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Anzahl der Publikationen: 8
Zeitschriftenartikel
Liu, Zhuang; Ma, Yunpu; Hildebrandt, Marcel; Ouyang, Yuanxin und Xiong, Zhang
(2022):
CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations.
In: Knowledge and Information Systems, Bd. 64, Nr. 8: S. 2239-2265
Hildebrandt, Marcel; Serna, Jorge Andres Quintero; Ma, Yunpu; Ringsquandl, Martin; Joblin, Mitchell und Tresp, Volker
(2020):
Reasoning on Knowledge Graphs with Debate Dynamics.
In: Thirty-Fourth Aaai Conference on Artificial Intelligence, the Thirty-Second Innovative Applications of Artificial Intelligence Conference and the Tenth Aaai Symposium on Educational Advances in Artificial Intelligence, Bd. 34: S. 4123-4131
Bergs, Christoph; Khalil, Mohamed; Hildebrandt, Marcel; Heizmann, Michael; Wuechner, Roland; Bletzinger, Kai-Uwe und Tresp, Volker
(2019):
Health indication of electric motors using a hybrid modeling approach.
In: Tm-Technisches Messen, Bd. 86, Nr. 11: S. 640-650
Hildebrandt, Marcel; Sunder, Swathi Shyam; Mogoreanu, Serghei; Joblin, Mitchell; Mehta, Akhil; Thon, Ingo und Tresp, Volker
(2019):
A Recommender System for Complex Real-World Applications with Nonlinear Dependencies and Knowledge Graph Context.
In: Semantic Web, Eswc 2019, Bd. 11503: S. 179-193
Hildebrandt, Marcel; Khalil, Mohamed; Bergs, Christoph; Tresp, Volker; Wuechner, Roland; Bletzinger, Kai-Uwe und Heizmann, Michael
(2019):
Remaining Useful Life Estimation for Unknown Motors Using a Hybrid Modeling Approach.
In: 2019 Ieee 17Th International Conference on Industrial Informatics (Indin): S. 1327-1332
Buchbeitrag
Liu, Yushan; Hildebrandt, Marcel; Joblin, Mitchell; Ringsquandl, Martin; Raissouni, Rime und Tresp, Volker
(2021):
Neural Multi-hop Reasoning with Logical Rules on Biomedical Knowledge Graphs.
In: Verborgh, Ruben; Hose, Katja; Paulheim, Heiko; Champin, Pierre-Antoine; Maleshkova, Maria; Corcho, Oskar; Ristoski, Petar und Alam, Mehwish (Hrsg.):
The Semantic Web. 18th International Conference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings. Lecture Notes in Computer Science (LNCS), Bd. 12731. Cham: Springer. S. 375-391
Koner, Rajat; Li, Hang; Hildebrandt, Marcel; Das, Deepan; Tresp, Volker und Günnemann, Stephan
(2021):
Graphhopper: Multi-hop Scene Graph Reasoning for Visual Question Answering.
In: Hotho, Abdreas; Blomquist, Eva; Dietze, Stefan; Fokoue, Achille; Ding, Ying; Barnaghi, Payam; Haller, Armin; Dragoni, Mauro und Alani, Harith (Hrsg.):
The Semantic Web – ISWC 2021 : 20th International Semantic Web Conference, ISWC 2021, Virtual Event, October 24–28, 2021, Proceedings. Lecture Notes in Computer Science (LNCS), Bd. 12922. Cham: Springer. S. 111-127
Konferenzbeitrag
Liu, Tong; Liu, Yushan; Hildebrandt, Marcel; Joblin, Mitchell; Li, Hang und Tresp, Volker
(2022):
On Calibration of Graph Neural Networks for Node Classification.
2022 International Joint Conference on Neural Networks (IJCNN), Padua. Italy, 30 September 2022.
In: 2022 International Joint Conference on Neural Networks (IJCNN),
Piscataway, NJ, USA: IEEE. S. 1-8