A Novel Global Prototype-Based Node Embedding Technique
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3225413
Abstract: Node embedding refers to learning or generating low-dimensional representations for nodes in a given graph. In the era of big data and large graphs, there has been a growing interest in node embedding across a… read more here.
Keywords: prototype based; novel global; embedding technique; global prototype ... See more keywords
Prototype-Based Pseudo-Label Refinement for Semi-Supervised Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2024.3385282
Abstract: Pseudo-label (PL) learning-based methods usually regard class confidence above a certain threshold for unlabeled samples as PLs, which may result in PLs still containing wrong labels. In this letter, we propose a prototype-based PL refinement… read more here.
Keywords: prototype based; hyperspectral image; pseudo label; semi supervised ... See more keywords
Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2022.3214241
Abstract: Evolving intelligent systems (EISs), particularly, the zero-order ones have demonstrated strong performance on many real-world problems concerning data stream classification while offering high model transparency and interpretability thanks to their prototype-based nature. Zero-order EISs typically… read more here.
Keywords: zero order; prototype based; classification; optimization ... See more keywords
Prototype-Based Information Compensation Network for Multisource Remote Sensing Data Classification
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3569335
Abstract: Multisource remote sensing data joint classification aims to provide accuracy and reliability of land-cover classification by leveraging the complementary information from multiple data sources. Existing methods confront two challenges: interfrequency multisource feature coupling and inconsistency… read more here.
Keywords: classification; information; prototype based; remote sensing ... See more keywords
Prototype-Based Semantic Segmentation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2024.3387116
Abstract: Deep learning based semantic segmentation solutions have yielded compelling results over the preceding decade. They encompass diverse network architectures (FCN based or attention based), along with various mask decoding schemes (parametric softmax based or pixel-query… read more here.
Keywords: prototype based; segmentation; class; semantic segmentation ... See more keywords
A Tracker Prototype Based on Cathode Straw Tubes
Sign Up to like & getrecommendations! Published in 2018 at "Instruments and Experimental Techniques"
DOI: 10.1134/s0020441218050020
Abstract: A prototype of a 2D detector based on specially designed straw tubes with cathode data readout has been developed and tested. This detector exhibits comparable accuracies in measuring radial and longitudinal coordinates. Its rate capability… read more here.
Keywords: straw tubes; based cathode; tracker prototype; prototype ... See more keywords
Neuromorphic coprocessor prototype based on mixed metal oxide memristors
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Nanotechnology"
DOI: 10.1504/ijnt.2017.083444
Abstract: This paper presents developments in the field of nanoscale neuromorphic electronics. The developed device represents the integration of the memristive crossbar with commercially available electronics. The crossbar was deposited by PVD assisted by electron-beam lithography.… read more here.
Keywords: neuromorphic coprocessor; based mixed; metal oxide; prototype based ... See more keywords