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12/08/2022
Haptic Interactions for Extended Reality
This research investigates whether the interaction methods of XR headset...
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11/11/2022
Towards Achieving Immersive Holographic-Type Communication
This paper focuses on video streaming over telecommunication networks, t...
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11/03/2022
MPI-based Evaluation of Coordinator Election Algorithms
In this paper, we detail how two types of distributed coordinator electi...
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11/03/2022
Methodology for Simulation-based Comparison of Algorithms for Distributed Mutual Exclusion
In this paper, we show how different types of distributed mutual algorit...
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09/02/2022
Adapting Kubernetes controllers to the edge: on-demand control planes using Wasm and WASI
Kubernetes' high resource requirements hamper its adoption in constraine...
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09/28/2020
Efficient Resource Allocation through Integer Linear Programming: a detailed example
In this paper, we show how a resource allocation problem can be solved t...
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09/09/2020
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs
As KGs are symbolic constructs, specialized techniques have to be applie...
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01/15/2020
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling
Information extracted from electrohysterography recordings could potenti...
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09/13/2019
GENDIS: GENetic DIscovery of Shapelets
In the time series classification domain, shapelets are small time serie...
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06/25/2019
A Framework for Qualitative Communications Using Big Packet Protocol
In the current Internet architecture, a packet is a minimal or fundament...
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12/03/2016
Positive blood culture detection in time series data using a BiLSTM network
The presence of bacteria or fungi in the bloodstream of patients is abno...
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11/17/2016
GENESIM: genetic extraction of a single, interpretable model
Models obtained by decision tree induction techniques excel in being int...
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11/15/2016
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Count-based exploration algorithms are known to perform near-optimally w...
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05/31/2016
VIME: Variational Information Maximizing Exploration
Scalable and effective exploration remains a key challenge in reinforcem...
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08/03/2015