Bias by Design: Diversity Quantification to Mitigate Structural Bias Effects in AIG Logic Optimization
2025
Isabella Venancia Gardner
Marcel Walter
Yukio Miyasaka
Robert Wille
Michael Cochez
Published at .
SHARPIE: A Modular Framework for Reinforcement Learning and Human-AI Interaction Experiments
link
2025
Hüseyin Aydın
Kevin Godin-Dubois
Libio Goncalvez Braz
Floris den Hengst
Kim Baraka
Mustafa Mert Çelikok
Andreas Sauter
Shihan Wang
Frans A. Oliehoek
Computer Science - Artificial Intelligence
Computer Science - Human-Computer Interaction
COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes
link
2025
Koen Kraaijveld
Yifan Jiang
Kaixin Ma
Filip Ilievski
UnRavL: A Neuro-Symbolic Framework for Answering Graph Pattern Queries in Knowledge Graphs
link
2024
Tamara Cucumides
Daniel Daza
Pablo Barcelo
Michael Cochez
Floris Geerts
Juan L. Reutter
Miguel Romero Orth
Published at The Third Learning on Graphs Conference.
Lyrics for Success: Embedding Features for Song Popularity Prediction
link
2024
Giulio Prevedello
Ines Blin
Bernardo Monechi
Enrico Ubaldi
Published at Proceedings of the 3rd Workshop on NLP for Music and Audio (NLP4MusA).
Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning
link
2024
Pei-Yu Chen
Selene Baez Santamaria
Maaike H.T. De Boer
Floris Den Hengst
Bart A. Kamphorst
Quirine Smit
Shihan Wang
Johanna Wolff
health
semantic web
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition
link
2024
Floris Hengst
Ralf Wolter
Patrick Altmeyer
Arda Kaygan
Published at Findings of the Association for Computational Linguistics: NAACL 2024.
conformal prediction
dialogue
machine learning
CausalPlayground: Addressing Data-Generation Requirements in Cutting-Edge Causality Research
link
2024
Andreas W. M. Sauter
Erman Acar
Aske Plaat
Published at .
Computer Science - Artificial Intelligence
Computer Science - Machine Learning
causality
library
QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System
link
2024
Ruijie Wang
Luca Rossetto
Michael Cochez
Abraham Bernstein
Published at The Semantic Web. ESWC 2024.
Neural Graph Reasoning: A Survey on Complex Logical Query Answering
link
2024
Hongyu Ren
Mikhail Galkin
Zhaocheng Zhu
Jure Leskovec
Michael Cochez
Published at Transactions on Machine Learning Research.
CAGE: Causality-Aware Shapley Value for Global Explanations
link
2024
Nils Ole Breuer
Andreas Sauter
Majid Mohammadi
Erman Acar
Computer Science - Artificial Intelligence
causality
explainable AI
Guideline-informed reinforcement learning for mechanical ventilation in critical care
link
2024
Floris den Hengst
Martijn Otten
Paul W. G. Elbers
Frank van Harmelen
Vincent François-Lavet
Mark Hoogendoorn
Published at Artif. Intell. Medicine.
CORE: Towards Scalable and Efficient Causal Discovery with Reinforcement Learning
2024
Andreas Sauter
Nicolò Botteghi
Erman Acar
Aske Plaat
Published at Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS).
causal discovery
reinforcement learning
Explainable Fraud Detection with Deep Symbolic Classification
link
2024
Samantha Visbeek
Erman Acar
Floris Den Hengst
Evaluating the TMR Model for Multimorbidity Decision Support Using a Community-of-Practice Based Methodology
link
2024
Josip Grguric
Annette ten Teije
Frank van Harmelen
Published at Artificial Intelligence in Medicine - 22nd International Conference, AIME 2024, Salt Lake City, UT, USA, July 9-12, 2024, Proceedings, Part I.
OfficeGraph: A Knowledge Graph of Office Building IoT Measurements
link
2024
Roderick van der Weerdt
Victor de Boer
Ronald Siebes
Ronnie Groenewold
Frank van Harmelen
Published at The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part II.
The Effect of Knowledge Graph Schema on Classifying Future Research Suggestions
link
2024
Dimitrios Alivanistos
Seth van der Bijl
Michael Cochez
Frank van Harmelen
Published at Natural Scientific Language Processing and Research Knowledge Graphs - First International Workshop, NSLP 2024, Hersonissos, Crete, Greece, May 27, 2024, Proceedings.
Generalization by People and Machines (Dagstuhl Seminar 24192)
link
2024
Barbara Hammer
Filip Ilievski
Sascha Saralajew
Frank van Harmelen
Published at Dagstuhl Reports.
Aligning Generalisation Between Humans and Machines
link
2024
Filip Ilievski
Barbara Hammer
Frank van Harmelen
Benjamin Paassen
Sascha Saralajew
Ute Schmid
Michael Biehl
Marianna Bolognesi
Xin Luna Dong
Kiril Gashteovski
Pascal Hitzler
Giuseppe Marra
Pasquale Minervini
Martin Mundt
Axel-Cyrille Ngonga Ngomo
Alessandro Oltramari
Gabriella Pasi
Zeynep G. Saribatur
Luciano Serafini
John Shawe-Taylor
Vered Shwartz
Gabriella Skitalinskaya
Clemens Stachl
Gido M. van de Ven
Thomas Villmann
Towards Semantically Enriched Embeddings for Knowledge Graph Completion
pdf
2024
Mehwish Alam
Frank van Harmelen
Maribel Acosta
Published at Neurosymbolic AI.
Enabling Social Demography Research Using Semantic Technologies
link
2024
Lise Stork
Richard Zijdeman
Ilaria Tiddi
Annette ten Teije
Published at The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part II.
Published at Knowledge Engineering and Knowledge Management - 24th International Conference, EKAW 2024, Amsterdam, The Netherlands, November 26-28, 2024, Proceedings.
Knowledge-Powered Recommendation for an Improved Diet Water Footprint
link
2024
Saurav Joshi
Filip Ilievski
Jay Pujara
Published at Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada.
Robust Text Classification: Analyzing Prototype-Based Networks
link
2024
Zhivar Sourati
Darshan Deshpande
Filip Ilievski
Kiril Gashteovski
Sascha Saralajew
Published at Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024.
First International Workshop on Generative Neuro-Symbolic AI (GeNeSy 2024)
pdf
2024
Filip Ilievski
Jacopo de Berardinis
Jongmo Kim
Nitisha Jain
Published at Joint Proceedings of the ESWC 2024 Workshops and Tutorials co-located with 21th European Semantic Web Conference (ESWC 2024), Hersonissos, Greece, May 26-27, 2024.
Contextualizing Argument Quality Assessment with Relevant Knowledge
link
2024
Darshan Deshpande
Zhivar Sourati
Filip Ilievski
Fred Morstatter
Published at Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, NAACL 2024, Mexico City, Mexico, June 16-21, 2024.
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense
link
2024
Yifan Jiang
Filip Ilievski
Kaixin Ma
Published at Proceedings of the 18th International Workshop on Semantic Evaluation, SemEval@NAACL 2024, Mexico City, Mexico, June 20-21, 2024.
Published at IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024.
Contextualizing Internet Memes Across Social Media Platforms
link
2024
Saurav Joshi
Filip Ilievski
Luca Luceri
Published at Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024.
Joint Proceedings of the ESWC 2024 Workshops and Tutorials co-located with 21th European Semantic Web Conference (ESWC 2024), Hersonissos, Greece, May 26-27, 2024
link
2024
A survey of neurosymbolic visual reasoning with scene graphs and common sense knowledge
link
2024
M. Jaleed Khan
Filip Ilievski
John G. Breslin
Edward Curry
Ernesto Jimenez-Ruiz
Published at Neurosymbolic Artificial Intelligence.
ReWise: A Relation-Wise Sampling Framework for Relational Graph Convolutional Networks
link
2024
Taraneh Younesian
Peter Bloem
Stefan Schlobach
Published at Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI - Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, The Netherlands.
Back to the Future: predicting causal relationships influencing oil prices
link
2024
Joze M. Rozanec
Beno Sircelj
Michael Cochez
Gregor Leban
Published at The Second Tiny Papers Track at ICLR 2024, Tiny Papers @ ICLR 2024, Vienna, Austria, May 11, 2024.
QAGCN: Answering Multi-relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
link
2024
Ruijie Wang
Luca Rossetto
Michael Cochez
Abraham Bernstein
Published at The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I.
Published at Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Barcelona, Spain, September 9-12, 2024, Proceedings, Part I.
large language models
neuro-symbolic integration
probing
Mining literature and pathway data to explore the relations of ketamine with neurotransmitters and gut microbiota using a knowledge-graph
link
2024
Ting Liu
K. Anton Feenstra
Zhisheng Huang
Jaap Heringa
Published at Bioinform..
Tree hole rescue: an AI approach for suicide risk detection and online suicide intervention
link
2024
Zhisheng Huang
Qing Hu
Published at Health Inf. Sci. Syst..
KSDKG: construction and application of knowledge graph for kidney stone disease based on biomedical literature and public databases
link
2024
Jianping Man
Yufei Shi
Zhensheng Hu
Rui Yang
Zhisheng Huang
Yi Zhou
Published at Health Inf. Sci. Syst..
Enhancing Scholarly Paper Recommendation by Modelling Diversity of Research Interests
link
2024
Xueli Pan
Shuai Wang
Ting Liu
Jacco van Ossenbruggen
Victor de Boer
Zhisheng Huang
Published at Recent Challenges in Intelligent Information and Database Systems - 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15-18, 2024, Proceedings, Part II.
Knowledge Modelling, Strategy Designing, and Agent Engineering for Reconnaissance Blind Chess
link
2024
Robin Stöhr
Shuai Wang
Zhisheng Huang
Published at Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 2, Rome, Italy, February 24-26, 2024.
Explaining Graph Neural Networks for Node Similarity on Graphs
link
2024
Daniel Daza
Cuong Xuan Chu
Trung-Kien Tran
Daria Stepanova
Michael Cochez
Paul Groth
First International Workshop on Scaling Knowledge Graphs for Industry: Summary
pdf
2024
Michael Cochez
Evgeny Kharlamov
Radu Prodan
Published at Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 20th International Conference on Semantic Systems co-located with 20th International Conference on Semantic Systems (SEMANTiCS 2024), Amsterdam, The Netherlands, September 17-19, 2024.
Joint proceedings of the 3rd International workshop on knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG) co-located with the Extended Semantic Web Conference ( ESWC 2024), Hersonissos, Greece, May 26-30, 2024
link
2024
Do graph neural network states contain graph properties?
link
2024
Tom Pelletreau-Duris
Ruud van Bakel
Michael Cochez
Leveraging Knowledge Graph-Based Human-Like Memory Systems to Solve Partially Observable Markov Decision Processes
link
2024
Taewoon Kim
Vincent François-Lavet
Michael Cochez
Exploring Perceptual Limitation of Multimodal Large Language Models
link
2024
Jiarui Zhang
Jinyi Hu
Mahyar Khayatkhoei
Filip Ilievski
Maosong Sun
Truth-value judgment in language models: belief directions are context sensitive
link
2024
Stefan F. Schouten
Peter Bloem
Ilia Markov
Piek Vossen
large language models
natural language processing
probing
A RAG Approach for Generating Competency Questions in Ontology Engineering
link
2024
Xueli Pan
Jacco van Ossenbruggen
Victor de Boer
Zhisheng Huang
Standardizing Knowledge Engineering Practices with a Reference Architecture
link
2024
Bradley P. Allen
Filip Ilievski
Semantic Methods for Events and Stories (SEMMES) 2024
pdf
2024
Pasquale Lisena
Simon Gottschalk
Inès Blin
Published at Joint Proceedings of the ESWC 2024 Workshops and Tutorials co-located with 21th European Semantic Web Conference (ESWC 2024), Hersonissos, Greece, May 26-27, 2024.
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
Learning to Behave: Reinforcement Learning in Human Contexts
link
2023
Floris Den Hengst
health
machine learning
reinforcement learning
Log Parsing Evaluation in the Era of Modern Software Systems
link
2023
Stefan Petrescu
Floris Den Hengst
Alexandru Uta
Jan S. Rellermeyer
Published at 2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE).
Explainable AI for Bioinformatics: Methods, Tools and Applications
link
2023
Md Rezaul Karim
Tanhim Islam
Md Shajalal
Oya Beyan
Christoph Lange
Michael Cochez
Dietrich Rebholz-Schuhmann
Stefan Decker
Published at Briefings Bioinformatics.
A Meta-Reinforcement Learning Algorithm for Causal Discovery
link
2023
Andreas W. M. Sauter
Erman Acar
Vincent Francois-Lavet
Published at Proceedings of the Second Conference on Causal Learning and Reasoning.
Causal Discovery
Reinforcement Learning
Harnessing the Web and Knowledge Graphs for Automated Impact Investing Scoring
link
2023
Qingzhi Hu
Daniel Daza
Laurens Swinkels
Kristina Ūsaitė
Robbert-Jan 't Hoen
Paul Groth
Computer Science - Artificial Intelligence
Computer Science - Information Retrieval
Computer Science - Machine Learning
Computer Science - Social and Information Networks
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
link
2023
Erik Arakelyan
Pasquale Minervini
Daniel Daza
Michael Cochez
Isabelle Augenstein
Published at .
Computer Science - Artificial Intelligence
Computer Science - Logic in Computer Science
Computer Science - Machine Learning
Computer Science - Neural and Evolutionary Computing
Combining Machine Learning and Semantic Web: A Systematic Mapping Study
link
2023
Anna Breit
Laura Waltersdorfer
Fajar J. Ekaputra
Marta Sabou
Andreas Ekelhart
Andreea Iana
Heiko Paulheim
Jan Portisch
Artem Revenko
Annette Ten Teije
Frank Van Harmelen
Published at ACM Comput. Surv..
Artificial Intelligence
Knowledge Representation and Reasoning
Machine Learning
Semantic Web
Systematic Mapping Study
knowledge graph
neuro-symbolic integration
A Machine with Short-Term, Episodic, and Semantic Memory Systems
link
2023
Taewoon Kim
Michael Cochez
Vincent Francois-Lavet
Mark Neerincx
Piek Vossen
Published at Proceedings of the AAAI Conference on Artificial Intelligence.
Graph-Scrutinizer: Towards Massive Graph Analytics and Reasoning
link
2023
Joze Rozanec
Michael Cochez
Ruud Van Bakel
Brian Elvesæter
Dumitru Roman
Published at Companion of the 2023 ACM/SPEC International Conference on Performance Engineering.
Refining neural network predictions using background knowledge
link
2023
Alessandro Daniele
Emile van Krieken
Luciano Serafini
Frank van Harmelen
Published at Machine Learning.
Fuzzy logic
Neurosymbolic AI
Optimization
machine learning
From ℓ1 subgradient to projection: A compact neural network for ℓ1-regularized logistic regression
link
2023
Majid Mohammadi
Amir Ahooye Atashin
Damian A. Tamburri
Published at Neurocomputing.
Lyapunov
machine learning
regularization
Refining Large Integrated Identity Graphs Using the Unique Name Assumption
link
2023
Shuai Wang
Joe Raad
Peter Bloem
Frank van Harmelen
Published at The Semantic Web - 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings.
Knowledge graphs
identity graphs
linked open data
semantic web
Establishing Shared Query Understanding in an Open Multi-Agent System
2023
Nikolaos Kondylidis
Ilaria Tiddi
Annette ten Teije
Published at Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems.
collaborative query answering
cross-ontology query answering
open multi-agent systems
shared understanding establishment via interaction
task-oriented communication establishment
Evaluating the Effect of Semantic Enrichment on Entity Embeddings of IoT Knowledge Graphs
pdf
2023
Roderick van der Weerdt
Victor de Boer
Laura Daniele
Ronald Siebes
Frank van Harmelen
Published at Proceedings of the First International Workshop on Semantic Web on Constrained Things co-located with 20th Extended Semantic Web Conference, SWoCoT@ESWC 2023, Hersonissos, Greece, May 28, 2023.
Explainable Drug Repurposing in Context via Deep Reinforcement Learning
link
2023
Lise Stork
Ilaria Tiddi
René Spijker
Annette ten Teije
Published at The Semantic Web - 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings.
Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories
link
2023
Mojtaba Nayyeri
Bo Xiong
Majid Mohammadi
Mahfuja Akter
Mirza Mohtasham Alam
Jens Lehmann
Steffen Staab
Published at Association for Computational Linguistics: ACL 2023.
Knowledge graphs
embeddings
A Local Non-additive Framework for Explaining
Black-box Predictive Models
2023
Majid Mohammadi
Ilaria Tiddi
Annette ten Teije
Published at European Conference on Artificial Intelligence.
Explainability
Feature extraction
Linking guidelines for multimorbidity: the development of Webofguidelines.nl, a digital guideline-linking tool
2023
Marlies Verhoeff
Tim Christen
Majid Mohammadi
Annette ten Teije
Janke de Groot
Published at .
Clinical Guidelines
Multimorbidity
Linking Clinical Practice Guidelines for
Multimorbidity
2023
Majid Mohammadi
Annette ten Teije
Tim Christen
Janke de Groot
Marlies Verhoeff
Published at Knowledge Representation for Health Care (KR4HC).
Clinical Guidelines
Comorbidity
Multimorbidity
Food4healthKG: Knowledge graphs for food recommendations based on gut microbiota and mental health
link
Semantic Web Machine Learning Systems: An Analysis of System Patterns
link
2023
Laura Waltersdorfer
Anna Breit
Fajar J. Ekaputra
Marta Sabou
Andreas Ekelhart
Andreea Iana
Heiko Paulheim
Jan Portisch
Artem Revenko
Annette ten Teije
Frank van Harmelen
Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), Hyatt Regency, San Francisco Airport, California, USA, March 27-29, 2023
link
The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin
link
2023
Martin Molan
Junaid Ahmed Khan
Andrea Bartolini
Roberta Turra
Giorgio Pedrazzi
Michael Cochez
Alexandru Iosup
Dumitru Roman
Joze M. Rozanec
Ana Lucia Varbanescu
Radu Prodan
Published at 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino, Italy, June 26-30, 2023.
A knowledge graph approach to predict and interpret disease-causing gene interactions
link
2023
Alexandre Renaux
Chloé Terwagne
Michael Cochez
Ilaria Tiddi
Ann Nowé
Tom Lenaerts
Published at BMC Bioinformatics.
Reasoning about Ambiguous Definite Descriptions
link
2023
Stefan F. Schouten
Peter Bloem
Ilia Markov
Piek Vossen
Published at EMNLP.
datasets
large language models
nlp
tasks
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support
link
2023
William Van Woensel
Samson W. Tu
Wojtek Michalowski
Syed Sibte Raza Abidi
Samina Abidi
Jose-Ramon Alonso
Alessio Bottrighi
Marc Carrier
Ruth Edry
Irit Hochberg
Malvika Rao
Stephen Kingwell
Alexandra Kogan
Mar Marcos
Begoña Martínez Salvador
Martin Michalowski
Luca Piovesan
David Riaño
Paolo Terenziani
Szymon Wilk
Mor Peleg
Published at Journal of Biomedical Informatics.
Benchmarking
Clinical
Computer-interpretable clinical guidelines
Decision support systems
Evaluation study
Multimorbidity
Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings
link
2023
Bo Xiong
Mojtaba Nayyeri
Daniel Daza
Michael Cochez
Published at Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023.
IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation
link
2023
Thiviyan Thanapalasingam
Emile van Krieken
Peter Bloem
Paul Groth
datasets
generative modeling
graph learning
tasks
GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks
link
Published at HCSHI2022: Workshop on Human-centered Design of Symbiotic Hybrid Intelligence.
human memory
knowledge graph
Towards a standard-based open data ecosystem: analysis of DCAT-AP use at national and European level
2022
Florian Barthelemy
Michael Cochez
Iraklis Dimitriadis
Naila Karim
Nikolaos Loutas
Ioannis Magnisalis
Lina Molinas Comet
Vassilios Peristeras
Brecht Wyns
Published at Electronic Government, an International Journal.
Prompting as Probing: Using Language Models for Knowledge Base Construction
link
2022
Dimitrios Alivanistos
Selene Báez Santamaría
Michael Cochez
Jan-Christoph Kalo
Emile van Krieken
Thiviyan Thanapalasingam
Artificial Intelligence (cs.AI)
Computation and Language (cs.CL)
FOS: Computer and information sciences
Scientific Item Recommendation Using a Citation Network
2022
Xu Wang
Frank van Harmelen
Michael Cochez
Zhisheng Huang
Published at Knowledge Science, Engineering and Management.
Improved manual annotation of EEG signals through convolutional neural network guidance
2022
Marina Diachenko
Simon J Houtman
Erika L Juarez-Martinez
Jennifer R Ramautar
Robin Weiler
Huibert D Mansvelder
Hilgo Bruining
Peter Bloem
Klaus Linkenkaer-Hansen
Published at Eneuro.
biomedical
eeg
machine learning
What does it mean when your URIs are redirected? Examining identity and redirection in the LOD cloud
2022
Idries Nasim
Shuai Wang
Joe Raad
Peter Bloem
Frank van Harmelen
Published at 8th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW at ISWC).
linked open data
semantic web
Analyzing differentiable fuzzy logic operators
2022
Emile van Krieken
Erman Acar
Frank van Harmelen
Published at Artificial Intelligence.
Knowledge representation
Neurosymbolic AI
machine learning
Potential Energy to Improve Link Prediction With Relational Graph Neural Networks.
pdf
2022
Simone Colombo
Dimitrios Alivanistos
Michael Cochez
Published at AAAI Spring Symposium: MAKE.
Local Explanations for Clinical Search Engine Results
link
2022
Edeline Contempré
Zoltán Szlávik
Majid Mohammadi
Erick Velazquez Godinez
Annette ten Teije
Ilaria Tiddi
Published at Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2022, Volume 5: HEALTHINF, Online Streaming, February 9-11, 2022.
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning
link
2022
Daniel Daza
Michael Cochez
Paul Groth
Published at Proceedings of the ACL 2022 Workshop on Structured Prediction for NLP.
Recommending scientific datasets using author networks in ensemble methods
link
2022
Xu Wang
Frank van Harmelen
Zhisheng Huang
Published at Data Sci..
Planning for potential: efficient safe reinforcement learning
link
2022
Floris den Hengst
Vincent François-Lavet
Mark Hoogendoorn
Frank van Harmelen
Published at Mach. Learn..
reinforcement learning
Food Recommendation for Mental Health by Using Knowledge Graph Approach
link
2022
Chengcheng Fu
Zhisheng Huang
Frank van Harmelen
Tingting He
Xingpeng Jiang
Published at Health Information Science - 11th International Conference, HIS 2022, Virtual Event, October 28-30, 2022, Proceedings.
Published at Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022.
reinforcement learning
Proceedings of the AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE 2022), Stanford University, Palo Alto, California, USA, March 21-23, 2022
link
2022
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
link
2022
Emile van Krieken
Thiviyan Thanapalasingam
Jakub M. Tomczak
Frank van Harmelen
Annette ten Teije
Human-Centered Artificial Intelligence (Dagstuhl Seminar 22262)
link
2022
Wendy E. Mackay
John Shawe-Taylor
Frank van Harmelen
Using Referential Language Games for Task-oriented Ontology Alignment
link
2022
Nikolaos Kondylidis
Published at The Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings.
Building Narrative Structures from Knowledge Graphs
link
2022
Inès Blin
Robin's Viewer: Using deep-learning predictions to assist EEG annotation
link
2022
Robin Weiler
Marina Diachenko
Erika L. Juarez-Martinez
Arthur Ervin Avramiea
Peter Bloem
Klaus Linkenkaer-Hansen
Published at Frontiers Neuroinformatics.
eeg
neuroimaging
tools
Scaling R-GCN Training with Graph Summarization
link
2022
Alessandro Generale
Till Blume
Michael Cochez
Published at International Workshop on Graph Learning at the Webconf 2022.
graph neural network
graph summarization
scalability
Relational graph convolutional networks: a closer look
link
2022
Thiviyan Thanapalasingam
Lucas van Berkel
Peter Bloem
Paul Groth
Published at PeerJ Computer Science.
graph learning
ProteinGLUE multi-task benchmark suite for self-supervised protein modeling
2022
Henriette Capel
Robin Weiler
Maurits Dijkstra
Reinier Vleugels
Peter Bloem
K Anton Feenstra
Published at Scientific Reports.
biomedical
Probing the representations of named entities in Transformer-based Language Models
2022
Stefan Schouten
Peter Bloem
Piek Vossen
Published at Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP.
large language models
Hyperbolic Embedding Inference for Structured Multi-Label Prediction
2022
Bo Xiong
Michael Cochez
Mojtaba Nayyeri
Steffen Staab
Published at NeurIPS2022.
Query Embedding on Hyper-Relational Knowledge Graphs
link
2022
Dimitrios Alivanistos
Max Berrendorf
Michael Cochez
Mikhail Galkin
Published at International Conference on Learning Representations (ICLR 2022).
Team Design Patterns for Moral Decisions in Hybrid Intelligent Systems: A Case Study of Bias Mitigation
pdf
2021
Jip J. van Stijn
Mark A. Neerincx
Annette ten Teije
Steven Vethman
Published at Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), Stanford University, Palo Alto, California, USA, March 22-24, 2021.
Predicting the relationships between gut microbiota and mental disorders with knowledge graphs
link
Guest Editorial: Special issue on "Artificial Intelligence in Health Informatics"
link
2021
Siuly Siuly
Uwe Aickelin
Md Enamul Kabir
Zhisheng Huang
Yanchun Zhang
Published at Health Inf. Sci. Syst..
Extracting knowledge from Deep Neural Networks through graph analysis
link
2021
Vitor A. C. Horta
Ilaria Tiddi
Suzanne Little
Alessandra Mileo
Published at Future Gener. Comput. Syst..
Discovering Research Hypotheses in Social Science Using Knowledge Graph Embeddings
link
2021
Rosaline de Haan
Ilaria Tiddi
Wouter Beek
Published at The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings.
Learning Profile-Based Recommendations for Medical Search Auto-Complete
pdf
2021
Guusje Boomgaard
Selene Baez Santamaría
Ilaria Tiddi
Robert-Jan Sips
Zoltán Szlávik
Published at Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), Stanford University, Palo Alto, California, USA, March 22-24, 2021.
Graph Structures for Knowledge Representation and Reasoning - 6th International Workshop, GKR 2020, Virtual Event, September 5, 2020, Revised Selected Papers
link
2021
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification
2021
Ruud van Bakel
Teodor Aleksiev
Daniel Daza
Dimitrios Alivanistos
Michael Cochez
Published at Graph Structures for Knowledge Representation and Reasoning.
Updating Embeddings for Dynamic Knowledge Graphs
2021
Christopher Wewer
Florian Lemmerich
Michael Cochez
Published at arXiv preprint arXiv:2109.10896.
Deep learning-based clustering approaches for bioinformatics
link
2021
Md Rezaul Karim
Oya Beyan
Achille Zappa
Ivan G. Costa
Dietrich Rebholz-Schuhmann
Michael Cochez
Stefan Decker
Published at Briefings Bioinform..
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging
2021
Md. Rezaul Karim
Jiao Jiao
Till Döhmen
Michael Cochez
Oya Beyan
Dietrich Rebholz-Schuhmann
Stefan Decker
Published at IEEE Access.
Modular design patterns for hybrid learning and reasoning systems
link
2021
Michael van Bekkum
Maaike de Boer
Frank van Harmelen
André Meyer-Vitali
Annette ten Teije
Published at Appl. Intell..
Towards Easy Vocabulary Drafts with Neologism 2.0
link
2021
Johannes Lipp
Lars Gleim
Michael Cochez
Iraklis Dimitriadis
Hussain Ali
Daniel Hoppe Alvarez
Christoph Lange
Stefan Decker
Published at The Semantic Web: ESWC 2021 Satellite Events.
Unsupervised Feature Selection for Efficient Exploration of High Dimensional Data
pdf
2021
Arnab Chakrabarti
Abhijeet Das
Michael Cochez
Christoph Quix
Published at Advances in Databases and Information Systems.
Published at Proceedings of the 10th International Conference on Data Science, Technology and Applications, DATA 2021, Online Streaming, July 6-8, 2021.
Storchastic: A framework for general stochastic automatic differentiation
pdf
2021
Emile van Krieken
Jakub Tomczak
Annette Ten Teije
Published at Advances in neural information processing systems.
machine learning
Refining Transitive and Pseudo-Transitive Relations at Web Scale
link
2021
Shuai Wang
Joe Raad
Peter Bloem
Frank van Harmelen
Published at The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings.
linked open data
semantic web
Inductive Entity Representations from Text via Link Prediction
link
2021
Daniel Daza
Michael Cochez
Paul Groth
Published at Proceedings of the Web Conference 2021.
Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), Stanford University, Palo Alto, California, USA, March 22-24, 2021
link
2021
Structure and Learning (Dagstuhl Seminar 21362)
link
2021
Tiansi Dong
Achim Rettinger
Jie Tang
Barbara Tversky
Frank van Harmelen
Secure Evaluation of Knowledge Graph Merging Gain
link
2021
Leandro Eichenberger
Michael Cochez
Benjamin Heitmann
Stefan Decker
Category Aware Explainable Conversational Recommendation
link
2021
Nikolaos Kondylidis
Jie Zou
Evangelos Kanoulas
End-to-End Learning on Multimodal Knowledge Graphs
2021
WX Wilcke
Peter Bloem
Victor de Boer
RH van’t Veer
Published at Under Submission.
kgbench: A Collection of Datasets for Multimodal and Relational Learning on Heterogeneous Knowledge
2021
WX Wilcke
P Bloem
L van Berkel
V de Boer
Published at Proceedings of the European Semantic Web Conference 2021.
Finding Motifs in Knowledge Graphs using Compression
2021
Peter Bloem
Published at arXiv preprint arXiv:2104.08163.
kgbench: A collection of knowledge graph datasets for evaluating relational and multimodal machine learning
2021
Peter Bloem
Xander Wilcke
Lucas van Berkel
Victor de Boer
Published at The Semantic Web: 18th International Conference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings 18.
Complex Query Answering with Neural Link Predictors
link
2021
Erik Arakelyan
Daniel Daza
Pasquale Minervini
Michael Cochez
Published at 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021.
Reinforcement learning for personalization: A systematic literature review
link
2020
Floris Den Hengst
Eoin Martino Grua
Ali El Hassouni
Mark Hoogendoorn
Published at Data Science.
reinforcement learning
Structured query construction via knowledge graph embedding
link
2020
Ruijie Wang
Meng Wang
Jun Liu
Michael Cochez
Stefan Decker
Published at Knowledge and Information Systems.
Distance-Based Equilibria in Normal-Form Games
2020
Erman Acar
Reshef Meir
Published at Proceedings of the AAAI Conference on Artificial Intelligence.
A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence
link
2020
Zeynep Akata
Dan Balliet
Maarten de Rijke
Frank Dignum
Virginia Dignum
Guszti Eiben
Antske Fokkens
Davide Grossi
Koen V. Hindriks
Holger H. Hoos
Hayley Hung
Catholijn M. Jonker
Christof Monz
Mark A. Neerincx
Frans A. Oliehoek
Henry Prakken
Stefan Schlobach
Linda C. van der Gaag
Frank van Harmelen
Herke van Hoof
Birna van Riemsdijk
Aimee van Wynsberghe
Rineke Verbrugge
Bart Verheij
Piek Vossen
Max Welling
Published at Computer.
Constructing and Cleaning Identity Graphs in the LOD Cloud
link
2020
Joe Raad
Wouter Beek
Frank van Harmelen
Jan Wielemaker
Nathalie Pernelle
Fatiha Saïs
Published at Data Intell..
Handling Impossible Derivations During Stream Reasoning
link
2020
Hamid R. Bazoobandi
Henri E. Bal
Frank van Harmelen
Jacopo Urbani
Published at The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings.
Published at The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings.
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, AAAI-MAKE 2020, Palo Alto, CA, USA, March 23-25, 2020, Volume I
link
2020
Machine Learning Explainability in Breast Cancer Survival
link
2020
Tom Jansen
Gijs Geleijnse
Marissa Van Maaren
Mathijs P. Hendriks
Annette ten Teije
Arturo Moncada-Torres
Published at Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28 - May 1, 2020.
WCP-RNN: a novel RNN-based approach for Bio-NER in Chinese EMRs
link
2020
Jianqiang Li
Shenhe Zhao
Ji-Jiang Yang
Zhisheng Huang
Bo Liu
Shi Chen
Hui Pan
Qing Wang
Published at J. Supercomput..
Research on the Behavior Pattern of Microblog "Tree Hole" Users with Their Temporal Characteristics
link
2020
Xiaomin Jing
Shaofu Lin
Zhisheng Huang
Published at Health Information Science - 9th International Conference, HIS 2020, Amsterdam, The Netherlands, October 20-23, 2020, Proceedings.
Health Information Science - 9th International Conference, HIS 2020, Amsterdam, The Netherlands, October 20-23, 2020, Proceedings
link
2020
Web Information Systems Engineering - WISE 2020 - 21st International Conference, Amsterdam, The Netherlands, October 20-24, 2020, Proceedings, Part I
link
2020
Web Information Systems Engineering - WISE 2020 - 21st International Conference, Amsterdam, The Netherlands, October 20-24, 2020, Proceedings, Part II
link
2020
Robot-City Interaction: Mapping the Research Landscape - A Survey of the Interactions Between Robots and Modern Cities
link
2020
Ilaria Tiddi
Emanuele Bastianelli
Enrico Daga
Mathieu d'Aquin
Enrico Motta
Published at Int. J. Soc. Robotics.
Mitigating Bias in Deep Nets with Knowledge Bases: the Case of Natural Language Understanding for Robots
pdf
2020
Martino Mensio
Emanuele Bastianelli
Ilaria Tiddi
Giuseppe Rizzo
Published at Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, AAAI-MAKE 2020, Palo Alto, CA, USA, March 23-25, 2020, Volume I.
Creative Storytelling with Language Models and Knowledge Graphs
pdf
2020
Xinran Yang
Ilaria Tiddi
Published at Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020.
Managing Identity in Knowledge-Based Explainable Systems
link
2020
Ilaria Tiddi
Joe Raad
Using Linked Data to Help Robots Understand Product-related Actions
pdf
2020
Michaela Kümpel
Anna de Groot
Ilaria Tiddi
Michael Beetz
Published at Proceedings of the Joint Ontology Workshops co-located with the Bolzano Summer of Knowledge (BOSK 2020), Virtual & Bozen-Bolzano, Italy, August 31st to October 7th, 2020.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020
link
2020
Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges
link
2020
On Sufficient and Necessary Conditions in Bounded CTL: A Forgetting Approach
link
2020
Renyan Feng
Erman Acar
Stefan Schlobach
Yisong Wang
Wanwei Liu
Published at Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, KR 2020, Rhodes, Greece, September 12-18, 2020.
The Semantic Web: 17th International Conference, ESWC 2020, Heraklion
link
2020
Fostering Scientific Meta-analyses with Knowledge Graphs: A Case-Study
link
2020
Ilaria Tiddi
Daniel Balliet
Annette ten Teije
Published at The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings.
Evaluating Similarity Measures for Dataset Search
link
2020
Xu Wang
Zhisheng Huang
Frank van Harmelen
Published at Web Information Systems Engineering - WISE 2020 - 21st International Conference, Amsterdam, The Netherlands, October 20-24, 2020, Proceedings, Part II.
Data science
Dataset search
Google Distance
Ontology-based similarity
Semantic similarity
Bottom-up Discovery of Context-aware Quality Constraints for Heterogeneous Knowledge Graphs
link
2020
Xander Wilcke
Maurice de Kleijn
Victor de Boer
Henk J. Scholten
Frank van Harmelen
Published at Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 1: KDIR, Budapest, Hungary, November 2-4, 2020.
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network
link
2020
Md. Rezaul Karim
Bharathi Raja Chakravarthi
John P. McCrae
Michael Cochez
Published at 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA).
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images
link
2020
Md. Rezaul Karim
Till Döhmen
Michael Cochez
Oya Beyan
Dietrich Rebholz-Schuhmann
Stefan Decker
Published at 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
Hybrid Intelligence: AI Systems That Collaborate with People Instead of Replacing Them
2020
Frank van Harmelen
Published at Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 1: KDIR, Budapest, Hungary, November 2-4, 2020.
Morphological evolution for pipe inspection using Robot Operating System (ROS)
link
2020
Ahmed Hallawa
Giovanni Iacca
Cagatay Sariman
Touhidur Rahman
Michael Cochez
Gerd Ascheid
Published at Materials and Manufacturing Processes.
Ontology-based Methods for Classifying Scientific Datasets into Research Domains: Much Harder than Expected
link
2020
Xu Wang
Frank van Harmelen
Zhisheng Huang
Published at Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 1: KDIR, Budapest, Hungary, November 2-4, 2020.
Ontology-Based Semantic Similarity Approach for Biomedical Dataset Retrieval
link
2020
Xu Wang
Zhisheng Huang
Frank van Harmelen
Published at Health Information Science - 9th International Conference, HIS 2020, Amsterdam, The Netherlands, October 20-23, 2020, Proceedings.
Biomedical dataset
Dataset retrieval
Semantic similarity
Uncertainty intervals for graph-based spatio-temporal traffic prediction
Published at Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, KR 2020, Rhodes, Greece, September 12-18, 2020.
End-to-End Entity Classification on Multimodal Knowledge Graphs
link
2020
W. X. Wilcke
Peter Bloem
Victor de Boer
R. H. van t Veer
F. A. H. van Harmelen
Large-scale network motif analysis using compression
link
2020
Peter Bloem
Steven de Rooij
Published at Data Mining and Knowledge Discovery, 2020.
graph learning
motif analysis
SUBMASSIVE: Resolving subclass cycles in very large knowledge graphs
pdf
2020
Shuai Wang
Peter Bloem
Joe Raad
Frank van Harmelen
Published at Workshop on Large Scale RDF Analytics.
linked open data
semantic web
SchemaTree: Maximum-Likelihood Property Recommendation for Wikidata
2020
Lars C. Gleim
Rafael Schimassek
Dominik Hüser
Maximilian Peters
Christoph Krämer
Michael Cochez
Stefan Decker
Published at The Semantic Web.
GEval: A Modular and Extensible Evaluation Framework for Graph Embedding Techniques
2020
Maria Angela Pellegrino
Abdulrahman Altabba
Martina Garofalo
Petar Ristoski
Michael Cochez
Published at The Semantic Web.
Recent advances in extracting and processing rich semantics from medical texts
link
2019
Kerstin Denecke
Frank van Harmelen
Published at Artif. Intell. Medicine.
User-centric pattern mining on knowledge graphs: An archaeological case study
link
2019
Xander Wilcke
Victor de Boer
M. T. M. de Kleijn
Frank van Harmelen
Henk J. Scholten
Published at J. Web Semant..
Combining learning and reasoning: new challenges for knowledge graphs
link
2019
Frank van Harmelen
Published at Extraction et Gestion des connaissances, EGC 2019, Metz, France, January 21-25, 2019.
Contextual Entity Disambiguation in Domains with Weak Identity Criteria: Disambiguating Golden Age Amsterdamers
link
2019
Al Koudous Idrissou
Veruska Zamborlini
Frank van Harmelen
Chiara Latronico
Published at Proceedings of the 10th International Conference on Knowledge Capture, K-CAP 2019, Marina Del Rey, CA, USA, November 19-21, 2019.
Observing LOD Using Equivalent Set Graphs: It Is Mostly Flat and Sparsely Linked
link
2019
Luigi Asprino
Wouter Beek
Paolo Ciancarini
Frank van Harmelen
Valentina Presutti
Published at The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I.
Published at Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas) co-located with 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand, October 26-30, 2019.
Published at The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I.
Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - Third China Conference, CCKS 2018, Tianjin, China, August 14-17, 2018, Revised Selected Papers
link
2019
Ten years of knowledge representation for health care (2009-2018): Topics, trends, and challenges
link
2019
David Riaño
Mor Peleg
Annette ten Teije
Published at Artif. Intell. Medicine.
Artificial Intelligence in Medicine - 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Poznan, Poland, June 26-29, 2019, Proceedings
link
2019
Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers
link
2019
Reinforcement Learning for Personalized Dialogue Management
link
2019
Floris den Hengst
Mark Hoogendoorn
Frank van Harmelen
Joost Bosman
Published at 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019, Thessaloniki, Greece, October 14-17, 2019.
reinforcement learning
A lightweight privacy and integrity preserving range query scheme for mobile cloud computing
link
2019
Zhou Xu
Yaping Lin
Voundi Koe Arthur Sandor
Zhisheng Huang
Xinbo Liu
Published at Comput. Secur..
Document recommendation based on interests of co-authors for brain science
link
2019
Han Zhong
Zhisheng Huang
Published at Health Inf. Sci. Syst..
Classification of Skin Pigmented Lesions Based on Deep Residual Network
link
2019
Yunfei Qi
Shaofu Lin
Zhisheng Huang
Published at Health Information Science - 8th International Conference, HIS 2019, Xi'an, China, October 18-20, 2019, Proceedings.
Document Recommendation Based on Interests of Co-authors for Brain Science
link
2019
Han Zhong
Zhisheng Huang
Published at Health Information Science - 8th International Conference, HIS 2019, Xi'an, China, October 18-20, 2019, Proceedings.
Evidence-Based Analysis of Neurotransmitter Modulation by Gut Microbiota
link
2019
Ting Liu
Zhisheng Huang
Published at Health Information Science - 8th International Conference, HIS 2019, Xi'an, China, October 18-20, 2019, Proceedings.
Semantic Processing of Personality Description for Depression Patients
link
2019
Zhisheng Huang
Qing Hu
Haiyuan Wang
Yahan Zhang
Jie Yang
Gang Wang
Published at Health Information Science - 8th International Conference, HIS 2019, Xi'an, China, October 18-20, 2019, Proceedings.
Health Information Science - 8th International Conference, HIS 2019, Xi'an, China, October 18-20, 2019, Proceedings
link
2019
Time Recognition of Chinese Electronic Medical Record of Depression Based on Conditional Random Field
link
2019
Shaofu Lin
Yuanyuan Zhao
Zhisheng Huang
Published at Brain Informatics - 12th International Conference, BI 2019, Haikou, China, December 13-15, 2019, Proceedings.
Knowledge Graphs: New Directions for Knowledge Representation on the Semantic Web (Dagstuhl Seminar 18371)
link
2019
Piero Andrea Bonatti
Stefan Decker
Axel Polleres
Valentina Presutti
Published at Dagstuhl Reports.
A Boxology of Design Patterns forHybrid Learning and Reasoning Systems
link
2019
Frank van Harmelen
Annette ten Teije
Published at J. Web Eng..
End-to-End Learning from Complex Multigraphs with Latent-Graph Convolutional Networks
2019
Floris Hermsen
Peter Bloem
Fabian Jansen
Wolf Vos
Published at arXiv preprint arXiv:1908.05365.
A hybrid 3DCNN and 3DC-LSTM based model for 4D spatio-temporal fMRI data: an ABIDE autism classification study
2019
Ahmed El-Gazzar
Mirjam Quaak
Leonardo Cerliani
Peter Bloem
Guido van Wingen
Rajat Mani Thomas
Published at OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging: Second International Workshop, OR 2.0 2019, and Second International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings 2.
biomedical
machine learning
Exploiting temporality for semi-supervised video segmentation
2019
Radu Sibechi
Olaf Booij
Nora Baka
Peter Bloem
Published at Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops.
computer vision
machine learning
video
Semi-supervised Learning using Differentiable Reasoning
link
2019
Emile van Krieken
Erman Acar
Frank van Harmelen
Published at FLAP.
Neurosymbolic AI
Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019) Stanford University, Palo Alto, California, USA, March 25-27, 2019., Stanford University, Palo Alto, California, USA, March 25-27, 2019
link
2019
The Linked Open Data cloud is more abstract, flatter and less linked than you may think!
link
2019
Luigi Asprino
Wouter Beek
Paolo Ciancarini
Frank van Harmelen
Valentina Presutti
The sameAs Problem: A Survey on Identity Management in the Web of Data
link
2019
Joe Raad
Nathalie Pernelle
Fatiha Saïs
Wouter Beek
Frank van Harmelen
Extraction of Semantic Relations from Medical Literature Based on Semantic Predicates and SVM
link
2018
Xiaoli Zhao
Shaofu Lin
Zhisheng Huang
Published at Health Information Science - 7th International Conference, HIS 2018, Cairns, QLD, Australia, October 5-7, 2018, Proceedings.
A Secure and Efficient Privacy-Preserving Range Query Scheme in Location-Based Services
link
2018
Zhisheng Huang
Xiai Yan
Yaping Lin
Zhou Xu
Feng Lin
Published at IEEE Access.
Health Information Science - 7th International Conference, HIS 2018, Cairns, QLD, Australia, October 5-7, 2018, Proceedings
link
2018
Literally better: Analyzing and improving the quality of literals
2018
Wouter Beek
Filip Ilievski
Jeremy Debattista
Stefan Schlobach
Jan Wielemaker
Published at Semantic Web.
Data quality
data observatory
linked data
quality assessment
quality improvement
Three tools for practical differential privacy
pdf
2018
Koen Lennart van der Veen
Ruben Seggers
Peter Bloem
Giorgio Patrini
Published at Privacy Preserving Machine Learning Workshop.
differential privacy
machine learning
Détection de liens d'identité erronés en utilisant la détection de communautés dans les graphes d'identité
link
2018
Joe Raad
Wouter Beek
Nathalie Pernelle
Fatiha Saïs
Frank van Harmelen
Published at Ingénierie des Systèmes d Inf..
Network Metrics for Assessing the Quality of Entity Resolution Between Multiple Datasets
link
2018
Al Koudous Idrissou
Frank van Harmelen
Peter van den Besselaar
Published at Knowledge Engineering and Knowledge Management - 21st International Conference, EKAW 2018, Nancy, France, November 12-16, 2018, Proceedings.
sameAs.cc: The Closure of 500M owl: sameAs Statements
link
2018
Wouter Beek
Joe Raad
Jan Wielemaker
Frank van Harmelen
Published at The Semantic Web - 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings.
Detecting Erroneous Identity Links on the Web Using Network Metrics
link
2018
Joe Raad
Wouter Beek
Frank van Harmelen
Nathalie Pernelle
Fatiha Saïs
Published at The Semantic Web - ISWC 2018 - 17th International Semantic Web Conference, Monterey, CA, USA, October 8-12, 2018, Proceedings, Part I.
Filtering Clinical Guideline Interactions with Pre-Conditions: A Case Study on Diabetes Guideline
pdf
2018
Veruska Zamborlini
Roelof van der Heijden
Annette ten Teije
Published at Proceedings of the Joint Proceedings of Reasoning with Ambiguous and Conflicting Evidence and Recommendations in Medicine (MedRACER 2018) and the 3rd International Workshop on Ontology Modularity, Contextuality, and Evolution (WOMoCoE 2018) co-located with the 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018), Tempe, Arizona, USA, October 29th, 2018.
Modeling relational data with graph convolutional networks
2018
M Schlichtkrull
TN Kipf
P Bloem
, R. vd, Titov, I. Berg
M. Welling
Published at European Semantic Web Conference, 593-607.
graph learning
knowledge graphs
The Knowledge Graph as the Default Data Model for Machine Learning
2017
Xander Wilcke
Peter Bloem
Victor De Boer
Published at Data Science.
End-to-End Learning
Knowledge Graphs
Machine Learning
Position paper
Semantic Web
An integrated approach for linked data browsing
2017
W. Beek
E. Folmer
Published at International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives.
Data browsing
Faceted browsing
Geo-spatial data
Graph navigation
Linked open data
Geoyasgui: The geosparql query editor and result set visualizer
2017
W. Beek
E. Folmer
L. Rietveld
J. Walker
Published at International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives.
GeoSPARQL
IDE
Linked open data
Open government
Semantic web
Querying Software Architecture Knowledge as Linked Open Data
An Ontology Model for Narrative Image Annotation in the Field of Cultural Heritage
pdf
2017
Xu Lei
Albert Meroño-Peñuela
Zhisheng Huang
Frank van Harmelen
Published at Proceedings of the Second Workshop on Humanities in the Semantic Web (WHiSe II) co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 22, 2017.
Informatics in the Future - Proceedings of the 11th European Computer Science Summit, ECSS 2015, Vienna, Austria, October 2015
link
2017
ARIADNE: Final Report on Data Mining
2017
W. X. Wilcke
V. de Boer
F.A.H. van Harmelen
M.T.M. de Kleijn
M. Wansleeben
Harry Dimitropoulos
Holly Wright
Artificial Intelligence in Medicine - 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings
link
2017
The YASGUI family of SPARQL clients
2016
Laurens Rietveld
Rinke Hoekstra
Published at Semantic Web.
Linked Data
SPARQL
data publishing
query formulation
Suitable Route Recommendation Inspired by Cognition
2016
Hui Wang
Jiajin Huang
Erzhong Zhou
Zhisheng Huang
Ning Zhong
WaaS—Wisdom as a Service
2016
Jianhui Chen
Jianhua Ma
Ning Zhong
Yiyu Yao
Jiming Liu
Runhe Huang
Wenbin Li
Zhisheng Huang
Yang Gao
A Monitoring System for the Safety of Building Structure Based on W2T Methodology
2016
Haiyuan Wang
Zhisheng Huang
Ning Zhong
Jiajin Huang
Yuzhong Han
Feng Zhang
Linked Data for Digital History: Lessons Learned from Three Case Studies
2016
V. de Boer
A. Merono Penuela
C. J. Ockeloen
Published at Anejos de la Revista de Historiografía.
Special Issue: Modern Hardware
2016
Peter Boncz
Wolfgang Lehner
Thomas Neumann
Published at VLDB Journal.
Interview with Frank van Harmelen on "Linked Data and Business Information Systems"
2016
Soeren Auer
Frank van Harmelen
Published at Business & Information Systems Engineering.
Predictive modeling of colorectal cancer using a dedicated pre-processing pipeline on routine electronic medical records
2016
Reinier Kop
Mark Hoogendoorn
Annette ten Teije
Frederike L. Büchner
Pauline Slottje
Leon M G Moons
Mattijs E. Numans
Published at Computers in Biology and Medicine.
Colorectal cancer
Data mining
Data processing
Electronic medical records
Machine learning
VectorH: Taking SQL-on-Hadoop to the next level
2016
Andrei Costea
Adrian Ionescu
Bogdan Raducanu
Michał Świtakowski
Cristian Bârca
Juliusz Sompolski
Alicja Łuszczak
Michał Szafrański
Giel De Nijs
Peter Boncz
Data Blocks: Hybrid OLTP and OLAP on compressed storage using both vectorization and compilation
2016
Harald Lang
Tobias Mühlbauer
Florian Funke
Peter Boncz
Thomas Neumann
Alfons Kemper
Powerful and efficient bulk shortest-path queries: Cypher language extension & Giraph implementation
2016
Peter Rutgers
Claudio Martella
Spyros Voulgaris
Peter Boncz
ClioPatria: A SWI-prolog infrastructure for the semantic web
2016
Jan Wielemaker
Wouter Beek
Michiel Hildebrand
Jacco Van Ossenbruggen
Published at Semantic Web.
Logic programming
Semantic Web framework
Triple store
Bitwise dimensional co-clustering for analytical workloads
2016
Stephan Baumann
Peter Boncz
Kai Uwe Sattler
Published at VLDB Journal.
Clustering
Data warehouse
Database design
Indexing
OLAP
Query processing
Sandwich operators
Storage
How organisation of architecture documentation affects architectural knowledge retrieval
2016
K.A. de Graaf
P. Liang
A. Tang
J. C. Vliet
Published at Science of Computer Programming.
Software architecture documentation
architectural knowledge retrieval
ontology-based documentation
semantic wiki
software architectural knowledge
software ontologies
LOD Laundromat: Why the Semantic Web needs centralization (even if we don't like it)
2016
Wouter Beek
Laurens Rietveld
Stefan Schlobach
Frank van Harmelen
Published at IEEE Internet Computing.
Internet/Web technologies
LOD
Linked Data
Linked Open Data
Semantic Web
A Contextualised Semantics for owl: sameAs
2016
W. G. J. Beek
K. S. Schlobach
F.A.H. van Harmelen
A Deep Neural Network for Link Prediction on Knowledge Graphs
2016
W. X. Wilcke
V. de Boer
F.A.H. van Harmelen
M.T.M. de Kleijn
Are names meaningful? Quantifying social meaning on the semantic web
2016
Steven de Rooij
Wouter Beek
Peter Bloem
Frank van Harmelen
Stefan Schlobach
A Task-based Comparison of Linguistic and Semantic Document Retrieval Methods in the Medical Domain
2016
Mohammad Shafahi
Qing Hu
Hamideh Afsarmanesh
Z. Huang
A.C.M. ten Teije
F.A.H. van Harmelen
Published at CEUR workshop proceedings.
Concept-based search
Document retrieval
Keyword search
Relation-based search
Semantic annotation
Adaptive delineation of functional urban areas using Linked Open Data.
2016
A. Khalili
P.A.A. van den Besselaar
Adaptive Linked Data-Driven Web Components: Building Flexible and Reusable Semantic Web Interfaces - Building Flexible and Reusable Semantic Web Interfaces
2016
Ali Khalili
A. Loizou
F.A.H. van Harmelen
An ecosystem for Linked Humanities Data
2016
Rinke Hoekstra
Albert Meroño-Peñuela
Kathrin Dentler
Auke Rijpma
Richard Zijdeman
Ivo Zandhuis
Published at CEUR workshop proceedings.
QBer
digital humanities
linked data
structured data
A topic-centric approach to detecting new evidences for evidence-based medical guidelines
2016
Qing Hu
Zisheng Huang
Annette ten Teije
Frank van Harmelen
M. Scott Marshall
Andre Dekker
Context-awareness
Evidence-based medical guidelines
Medical guideline update
Semantic distance
Topic-centric approach
Exploiting emergent schemas to make RDF systems more efficient
2016
Minh Duc Pham
Peter Boncz
Generalizing the Detection of Internal and External Interactions in Clinical Guidelines
2016
Veruska Carretta Zamborlini
Rinke Hoekstra
Marcos Da Silveira
Cedric Pruski
Annette ten Teije
Frank van Harmelen
Clinical guidelines
Knowledge representation
Ontologies
Semantic web
grlc Makes GitHub Taste Like Linked Data APIs
2016
A. Merono Penuela
R. J. Hoekstra
Git
GitHub
Linked data APIs
RESTFul
SPARQL
How Good Are Query Optimizers, Really?
2016
Viktor Leis
Andrey Gubichev
Atanas Mirchev
Peter Boncz
Alfons Kemper
Thomas Neumann
Inferring recommendation interactions in clinical guidelines
2016
Veruska Carretta Zamborlini
Rinke Hoekstra
Marcos Da Silveira
Cedric Pruski
A.C.M. ten Teije
F.A.H. van Harmelen
Published at Semantic Web.
Clinical knowledge representation
OWL
SPARQL
SWRL
combining medical guidelines
multimorbidity
reasoning
rules
Integrating Diachronous Conceptual Lexicons through Linked Open Data
2016
E. Maks
M.G.J. van Erp
P. T. J. M. Vossen
R. J. Hoekstra
N. van der Sijs
Kasadaka: a rapid prototyping platform for the rural poor
2016
A. Gossa Lo
K. S. Schlobach
V. de Boer
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms
2016
Alexandru Iosup
Tim Hegeman
Wing Lung Ngai
Stijn Heldens
Arnau Prat-Pérez
Thomas Manhardt
Hassan Chafi
Mihai Capota
Narayanan Sundaram
Michael J. Anderson
Ilie Gabriel Tanase
Yinglong Xia
Lifeng Nai
Peter A. Boncz
Published at PVLDB.
Interim report on the disambiguation results: RISIS Deliverable D25.1
2016
Stefan Schlobach
O. A. K. Idrissou
R. J. Hoekstra
A. Khalili
Frank van Harmelen
P.A.A. van den Besselaar
Knowledge Services Using Rule-Based Formalization for Eligibility Criteria of Clinical Trials
2016
Z. Huang
Q. Hu
A.C.M. ten Teije
F.A.H. van Harmelen
S. Ait-Mokhtar
Linked Data Reactor: a Framework for Building Reactive Linked Data Applications
2016
Ali Khalili
Published at CEUR workshop proceedings.
Publishing and Consuming Linked Data
2016
L. J. Rietveld
RISIS Integrated platform, Architecture and roadmap.: RISIS Deliverable 25.2
2016
Guillaume Orsal
Philippe Bruecker
Marc Barbier
P.A.A. van den Besselaar
A. Khalili
LOTUS: Adaptive text search for big linked data
2016
F. Ilievski
Wouter Beek
Marieke van Erp
Laurens Rietveld
Stefan Schlobach
Findability
Scalable data management
Semantic search
Text indexing
Managing metadata for science, technology and innovation studies: The RISIS case
2016
Al Koudous Idrissou
Ali Khalili
Rinke Hoekstra
Peter Van den Besselaar
Published at CEUR workshop proceedings.
digital humanities
linked data
metadata
research infrastructures
science & technologies studies
Phil@Scale: Computational methods within philosophy
2016
Pauline Van Wierst
Sanne Vrijenhoek
Stefan Schlobach
Arianna Betti
Published at CEUR workshop proceedings.
Refining Statistical Data on the Web
2016
Albert Merono Penuela
SCRY: Extending SPARQL with custom data processing methods for the life sciences
2016
Bas Stringer
Albert Meroño-peñuela
Sanne Abeln
Frank van Harmelen
Jaap Heringa
Published at CEUR workshop proceedings.
SPARQL
customization
data processing
extension
rdf generation
SMS: a linked open data infrastructure for science and innovation studies.
2016
Peter van den Besselaar
Ali Khalili
Oladele Idrissou
K. S. Schlobach
F.A.H. van Harmelen
SWISH: An Integrated Semantic Web Notebook
2016
Wouter Beek
Jan Wielemaker
The semantic web in an SMS
2016
Onno Valkering
Victor de Boer
Gossa Lô
Romy Blankendaal
Stefan Schlobach
Selected papers from the combined EKAW 2014 and Semantic Web journal track
2016
Stefan Schlobach
Krzysztof Janowicz
Published at Semantic Web.
SWISH for prototyping clinical guideline interactions theory
2016
Veruska Carretta Zamborlini
Jan Wielemaker
Marcos Da Silveira
Cedric Pruski
Annette ten Teije
F.A.H. van Harmelen
Published at CEUR workshop proceedings.
Clinical guideline interactions
Multimorbidity
Prolog
RDF
SWISH
The song remains the same: Lossless conversion and streaming of MIDI to RDF and back
2016
Albert Meroño-Peñuela
Rinke Hoekstra
Linked data
MIDI
Music streams
RDF
Towards an open data infrastructure for STI data. OECD Blue Sky Conference, Gent, September 2016
2016
Peter van den Besselaar
Ali Khalili
Klaas Andries de Graaf
Oladele Idrissou
A. Loizou
K. S. Schlobach
F.A.H. van Harmelen
大数据时代的语义技术
2016
Zhisheng Huang
Published at Journal of Digital Library Forum.
ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence (PAIS 2016)
2016
The Aggregate Dutch Historical Censuses
2015
Ashkan Ashkpour
Albert Meroño-Peñuela
Kees Mandemakers
Published at Historical Methods.
RDF
Semantic Web
harmonization
historical censuses
historical demography
social and economic history
Graphalytics: A big data benchmark for graph-processing platforms
2015
Mihai Capota
Tim Hegeman
Alexandru Iosup
Arnau Prat-Pérez
Orri Erling
Peter Boncz
The LDBC social network benchmark: Interactive workload
2015
Orri Erling
Alex Averbuch
Josep-Lluis Larriba-Pey
Hassan Chafi
Andrey Gubichev
Arnau Prat
Minh Duc Pham
Peter Boncz
Deriving an emergent relational schema from RDF data
2015
Minh Duc Pham
Linnea Passing
Orri Erling
Peter Boncz
RDF
Relational schema
Structure recognition
Why the Data Train Needs Semantic Rails
2015
Krzysztof Janowicz
Pascal Hitzler
James A. Hendler
Frank van Harmelen
Published at The AI Magazine.
We've Always Been Digital
2015
Albert Merono Penuela
Published at eHumanities Magazine 4.
Tracking down the habitat of folk songs
2015
B. Janssen
A. Merono
A. Ashkpour
C. D. M. Gueret
Published at eHumanities Magazine 4.
Analyzing Recommendations Interactions in Clinical Guidelines: Impact of action type hierarchies and causation beliefs
2015
Veruska Carretta Zamborlini
Marcos Da Silveira
Cedric Pruski
Annette ten Teije
Frank van Harmelen
Clinical knowledge representation
Combining medical guidelines
Multimorbidity
A Compact In-Memory Dictionary for RDF data
2015
Hamid R. Bazoubandi
Steven de Rooij
Jacopo Urbani
Annette ten Teije
Frank van Harmelen
Henri Bal
An Intelligent Monitoring System for the Safety of Building Structure under the W2T Framework
2015
H. Wang
Z. Huang
N. Zhong
Y. Han
F. Zhang
Automatic Verification of Road Signs based on Ontology
2015
D. Wang
Z. Huang
N. Zhong
D. Xu
X. Zhang
Zhi Wang
Cognition-inspired route evaluation using mobile phone data
2015
H. Wang
J. Huang
E. Zhou
Z. Huang
N. Zhong
CrowdLearn: Crowd-sourcing the Creation of Highly-structured e-Learning Content
2015
D. Tarasowa
A. Khalili
S. Auer
Published at International Journal of Engineering Pedagogy.
Detecting New Evidence for Evidence-based Guidelines Using a Semantic Distance Method
2015
Q. Hu
Z. Huang
A.C.M. ten Teije
F.A.H. van Harmelen
Enhancing reuse of structured eligibility criteria and supporting their relaxation.
2015
K. Milian
Rinke Hoekstra
A. Bucur
A.C.M. ten Teije
F.A.H. van Harmelen
J. Paulissen
Published at Journal of Biomedical Informatics.
Error analysis of Word Sense Disambiguation
2015
R. Izquirdo
M. C. Postma
P. T. J. M. Vossen
A Semantic Smart Hospital Information System for Mental Disorders
2015
Youjun Li
Z. Wan
J. Huang
J. Chen
Z. Huang
N. Zhong
Depicting and selecting preferable approaches to knowledge clustering - RISIS deliverable
2015
E. Israel
L. Villard
M. Revollo
D. Getz
V. Segal
P. Larédo
A. Khalili
A. Loizou
P.A.A. van den Besselaar
V. Veglio
B. Lepori
E. Reale
Finding Evidence for Updates in Medical Guidelines
2015
Roelof Reinders
Annette ten Teije
Zisheng Huang
Evidence-based medicine
Medical guideline updates
Medical guidelines
FoxPSL: An Extended and Scalable PSL Implementation
2015
S. Magliacane
P. Stutz
P. Groth
A. Bernstein
foxPSL: A Fast, Optimized and eXtended PSL implementation
2015
S. Magliacane
P. Stutz
P. Groth
A. Bernstein
Published at International Journal of Approximate Reasoning.
Frank: Algorithmic Access to the LOD Cloud
2015
W. G. J. Beek
L. J. Rietveld
Hubble: Linked data Hub for clinical decision support
2015
Rinke Hoekstra
Sara Magliacane
Laurens Rietveld
Gerben De Vries
Adianto Wibisono
Stefan Schlobach
Adverse event
Clinical decision support
Health care
Linked data
Identification of patients at risk for colorectal cancer in primary care: an explorative study with routine healthcare data
2015
N. R. Koning
L. N. G. Moons
F. L. Büchner
C. W. Helsper
A.C.M. ten Teije
M. E. Numans
Published at European Journal of Gastroenterology and Hepatology.
Identifying Evidence Quality for Updating Evidence-based Medical Guidelines
2015
Z. Huang
Q. Hu
A.C.M. ten Teije
F.A.H. van Harmelen
Frank: The LOD cloud at your fingertips?
2015
Wouter Beek
Laurens Rietveld
Published at Proceedings of the ESWC Developers Workshop 2015 co-located with the 12th Extended Semantic Web Conference (ESWC 2015).
Semantic technologies for historical research: A survey
link
2015
Albert Meroño-Peñuela
Ashkan Ashkpour
Marieke van Erp
Kees Mandemakers
Leen Breure
Andrea Scharnhorst
Stefan Schlobach
Frank van Harmelen
Published at Semantic Web.
ARIADNE: First Report on Data Mining
2015
W. X. Wilcke
Viktor de Boer
F.A.H. van Harmelen
Mauritius de Kleijn
M. Wansleeben
On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer
link
2015
Reinier Kop
Mark Hoogendoorn
Leon M. G. Moons
Mattijs E. Numans
Annette ten Teije
Published at Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings.
Knowledge Representation for Health Care - AIME 2015 International Joint Workshop, KR4HC/ProHealth 2015, Pavia, Italy, June 20, 2015, Revised Selected Papers
link
2015
A safe approximation for Kolmogorov complexity
pdf
2014
Peter Bloem
Francisco Mota
Steven de Rooij
Luís Antunes
Pieter Adriaans
Published at International Conference on Algorithmic Learning Theory.