2021
2021
Buchbeitrag
Application layer security for the IoT
Buschsieweke, Marian; Günes, Mesut
In: Informatik 2020 - Back to the future: 50. Jahrestagung der Gesellschaft für Informatik vom 28. September - 2. Oktober 2020, virtual - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 1237-1246
Buchbeitrag
Many-objective pathfinding based on Fréchet similarity metric
Weise, Jens; Mostaghim, Sanaz
In: Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 2831, 2021, Proceedings - Cham: Springer International Publishing; Ishibuchi, Hisao - 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings . - 2021, S. 375-386 - (Lecture notes in computer science; volume 12654)
Buchbeitrag
Using neighborhood-based density measures for multimodal multi-objective optimization
Javadi, Mahrokh; Mostaghim, Sanaz
In: Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 2831, 2021, Proceedings - Cham: Springer International Publishing; Ishibuchi, Hisao - 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings . - 2021, S. 335-345 - (Lecture notes in computer science; volume 12654)
Buchbeitrag
heimdallr - improving compile time correctness checking for message passing with rust
Blesel, Michael; Kuhn, Michael; Squar, Jannek
In: High Performance Computing - Cham: Springer International Publishing; Jagode, Heike . - 2021, S. 199-211 - (Theoretical Computer Science and General Issues; 12761)
Buchbeitrag
Generic ontology design patterns - roles and change over time
Krieg-Brückner, Bernd; Mossakowski, Till; Codescu, Mihai
In: Advances in Pattern-Based Ontology Engineering/ Blomqvist - [Erscheinungsort nicht ermittelbar]: IOS Press, Incorporated; Blomqvist, E. . - 2021, S. 25-47 - (Studies on the Semantic Web; Volume 51)
Buchbeitrag
Automated and explainable ontology extension based on deep learning - a case study in the chemical domain
Memarian, Adel; Glauer, Martin; Neuhaus, Fabian; Mossakowski, Till; Hastings, Janna
In: DAO-XAI 2021, Data meets Applied Ontologies in Explainable AI/ DAO-XAI - [Aachen, Germany]: [RWTH Aachen]; Confalonieri, Roberto . - 2021, insges. 15 S.
Buchbeitrag
Kooperation mittels Schwarmintelligenz
Mostaghim, Sanaz; Mai, Sebastian
In: Zusammenwirken von natürlicher und künstlicher Intelligenz - Wiesbaden: Springer VS; Haux, Reinhold *1953-* . - 2021, S. 55-69
Buchbeitrag
FOWL - an OWL to FOL translator
Flügel, Simon; Kleinau, Anna; Neuhaus, Fabian; Glauer, Martin; Hastings, Janna
In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 2969 (2021), insges. 8 S.
Buchbeitrag
Using ceph's BlueStore as object storage in HPC storage framework
Duwe, Kira; Kuhn, Michael
In: Proceedings of the Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems (CHEOPS) - in conjunction with EuroSys 2021 - New York: ACM; Kuhn, Michael . - 2021, Artikel 3, insges. 6 S.
Buchbeitrag
Service migrations in TSCH network using wireless channel estimation and prediction
Nikoukar, Ali; Raza, Saleem; Rao, Tharakeswara; Günes, Mesut; Dezfouli, Behnam
In: Informatik 2020 - Back to the future - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 1257-1266
Buchbeitrag
Tools and concepts for communication and networked systems - or: how to build resilient IoT systems?
Günes, Mesut; Zug, Sebastian; König, Matthias
In: Informatik 2020 - Back to the future: 50. Jahrestagung der Gesellschaft für Informatik vom 28. September - 2. Oktober 2020, virtual - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 1183-1184
Buchbeitrag
A customized niching methodology for the many-objective pathfinding problem
Weise, Jens; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.
Buchbeitrag
A comparative study of different encodings on the multi-objective pathfinding problem
Weise, Jens; Zille, Heiner; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.
Buchbeitrag
Meeting demands for mass customization - a hybrid organic computing approach
Seidelmann, Thomas; Weise, Jens; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.
Buchbeitrag
The impact of population size on the convergence of multi-objective evolutionary algorithms
Benecke, Tobias; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.
Buchbeitrag
A multi-objective multimodal evolutionary algorithm using a novel tournament and environmental selections
Javadi, Mahrokh; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 7 S.
Buchbeitrag
Discrete collective estimation in swarm robotics with ranked voting systems
Shan, Qihao; Heck, Alexander; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.
Buchbeitrag
Mobility-aware multi-objective task allocation for wireless sensor networks
Weikert, Dominik; Steup, Christoph; Atienza, David; Mostaghim, Sanaz
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) - [Piscataway, NJ]: IEEE . - 2021, insges. 7 S.
Buchbeitrag
Combined certificate and resource discovery for dynamically (dis-)aggregating IoT processes
Engelhardt, Frank; Günes, Mesut
In: Informatik 2020 - Back to the future: 50. Jahrestagung der Gesellschaft für Informatik vom 28. September - 2. Oktober 2020, virtual - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 1215-1224
Buchbeitrag
Perception-aware losses facilitate CT denoising and artifact removal
Ghosh, Suhita; Krug, Andreas; Rose, Georg; Stober, Sebastian
In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) - IEEE . - 2021, insges. 6 S.
Buchbeitrag
Enhancing resilience in IoT networks using organic computing
Weikert, Dominik; Steup, Christoph; Mostaghim, Sanaz
In: Informatik 2020 - Back to the future - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 1205-1214
Buchbeitrag
An experimental analysis of graph-distance algorithms for comparing API usages
Nielebock, Sebastian; Blockhaus, Paul; Krüger, Jacob; Ortmeier, Frank
In: 21th IEEE International Working Conference on Source Code Analysis & Manipulation (SCAM)/ IEEE International Working Conference on Source Code Analysis and Manipulation - Piscataway, NJ: IEEE . - 2021, S. 214-225
Buchbeitrag
Integrative paradigms for knowledge discovery in mental health - overcoming the fragmentation of knowledge inherent in disparate theoretical paradigms
Hastings, Janna; Rosenberg Larsen, Rasmus
In: Mental Health Informatics - Cham: Springer International Publishing; Tenenbaum, Jessica D. . - 2021, S. 295-316
Buchbeitrag
Scientific ontologies, digital curation and the learning knowlege ecosystem
Hastings, Janna
In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 2836 (2021), insges. 9 S.
Buchbeitrag
Multi-objective optimization and decision-making in context steering
Dockhorn, Alexander; Mostaghim, Sanaz; Kirst, Martin; Zettwitz, Martin
In: IEEE Symposium on Computational Intelligence and Games, CIG - [Piscataway, NJ]: IEEE . - 2021, insges. 8 S.
Buchbeitrag
Informatics technologies for the acquisition of psychological, behavioral, interpersonal, social and environmental data
Tenenbaum, Elena; Ranallo, Piper A.; Hastings, Janna
In: Mental Health Informatics - Cham: Springer International Publishing; Tenenbaum, Jessica D. . - 2021, S. 217-234
Buchbeitrag
Unsicheres, impräzises und unscharfes Wissen
Borgelt, Christian; Braune, Christian; Kruse, Rudolf
In: Handbuch der Künstlichen Intelligenz - Berlin: De Gruyter Oldenbourg; Görz, Günther *1947-* . - 2021, S. 279-342
Buchbeitrag
SCION - a novel internet architecture
Hausheer, David
In: RIPE82 - Amsterdam: RIPE Network Coordination Centre . - 2021
Buchbeitrag
Deployment and scalability of an inter-domain multi-path routing infrastructure
Krähenbühl, Cyrill; Tabaeiaghdaei, Seyedali; Gloor, Christelle; Kwon, Jonghoon; Perrig, Adrian; Hausheer, David; Roos, Dominik
In: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies - New York,NY,United States : Association for Computing Machinery . - 2021, S. 126-140
Buchbeitrag
Towards an API for the path-aware internet
Krüger, Thorben; Hausheer, David
In: Proceedings of the ACM SIGCOMM 2021 Workshop on Network-Application Integration - New York,NY,United States : Association for Computing Machinery, S. 68-72
Buchbeitrag
Can you help me? - testing HMI designs and psychological influences on intended helping behavior towards autonomous cargo bikes
Kopka, Marvin; Krause, Karen
In: Mensch und Computer 2021 / Schneegass , Stefan - New York,NY,United States : Association for Computing Machinery ; Schneegass, Stefan, S. 64-68
Buchbeitrag
SpeedCam - towards efficient flow monitoring for multipath communication
Gärtner, Kilian; Kwon, Jonghoon; Hausheer, David
In: Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management/ IFIP/IEEE International Symposium on Integrated Network Management - [Piscataway, NJ]: IEEE . - 2021, S. 860-865
Buchbeitrag
S3MP - a SCION based secure smart metering platform
John, Tony; Hausheer, David
In: IFIP/IEEE International Symposium on Integrated Network Management , 2021 - [Piscataway, NJ] : IEEE, S. 944-949
Buchbeitrag
On the influence of viewpoint change for metric learning
Filax, Marco; Ortmeier, Frank
In: IAPR International Conference on Machine Vision Applications (MVA) - IEEE . - 2021, insges. 4 S.
Buchbeitrag
The effects of crowding distance and mutation in multimodal and multi-objective optimization problems
Javadi, Mahrokh; Zille, Heiner; Mostaghim, Sanaz
In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham: Springer; Gaspar-Cunha, António . - 2021, S. 115-130 - ( Computational Methods in Applied Sciences; volume 55)
Buchbeitrag
Linc: low-cost inter-domain connectivity for industrial systems
John, Tony; De Vaere, Piet; Schutijser, Caspar; Perrig, Adrian; Hausheer, David
In: Proceedings of the SIGCOMM '21 Poster and Demo Sessions / Chiesa , Marco - New York,NY,United States : Association for Computing Machinery ; Chiesa, Marco . - 2021, S. 68-70
Buchbeitrag
Proposal for a SCION Working Group
Hausheer, David; Perrig, Adrian
In: RIPE82 - Amsterdam: RIPE Network Coordination Centre . - 2021, insges. 9 S.
Buchbeitrag
Combining Manhattan and crowding distances in decision space for multimodal multi-objective optimization problems
Javadi, Mahrokh; Ramirez-Atencia, Cristian; Mostaghim, Sanaz
In: Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences - Cham: Springer; Gaspar-Cunha, António . - 2021, S. 131-145 - ( Computational Methods in Applied Sciences; volume 55)
Buchbeitrag
Dissecting neural networks filter responses for artistic style transfer
Uhde, Florian; Mostaghim, Sanaz
In: Konferenz: 10th International Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2021, Virtual Event, April 7-9, 2021, Artificial Intelligence in Music, Sound, Art and Design - Cham: Springer International Publishing; Romero, Juan . - 2021, S. 297-312 - ( Lecture notes in computer science; volume 12693)
Buchbeitrag
Optimal control policies to address the pandemic health-economy dilemma
Salgotra, Rohit; Moshaiov, Amiram; Seidelmann, Thomas; Fischer, Dominik; Mostaghim, Sanaz
In: 2021 IEEE Congress on Evolutionary Computation: 28 June-1 July 2021, Kraków, Poland : 2021 proceedings - Piscataway, NJ, USA: IEEE . - 2021, S. 720-727
Buchbeitrag
Tracking the heritage of genes in evolutionary algorithms
Benecke, Tobias; Mostaghim, Sanaz
In: 2021 IEEE Congress on Evolutionary Computation: 28 June-1 July 2021, Kraków, Poland : 2021 proceedings - Piscataway, NJ, USA: IEEE . - 2021, S. 1800-1807
Buchbeitrag
Unit-aware multi-objective genetic programming for the prediction of the stokes flow around a sphere
Zille, Heiner; Mostaghim, Sanaz; Evrard, Fabien; Wachem, Berend
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion/ Chicano - New York,NY,United States: Association for Computing Machinery; Chicano, Francisco . - 2021, S. 327-328
Buchbeitrag
RMPlib - a library of benchmarks for the role mining problem
Anderer, Simon; Scheuermann, Bernd; Mostaghim, Sanaz; Bauerle, Patrick; Beil, Matthias
In: Proceedings of the 26th ACM Symposium on Access Control Models and Technologies/ Lobo - New York,NY,United States: Association for Computing Machinery; Lobo, Jorge . - 2021, S. 3-13
Buchbeitrag
Coupling storage systems and self-describing data formats for global metadata management
Kuhn, Michael; Duwe, Kira
In: 2020 International Conference on Computational Science and Computational Intelligence/ CSCI - Piscataway, NJ: IEEE . - 2021
Buchbeitrag
Dissecting self-describing data formats to enable advanced querying of file metadata
Duwe, Kira; Kuhn, Michael
In: Konferenz: 14th ACM International Conference on Systems and Storage, SYSTOR 2021, HaIfa, Israel, 14.-16. June 2021, SYSTOR 2021 - New York: Association for Computing Machinery . - 2021, Artikel 12, insges. 7 S.
Buchbeitrag
Exploit those code reviews! - bigger data for deeper learning
Heumüller, Robert; Nielebock, Sebastian; Ortmeier, Frank
In: Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering / Spinellis , Diomidis - New York,NY,United States : Association for Computing Machinery ; Spinellis, Diomidis . - 2021, S. 1505-1509
Buchbeitrag
AndroidCompass - a dataset of android compatibility checks in code repositories
Nielebock, Sebastian; Blockhaus, Paul; Krüger, Jacob; Ortmeier, Frank
In: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories/ IEEE/ACM International Conference on Mining Software Repositories - Piscataway, NJ: IEEE . - 2021, S. 535-539
Buchbeitrag
Grocery recognition in the wild - a new mining strategy for metric learning
Filax, Marco; Gonschorek, Tim; Ortmeier, Frank
In: VISAPP/ VISIGRAPP - [Sétubal]: SCITEPRESS - Science and Technology Publications, Lda.; Farinella, Giovanni Maria . - 2021, S. 498-505
Buchbeitrag
Kalman filtered compressive sensing using pseudo-measurements
Zhao, Haibin; Funk, Christopher; Noack, Benjamin; Hanebeck, Uwe; Beigl, Michael
In: 2021 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI 2021) - Karlsruhe - 2021, paper 66
Buchbeitrag
Learning to boost the efficiency of modern code review
Heumüller, Robert
In: 2021 IEEE/ACM 43rd International Conference on Software Engineering: companion proceedings: ICSE-companion 2021 : virtual (originally Madrid, Spain), 25-28 May 2021 : proceedings/ IEEE/ACM International Conference on Software Engineering - Piscataway, NJ: IEEE . - 2021, S. 275-277
Begutachteter Zeitschriftenartikel
A scalable many-objective pathfinding benchmark suite
Weise, Jens; Mostaghim, Sanaz
In: IEEE transactions on evolutionary computation: a publication of the IEEE Neural Networks Council/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE - a publication of the IEEE Neural Networks Council . - 2021
Begutachteter Zeitschriftenartikel
NeuroEvolution of augmenting topologies for solving a two-stage hybrid flow shop scheduling problem - a comparison of different solution strategies
Lang, Sebastian; Reggelin, Tobias; Schmidt, Johann; Müller, Marcel; Nahhas, Abdulrahman
In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science - Vol. 172 (2021), article 114666, insgesamt 19 Seiten
Begutachteter Zeitschriftenartikel
RcdMathLib - an open source software library for computing on resource-limited devices
Kasmi, Zakaria; Norrdine, Abdelmoumen; Schiller, Jochen; Günes, Mesut; Motzko, Christoph
In: Sensors - Basel: MDPI, Volume 21(2021), issue 5, article 1689, 23 Seiten
Begutachteter Zeitschriftenartikel
Cryptographically privileged state estimation with Gaussian keystreams
Ristic, Marko; Noack, Benjamin; Hanebeck, Uwe D.
In: IEEE control systems letters - New York, NY: IEEE, Bd. 6 (2021), S. 602-607
Begutachteter Zeitschriftenartikel
Fuzzy modeling in game AI
Dockhorn, Alexander; Kruse, Rudolf
In: TWMS journal of pure and applied mathematics - Baku: Turkic World Mathematical Society, Bd. 12 (2021), N.1, speciale issue, S. 54-68
Begutachteter Zeitschriftenartikel
Discrete collective estimation in swarm robotics with distributed Bayesian belief sharing
Shan, Qihao; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.]: Springer . - 2021, insges. 26 S.
Begutachteter Zeitschriftenartikel
Modellheuristiken für effizientes forward model learning
Dockhorn, Alexander; Kruse, Rudolf
In: Automatisierungstechnik - Berlin: De Gruyter, Bd. 69 (2021), 10, S. 848-857
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A single-copter UWB-ranging-based localization system extendable to a swarm of drones
Steup, Christoph; Beckhaus, Jonathan; Mostaghim, Sanaz
In: Drones - Basel: MDPI, Bd. 5 (2021), 3, insges. 20 S.
Begutachteter Zeitschriftenartikel
Specifying who delivers behaviour change interventions - development of an Intervention Source Ontology
Norris, Emma; Wright, Alison J.; Hastings, Janna; West, Robert; Boyt, Neil; Michie, Susan
In: Wellcome open research - London: Wellcome Trust, Bd. 6 (2021), insges. 30 S.
Begutachteter Zeitschriftenartikel
Why and how to engage expert stakeholders in ontology development - insights from social and behavioural sciences
Norris, Emma; Hastings, Janna; Marques, Marta M.; Finnerty Mutlu, Ailbhe N.; Zink, Silje; Michie, Susan
In: Journal of biomedical semantics - London: BioMed Central, Bd. 12 (2021), insges. 8 S.
Begutachteter Zeitschriftenartikel
Uncertainty-aware temporal self-learning (UATS) - semi-supervised learning for segmentation of prostate zones and beyond
Meyer, Anneke; Ghosh, Suhita; Schindele, Daniel; Schostak, Martin; Stober, Sebastian; Hansen, Christian; Rak, Marko
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science - AIM, Bd. 116 (2021), Artikel 102073
Begutachteter Zeitschriftenartikel
Operational complexity and right linear grammars
Dassow, Jürgen
In: Acta informatica - Berlin : Springer, Bd. 58 (2021), S. 281-299
Begutachteter Zeitschriftenartikel
Learning chemistry - exploring the suitability of machine learning for the task of structure-based chemical ontology classification
Hastings, Janna; Glauer, Martin; Memariani, Adel; Neuhaus, Fabian; Mossakowski, Till
In: Journal of cheminformatics - London: BioMed Central, Bd. 13 (2021), Artikel 23, insges. 20 S.
Begutachteter Zeitschriftenartikel
Multi-featured collective perception with Evidence Theory - tackling spatial correlations
Bartashevich, Palina; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.]: Springer, Bd. 15 (2021), S. 83-110
Begutachteter Zeitschriftenartikel
Analyzing and visualizing deep neural networks for speech recognition with saliency-adjusted neuron activation profiles
Krug, Andreas; Ebrahimzadeh, Maral; Alemann, Jost; Johannsmeier, Jens; Stober, Sebastian
In: Electronics - Basel: MDPI, Bd. 10 (2021), 11, insges. 30 S.
Begutachteter Zeitschriftenartikel
A GPU-based Kalman filter for track fitting
Ai, Xiaocong; Mania, Georgiana; Gray, Heather M.; Kuhn, Michael; Styles, Nicholas
In: Computing and software for big science - Cham, Switzerland: Springer International Publishing, Bd. 5 (2021), insges. 16 S.
Begutachteter Zeitschriftenartikel
Guided pattern mining for API misuse detection by change-based code analysis
Nielebock, Sebastian; Heumüller, Robert; Schott, Kevin Michael; Ortmeier, Frank
In: Automated software engineering - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 28 (2021), insges. 48 S.
Begutachteter Zeitschriftenartikel
Approaching scheduling problems via a deep hybrid greedy model and supervised learning
Schmidt, Johann; Stober, Sebastian
In: IFAC-PapersOnLine/ Internationale Förderung für Automatische Lenkung - Frankfurt: Elsevier, Bd. 54 (2021), 1, S. 805-810
Begutachteter Zeitschriftenartikel
Early Work - path selection in a path-aware network architecture
Krüger, Thorben; Hausheer, David
In: Electronic communications of the EASST - Berlin: Techn. Univ., Bd. 80 (2021), insges. 6 S.
Begutachteter Zeitschriftenartikel
Achieving task allocation in swarm intelligence with bi-objective embodied evolution
Shan, Qihao; Mostaghim, Sanaz
In: Swarm intelligence - New York, NY [u.a.] : Springer, Bd. 15 (2021), Heft 3, S. 287-310