Olivier Janssens

According to our database1, Olivier Janssens authored at least 30 papers between 2013 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2020
A generalized matrix profile framework with support for contextual series analysis.
Eng. Appl. Artif. Intell., 2020

Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling.
CoRR, 2020

2019
Improved Performance Measures for Video Quality Assessment Algorithms Using Training and Validation Sets.
IEEE Trans. Multim., 2019

Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery.
IEEE Trans. Ind. Informatics, 2019

Interpretable detection of unstable smart TV usage from power state logs.
Proceedings of the Advances in Data Mining, 2019

Eliminating Noise in the Matrix Profile.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset.
Proceedings of the Artificial Intelligence in Medicine, 2019

Time-to-Birth Prediction Models and the Influence of Expert Opinions.
Proceedings of the Artificial Intelligence in Medicine, 2019

2018
A decision support system to follow up and diagnose primary headache patients using semantically enriched data.
BMC Medical Informatics Decis. Mak., 2018

Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning.
CoRR, 2018

Automated Extraction of Rules and Knowledge from Risk Analyses: a Ventilation Unit Demo.
Proceedings of the ISWC 2018 Posters & Demonstrations, 2018

Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses.
Proceedings of the 9th International Semantic Sensor Networks Workshop co-located with 17th International Semantic Web Conference, 2018

Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Predicting Train Occupancies based on Query Logs and External Data Sources.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

2016
Data-driven multivariate power curve modeling of offshore wind turbines.
Eng. Appl. Artif. Intell., 2016

GENESIM: genetic extraction of a single, interpretable model.
CoRR, 2016

Comparing simple video quality measures for loss-impaired video sequences on a large-scale database.
Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

Towards intelligent lubrication control: Infrared thermal imaging for oil level prediction in bearings.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
A Learning Based Approach for Real-Time Emotion Classification of Tweets.
Proceedings of the Applications of Social Media and Social Network Analysis, 2015

Enabling Control of 3D Visuals, Scenarios and Non-linear Gameplay in Serious Game Development Through Model-Driven Authoring.
Proceedings of the Serious Games, Interaction, and Simulation, 2015

Dynamic Monitoring Dashboards Through Composition of Web and Visualization Services.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

2014
Educational virtual game scenario generation for serious games.
Proceedings of the 3nd IEEE International Conference on Serious Games and Applications for Health, 2014

Influence of Weak Labels for Emotion Recognition of Tweets.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2014

2013
Spatio-temporal Video Retrieval by Animated Sketching.
Proceedings of the VISAPP 2013, 2013

Automatic Geographic Enrichment by Multi-modal Bike Sensing.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2013

Web-based enrichment of bike sensor data for automatic geo-annotation.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, 2013

Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants.
Proceedings of the 21st European Signal Processing Conference, 2013

Real-time emotion classification of Tweets.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013


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