Gilles Vandewiele

34 papers B 3Journal 21Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Investigating and Optimizing MINDWALC Node Classification to Extract Interpretable Decision Trees from Knowledge Graphs. Mach. Learn. Knowl. Extr. Maximilian Legnar, Joern-Helge Heinrich Siemoneit, Gilles Vandewiele, Jürgen Hesser, Zoran Popovic, Stefan Porubský, Cleo-Aron Weis
2025	J	`jnl`	RR-GCN: Exploring Untrained Random Embeddings for Relational Graphs. Int. J. Softw. Eng. Knowl. Eng. Sandeep Ramachandra, Vic Degraeve, Gilles Vandewiele, Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
2023	J	`jnl`	Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring. Biomed. Signal Process. Control. M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michaël Rademaker, Gilles Vandewiele, Sofie Van Hoecke
2023	J	`jnl`	REFORMS: Reporting Standards for Machine Learning Based Science. CoRR Sayash Kapoor, Emily Cantrell, Kenny Peng, Thanh Hien Pham, Christopher A. Bail, Odd Erik Gundersen, Jake M. Hofman, Jessica Hullman, Michael A. Lones, Momin M. Malik, Priyanka Nanayakkara, Russell A. Poldrack, Inioluwa Deborah Raji, Michael Roberts, Matthew J. Salganik, Marta Serra-Garcia, Brandon M. Stewart, Gilles Vandewiele, Arvind Narayanan
2023	B	`conf`	pyRDF2Vec: A Python Implementation and Extension of RDF2Vec. ESWC Bram Steenwinckel, Gilles Vandewiele, Terencio Agozzino, Femke Ongenae
2022	J	`jnl`	Deep learning models for predicting RNA degradation via dual crowdsourcing. Nat. Mac. Intell. Hannah K. Wayment-Steele, Wipapat Kladwang, Andrew M. Watkins, Do Soon Kim, Bojan Tunguz, Walter Reade, Maggie Demkin, Jonathan Romano, Roger Wellington-Oguri, John J. Nicol, Jiayang Gao, Kazuki Onodera, Kazuki Fujikawa, Hanfei Mao, Gilles Vandewiele, Michele Tinti, Bram Steenwinckel, Takuya Ito, Taiga Noumi, Shujun He, Keiichiro Ishi, Youhan Lee, Fatih Öztürk, King Yuen Chiu, Emin Öztürk, Karim Amer, Mohamed Fares, Rhiju Das
2022	J	`jnl`	Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring. CoRR M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michaël Rademaker, Gilles Vandewiele, Sofie Van Hoecke
2022	J	`jnl`	INK: knowledge graph embeddings for node classification. Data Min. Knowl. Discov. Bram Steenwinckel, Gilles Vandewiele, Michael Weyns, Terencio Agozzino, Filip De Turck, Femke Ongenae
2022	J	`jnl`	Perfectly predicting ICU length of stay: too good to be true. CoRR Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke
2022	J	`jnl`	R-GCN: The R Could Stand for Random. CoRR Vic Degraeve, Gilles Vandewiele, Femke Ongenae, Sofie Van Hoecke
2022	J	`jnl`	pyRDF2Vec: A Python Implementation and Extension of RDF2Vec. CoRR Gilles Vandewiele, Bram Steenwinckel, Terencio Agozzino, Femke Ongenae
2021	J	`jnl`	GENDIS: Genetic Discovery of Shapelets. Sensors Gilles Vandewiele, Femke Ongenae, Filip De Turck
2021	J	`jnl`	Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
2021	J	`jnl`	Predictive models of RNA degradation through dual crowdsourcing. CoRR Hannah K. Wayment-Steele, Wipapat Kladwang, Andrew M. Watkins, Do Soon Kim, Bojan Tunguz, Walter Reade, Maggie Demkin, Jonathan Romano, Roger Wellington-Oguri, John J. Nicol, Jiayang Gao, Kazuki Onodera, Kazuki Fujikawa, Hanfei Mao, Gilles Vandewiele, Michele Tinti, Bram Steenwinckel, Takuya Ito, Taiga Noumi, Shujun He, Keiichiro Ishi, Youhan Lee, Fatih Öztürk, Anthony Chiu, Emin Öztürk, Karim Amer, Mohamed Fares, Eterna Participants, Rhiju Das
2021	—	`conf`	Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. DEXA Workshops Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae
2020	J	`jnl`	Clinical information extraction for preterm birth risk prediction. J. Biomed. Informatics Lucas Sterckx, Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
2020	—	`conf`	Facilitating the Analysis of COVID-19 Literature Through a Knowledge Graph. ISWC (2) Bram Steenwinckel, Gilles Vandewiele, Ilja Rausch, Pieter Heyvaert, Ruben Taelman, Pieter Colpaert, Pieter Simoens, Anastasia Dimou, Filip De Turck, Femke Ongenae
2020	—	`conf`	How do Users interact with Mobile Health Apps?: A Markov Chain Analysis. PervasiveHealth Joris Heyse, Gilles Vandewiele, Femke Ongenae, Femke De Backere, Filip De Turck
2020	J	`jnl`	MINDWALC: mining interpretable, discriminative walks for classification of nodes in a knowledge graph. BMC Medical Informatics Decis. Mak. Gilles Vandewiele, Bram Steenwinckel, Filip De Turck, Femke Ongenae
2020	J	`jnl`	Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
2020	J	`jnl`	Tslearn, A Machine Learning Toolkit for Time Series Data. J. Mach. Learn. Res. Romain Tavenard, Johann Faouzi, Gilles Vandewiele, Felix Divo, Guillaume Androz, Chester Holtz, Marie Payne, Roman Yurchak, Marc Rußwurm, Kushal Kolar, Eli Woods
2020	J	`jnl`	Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. CoRR Gilles Vandewiele, Bram Steenwinckel, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae
2019	B	`conf`	A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset. AIME Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester
2019	—	`conf`	CVS2KG: Transforming Tabular Data into Semantic Knowledge. SemTab@ISWC Gilles Vandewiele, Bram Steenwinckel, Filip De Turck, Femke Ongenae
2019	J	`jnl`	GENDIS: GENetic DIscovery of Shapelets. CoRR Gilles Vandewiele, Femke Ongenae, Filip De Turck
2019	—	`conf`	Inducing a Decision Tree with Discriminative Paths to Classify Entities in a Knowledge Graph. SEPDA@ISWC Gilles Vandewiele, Bram Steenwinckel, Femke Ongenae, Filip De Turck
2019	B	`conf`	Time-to-Birth Prediction Models and the Influence of Expert Opinions. AIME Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester
2018	J	`jnl`	A decision support system to follow up and diagnose primary headache patients using semantically enriched data. BMC Medical Informatics Decis. Mak. Gilles Vandewiele, Femke De Backere, Kiani Lannoye, Maarten Vanden Berghe, Olivier Janssens, Sofie Van Hoecke, Vincent Keereman, Koen Paemeleire, Femke Ongenae, Filip De Turck
2017	—	`conf`	A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles. PAKDD (Workshops) Gilles Vandewiele, Kiani Lannoye, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke
2017	—	`conf`	Enabling Training Personalization by Predicting the Sessioon Rate of Perceived Exertion. MLSA@PKDD/ECML Gilles Vandewiele, Youri Geurkink, Maarten Lievens, Femke Ongenae, Filip De Turck, Jan Boone
2017	—	`conf`	Enhancing White-Box Machine Learning Processes by Incorporating Semantic Background Knowledge. ESWC (2) Gilles Vandewiele
2017	—	`conf`	Predicting Train Occupancies based on Query Logs and External Data Sources. WWW (Companion Volume) Gilles Vandewiele, Pieter Colpaert, Olivier Janssens, Joachim Van Herwegen, Ruben Verborgh, Erik Mannens, Femke Ongenae, Filip De Turck
2017	—	`conf`	Real-Time data dissemination and analytics platform for challenging IoT environments. GIIS Glenn Daneels, Esteban Municio, Kathleen Spaey, Gilles Vandewiele, Alexander Dejonghe, Femke Ongenae, Steven Latré, Jeroen Famaey
2016	J	`jnl`	GENESIM: genetic extraction of a single, interpretable model. CoRR Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke