DMKI Lab

Publications

2025

R. Stojanov, M. Jovanovik, S. Gramatikov, I. Mishkovski, E. Zdravevski, D. Sasanski, Z. Karapancheva, G. Spasovski, I. Vasileska, T. Eftimov, W. Zhuojun, J. Jankowski, D. Trajanov
Applicability Assessment of Technologies for Predictive and Prescriptive Analytics of Nephrology Big Data
In: Proteomics, 2025, e202400135
pdf
A. Moharanaj, M. Lissandrini, K. Hose
Smart SPARQL Advisor: Guiding Users in Query Formulation with Performance Prediction
In: VLDB 2025, to appear
to appear
M. Jovanovik, M. Vecovska, M. Jakubowski, and K. Hose
RDFGraphGen: An RDF Graph Generator based on SHACL Shapes
In: arxiv.org
pdf
A. Moharanaj, M. Lissandrini, K. Hose
PlanRGCN: Predicting SPARQL Query Performance
In: VLDB 2025, to appear
to appear
T. E. Jendal, M. Lissandrini, P. Dolog, K. Hose
The Limits of Graph Samplers for Training Inductive Recommender Systems (preprint)
In: VLDB 2025, to appear
to appear
S. Amer-Yahia, J. Bogojeska, R. Facchinetti, V. Franceschi, A. Gionis, K. Hose, G. Koutrika, R. Kouyos, M. Lissandrini, S. Maniu, K. Mirylenka, D. Mottin, T. Palpanas, M. Rigotti, Y. Velegrakis
Towards Reliable Conversational Data Analytics
In: EDBT 2025, pp. 962-969
pdf
E. Lavrinovics, R. Biswas, J. Bjerva, K. Hose
MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations
In: arxiv.org
pdf
M. Jovanovik, E. Milenkova, M. Jakubowski, K. Hose
Towards Generating Synthetic EHR Knowledge Graphs - a Probabilistic Approach
In: GOBLIN Workshop 2025, to appear
to appear
D. Tomaszuk, A. Smajevic, T. Sagi, K. Hose
FHIR Lens: A Graph-Based Approach to Semantic EHR Exploration
In: CBMS 2025, to appear
to appear
S. Ahmetaj, I. Boneva, J. Hidders, K. Hose, M. Jakubowski, J.E.L. Gayo, W. Martens, F. Mogavero, F. Murlak, C. Okulmus, A. Polleres, O. Savkovic, M. Simkus, D. Tomaszuk
Common Foundations of SHACL, ShEx, and PG-Schema
In: The Web Conference 2025, pp. 8-21
pdf
E. Lavrinovics, R. Biswas, J. Bjerva, K. Hose
Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective
In: Journal of Web Semantics, Volume 85, 2025
pdf
K. Rabbani, M. Lissandrini, A. Bonifati, K. Hose
Transforming RDF Graphs to Property Graphs using Standardized Schemas
In: SIGMOD 2025, Volume 2, Issue 6, pp. 1-25, 2024
to appear
M. P. Christensen, A. Leventidis, M. Lissandrini, L. Di Rocco, R. J. Miller, K. Hose
Fantastic Tables and Where to Find Them: Table Search in Semantic Data Lakes
In: EDBT 2025, pp. 397-410
pdf
T. Sagi, M. Zaga, S. Rusinek, M. R. Fekete, J. Bjerva, K. Hose
Utilizing Phonetic Similarity for Cross-language Toponym Matching - a Benchmark and Prototype
In: Language Resources and Evaluation, 2025, to appear
to appear
S. Ortega-Martorell, I. Olier, M. Ohlsson, G. Y. H. Lip, on behalf of the TARGET Consortium
TARGET: A Major European Project Aiming to Advance the Personalised Management of Atrial Fibrillation-Related Stroke via the Development of Health Virtual Twins Technology and Artificial Intelligence
In: Thrombosis and Haemostasis, 2025, 125:7-11
pdf

2024

A. Leventidis, M. P. Christensen, M. Lissandrini, L. Di Rocco , K. Hose, R. J. Miller
A Large Scale Test Corpus for Semantic Table Search
SIGIR 2024, pp. 1142--1151
pdf
M. Helali, N. Monjazeb, S. Vashisth, P. Carrier, A. Helal, A. Cavalcante, K. Ammar, K. Hose, E. Mansour
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data Science
ICDE 2024, pp. 179-192
pdf
Z. Asma, D. Hernandez, L. Galárraga, G. Flouris, I. Fundulaki, K. Hose
xNPCS: Native Provenance Computation for SPARQL
TheWebConf 2024, pp. 2085-2093 (video)
pdf
A. Kapenekakis, D. Dell‘Aglio, C. Vestegham, L. Ø. Poulsen, M. Bøgsted, M. Garofalakis, K. Hose
Synthesizing Accurate Relational Data under Differential Privacy
In: BigData 2024, to appear
pdf
T. Zeimetz, K. Hose, R. Schenkel
ORAQL: ORAQL: An Overlap and Reliability Aware Query Processing Layer for Federations of Triple Fragment Interfaces
In: SEMANTiCS 2024, pp. 328-344
pdf
E. R. Hansen, T. Sagi, K. Hose
Multimodal representation learning for medical analytics -- a systematic literature review
In: Health Informatics Journal, Volume 30, Issue 4, 2024
pdf
S. K. Larsen, L. E. Rasmussen, T. Sagi, K. Hose, Y. Lehahn
A benchmark and multi-stage pipeline for classifying underwater videos at scale
In: International Journal on Image and Data Fusion, 2024
pdf
I. Nematov, D. Sacharidis, K. Hose, T. Sagi
AIDE: Antithetical, Intent-based, and Diverse Example-Based Explanations (preprint)
In: AIES 2024, to appear
to appear
I. Nematov, D. Sacharidis, T. Sagi, K. Hose
The Susceptibility of Example-Based Explainability Methods to Class Outliers (preprint)
In: AIMLAI icw. ECML PKDD 2024, to appear
to appear
M. Corfixen, T. Heede, T. Sagi, M. Albertsen, T. D. Nielsen, K. Hose
Integrating Multi-Modal Spatial Data using Knowledge Graphs - a Case Study of Microflora Danica
SeWeBMeDa 2024 icw. ESWC 2024, CEUR Vol. 3726
pdf
M. Lissandrini, K. Rabbani, K. Hose
Mining Validating Shape for Large Knowledge Graphs via Dynamic Reservoir Sampling
SEBD 2024, pp. 25--34
pdf
A. Scherp, G. Groener, P. Skoda, K. Hose, M. Vidal
Semantic Web: Past, Present, and Future
TGDK 2024, Volume 2, Issue 1
pdf
S. Bhowmick, K. Hose
Data-driven PC-chair-in-the-loop Formation of Program Committees: An EDBT 2023 Experience
SIGMOD Record, 53(2), June 2024
pdf
T. E. Jendal, TH Le, H. Lauw, M. Lissandrini, P. Dolog, K. Hose
Hypergraphs with Attention on Reviews for Explainable Recommendation
In: ECIR 2024, pp. 230–246, 2024
pdf
P. Ceravolo, T. Cartarci, M. Console, P. Cudré-Mauroux, S. Groppe, K. Hose, J. Pokorny, O. Romero, R. Wrembel
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows
ACM SIGWEB Newsletter, Vol. 2024 Winter
pdf
S. Ortega-Martorell, I. Olier, G. Y. H. Lip, on behalf of the TARGET Consortium
A European network to develop virtual twin technology for personalized stroke mangement in atrial fibrillation: the TARGET consortium
In: European Heart Journal, Volume 46, Iusse 3, 2025, pp. 229-232
pdf
S. Ortega-Martorell, I. Olier, M. Ohlsson, G. Y. H. Lip, on behalf of the TARGET Consortium
Advancing personalised care in atrial fibrillation and stroke: The potential impact of AI from prevention to rehabilitation
In: Trends in Cardiovascular Medicine, 2024
pdf
D. Garigliotti, K. Balog, K. Hose, J. Bjerva
Recommending Tasks based on Search Queries and Missions
In: Journal of Natural Language Engineering, pp. 577-601, 2024
pdf

2023

A. Polleres, R. Pernisch, A. Bonifati, D. Dell‘Aglio, D. Dobriy, D. Dumbrava, L. Etcheverry, N. Ferranti, K. Hose, E. Jiminez-Ruiz, M. Lissandrini, A. Scherp, R. Tommasini, J. Wachs
How Does Knowledge Evolve in Open Knowledge Graphs?
TGDK, Vol. 1, Issue 1, Article No. 11, pp. 11:1–11:59
pdf
T. Zeimetz, K. Hose, R. Schenkel
Tunable Query Optimizer for Web APIs and User Preferences
In: K-CAP 2023, pp. 92-100
pdf
O. Pelgrin, R. Taelman, L. Galárraga, K. Hose
The Need for Better RDF Archiving Benchmarks
In: MepDAW 2023 icw. ISWC 2023, pp. 50-54
pdf
G. Abuoda, C. Aebeloe, D. Dell‘Aglio, A. Keen, K. Hose
StarBench: Benchmarking RDF-star Triplestores
In: QuWeDa 2023 icw. ISWC 2023, pp. 34-49
pdf
T. E. Jendal, M. Lissandrini, P. Dolog, K. Hose
GlnRec: A Gated Architecture for Inductive Recommendation using Knowledge Graphs
In: KARS 2023 icw. RecSys 2023, pp. 80-89
pdf
A. Lamurias, A. Tibo, K. Hose, M. Albertsen, T. D. Nielsen
Graph Neural Networks for Metagenomic Binning
In: CompBio Workshop icw. ICML 2023
pdf
C. Aebeloe, G. Montoya, K. Hose
Optimizing SPARQL Queries over Decentralized Knowledge Graphs (details)
In: Semantic Web Journal, vol. 14, no. 6, pp. 1121-1165, 2023
pdf
A. Lamurias, A. Tibo, K. Hose, M. Albertsen, T. D. Nielsen
Metagenomic Binning using Connectivity-constrained Variational Autoencoders
In: ICML 2023, pp. 18471-18481
pdf
K. Rabbani, M. Lissandrini, K. Hose
SHACTOR: Improving the Quality of Large-Scale Knowledge Graphs with Validating Shapes (details)
In: SIGMOD 2023, pp. 151-154
pdf
O. Pelgrin, R. Taelman, L. Galárraga, K. Hose
GLENDA: Querying RDF Archives with SPARQL (details)
ESWC Best Demo Award
In: ESWC 2023, pp. 75-80
pdf
E. R. Hansen, T. D. Nielsen, T. Mulvad, M. N. Strausholm, T. Sagi, K. Hose
Patient Event Sequences for Predicting Hospitalization Length of Stay
In: AIME 2023, pp. 51-56
pdf
F. Årup Nielsen, I. Lyhne, D. Garigliotti, A. Butzbach, E. R. Boess, K. Hose, L. Kørnøv
Environmental impact assessment reports in Wikidata and a Wikibase
In: SemTech4STLD workshop at ESWC 2023
pdf
L. Galárraga, D. Hernandez, A. Katim, K. Hose
Visualizing How-Provenance Explanations for SPARQL Queries (demo, code)
In: TheWebConf 2023, pp. 212-216
pdf
A. Zaitoun, T. Sagi, K. Hose
OntoEval: an Automated Ontology Evaluation System
In: TheWebConf 2023, pp. 82-85
pdf
A. Zaitoun, T. Sagi, K. Hose
Automated Ontology Evaluation: Evaluating Coverage and Correctness using a Domain Corpus
Best Paper Award
In: NLP4KGC workshop at TheWebConf 2023, pp. 1127-1137
pdf
B. Eyðfinsson Veyhe, T. Sagi, K. Hose
Scientific Data Extraction from Oceanographic Papers
In: Sci-K workshop at TheWebConf 2023, pp.800-804
pdf
D. Garigliotti, J. Bjerva, F. Årup Nielsen, A. Butzbach, I. Lyhne, L. Kørnøv, K. Hose
Do bridges dream of water pollutants? Towards DreamsKG, a knowledge graph to make digital access for sustainable environmental assessment come true
In: KGS workshop icw. TheWebConf 2023, pp. 724-730
pdf
E. R. Hansen, T. Sagi, K. Hose
Diagnosis Prediction over Patient Data using Hierarchical Medical Taxonomies
In: HEDAI workshop at EDBT 2023
pdf
K. Rabbani, M. Lissandrini, K. Hose
Extraction of Validating Shapes from very large Knowledge Graphs
In: PVLDB 2023, vol. 16, no. 5 (details)
pdf
O. Pelgrin, R. Taelman, L. Galárraga, K. Hose
Scaling Large RDF Archives To Very Long Histories
In: ICSC 2023, pp. 41-48
pdf
M. Lissandrini, K. Hose, T. B. Pedersen
Example-Driven Exploratory Analytics over Knowledge Graphs
In: EDBT 2023, pp. 105-117
pdf
Randi Jessen, Line Nielsen, Nicolai Balle Larsen, Arieh Sierra Cohen, Vithiagaran Gunalan, Elli-nor Marving, Alonzo Alfaro-Nunez, Charlotta Polacek, The Danish COVID-19 Genome Consortium (DCGC), Anders Fomsgaard, Katja Spiess
RT-qPCR system using a degenerate probe for specific identification and differentiation of SARS-CoV-2 Omicron (B.1.1.529) variants of concern
In: PLOS ONE, 2023
I. Lyhne, P.A. Nielsen, K. Hose, L. Kørnøv
Digitalisation of Environmental Assessment: The Danish Ecosystem Approach
In: UVP, 2023
E. R. Hansen, T. D. Nielsen, T. Mulvad, M. N. Strausholm, T. Sagi, K. Hose
Hospitalization Length of Stay Prediction using Patient Event Sequences
In: CoRR abs/2023.11042, 2023
pdf
M. Helali, S. Vashisth, P. Carrier, K. Hose, E. Mansour
Linked Data Science powered by Knowledge Graphs (details)
In: CoRR abs/2303.02204, 2023
pdf

Publications

2025

2024

2023

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