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01/20/2023
Feature Relevance Analysis to Explain Concept Drift – A Case Study in Human Activity Recognition
This article studies how to detect and explain concept drift. Human acti...
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03/16/2022
Hyperbolic Uncertainty Aware Semantic Segmentation
Semantic segmentation (SS) aims to classify each pixel into one of the p...
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02/28/2022
Efficient Task Allocation in Smart Warehouses with Multi-delivery Stations and Heterogeneous Robots
The task allocation problem in multi-robot systems (MRTA) is an NP-hard ...
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04/24/2020
6G White paper: Research challenges for Trust, Security and Privacy
The roles of trust, security and privacy are somewhat interconnected, bu...
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02/24/2020
Better Classifier Calibration for Small Data Sets
Classifier calibration does not always go hand in hand with the classifi...
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01/30/2020
Better Multi-class Probability Estimates for Small Data Sets
Many classification applications require accurate probability estimates ...
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05/29/2019
Personalizing human activity recognition models using incremental learning
In this study, the aim is to personalize inertial sensor data-based huma...
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05/29/2019
From User-independent to Personal Human Activity Recognition Models Exploiting the Sensors of a Smartphone
In this study, a novel method to obtain user-dependent human activity re...
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05/28/2019
