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09/07/2023
Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory
With the increasing importance of data privacy protection, various priva...
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06/23/2023
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion
Real-time on-device continual learning applications are used on mobile p...
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05/01/2023
A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning
In general, a similarity threshold (i.e., a vigilance parameter) for a n...
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06/12/2022
Modeling Generalized Specialist Approach To Train Quality Resilient Snapshot Ensemble
Convolutional neural networks (CNNs) apply well with food image recognit...
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11/11/2021
Lifelong Learning from Event-based Data
Lifelong learning is a long-standing aim for artificial agents that act ...
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06/21/2021
A Review of the Vision-based Approaches for Dietary Assessment
Dietary-related problems such as obesity are a growing concern in todays...
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03/02/2021
Multi-label Classification via Adaptive Resonance Theory-based Clustering
This paper proposes a multi-label classification algorithm capable of co...
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08/22/2020
Evaluation Of Issues, Usability And Functionality Of Dietary Related Mobile Applications: A Systematic Literature Review
With rapid technology advancements and increased usage of handheld devic...
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04/21/2020
Explainable Goal-Driven Agents and Robots – A Comprehensive Review and New Framework
Recent applications of autonomous agents and robots, for example, self-d...
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09/13/2015
Bio-Inspired Human Action Recognition using Hybrid Max-Product Neuro-Fuzzy Classifier and Quantum-Behaved PSO
Studies on computational neuroscience through functional magnetic resona...
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06/02/2015