip
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Lightwave Technology"
DOI: 10.1109/jlt.2023.3322628
Abstract: Optical acceleration of neuromorphic computing has emerged as a platform for achieving low-latency and energy-efficient computation. Due to the rich dynamics, the integrated photonics architecture provides a promising way for implementations of nonlinear computing. In… read more here.
Keywords: classification; wbc dataset; chip; pattern classification ... See more keywords
Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3133890
Abstract: In pattern classification, there may not exist labeled patterns in the target domain to train a classifier. Domain adaptation (DA) techniques can transfer the knowledge from the source domain with massive labeled patterns to the… read more here.
Keywords: pattern classification; adaptation; evidence theory; target ... See more keywords
Spatio–Spectral Representation Learning for Electroencephalographic Gait-Pattern Classification
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2018.2864119
Abstract: The brain plays a pivotal role in locomotion by coordinating muscles through interconnections that get established by the peripheral nervous system. To date, many attempts have been made to reveal the underlying mechanisms of humans’… read more here.
Keywords: representation learning; classification; pattern classification; gait pattern ... See more keywords
Integrating vascularity into the pattern classification of pilomatricomas on ultrasound provides a more competent approach for discriminative evaluation
Sign Up to like & getrecommendations! Published in 2024 at "Skin Research and Technology"
DOI: 10.1111/srt.13585
Abstract: Pilomatricoma has various manifestations on color Doppler ultrasound, and a differential diagnosis is challenging. The objective of this study was to investigate which characteristics of skin lesions on color Doppler ultrasound are effective in distinguishing… read more here.
Keywords: integrating vascularity; ultrasound provides; classification pilomatricomas; pattern classification ... See more keywords