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05/10/2023
RiverBench: an Open RDF Streaming Benchmark Suite
RDF data streaming has been explored by the Semantic Web community from ...
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05/10/2023
Enriching language models with graph-based context information to better understand textual data
A considerable number of texts encountered daily are somehow connected w...
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04/18/2023
Application of genetic algorithm to load balancing in networks with a homogeneous traffic flow
The concept of extended cloud requires efficient network infrastructure ...
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01/04/2023
Towards Edge-Cloud Architectures for Personal Protective Equipment Detection
Detecting Personal Protective Equipment in images and video streams is a...
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08/01/2022
Eficiency of REST and gRPC realizing communication tasks in microservice-based ecosystems
The aim of this contribution is to analyse practical aspects of the use ...
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07/15/2022
Introducing Federated Learning into Internet of Things ecosystems – preliminary considerations
Federated learning (FL) was proposed to facilitate the training of model...
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07/10/2022
Efficient RDF Streaming for the Edge-Cloud Continuum
With the ongoing, gradual shift of large-scale distributed systems towar...
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07/08/2022
StatMix: Data augmentation method that relies on image statistics in federated learning
Availability of large amount of annotated data is one of the pillars of ...
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06/16/2022
Using adversarial images to improve outcomes of federated learning for non-IID data
One of the important problems in federated learning is how to deal with ...
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05/05/2022
Ontology Reuse: the Real Test of Ontological Design
Reusing ontologies in practice is still very challenging, especially whe...
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04/14/2022
An Energy Aware Clustering Scheme for 5G-enabled Edge Computing based IoMT Framework
In recent years, 5G network systems start to offer communication infrast...
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04/09/2022
Applying machine learning to predict behavior of bus transport in Warsaw, Poland
Nowadays, it is possible to collect precise data describing movements of...
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03/29/2022
Practical Aspects of Zero-Shot Learning
One of important areas of machine learning research is zero-shot learnin...
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01/02/2022
Topical Classification of Food Safety Publications with a Knowledge Base
The vast body of scientific publications presents an increasing challeng...
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10/05/2021
Reddit-TUDFE: practical tool to explore Reddit usability in data science and knowledge processing
This contribution argues that Reddit, as a massive, categorized, open-ac...
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01/08/2021
Semantic Access Control for Privacy Management of Personal Sensing in Smart Cities
Personal and home sensors generate valuable information that could be us...
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07/17/2020
