---
_id: '60048'
author:
- first_name: Raphael
full_name: Gerlach, Raphael
id: '32655'
last_name: Gerlach
orcid: 0009-0002-4750-2051
- first_name: Sören
full_name: von der Gracht, Sören
id: '97359'
last_name: von der Gracht
orcid: 0000-0002-8054-2058
- first_name: Michael
full_name: Dellnitz, Michael
last_name: Dellnitz
citation:
ama: 'Gerlach R, von der Gracht S, Dellnitz M. On the Dynamical Hierarchy in Gathering
Protocols with Circulant Topologies. In: Lecture Notes in Computer Science.
Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-91736-3_19'
apa: Gerlach, R., von der Gracht, S., & Dellnitz, M. (2025). On the Dynamical
Hierarchy in Gathering Protocols with Circulant Topologies. In Lecture Notes
in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-91736-3_19
bibtex: '@inbook{Gerlach_von der Gracht_Dellnitz_2025, place={Cham}, title={On the Dynamical
Hierarchy in Gathering Protocols with Circulant Topologies}, DOI={10.1007/978-3-031-91736-3_19},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Gerlach, Raphael and von der Gracht, Sören and Dellnitz, Michael}, year={2025}
}'
chicago: 'Gerlach, Raphael, Sören von der Gracht, and Michael Dellnitz. “On the Dynamical
Hierarchy in Gathering Protocols with Circulant Topologies.” In Lecture Notes
in Computer Science. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-91736-3_19.'
ieee: 'R. Gerlach, S. von der Gracht, and M. Dellnitz, “On the Dynamical Hierarchy
in Gathering Protocols with Circulant Topologies,” in Lecture Notes in Computer
Science, Cham: Springer Nature Switzerland, 2025.'
mla: Gerlach, Raphael, et al. “On the Dynamical Hierarchy in Gathering Protocols
with Circulant Topologies.” Lecture Notes in Computer Science, Springer
Nature Switzerland, 2025, doi:10.1007/978-3-031-91736-3_19.
short: 'R. Gerlach, S. von der Gracht, M. Dellnitz, in: Lecture Notes in Computer
Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-05-27T08:17:03Z
date_updated: 2025-05-27T08:22:42Z
department:
- _id: '101'
doi: 10.1007/978-3-031-91736-3_19
external_id:
arxiv:
- '2503.07576'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: ' ArXiv:2503.07576'
oa: '1'
place: Cham
project:
- _id: '106'
grant_number: '453112019'
name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031917356'
- '9783031917363'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies
type: book_chapter
user_id: '32655'
year: '2025'
...
---
_id: '62285'
abstract:
- lang: eng
text: 'The sliding square model is a widely used abstraction for studying self-reconfigurable
robotic systems, where modules are square-shaped robots that move by sliding or
rotating over one another. In this paper, we propose a novel distributed algorithm
that enables a group of modules to reconfigure into a rhombus shape, starting
from an arbitrary side-connected configuration. It is connectivity-preserving
and operates under minimal assumptions: one leader module, common chirality, constant
memory per module, and visibility and communication restricted to immediate neighbors.
Unlike prior work, which relaxes the original sliding square move-set, our approach
uses the unmodified move-set, addressing the additional challenge of handling
locked configurations. Our algorithm is sequential in nature and operates with
a worst-case time complexity of O(n^2) rounds, which is optimal for sequential
algorithms. To improve runtime, we introduce two parallel variants of the algorithm.
Both rely on a spanning tree data structure, allowing modules to make decisions
based on local connectivity. Our experimental results show a significant speedup
for the first variant, and a linear average runtime for the second variant, which
is worst-case optimal for parallel algorithms.'
author:
- first_name: Irina
full_name: Kostitsyna, Irina
last_name: Kostitsyna
- first_name: David Jan
full_name: Liedtke, David Jan
id: '55557'
last_name: Liedtke
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
citation:
ama: 'Kostitsyna I, Liedtke DJ, Scheideler C. Invited Paper: Distributed Rhombus
Formation of Sliding Squares. In: Bonomi S, Mandal PS, Robinson P, Sharma G, Tixeuil
S, eds. Stabilization, Safety, and Security of Distributed Systems. Springer
Nature Switzerland; 2025:325-342. doi:10.1007/978-3-032-11127-2_26'
apa: 'Kostitsyna, I., Liedtke, D. J., & Scheideler, C. (2025). Invited Paper:
Distributed Rhombus Formation of Sliding Squares. In S. Bonomi, P. S. Mandal,
P. Robinson, G. Sharma, & S. Tixeuil (Eds.), Stabilization, Safety, and
Security of Distributed Systems (pp. 325–342). Springer Nature Switzerland.
https://doi.org/10.1007/978-3-032-11127-2_26'
bibtex: '@inproceedings{Kostitsyna_Liedtke_Scheideler_2025, place={Cham}, title={Invited
Paper: Distributed Rhombus Formation of Sliding Squares}, DOI={10.1007/978-3-032-11127-2_26},
booktitle={Stabilization, Safety, and Security of Distributed Systems}, publisher={Springer
Nature Switzerland}, author={Kostitsyna, Irina and Liedtke, David Jan and Scheideler,
Christian}, editor={Bonomi, Silvia and Mandal, Partha Sarathi and Robinson, Peter
and Sharma, Gokarna and Tixeuil, Sebastien}, year={2025}, pages={325–342} }'
chicago: 'Kostitsyna, Irina, David Jan Liedtke, and Christian Scheideler. “Invited
Paper: Distributed Rhombus Formation of Sliding Squares.” In Stabilization,
Safety, and Security of Distributed Systems, edited by Silvia Bonomi, Partha
Sarathi Mandal, Peter Robinson, Gokarna Sharma, and Sebastien Tixeuil, 325–42.
Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-11127-2_26.'
ieee: 'I. Kostitsyna, D. J. Liedtke, and C. Scheideler, “Invited Paper: Distributed
Rhombus Formation of Sliding Squares,” in Stabilization, Safety, and Security
of Distributed Systems, Kathmandu, 2025, pp. 325–342, doi: 10.1007/978-3-032-11127-2_26.'
mla: 'Kostitsyna, Irina, et al. “Invited Paper: Distributed Rhombus Formation of Sliding
Squares.” Stabilization, Safety, and Security of Distributed Systems, edited
by Silvia Bonomi et al., Springer Nature Switzerland, 2025, pp. 325–42, doi:10.1007/978-3-032-11127-2_26.'
short: 'I. Kostitsyna, D.J. Liedtke, C. Scheideler, in: S. Bonomi, P.S. Mandal,
P. Robinson, G. Sharma, S. Tixeuil (Eds.), Stabilization, Safety, and Security
of Distributed Systems, Springer Nature Switzerland, Cham, 2025, pp. 325–342.'
conference:
end_date: 2025-10-11
location: Kathmandu
name: 27th International Symposium on Stabilization, Safety, and Security of Distributed
Systems (SSS)
start_date: 2025-10-09
date_created: 2025-11-23T21:07:12Z
date_updated: 2026-02-11T08:31:14Z
department:
- _id: '79'
doi: 10.1007/978-3-032-11127-2_26
editor:
- first_name: Silvia
full_name: Bonomi, Silvia
last_name: Bonomi
- first_name: Partha Sarathi
full_name: Mandal, Partha Sarathi
last_name: Mandal
- first_name: Peter
full_name: Robinson, Peter
last_name: Robinson
- first_name: Gokarna
full_name: Sharma, Gokarna
last_name: Sharma
- first_name: Sebastien
full_name: Tixeuil, Sebastien
last_name: Tixeuil
language:
- iso: eng
page: 325-342
place: Cham
publication: Stabilization, Safety, and Security of Distributed Systems
publication_identifier:
isbn:
- '9783032111265'
- '9783032111272'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Invited Paper: Distributed Rhombus Formation of Sliding Squares'
type: conference
user_id: '15578'
year: '2025'
...
---
_id: '64201'
author:
- first_name: Ivan
full_name: DeAndres-Tame, Ivan
last_name: DeAndres-Tame
- first_name: Muhammad
full_name: Faisal, Muhammad
last_name: Faisal
- first_name: Ruben
full_name: Tolosana, Ruben
last_name: Tolosana
- first_name: Rouqaiah
full_name: Al-Refai, Rouqaiah
last_name: Al-Refai
- first_name: Ruben
full_name: Vera-Rodriguez, Ruben
last_name: Vera-Rodriguez
- first_name: Philipp
full_name: Terhörst, Philipp
id: '97123'
last_name: Terhörst
citation:
ama: 'DeAndres-Tame I, Faisal M, Tolosana R, Al-Refai R, Vera-Rodriguez R, Terhörst
P. From Pixels to Words: Leveraging Explainability in Face Recognition Through
Interactive Natural Language Processing. In: Lecture Notes in Computer Science.
Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-87657-8_22'
apa: 'DeAndres-Tame, I., Faisal, M., Tolosana, R., Al-Refai, R., Vera-Rodriguez,
R., & Terhörst, P. (2025). From Pixels to Words: Leveraging Explainability
in Face Recognition Through Interactive Natural Language Processing. In Lecture
Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-87657-8_22'
bibtex: '@inbook{DeAndres-Tame_Faisal_Tolosana_Al-Refai_Vera-Rodriguez_Terhörst_2025,
place={Cham}, title={From Pixels to Words: Leveraging Explainability in Face Recognition
Through Interactive Natural Language Processing}, DOI={10.1007/978-3-031-87657-8_22},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={DeAndres-Tame, Ivan and Faisal, Muhammad and Tolosana, Ruben and Al-Refai,
Rouqaiah and Vera-Rodriguez, Ruben and Terhörst, Philipp}, year={2025} }'
chicago: 'DeAndres-Tame, Ivan, Muhammad Faisal, Ruben Tolosana, Rouqaiah Al-Refai,
Ruben Vera-Rodriguez, and Philipp Terhörst. “From Pixels to Words: Leveraging
Explainability in Face Recognition Through Interactive Natural Language Processing.”
In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland,
2025. https://doi.org/10.1007/978-3-031-87657-8_22.'
ieee: 'I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez,
and P. Terhörst, “From Pixels to Words: Leveraging Explainability in Face Recognition
Through Interactive Natural Language Processing,” in Lecture Notes in Computer
Science, Cham: Springer Nature Switzerland, 2025.'
mla: 'DeAndres-Tame, Ivan, et al. “From Pixels to Words: Leveraging Explainability
in Face Recognition Through Interactive Natural Language Processing.” Lecture
Notes in Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-87657-8_22.'
short: 'I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez,
P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland,
Cham, 2025.'
date_created: 2026-02-18T09:37:47Z
date_updated: 2026-02-19T07:51:35Z
doi: 10.1007/978-3-031-87657-8_22
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031876561'
- '9783031876578'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'From Pixels to Words: Leveraging Explainability in Face Recognition Through
Interactive Natural Language Processing'
type: book_chapter
user_id: '97123'
year: '2025'
...
---
_id: '62988'
author:
- first_name: Augustina C.
full_name: Amakor, Augustina C.
last_name: Amakor
- first_name: Manuel B.
full_name: Berkemeier, Manuel B.
last_name: Berkemeier
- first_name: Meike Claudia
full_name: Wohlleben, Meike Claudia
id: '43991'
last_name: Wohlleben
orcid: 0009-0009-9767-7168
- first_name: Walter
full_name: Sextro, Walter
id: '21220'
last_name: Sextro
- first_name: Sebastian
full_name: Peitz, Sebastian
last_name: Peitz
citation:
ama: 'Amakor AC, Berkemeier MB, Wohlleben MC, Sextro W, Peitz S. Surrogate-Assisted
Multi-objective Design of Complex Multibody Systems. In: Lecture Notes in Computer
Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-04555-3_21'
apa: Amakor, A. C., Berkemeier, M. B., Wohlleben, M. C., Sextro, W., & Peitz,
S. (2025). Surrogate-Assisted Multi-objective Design of Complex Multibody Systems.
In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-04555-3_21
bibtex: '@inbook{Amakor_Berkemeier_Wohlleben_Sextro_Peitz_2025, place={Cham}, title={Surrogate-Assisted
Multi-objective Design of Complex Multibody Systems}, DOI={10.1007/978-3-032-04555-3_21},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Amakor, Augustina C. and Berkemeier, Manuel B. and Wohlleben, Meike Claudia
and Sextro, Walter and Peitz, Sebastian}, year={2025} }'
chicago: 'Amakor, Augustina C., Manuel B. Berkemeier, Meike Claudia Wohlleben, Walter
Sextro, and Sebastian Peitz. “Surrogate-Assisted Multi-Objective Design of Complex
Multibody Systems.” In Lecture Notes in Computer Science. Cham: Springer
Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-04555-3_21.'
ieee: 'A. C. Amakor, M. B. Berkemeier, M. C. Wohlleben, W. Sextro, and S. Peitz,
“Surrogate-Assisted Multi-objective Design of Complex Multibody Systems,” in Lecture
Notes in Computer Science, Cham: Springer Nature Switzerland, 2025.'
mla: Amakor, Augustina C., et al. “Surrogate-Assisted Multi-Objective Design of Complex
Multibody Systems.” Lecture Notes in Computer Science, Springer Nature
Switzerland, 2025, doi:10.1007/978-3-032-04555-3_21.
short: 'A.C. Amakor, M.B. Berkemeier, M.C. Wohlleben, W. Sextro, S. Peitz, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-12-09T12:46:17Z
date_updated: 2026-03-03T06:32:10Z
department:
- _id: '151'
doi: 10.1007/978-3-032-04555-3_21
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032045546'
- '9783032045553'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
status: public
title: Surrogate-Assisted Multi-objective Design of Complex Multibody Systems
type: book_chapter
user_id: '43991'
year: '2025'
...
---
_id: '60497'
abstract:
- lang: eng
text: Despite the advantages that the virtual knowledge graph paradigm has brought
to many application domains, state-of-the-art systems still do not support popular
graph database management systems like Neo4j. Their query rewriting algorithms
focus on languages like conjunctive queries and their unions, which were developed
for relational data and are poorly suited for graph data. Moreover, they also
limit the expressiveness of the ontology languages that admit rewritings, restricting
them to those that enjoy the so-called FO-rewritability property. Rewritings have
thus focused on the DL-Lite family of Description Logics. In this paper, we propose
a technique for rewriting a family of navigational queries for a suitably tailored
fragment of ELHI. Leveraging navigational features in the target query language,
we can include some widely-used axiom shapes not supported by DL-Lite. We implemented
a proof-of-concept prototype that rewrites into Cypher queries, and tested it
on a real-world cognitive neuroscience use case with promising results.
author:
- first_name: Bianca
full_name: Löhnert, Bianca
last_name: Löhnert
- first_name: Nikolaus
full_name: Augsten, Nikolaus
last_name: Augsten
- first_name: Cem
full_name: Okulmus, Cem
id: '114410'
last_name: Okulmus
orcid: 0000-0002-7742-0439
- first_name: Magdalena
full_name: Ortiz, Magdalena
last_name: Ortiz
citation:
ama: 'Löhnert B, Augsten N, Okulmus C, Ortiz M. Towards Practicable Algorithms for Rewriting
Graph Queries Beyond DL-Lite. In: The Semantic Web - 22nd European Semantic
Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings,
Part {I}. Vol 15718. Lecture Notes in Computer Science. Springer Nature Switzerland;
2025:342--361. doi:10.1007/978-3-031-94575-5_19'
apa: Löhnert, B., Augsten, N., Okulmus, C., & Ortiz, M. (2025). Towards Practicable
Algorithms for Rewriting Graph Queries Beyond DL-Lite. The Semantic Web - 22nd
European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025,
Proceedings, Part {I}, 15718, 342--361. https://doi.org/10.1007/978-3-031-94575-5_19
bibtex: '@inproceedings{Löhnert_Augsten_Okulmus_Ortiz_2025, series={Lecture Notes
in Computer Science}, title={Towards Practicable Algorithms for Rewriting Graph
Queries Beyond DL-Lite}, volume={15718}, DOI={10.1007/978-3-031-94575-5_19},
booktitle={The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025,
Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}}, publisher={Springer
Nature Switzerland}, author={Löhnert, Bianca and Augsten, Nikolaus and Okulmus,
Cem and Ortiz, Magdalena}, year={2025}, pages={342--361}, collection={Lecture
Notes in Computer Science} }'
chicago: Löhnert, Bianca, Nikolaus Augsten, Cem Okulmus, and Magdalena Ortiz. “Towards
Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite.” In The
Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia,
June 1-5, 2025, Proceedings, Part {I}, 15718:342--361. Lecture Notes in Computer
Science. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-94575-5_19.
ieee: 'B. Löhnert, N. Augsten, C. Okulmus, and M. Ortiz, “Towards Practicable Algorithms
for Rewriting Graph Queries Beyond DL-Lite,” in The Semantic Web - 22nd European
Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings,
Part {I}, Portorož, Slovenia, 2025, vol. 15718, pp. 342--361, doi: 10.1007/978-3-031-94575-5_19.'
mla: Löhnert, Bianca, et al. “Towards Practicable Algorithms for Rewriting Graph
Queries Beyond DL-Lite.” The Semantic Web - 22nd European Semantic Web Conference,
{ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}, vol.
15718, Springer Nature Switzerland, 2025, pp. 342--361, doi:10.1007/978-3-031-94575-5_19.
short: 'B. Löhnert, N. Augsten, C. Okulmus, M. Ortiz, in: The Semantic Web - 22nd
European Semantic Web Conference, {ESWC} 2025, Portoroz, Slovenia, June 1-5, 2025,
Proceedings, Part {I}, Springer Nature Switzerland, 2025, pp. 342--361.'
conference:
end_date: 2025-06-05
location: Portorož, Slovenia
name: 22th European Semantic Web Conference (ESWC 2025)
start_date: 2025-06-01
date_created: 2025-07-02T11:46:06Z
date_updated: 2025-07-02T11:55:19Z
department:
- _id: '888'
doi: 10.1007/978-3-031-94575-5_19
intvolume: ' 15718'
keyword:
- Ontology-based Data Access
- Property Graphs
- Navigational Queries
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2405.18181
oa: '1'
page: 342--361
publication: The Semantic Web - 22nd European Semantic Web Conference, {ESWC} 2025,
Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part {I}
publication_identifier:
isbn:
- '9783031945748'
- '9783031945755'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Towards Practicable Algorithms for Rewriting Graph Queries Beyond DL-Lite
type: conference
user_id: '114410'
volume: 15718
year: '2025'
...
---
_id: '61098'
author:
- first_name: Sascha Benjamin
full_name: Kaltenpoth, Sascha Benjamin
id: '50640'
last_name: Kaltenpoth
- first_name: Alexander Marcus
full_name: Skolik, Alexander Marcus
id: '92908'
last_name: Skolik
orcid: 0009-0006-2519-1765
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Kaltenpoth SB, Skolik AM, Müller O, Beverungen D. A Step Towards Cognitive
Automation: Integrating LLM Agents with Process Rules. In: Lecture Notes in
Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-02867-9_19'
apa: 'Kaltenpoth, S. B., Skolik, A. M., Müller, O., & Beverungen, D. (2025).
A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules.
Lecture Notes in Computer Science. 23rd International Conference on Business
Process Management, Sevilla. https://doi.org/10.1007/978-3-032-02867-9_19'
bibtex: '@inproceedings{Kaltenpoth_Skolik_Müller_Beverungen_2025, place={Cham},
title={A Step Towards Cognitive Automation: Integrating LLM Agents with Process
Rules}, DOI={10.1007/978-3-032-02867-9_19},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Kaltenpoth, Sascha Benjamin and Skolik, Alexander Marcus and Müller, Oliver
and Beverungen, Daniel}, year={2025} }'
chicago: 'Kaltenpoth, Sascha Benjamin, Alexander Marcus Skolik, Oliver Müller, and
Daniel Beverungen. “A Step Towards Cognitive Automation: Integrating LLM Agents
with Process Rules.” In Lecture Notes in Computer Science. Cham: Springer
Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-02867-9_19.'
ieee: 'S. B. Kaltenpoth, A. M. Skolik, O. Müller, and D. Beverungen, “A Step Towards
Cognitive Automation: Integrating LLM Agents with Process Rules,” presented at
the 23rd International Conference on Business Process Management, Sevilla, 2025,
doi: 10.1007/978-3-032-02867-9_19.'
mla: 'Kaltenpoth, Sascha Benjamin, et al. “A Step Towards Cognitive Automation:
Integrating LLM Agents with Process Rules.” Lecture Notes in Computer Science,
Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-02867-9_19.'
short: 'S.B. Kaltenpoth, A.M. Skolik, O. Müller, D. Beverungen, in: Lecture Notes
in Computer Science, Springer Nature Switzerland, Cham, 2025.'
conference:
end_date: 2025-09-05
location: Sevilla
name: 23rd International Conference on Business Process Management
start_date: 2025-08-31
date_created: 2025-08-30T09:43:49Z
date_updated: 2025-08-30T09:50:22Z
doi: 10.1007/978-3-032-02867-9_19
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032028662'
- '9783032028679'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules'
type: conference
user_id: '92908'
year: '2025'
...
---
_id: '61127'
author:
- first_name: Julie M.
full_name: Haney, Julie M.
last_name: Haney
- first_name: Yasemin
full_name: Acar, Yasemin
last_name: Acar
- first_name: Anna
full_name: Li, Anna
last_name: Li
- first_name: Faith
full_name: Haney, Faith
last_name: Haney
citation:
ama: 'Haney JM, Acar Y, Li A, Haney F. Smart Home Users’ Security and Privacy Perceptions
and Actions Differ By Device Category: Results from a U.S. Survey. In: Lecture
Notes in Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-92840-6_11'
apa: 'Haney, J. M., Acar, Y., Li, A., & Haney, F. (2025). Smart Home Users’
Security and Privacy Perceptions and Actions Differ By Device Category: Results
from a U.S. Survey. In Lecture Notes in Computer Science. Springer Nature
Switzerland. https://doi.org/10.1007/978-3-031-92840-6_11'
bibtex: '@inbook{Haney_Acar_Li_Haney_2025, place={Cham}, title={Smart Home Users’
Security and Privacy Perceptions and Actions Differ By Device Category: Results
from a U.S. Survey}, DOI={10.1007/978-3-031-92840-6_11},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Haney, Julie M. and Acar, Yasemin and Li, Anna and Haney, Faith}, year={2025}
}'
chicago: 'Haney, Julie M., Yasemin Acar, Anna Li, and Faith Haney. “Smart Home Users’
Security and Privacy Perceptions and Actions Differ By Device Category: Results
from a U.S. Survey.” In Lecture Notes in Computer Science. Cham: Springer
Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-92840-6_11.'
ieee: 'J. M. Haney, Y. Acar, A. Li, and F. Haney, “Smart Home Users’ Security and Privacy
Perceptions and Actions Differ By Device Category: Results from a U.S. Survey,”
in Lecture Notes in Computer Science, Cham: Springer Nature Switzerland,
2025.'
mla: 'Haney, Julie M., et al. “Smart Home Users’ Security and Privacy Perceptions
and Actions Differ By Device Category: Results from a U.S. Survey.” Lecture
Notes in Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-92840-6_11.'
short: 'J.M. Haney, Y. Acar, A. Li, F. Haney, in: Lecture Notes in Computer Science,
Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-09-04T11:11:54Z
date_updated: 2025-09-04T11:15:39Z
doi: 10.1007/978-3-031-92840-6_11
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031928390'
- '9783031928406'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Smart Home Users’ Security and Privacy Perceptions and Actions Differ By Device
Category: Results from a U.S. Survey'
type: book_chapter
user_id: '94636'
year: '2025'
...
---
_id: '61184'
author:
- first_name: John
full_name: Augustine, John
last_name: Augustine
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
- first_name: Julian
full_name: Werthmann, Julian
id: '50024'
last_name: Werthmann
citation:
ama: 'Augustine J, Scheideler C, Werthmann J. Supervised Distributed Computing.
In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2025.
doi:10.1007/978-3-031-99872-0_4'
apa: Augustine, J., Scheideler, C., & Werthmann, J. (2025). Supervised Distributed
Computing. Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-031-99872-0_4
bibtex: '@inproceedings{Augustine_Scheideler_Werthmann_2025, place={Cham}, title={Supervised
Distributed Computing}, DOI={10.1007/978-3-031-99872-0_4},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Augustine, John and Scheideler, Christian and Werthmann, Julian}, year={2025}
}'
chicago: 'Augustine, John, Christian Scheideler, and Julian Werthmann. “Supervised
Distributed Computing.” In Lecture Notes in Computer Science. Cham: Springer
Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-99872-0_4.'
ieee: 'J. Augustine, C. Scheideler, and J. Werthmann, “Supervised Distributed Computing,”
2025, doi: 10.1007/978-3-031-99872-0_4.'
mla: Augustine, John, et al. “Supervised Distributed Computing.” Lecture Notes
in Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-99872-0_4.
short: 'J. Augustine, C. Scheideler, J. Werthmann, in: Lecture Notes in Computer
Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-09-11T08:30:57Z
date_updated: 2025-09-11T08:33:27Z
doi: 10.1007/978-3-031-99872-0_4
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031998713'
- '9783031998720'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Supervised Distributed Computing
type: conference
user_id: '50024'
year: '2025'
...
---
_id: '61222'
author:
- first_name: Michael
full_name: Lenke, Michael
id: '32621'
last_name: Lenke
- first_name: Nils
full_name: Klowait, Nils
id: '98454'
last_name: Klowait
orcid: 0000-0002-7347-099X
- first_name: Lea
full_name: Biere, Lea
id: '46664'
last_name: Biere
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: 'Lenke M, Klowait N, Biere L, Schulte C. Assessing AI Literacy: A Systematic
Review of Questionnaires with Emphasis on Affective, Behavioral, Cognitive, and Ethical
Aspects. In: Lecture Notes in Computer Science. Springer Nature Switzerland;
2025. doi:10.1007/978-3-032-01222-7_8'
apa: 'Lenke, M., Klowait, N., Biere, L., & Schulte, C. (2025). Assessing AI
Literacy: A Systematic Review of Questionnaires with Emphasis on Affective, Behavioral,
Cognitive, and Ethical Aspects. In Lecture Notes in Computer Science. Springer
Nature Switzerland. https://doi.org/10.1007/978-3-032-01222-7_8'
bibtex: '@inbook{Lenke_Klowait_Biere_Schulte_2025, place={Cham}, title={Assessing
AI Literacy: A Systematic Review of Questionnaires with Emphasis on Affective,
Behavioral, Cognitive, and Ethical Aspects}, DOI={10.1007/978-3-032-01222-7_8},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Lenke, Michael and Klowait, Nils and Biere, Lea and Schulte, Carsten},
year={2025} }'
chicago: 'Lenke, Michael, Nils Klowait, Lea Biere, and Carsten Schulte. “Assessing
AI Literacy: A Systematic Review of Questionnaires with Emphasis on Affective,
Behavioral, Cognitive, and Ethical Aspects.” In Lecture Notes in Computer Science.
Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-01222-7_8.'
ieee: 'M. Lenke, N. Klowait, L. Biere, and C. Schulte, “Assessing AI Literacy: A
Systematic Review of Questionnaires with Emphasis on Affective, Behavioral, Cognitive,
and Ethical Aspects,” in Lecture Notes in Computer Science, Cham: Springer
Nature Switzerland, 2025.'
mla: 'Lenke, Michael, et al. “Assessing AI Literacy: A Systematic Review of Questionnaires
with Emphasis on Affective, Behavioral, Cognitive, and Ethical Aspects.” Lecture
Notes in Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-01222-7_8.'
short: 'M. Lenke, N. Klowait, L. Biere, C. Schulte, in: Lecture Notes in Computer
Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-09-11T14:02:42Z
date_updated: 2025-09-11T14:07:54Z
department:
- _id: '67'
doi: 10.1007/978-3-032-01222-7_8
language:
- iso: eng
place: Cham
project:
- _id: '119'
name: TRR 318 - Project Area Ö
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032012210'
- '9783032012227'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Assessing AI Literacy: A Systematic Review of Questionnaires with Emphasis
on Affective, Behavioral, Cognitive, and Ethical Aspects'
type: book_chapter
user_id: '98454'
year: '2025'
...
---
_id: '61375'
author:
- first_name: Malte Fabian
full_name: Reineke, Malte Fabian
id: '60641'
last_name: Reineke
- first_name: Bernd
full_name: Löhr, Bernd
id: '56760'
last_name: Löhr
orcid: 0000-0001-9581-4602
- first_name: Agnes
full_name: Aßbrock, Agnes
last_name: Aßbrock
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Reineke MF, Löhr B, Aßbrock A, Bartelheimer C, Beverungen D. From Temporary
Fixes to Informed Decisions—Design Echelons for Evaluating Workarounds. In: International
Conference on Business Process Management 2025. Springer Nature Switzerland;
2025. doi:10.1007/978-3-032-02867-9_32'
apa: Reineke, M. F., Löhr, B., Aßbrock, A., Bartelheimer, C., & Beverungen,
D. (2025). From Temporary Fixes to Informed Decisions—Design Echelons for Evaluating
Workarounds. International Conference on Business Process Management 2025.
https://doi.org/10.1007/978-3-032-02867-9_32
bibtex: '@inproceedings{Reineke_Löhr_Aßbrock_Bartelheimer_Beverungen_2025, place={Cham},
title={From Temporary Fixes to Informed Decisions—Design Echelons for Evaluating
Workarounds}, DOI={10.1007/978-3-032-02867-9_32},
booktitle={International Conference on Business Process Management 2025}, publisher={Springer
Nature Switzerland}, author={Reineke, Malte Fabian and Löhr, Bernd and Aßbrock,
Agnes and Bartelheimer, Christian and Beverungen, Daniel}, year={2025} }'
chicago: 'Reineke, Malte Fabian, Bernd Löhr, Agnes Aßbrock, Christian Bartelheimer,
and Daniel Beverungen. “From Temporary Fixes to Informed Decisions—Design Echelons
for Evaluating Workarounds.” In International Conference on Business Process
Management 2025. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-02867-9_32.'
ieee: 'M. F. Reineke, B. Löhr, A. Aßbrock, C. Bartelheimer, and D. Beverungen, “From
Temporary Fixes to Informed Decisions—Design Echelons for Evaluating Workarounds,”
2025, doi: 10.1007/978-3-032-02867-9_32.'
mla: Reineke, Malte Fabian, et al. “From Temporary Fixes to Informed Decisions—Design
Echelons for Evaluating Workarounds.” International Conference on Business
Process Management 2025, Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-02867-9_32.
short: 'M.F. Reineke, B. Löhr, A. Aßbrock, C. Bartelheimer, D. Beverungen, in: International
Conference on Business Process Management 2025, Springer Nature Switzerland, Cham,
2025.'
date_created: 2025-09-18T15:21:13Z
date_updated: 2025-10-14T06:55:45Z
department:
- _id: '195'
doi: 10.1007/978-3-032-02867-9_32
language:
- iso: eng
place: Cham
publication: International Conference on Business Process Management 2025
publication_identifier:
isbn:
- '9783032028662'
- '9783032028679'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: From Temporary Fixes to Informed Decisions—Design Echelons for Evaluating Workarounds
type: conference
user_id: '60641'
year: '2025'
...
---
_id: '61765'
author:
- first_name: Andreas
full_name: Mazur, Andreas
last_name: Mazur
- first_name: Henning
full_name: Peters, Henning
last_name: Peters
- first_name: André
full_name: Artelt, André
last_name: Artelt
- first_name: Lukas
full_name: Koller, Lukas
last_name: Koller
- first_name: Christoph
full_name: Hartmann, Christoph
last_name: Hartmann
- first_name: Ansgar
full_name: Trächtler, Ansgar
id: '552'
last_name: Trächtler
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
citation:
ama: 'Mazur A, Peters H, Artelt A, et al. Studying the Generalization Behavior of Surrogate
Models for Punch-Bending by Generating Plausible Counterfactuals. In: Lecture
Notes in Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-04555-3_16'
apa: Mazur, A., Peters, H., Artelt, A., Koller, L., Hartmann, C., Trächtler, A.,
& Hammer, B. (2025). Studying the Generalization Behavior of Surrogate Models
for Punch-Bending by Generating Plausible Counterfactuals. In Lecture Notes
in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-04555-3_16
bibtex: '@inbook{Mazur_Peters_Artelt_Koller_Hartmann_Trächtler_Hammer_2025, place={Cham},
title={Studying the Generalization Behavior of Surrogate Models for Punch-Bending
by Generating Plausible Counterfactuals}, DOI={10.1007/978-3-032-04555-3_16},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Mazur, Andreas and Peters, Henning and Artelt, André and Koller, Lukas
and Hartmann, Christoph and Trächtler, Ansgar and Hammer, Barbara}, year={2025}
}'
chicago: 'Mazur, Andreas, Henning Peters, André Artelt, Lukas Koller, Christoph
Hartmann, Ansgar Trächtler, and Barbara Hammer. “Studying the Generalization Behavior
of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals.”
In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland,
2025. https://doi.org/10.1007/978-3-032-04555-3_16.'
ieee: 'A. Mazur et al., “Studying the Generalization Behavior of Surrogate
Models for Punch-Bending by Generating Plausible Counterfactuals,” in Lecture
Notes in Computer Science, Cham: Springer Nature Switzerland, 2025.'
mla: Mazur, Andreas, et al. “Studying the Generalization Behavior of Surrogate Models
for Punch-Bending by Generating Plausible Counterfactuals.” Lecture Notes in
Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-04555-3_16.
short: 'A. Mazur, H. Peters, A. Artelt, L. Koller, C. Hartmann, A. Trächtler, B.
Hammer, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham,
2025.'
date_created: 2025-10-08T16:12:14Z
date_updated: 2025-10-30T12:49:25Z
department:
- _id: '153'
- _id: '241'
doi: 10.1007/978-3-032-04555-3_16
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1007/978-3-032-04555-3_16
oa: '1'
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032045546'
- '9783032045553'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Studying the Generalization Behavior of Surrogate Models for Punch-Bending
by Generating Plausible Counterfactuals
type: book_chapter
user_id: '82875'
year: '2025'
...
---
_id: '62069'
author:
- first_name: Lin
full_name: Kyi, Lin
last_name: Kyi
- first_name: Cristiana
full_name: Santos, Cristiana
last_name: Santos
- first_name: Sushil
full_name: Ammanaghatta Shivakumar, Sushil
last_name: Ammanaghatta Shivakumar
- first_name: Franziska
full_name: Roesner, Franziska
last_name: Roesner
- first_name: Asia
full_name: Biega, Asia
last_name: Biega
citation:
ama: 'Kyi L, Santos C, Ammanaghatta Shivakumar S, Roesner F, Biega A. Turning to Online
Forums for Legal Information: A Case Study of GDPR’s Legitimate Interests. In:
Lecture Notes in Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-07574-1_7'
apa: 'Kyi, L., Santos, C., Ammanaghatta Shivakumar, S., Roesner, F., & Biega,
A. (2025). Turning to Online Forums for Legal Information: A Case Study of GDPR’s
Legitimate Interests. In Lecture Notes in Computer Science. Springer Nature
Switzerland. https://doi.org/10.1007/978-3-032-07574-1_7'
bibtex: '@inbook{Kyi_Santos_Ammanaghatta Shivakumar_Roesner_Biega_2025, place={Cham},
title={Turning to Online Forums for Legal Information: A Case Study of GDPR’s
Legitimate Interests}, DOI={10.1007/978-3-032-07574-1_7},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Kyi, Lin and Santos, Cristiana and Ammanaghatta Shivakumar, Sushil and
Roesner, Franziska and Biega, Asia}, year={2025} }'
chicago: 'Kyi, Lin, Cristiana Santos, Sushil Ammanaghatta Shivakumar, Franziska
Roesner, and Asia Biega. “Turning to Online Forums for Legal Information: A Case
Study of GDPR’s Legitimate Interests.” In Lecture Notes in Computer Science.
Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-07574-1_7.'
ieee: 'L. Kyi, C. Santos, S. Ammanaghatta Shivakumar, F. Roesner, and A. Biega,
“Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate
Interests,” in Lecture Notes in Computer Science, Cham: Springer Nature
Switzerland, 2025.'
mla: 'Kyi, Lin, et al. “Turning to Online Forums for Legal Information: A Case Study
of GDPR’s Legitimate Interests.” Lecture Notes in Computer Science, Springer
Nature Switzerland, 2025, doi:10.1007/978-3-032-07574-1_7.'
short: 'L. Kyi, C. Santos, S. Ammanaghatta Shivakumar, F. Roesner, A. Biega, in:
Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-11-04T11:12:52Z
date_updated: 2025-11-04T12:26:21Z
doi: 10.1007/978-3-032-07574-1_7
extern: '1'
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032075734'
- '9783032075741'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Turning to Online Forums for Legal Information: A Case Study of GDPR’s Legitimate
Interests'
type: book_chapter
user_id: '124732'
year: '2025'
...
---
_id: '62186'
author:
- first_name: Atousa
full_name: Jafari, Atousa
last_name: Jafari
- first_name: Marco
full_name: Platzner, Marco
last_name: Platzner
citation:
ama: 'Jafari A, Platzner M. Ultra-Low Latency and Extreme-Throughput Echo State
Neural Networks on FPGA. In: Lecture Notes in Computer Science. Springer
Nature Switzerland; 2025. doi:10.1007/978-3-031-87995-1_11'
apa: Jafari, A., & Platzner, M. (2025). Ultra-Low Latency and Extreme-Throughput
Echo State Neural Networks on FPGA. In Lecture Notes in Computer Science.
Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-87995-1_11
bibtex: '@inbook{Jafari_Platzner_2025, place={Cham}, title={Ultra-Low Latency and Extreme-Throughput
Echo State Neural Networks on FPGA}, DOI={10.1007/978-3-031-87995-1_11},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Jafari, Atousa and Platzner, Marco}, year={2025} }'
chicago: 'Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput
Echo State Neural Networks on FPGA.” In Lecture Notes in Computer Science.
Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-87995-1_11.'
ieee: 'A. Jafari and M. Platzner, “Ultra-Low Latency and Extreme-Throughput Echo
State Neural Networks on FPGA,” in Lecture Notes in Computer Science, Cham:
Springer Nature Switzerland, 2025.'
mla: Jafari, Atousa, and Marco Platzner. “Ultra-Low Latency and Extreme-Throughput
Echo State Neural Networks on FPGA.” Lecture Notes in Computer Science,
Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-87995-1_11.
short: 'A. Jafari, M. Platzner, in: Lecture Notes in Computer Science, Springer
Nature Switzerland, Cham, 2025.'
date_created: 2025-11-14T05:50:14Z
date_updated: 2025-11-14T09:35:23Z
doi: 10.1007/978-3-031-87995-1_11
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031879944'
- '9783031879951'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Ultra-Low Latency and Extreme-Throughput Echo State Neural Networks on FPGA
type: book_chapter
user_id: '99966'
year: '2025'
...
---
_id: '62701'
abstract:
- lang: eng
text: 'Learning continuous vector representations for knowledge graphs has
significantly improved state-of-the-art performances in many challenging tasks.
Yet, deep-learning-based models are only post-hoc and locally explainable. In
contrast, learning Web Ontology Language (OWL) class expressions in Description Logics (DLs) is ante-hoc and globally
explainable. However, state-of-the-art learners have two well-known lim-itations: scaling to large knowledge graphs and handling missing infor-mation. Here, we present a decision-tree-based learner (tDL) to learn
Web Ontology Languages (OWLs) class expressions over large knowl-edge
graphs, while imputing missing triples. Given positive and negative example individuals,
tDL firstly constructs unique OWL expressions in .SHOIN from concise bounded descriptions of individuals. Each OWL
class expression is used as a feature in a binary classification problem to represent
input individuals. Thereafter, tDL fits a CART decision tree to learn Boolean
decision rules distinguishing positive examples from nega-tive examples. A final
OWL expression in.SHOIN is built by traversing the built CART decision tree from the root node to leaf nodes for each
positive example. By this, tDL can learn OWL class expressions without exploration,
i.e., the number of queries to a knowledge graph is bounded by the number of input
individuals. Our empirical results show that tDL outperforms the current state-of-the-art models across
datasets. Impor-tantly, our experiments over a large knowledge graph (DBpedia
with 1.1 billion triples) show that tDL can effectively learn accurate OWL class
expressions, while the state-of-the-art models fail to return any results.
Finally, expressions learned by tDL can be seamlessly translated into
natural language explanations using a pre-trained large language model and a DL
verbalizer.'
author:
- first_name: Caglar
full_name: Demir, Caglar
last_name: Demir
- first_name: Moshood
full_name: Yekini, Moshood
last_name: Yekini
- first_name: Michael
full_name: Röder, Michael
last_name: Röder
- first_name: Yasir
full_name: Mahmood, Yasir
last_name: Mahmood
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
last_name: Ngonga Ngomo
citation:
ama: 'Demir C, Yekini M, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class
Expression Learner over Large Graphs. In: Lecture Notes in Computer Science.
Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-06066-2_29'
apa: Demir, C., Yekini, M., Röder, M., Mahmood, Y., & Ngonga Ngomo, A.-C. (2025).
Tree-Based OWL Class Expression Learner over Large Graphs. In Lecture Notes
in Computer Science. European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases - ECML PKDD, Porto, Portugal.
Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-06066-2_29
bibtex: '@inbook{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham}, title={Tree-Based
OWL Class Expression Learner over Large Graphs}, DOI={10.1007/978-3-032-06066-2_29},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Demir, Caglar and Yekini, Moshood and Röder, Michael and Mahmood, Yasir
and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
chicago: 'Demir, Caglar, Moshood Yekini, Michael Röder, Yasir Mahmood, and Axel-Cyrille
Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large Graphs.” In
Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2025.
https://doi.org/10.1007/978-3-032-06066-2_29.'
ieee: 'C. Demir, M. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based
OWL Class Expression Learner over Large Graphs,” in Lecture Notes in Computer
Science, Cham: Springer Nature Switzerland, 2025.'
mla: Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.”
Lecture Notes in Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-06066-2_29.
short: 'C. Demir, M. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
conference:
end_date: 2025-09-19
location: Porto, Portugal
name: European Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases - ECML PKDD
start_date: 2025-09-15
date_created: 2025-11-28T14:09:17Z
date_updated: 2025-11-28T14:57:39Z
department:
- _id: '34'
- _id: '574'
doi: 10.1007/978-3-032-06066-2_29
keyword:
- Decision Tree
- OWL Class Expression Learning
- Description Logic
- Knowledge Graph
- Large Language Model
- Verbalizer
language:
- iso: eng
place: Cham
project:
- _id: '285'
name: SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen Systemen
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032060655'
- '9783032060662'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Tree-Based OWL Class Expression Learner over Large Graphs
type: book_chapter
user_id: '114533'
year: '2025'
...
---
_id: '63507'
author:
- first_name: Gaurav
full_name: Pandit, Gaurav
last_name: Pandit
- first_name: Michael
full_name: Röder, Michael
id: '67199'
last_name: Röder
orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Pandit G, Röder M, Ngonga Ngomo A-C. Evaluating Approximate Nearest Neighbour
Search Systems on Knowledge Graph Embeddings. In: Lecture Notes in Computer
Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-94575-5_4'
apa: Pandit, G., Röder, M., & Ngonga Ngomo, A.-C. (2025). Evaluating Approximate
Nearest Neighbour Search Systems on Knowledge Graph Embeddings. In Lecture
Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-94575-5_4
bibtex: '@inbook{Pandit_Röder_Ngonga Ngomo_2025, place={Cham}, title={Evaluating
Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings}, DOI={10.1007/978-3-031-94575-5_4},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Pandit, Gaurav and Röder, Michael and Ngonga Ngomo, Axel-Cyrille}, year={2025}
}'
chicago: 'Pandit, Gaurav, Michael Röder, and Axel-Cyrille Ngonga Ngomo. “Evaluating
Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings.” In
Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2025.
https://doi.org/10.1007/978-3-031-94575-5_4.'
ieee: 'G. Pandit, M. Röder, and A.-C. Ngonga Ngomo, “Evaluating Approximate Nearest
Neighbour Search Systems on Knowledge Graph Embeddings,” in Lecture Notes in
Computer Science, Cham: Springer Nature Switzerland, 2025.'
mla: Pandit, Gaurav, et al. “Evaluating Approximate Nearest Neighbour Search Systems
on Knowledge Graph Embeddings.” Lecture Notes in Computer Science, Springer
Nature Switzerland, 2025, doi:10.1007/978-3-031-94575-5_4.
short: 'G. Pandit, M. Röder, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science,
Springer Nature Switzerland, Cham, 2025.'
date_created: 2026-01-06T09:53:58Z
date_updated: 2026-01-06T09:55:26Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-031-94575-5_4
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031945748'
- '9783031945755'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph
Embeddings
type: book_chapter
user_id: '67199'
year: '2025'
...
---
_id: '63572'
author:
- first_name: Caglar
full_name: Demir, Caglar
id: '43817'
last_name: Demir
- first_name: Moshood Olawale
full_name: Yekini, Moshood Olawale
id: '114533'
last_name: Yekini
- first_name: Michael
full_name: Röder, Michael
id: '67199'
last_name: Röder
orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Yasir
full_name: Mahmood, Yasir
id: '99353'
last_name: Mahmood
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Demir C, Yekini MO, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class
Expression Learner over Large Graphs. In: Lecture Notes in Computer Science.
Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-06066-2_29'
apa: Demir, C., Yekini, M. O., Röder, M., Mahmood, Y., & Ngonga Ngomo, A.-C.
(2025). Tree-Based OWL Class Expression Learner over Large Graphs. Lecture
Notes in Computer Science. European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases, Porto. https://doi.org/10.1007/978-3-032-06066-2_29
bibtex: '@inproceedings{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham},
title={Tree-Based OWL Class Expression Learner over Large Graphs}, DOI={10.1007/978-3-032-06066-2_29},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Demir, Caglar and Yekini, Moshood Olawale and Röder, Michael and Mahmood,
Yasir and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
chicago: 'Demir, Caglar, Moshood Olawale Yekini, Michael Röder, Yasir Mahmood, and
Axel-Cyrille Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large
Graphs.” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland,
2025. https://doi.org/10.1007/978-3-032-06066-2_29.'
ieee: 'C. Demir, M. O. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based
OWL Class Expression Learner over Large Graphs,” presented at the European Conference
on Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Porto, 2025, doi: 10.1007/978-3-032-06066-2_29.'
mla: Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.”
Lecture Notes in Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-06066-2_29.
short: 'C. Demir, M.O. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
conference:
end_date: 2025-09-19
location: Porto
name: European Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases
start_date: 2025-09-15
date_created: 2026-01-12T17:13:22Z
date_updated: 2026-01-12T17:17:07Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-032-06066-2_29
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032060655'
- '9783032060662'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Tree-Based OWL Class Expression Learner over Large Graphs
type: conference
user_id: '67199'
year: '2025'
...
---
_id: '63575'
author:
- first_name: Sourabh
full_name: Kapoor, Sourabh
last_name: Kapoor
- first_name: Arnab
full_name: Sharma, Arnab
id: '67200'
last_name: Sharma
- first_name: Michael
full_name: Röder, Michael
id: '67199'
last_name: Röder
orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Caglar
full_name: Demir, Caglar
id: '43817'
last_name: Demir
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Kapoor S, Sharma A, Röder M, Demir C, Ngonga Ngomo A-C. Robustness Evaluation
of Knowledge Graph Embedding Models Under Non-targeted Attacks. In: Lecture
Notes in Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-94575-5_15'
apa: Kapoor, S., Sharma, A., Röder, M., Demir, C., & Ngonga Ngomo, A.-C. (2025).
Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks.
Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-031-94575-5_15
bibtex: '@inproceedings{Kapoor_Sharma_Röder_Demir_Ngonga Ngomo_2025, place={Cham},
title={Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted
Attacks}, DOI={10.1007/978-3-031-94575-5_15},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Kapoor, Sourabh and Sharma, Arnab and Röder, Michael and Demir, Caglar
and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
chicago: 'Kapoor, Sourabh, Arnab Sharma, Michael Röder, Caglar Demir, and Axel-Cyrille
Ngonga Ngomo. “Robustness Evaluation of Knowledge Graph Embedding Models Under
Non-Targeted Attacks.” In Lecture Notes in Computer Science. Cham: Springer
Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-94575-5_15.'
ieee: 'S. Kapoor, A. Sharma, M. Röder, C. Demir, and A.-C. Ngonga Ngomo, “Robustness
Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks,” 2025,
doi: 10.1007/978-3-031-94575-5_15.'
mla: Kapoor, Sourabh, et al. “Robustness Evaluation of Knowledge Graph Embedding
Models Under Non-Targeted Attacks.” Lecture Notes in Computer Science,
Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-94575-5_15.
short: 'S. Kapoor, A. Sharma, M. Röder, C. Demir, A.-C. Ngonga Ngomo, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2026-01-12T17:24:11Z
date_updated: 2026-01-12T17:24:49Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-031-94575-5_15
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031945748'
- '9783031945755'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted
Attacks
type: conference
user_id: '67199'
year: '2025'
...
---
_id: '63573'
author:
- first_name: Adel
full_name: Memariani, Adel
last_name: Memariani
- first_name: Michael
full_name: Röder, Michael
id: '67199'
last_name: Röder
orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Arnab
full_name: Sharma, Arnab
id: '67200'
last_name: Sharma
- first_name: Caglar
full_name: Demir, Caglar
id: '43817'
last_name: Demir
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Memariani A, Röder M, Sharma A, Demir C, Ngonga Ngomo A-C. Link Prediction
Under Non-targeted Attacks: Do Soft Labels Always Help? In: Lecture Notes in
Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-09527-5_6'
apa: 'Memariani, A., Röder, M., Sharma, A., Demir, C., & Ngonga Ngomo, A.-C.
(2025). Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?
Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-032-09527-5_6'
bibtex: '@inproceedings{Memariani_Röder_Sharma_Demir_Ngonga Ngomo_2025, place={Cham},
title={Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?},
DOI={10.1007/978-3-032-09527-5_6},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Memariani, Adel and Röder, Michael and Sharma, Arnab and Demir, Caglar
and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
chicago: 'Memariani, Adel, Michael Röder, Arnab Sharma, Caglar Demir, and Axel-Cyrille
Ngonga Ngomo. “Link Prediction Under Non-Targeted Attacks: Do Soft Labels Always
Help?” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland,
2025. https://doi.org/10.1007/978-3-032-09527-5_6.'
ieee: 'A. Memariani, M. Röder, A. Sharma, C. Demir, and A.-C. Ngonga Ngomo, “Link
Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?,” 2025, doi:
10.1007/978-3-032-09527-5_6.'
mla: 'Memariani, Adel, et al. “Link Prediction Under Non-Targeted Attacks: Do Soft
Labels Always Help?” Lecture Notes in Computer Science, Springer Nature
Switzerland, 2025, doi:10.1007/978-3-032-09527-5_6.'
short: 'A. Memariani, M. Röder, A. Sharma, C. Demir, A.-C. Ngonga Ngomo, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2026-01-12T17:18:35Z
date_updated: 2026-01-12T17:24:46Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-032-09527-5_6
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032095268'
- '9783032095275'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?'
type: conference
user_id: '67199'
year: '2025'
...
---
_id: '64881'
author:
- first_name: Nada
full_name: Almalki, Nada
last_name: Almalki
- first_name: Siddharth
full_name: Gupta, Siddharth
last_name: Gupta
- first_name: Othon
full_name: Michail, Othon
last_name: Michail
- first_name: Andreas
full_name: Padalkin, Andreas
last_name: Padalkin
citation:
ama: 'Almalki N, Gupta S, Michail O, Padalkin A. Efficient Distributed Algorithms
for Shape Reduction via Reconfigurable Circuits. In: Lecture Notes in Computer
Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-11127-2_5'
apa: Almalki, N., Gupta, S., Michail, O., & Padalkin, A. (2025). Efficient Distributed
Algorithms for Shape Reduction via Reconfigurable Circuits. In Lecture Notes
in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-11127-2_5
bibtex: '@inbook{Almalki_Gupta_Michail_Padalkin_2025, place={Cham}, title={Efficient
Distributed Algorithms for Shape Reduction via Reconfigurable Circuits}, DOI={10.1007/978-3-032-11127-2_5},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Almalki, Nada and Gupta, Siddharth and Michail, Othon and Padalkin, Andreas},
year={2025} }'
chicago: 'Almalki, Nada, Siddharth Gupta, Othon Michail, and Andreas Padalkin. “Efficient
Distributed Algorithms for Shape Reduction via Reconfigurable Circuits.” In Lecture
Notes in Computer Science. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-11127-2_5.'
ieee: 'N. Almalki, S. Gupta, O. Michail, and A. Padalkin, “Efficient Distributed
Algorithms for Shape Reduction via Reconfigurable Circuits,” in Lecture Notes
in Computer Science, Cham: Springer Nature Switzerland, 2025.'
mla: Almalki, Nada, et al. “Efficient Distributed Algorithms for Shape Reduction
via Reconfigurable Circuits.” Lecture Notes in Computer Science, Springer
Nature Switzerland, 2025, doi:10.1007/978-3-032-11127-2_5.
short: 'N. Almalki, S. Gupta, O. Michail, A. Padalkin, in: Lecture Notes in Computer
Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2026-03-11T07:42:55Z
date_updated: 2026-03-11T07:43:49Z
doi: 10.1007/978-3-032-11127-2_5
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032111265'
- '9783032111272'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Efficient Distributed Algorithms for Shape Reduction via Reconfigurable Circuits
type: book_chapter
user_id: '88238'
year: '2025'
...
---
_id: '63854'
author:
- first_name: Hendrik
full_name: Eikerling, Hendrik
last_name: Eikerling
- first_name: Anemone
full_name: Kampkötter, Anemone
last_name: Kampkötter
citation:
ama: 'Eikerling H, Kampkötter A. Enabling Android Application Monitoring by Characterizing
Security-Critical Code Fragments. In: Lecture Notes in Computer Science.
Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-82362-6_25'
apa: Eikerling, H., & Kampkötter, A. (2025). Enabling Android Application Monitoring
by Characterizing Security-Critical Code Fragments. Lecture Notes in Computer
Science. https://doi.org/10.1007/978-3-031-82362-6_25
bibtex: '@inproceedings{Eikerling_Kampkötter_2025, place={Cham}, title={Enabling
Android Application Monitoring by Characterizing Security-Critical Code Fragments},
DOI={10.1007/978-3-031-82362-6_25},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Eikerling, Hendrik and Kampkötter, Anemone}, year={2025} }'
chicago: 'Eikerling, Hendrik, and Anemone Kampkötter. “Enabling Android Application
Monitoring by Characterizing Security-Critical Code Fragments.” In Lecture
Notes in Computer Science. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-82362-6_25.'
ieee: 'H. Eikerling and A. Kampkötter, “Enabling Android Application Monitoring
by Characterizing Security-Critical Code Fragments,” 2025, doi: 10.1007/978-3-031-82362-6_25.'
mla: Eikerling, Hendrik, and Anemone Kampkötter. “Enabling Android Application Monitoring
by Characterizing Security-Critical Code Fragments.” Lecture Notes in Computer
Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-82362-6_25.
short: 'H. Eikerling, A. Kampkötter, in: Lecture Notes in Computer Science, Springer
Nature Switzerland, Cham, 2025.'
date_created: 2026-02-03T23:17:33Z
date_updated: 2026-03-16T09:03:52Z
department:
- _id: '241'
- _id: '662'
doi: 10.1007/978-3-031-82362-6_25
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031823619'
- '9783031823626'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Enabling Android Application Monitoring by Characterizing Security-Critical
Code Fragments
type: conference
user_id: '29279'
year: '2025'
...