[Fachzeitschriftenartikel]
Improving the Prediction of Passenger Numbers in Public Transit Networks by Combining Short-Term Forecasts With Real-Time Occupancy Data
In: IEEE open journal of intelligent transportation systems, 4, 153-174, 2023
[DOI: 10.1109/OJITS.2023.3251564]

Hoppe, Josef (Corresponding author)
Schwinger, Felix Clemens
Haeger, Henrik
Wernz, Jonas
Jarke, Matthias

[Fachzeitschriftenartikel]
Modularity Maximization for Graphons
In: SIAM journal on applied mathematics, 82 (6), 1930-1952, 2022
[DOI: 10.1137/22M1492003]

Klimm, Florian
Jones, Nick S.
Schaub, Michael Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Higher-order signal processing with the Dirac operator
In: 2022 56th Asilomar Conference on Signals, Systems, and Computers : [Proceedings], 925-929, 2022
[DOI: 10.1109/IEEECONF56349.2022.10052062]

Calmon, Lucille
Schaub, Michael Thomas
Bianconi, Ginestra

[Buchbeitrag, Beitrag zu einem Tagungsband]
How does Heterophily Impact the Robustness of Graph Neural Networks?
In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2637-2647, 2022
[DOI: 10.1145/3534678.3539418]

Zhu, Jiong
Jin, Junchen
Loveland, Donald
Schaub, Michael Thomas
Koutra, Danai

[Preprint]
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
In: 8. International Workshop on Deep Learning on Graphs, 2022
[DOI: 10.48550/ARXIV.2207.04376]

Loveland, Donald
Zhu, Jiong
Heimann, Mark
Fish, Ben
Schaub, Michael Thomas
et al.

[Preprint]
Improving the visibility of minorities through network growth interventions, 2022
[DOI: 10.48550/arXiv.2208.03263]

Neuhäuser, Leonie Lisa
Karimi, Fariba
Bachmann, Jan
Strohmaier, Markus Bernhard
Schaub, Michael Thomas

[Preprint]
Neighborhood Structure Configuration Models, 2022
[DOI: 10.48550/arXiv.2210.06843]

Stamm, Felix Ihno
Scholkemper, Michael
Strohmaier, Markus
Schaub, Michael Thomas

[Fachzeitschriftenartikel]
Simplicial Convolutional Filters
In: IEEE transactions on signal processing : SP, 70, 4633-4648, 2022
[DOI: 10.1109/TSP.2022.3207045]

Yang, Maosheng (Corresponding author)
Isufi, Elvin
Schaub, Michael Thomas
Leus, Geert

[Fachzeitschriftenartikel]
Mapping the cardiac vascular niche in heart failure
In: Nature Communications, 13, 3027, 2022
[DOI: 10.1038/s41467-022-30682-0]

Peisker, Fabian
Halder, Maurice
Nagai, James S.
Ziegler, Susanne
Kaesler, Nadine
et al.

[Fachzeitschriftenartikel]
Quantitative mapping of keratin networks in 3D
In: eLife, 11, e75894, 2022
[DOI: 10.7554/eLife.75894]

Windoffer, Reinhard (Corresponding author)
Schwarz, Nicole
Yoon, Sungjun
Piskova, Teodora
Scholkemper, Michael
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Blind Extraction of Equitable Partitions from Graph Signals
In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 5832-5936, 2022
[DOI: 10.1109/ICASSP43922.2022.9746676]

Scholkemper, Michael
Schaub, Michael Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Signal Processing On Cell Complexes
In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 8852-8856, 2022
[DOI: 10.1109/ICASSP43922.2022.9747233]

Roddenberry, T. Mitchell
Schaub, Michael Thomas
Hajij, Mustafa

[Buchbeitrag]
Consensus Dynamics and Opinion Formation on Hypergraphs
In: Higher-order systems / edited by Federico Battiston, Giovanni Petri, 347-376, 2022
[DOI: 10.1007/978-3-030-91374-8_14]

Neuhäuser, Leonie Lisa (Corresponding author)
Lambiotte, Renaud
Schaub, Michael Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Hodgelets : Localized Spectral Representations of Flows On Simplicial Complexes
In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 5922-5926, 2022
[DOI: 10.1109/ICASSP43922.2022.9747203]

Roddenberry, T. Mitchell
Frantzen, Florian
Schaub, Michael Thomas
Segarra, Santiago

[Buchbeitrag]
Signal Processing on Simplicial Complexes
In: Higher-order systems / edited by Federico Battiston, Giovanni Petri, 301-328, 2022
[DOI: 10.1007/978-3-030-91374-8_12]

Schaub, Michael Thomas (Corresponding author)
Seby, Jean-Baptist
Frantzen, Florian
Roddenberry, T. Mitchell
Zhu, Yu
et al.

[Preprint]
Simplicial Convolutional Filters, 2022

Yang, Maosheng (Corresponding author)
Isufi, Elvin (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Leus, Geert (Corresponding author)

[Preprint]
Blind Extraction of Equitable Partitions from Graph Signals, 2022
[DOI: 10.18154/RWTH-2022-04418]

Scholkemper, Michael
Schaub, Michael Thomas

[Fachzeitschriftenartikel]
The CoRisk-Index: a data-mining approach to identify industry-specific risk perceptions related to Covid-19
In: Humanities and Social Sciences Communications, 9 (1), 41, 2022
[DOI: 10.1057/s41599-022-01039-1]

Stephany, Fabian
Neuhäuser, Leonie Lisa
Stoehr, Niklas
Darius, Philipp
Teutloff, Ole
et al.

[Buch]
Modularity and Dynamics on Complex Networks, 2021
[DOI: 10.1017/9781108774116]

Lambiotte, Renaud
Schaub, Michael Thomas

[Preprint]
What are higher-order networks?, 2021

Bick, Christian
Gross, Elizabeth
Harrington, Heather A.
Schaub, Michael Thomas

[Preprint]
On the Relationship between Heterophily and Robustness of Graph Neural Networks, 2021
[DOI: 10.48550/ARXIV.2106.07767]

Zhu, Jiong (Corresponding author)
Jin, Junchen (Corresponding author)
Loveland, Donald (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Koutra, Danai (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finite Impulse Response Filters for Simplicial Complexes
In: 29th European Signal Processing Conference (EUSIPCO 2021) : proceedings : 23-27 August 2021, Dublin, Ireland / EURASIP - European Association for Signal Processing, EUSIPCO2021 - 29th European Signal Processing Conference, Dublin, Ireland, 23-27 August 2021 ; general chair: Rozenn Dahyot (Maynooth University , Ireland), general chair: Fernando Pérez-González (University of Vigo, Spain), 2005-2009, 2021
[DOI: 10.23919/EUSIPCO54536.2021.9616185]

Yang, Maosheng (Corresponding author)
Isufi, Elvin (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Leus, Geert (Corresponding author)

[Preprint]
Hodgelets : Localized Spectral Representations of Flows on Simplicial Complexes, 2021

Roddenberry, T. Mitchell
Frantzen, Florian
Schaub, Michael Thomas
Segarra, Santiago

[Preprint]
Signal Processing on Cell Complexes, 2021

Roddenberry, T. Mitchell (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Hajij, Mustafa (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Outlier Detection for Trajectories via Flow-embeddings
In: Conference record of the Fifty-Fifth Asilomar Conference on Signals, Systems & Computers : October 31-November 3, 2021, Pacific Grove, California / edited by: Michael B. Matthews (Northrop Grumman Innovation Systems) ; technical co-sponsor: the IEEE Signal Processing Society, 1568-1572, 2021
[DOI: 10.1109/IEEECONF53345.2021.9723128]

Frantzen, Florian (Corresponding author)
Seby, Jean-Baptiste (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Local, Global And Scale-Dependent Node Roles
In: IEEE ICAS 2021 : International Conference on Autonomous Systems : virtual conference, August 11-13, 2021 / sponsors and organizers: IEEE, IEEE Signal Processing Society, ASI, 2021
[DOI: 10.1109/ICAS49788.2021.9551110]

Scholkemper, Michael
Schaub, Michael Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Opinion Dynamics with Multi-body Interactions
In: Network Games, Control and Optimization : 10th International Conference, NetGCooP 2020, France, September 22-24, 2021, Proceedings / edited by Samson Lasaulce, Panayotis Mertikopoulos, Ariel Orda, 261-271, 2021
[DOI: 10.1007/978-3-030-87473-5_23]

Neuhäuser, Leonie Lisa (Corresponding author)
Schaub, Michael Thomas
Mellor, Andrew
Lambiotte, Renaud

[Fachzeitschriftenartikel]
Consensus dynamics on temporal hypergraphs
In: Physical Review E, 104 (6), 064305, 2021
[DOI: 10.1103/PhysRevE.104.064305]

Neuhäuser, Leonie Lisa
Lambiotte, Renaud
Schaub, Michael Thomas (Corresponding author)

[Fachzeitschriftenartikel]
Simulating systematic bias in attributed social networks and its effect on rankings of minority nodes
In: Applied network science, 6 (1), 86, 2021
[DOI: 10.1007/s41109-021-00425-z]

Neuhäuser, Leonie Lisa (Corresponding author)
Stamm, Felix I.
Lemmerich, Florian
Schaub, Michael Thomas
Strohmaier, Markus Bernhard

[Fachzeitschriftenartikel]
Insight to Gene Expression From Promoter Libraries With the Machine Learning Workflow Exp2Ipynb
In: Frontiers in bioinformatics, 1, 747428, 2021
[DOI: 10.3389/fbinf.2021.747428]

Liebal, Ulf Winfried (Corresponding author)
Köbbing, Sebastian
Netze, Linus
Schweidtmann, Artur M.
Mitsos, Alexander
et al.

[Preprint]
Consensus Dynamics and Opinion Formation on Hypergraphs, 2021

Neuhäuser, Leonie Lisa (Corresponding author)
Lambiotte, Renaud (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Fachzeitschriftenartikel]
State Aggregations in Markov Chains and Block Models of Networks
In: Physical review letters : PRL, 127 (7), 078301, 2021
[DOI: 10.1103/PhysRevLett.127.078301]

Faccin, Mauro (Corresponding author)
Schaub, Michael Thomas
Delvenne, Jean-Charles

[Fachzeitschriftenartikel]
Signal processing on higher-order networks: Livin’ on the edge... and beyond
In: Signal processing, 187, 108149, 2021
[DOI: 10.1016/j.sigpro.2021.108149]

Schaub, Michael Thomas (Corresponding author)
Zhu, Yu
Seby, Jean-Baptiste
Roddenberry, T. Mitchell
Segarra, Santiago

[Fachzeitschriftenartikel]
CrossTalkeR: analysis and visualization of ligand-receptorne tworks
In: Bioinformatics, btab370, 2021
[DOI: 10.1093/bioinformatics/btab370]

Nagai, James S.
Leimkühler, Nils B.
Schaub, Michael Thomas
Schneider, Rebekka K.
Costa, Ivan G. (Corresponding author)

[Fachzeitschriftenartikel]
Modelling non-linear consensus dynamics on hypergraphs
In: Journal of physics / Complexity, 2 (2), 025006, 2021
[DOI: 10.1088/2632-072X/abcea3]

Sahasrabuddhe, Rohit
Neuhäuser, Leonie Lisa
Lambiotte, Renaud (Corresponding author)

[Preprint]
Modularity maximisation for graphons, 2021
[DOI: 10.48550/ARXIV.2101.00503]

Klimm, Florian (Corresponding author)
Jones, Nick S. (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Preprint]
Finite Impulse Response Filters for Simplicial Complexes, 2021

Yang, Maosheng (Corresponding author)
Isufi, Elvin (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Leus, Geert (Corresponding author)

[Buchbeitrag]
Different Approaches to Community Detection
In: Advances in network clustering and blockmodeling / edited by Patrick Doreian, Vladimir Batagelj, Anuška Ferligoj, 105-119, 2019
[DOI: 10.1002/9781119483298.ch4]

Rosvall, Martin
Delvenne, Jean-Charles
Schaub, Michael Thomas
Lambiotte, Renaud

[Fachzeitschriftenartikel]
Random Walks on Simplicial Complexes and the Normalized Hodge 1-Laplacian
In: SIAM Review, 62 (2), 353-391, 2020
[DOI: 10.1137/18M1201019]

Schaub, Michael Thomas (Corresponding author)
Benson, Austin R. (Corresponding author)
Horn, Paul (Corresponding author)
Lippner, Gabor (Corresponding author)
Jadbabaie, Ali (Corresponding author)

[Buchbeitrag]
Structured Networks and Coarse-Grained Descriptions : A Dynamical Perspective
In: Advances in network clustering and blockmodeling / edited by Patrick Doreian, Vladimir Batagelj, Anuška Ferligoj, 333-361, 2019
[DOI: 10.1002/9781119483298.ch12]

Schaub, Michael Thomas
Delvenne, Jean-Charles
Lambiotte, Renaud
Barahona, Mauricio

[Fachzeitschriftenartikel]
Blind Identification of Stochastic Block Models from Dynamical Observations
In: SIAM Journal on Mathematics of Data Science, 2 (2), 335-367, 2020
[DOI: 10.1137/19M1263340]

Schaub, Michael Thomas (Corresponding author)
Segarra, Santiago (Corresponding author)
Tsitsiklis, John N. (Corresponding author)

[Fachzeitschriftenartikel]
Network Inference From Consensus Dynamics With Unknown Parameters
In: IEEE Transactions on Signal and Information Processing over Networks, 6, 300-315, 2020
[DOI: 10.1109/TSIPN.2020.2984499]

Zhu, Yu (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Jadbabaie, Ali (Corresponding author)
Segarra, Santiago (Corresponding author)

[Preprint]
Opinion Dynamics with Multi-Body Interactions, 2020

Neuhäuser, Leonie Lisa
Schaub, Michael Thomas
Mellor, Andrew
Lambiotte, Renaud

[Preprint]
State aggregations in Markov chains and block models of networks, 2020

Faccin, Mauro
Schaub, Michael Thomas
Delvenne, Jean-Charles

[Preprint]
Hierarchical community structure in networks, 2020
[DOI: 10.48550/ARXIV.2009.07196]

Schaub, Michael Thomas (Corresponding author)
Peel, Leto (Corresponding author)

[Preprint]
Detectability of hierarchical communities in networks, 2020
[DOI: 10.48550/ARXIV.2009.07525]

Peel, Leto (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Preprint]
Signal Processing on Higher-Order Networks: Livin' on the Edge ... and Beyond, 2020

Schaub, Michael Thomas
Zhu, Yu
Seby, Jean-Baptiste
Roddenberry, T. Mitchell
Segarra, Santiago

[Fachzeitschriftenartikel]
Centrality Measures for Graphons : Accounting for Uncertainty in Networks
In: IEEE transactions on network science and engineering, 7 (1), 520-537, 2018
[DOI: 10.1109/TNSE.2018.2884235]

Avella-Medina, M. (Corresponding author)
Parise, F. (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Segarra, S. (Corresponding author)

[Preprint]
Systematic edge uncertainty in attributed social networks and its effects on rankings of minority nodes, 2020

Stamm, Felix I. (Corresponding author)
Neuhäuser, Leonie Lisa (Corresponding author)
Lemmerich, Florian (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Strohmaier, Markus Bernhard (Corresponding author)

[Preprint]
The Effects of Randomness on the Stability of Node Embeddings, 2020

Schumacher, Tobias
Wolf, Hinrikus
Ritzert, Martin
Lemmerich, Florian
Bachmann, Jan
et al.