prof. dr. ir. Filip De Turck
- Work address
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Technologiepark Zwijnaarde 126
9052 Zwijnaarde - Filip.DeTurck@UGent.be
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- Journal Article
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- open access
FLAGS : a methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning
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Unsupervised anomaly detection for communication networks : an autoencoder approach
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MINDWALC : mining interpretable, discriminative walks for classification of nodes in a knowledge graph
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UnifyDR : a generic framework for unifying data and replica placement
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Unsupervised machine learning techniques for network intrusion detection on modern data
(2020) p.1-8 -
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From capturing to rendering : volumetric media delivery with six degrees of freedom
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- Conference Paper
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Context-aware route planning : a personalized and situation-aware multi-modal transport routing approach
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- Conference Paper
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Efficient application deployment in fog-enabled infrastructures
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Clinical information extraction for preterm birth risk prediction
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- Conference Paper
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Facilitating the analysis of COVID-19 literature through a knowledge graph
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On routing scalability in flat SDN architectures
(2020) p.1-5 -
Inter-dataset generalization strength of supervised machine learning methods for intrusion detection
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A low-complexity psychometric curve-fitting approach for the objective quality assessment of streamed game videos
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A personalised emotion-based model for relaxation in virtual reality
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- Conference Paper
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Conditional constraints for knowledge graph embeddings
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Trustful ad hoc cross-organizational data exchanges based on the Hyperledger Fabric framework
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Immersive interconnected virtual and augmented reality : a 5G and IoT perspective
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Towards distributed emergency flow prioritization in software-defined networks
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- Journal Article
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Near real-time optimization of fog service placement for responsive edge computing
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Live demonstration of service function chaining allocation in Fog Computing
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Preemptive resource provisioning for container-based audio/video encrypted collaboration applications
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- Conference Paper
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Distributed continuous home care provisioning through personalized monitoring & treatment planning
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- Conference Paper
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Human-centric quality management of immersive multimedia applications
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Objective and subjective QoE evaluation for adaptive point cloud streaming
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Explora : interactive querying of multidimensional data in the context of smart cities
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Adaptive fog service placement for real-time topology changes in Kubernetes clusters
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Toward truly immersive holographic-type ccommunication : challenges and solutions
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A generalized matrix profile framework with support for contextual series analysis
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- Conference Paper
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Towards delay-aware container-based Service Function Chaining in Fog Computing
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Empowering children with ASD and their parents : design of a serious game for anxiety and stress reduction
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- Journal Article
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A workload‑driven approach for view selection in large dimensional datasets
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- Journal Article
- A2
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On the design and development of emulation platforms for NFV-based infrastructures
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Pluggable SDN framework for managing heterogeneous SDN networks
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- Journal Article
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Resource management in a containerized cloud : status and challenges
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- Conference Paper
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FLEDGE: Kubernetes compatible container orchestration on low-resource edge devices
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Towards 6DoF virtual reality video streaming : status and challenges
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- Conference Paper
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DIVIDE : adaptive context-aware query derivation for IoT data streams
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Tile-based adaptive streaming for virtual reality video
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- Journal Article
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Dissecting the performance of VR video streaming through the VR-EXP experimentation platform
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Towards 6DoF HTTP adaptive streaming through point cloud compression
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- Journal Article
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Classification hardness for supervised learners on 20 years of intrusion detection data
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- Conference Paper
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In-depth comparative evaluation of supervised machine learning approaches for detection of cybersecurity threats
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- Journal Article
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Continuous athlete monitoring in challenging cycling environments using IoT technologiesis
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Enabling emergency flow prioritization in SDN networks
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C-Sprite : efficient hierarchical reasoning for rapid RDF stream processing
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Scalability evaluation of VPN technologies for secure container networking
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- Conference Paper
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Demonstration of a stream reasoning platform on low-end devices to enable personalized real-time cycling feedback
(2019) SEMANTIC WEB: ESWC 2019 SATELLITE EVENTS. In Lecture Notes in Computer Science 11762. p.28-32 -
- Conference Paper
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A critical look at studies applying over-sampling on the TPEHGDB dataset
(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Artificial Intelligence 11526. p.355-364 -
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Time-to-birth prediction models and the influence of expert opinions
(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Computer Science 11526. p.286-291 -
- Conference Paper
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Inducing a decision tree with discriminative paths to classify entities in a knowledge graph
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SpeCH : a scalable framework for data placement of data-intensive services in geo-distributed clouds
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Design of an ontology for decision support in VR exposure therapy
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Exploring New York in 8K : an adaptive tile-based virtual reality video streaming experience
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- Conference Paper
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Contextual bandit learning-based viewport prediction for 360 video
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Using a serious game to reduce stress and anxiety in children with autism spectrum disorder
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- Conference Paper
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A personalized virtual reality experience for relaxation therapy
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- Journal Article
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Subset reasoning for event-based systems
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Logging mechanism for cross-organizational collaborations using Hyperledger Fabric
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A framework for qualitative communications using big packet protocol
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Efficient allocation of elastic interfederation encrypted streaming sessions
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- Journal Article
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Towards optimizing hospital patient transports by automatically identifying interpretable causes of delays
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Towards network-aware resource provisioning in Kubernetes for Fog computing applications
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Resource provisioning in fog computing : from theory to practice
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QoE-centric network-assisted delivery of adaptive video streaming services
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Pro-active positioning of a social robot intervening upon behavioral disturbances of persons with dementia in a smart nursing home
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Unifying data and replica placement for data-intensive services in geographically distributed clouds
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- Conference Paper
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Optimizing adaptive tile-based virtual reality video streaming
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- Conference Paper
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Quality assessment for adaptive virtual reality video streaming : a probabilistic approach on the user’s gaze
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- Journal Article
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Data mining in the development of mobile health apps : assessing in-app navigation through Markov chain analysis
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A scalable WebRTC-based framework for remote video collaboration applications
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An experimental evaluation of flow setup latency in distributed software defined networks
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- Conference Paper
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FUSE : a microservice approach to cross-domain federation using docker containers
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Automatic view selection for distributed dimensional data
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Efficient resource management in the cloud : from simulation to experimental validation using a low-cost Raspberry Pi testbed
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- Conference Paper
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Pluggable drone imaging analysis framework for mob detection during open-air events
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FENDE : marketplace-based distribution, execution, and life cycle management of VNFs
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Semantics-based platform for context-aware and personalized robot interaction in the internet of robotic things
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Modeling the prediction of the session rating of perceived exertion in soccer : unraveling the puzzle of predictive indicators
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Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks
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Towards an automated workout compliance model
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Personalisation of exercises in VRET
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Enabling virtual reality for the tactile internet: hurdles and opportunities
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NIEP: NFV infrastructure emulation platform
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- Conference Paper
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Beyond generic lifecycles : reusable modeling of custom-fit management workflows for cloud applications
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Streaming MASSIF : cascading reasoning for efficient processing of iot data streams
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- Conference Paper
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Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses
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A decision support system to follow up and diagnose primary headache patients using semantically enriched data
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Unikernels vs containers : an in-depth benchmarking study in the context of microservice applications
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- Conference Paper
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A query model for ontology-based event processing over RDF streams
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Towards a cascading reasoning framework to support responsive ambient-intelligent healthcare interventions
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Clustering-based quality selection heuristics for HTTP adaptive streaming over cache networks
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Orchestrator conversation : distributed management of cloud applications
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- Conference Paper
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Towards dynamic fog resource provisioning for smart city applications
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- Conference Paper
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Aiding first incident responders using a decision support system based on live drone feeds
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- Conference Paper
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Automated extraction of rules and knowledge from risk analyses : a ventilation unit demo
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- Conference Paper
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Scalable distributed traffic monitoring for enterprise networks with Spark Streaming
(2018) p.563-569 -
- Conference Paper
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Context-aware patient monitoring through sensor streams
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Effects of adaptive streaming optimizations on the perception of 360° virtual reality video
(2018) p.1-4 -
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BRAHMA(+): A Framework for Resource Scaling of Streaming and ASAP Time-Varying Workflows
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Performance Characterization of Low-Latency Adaptive Streaming From Video Portals