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Olaf Wolkenhauer

Institute of Computer Science

56H-index
1.0KPaper Count
1.4WCitation Count
Published Papers 125
Publication Date
Embedding learning on multiplex networks for link prediction
err2026-08-05
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errOrell Trautmann; Olaf Wolkenhauer; Clémence Réda
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Anomaly detection via mean shift density enhancement
err2026-07-29
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PREAI
errPritam Kar; Rahul Bordoloi; Olaf Wolkenhauer; Saptarshi Bej
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FUSE: Fast Semi-Supervised Node Embedding Learning via Structural and Label-Aware Optimization
err2026-07-20
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PREAI
errSujan Chakraborty; Rahul Bordoloi; Anindya Sengupta; Olaf Wolkenhauer; Saptarshi Bej
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Correction: Multivariate functional linear discriminant analysis for partially‑observed time series
err2026-06-20
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errRahul Bordoloi; Clémence Réda; Orell Trautmann; Saptarshi Bej; Olaf Wolkenhauer
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Dependency-aware synthetic tabular data generation
err2026-04-22
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errChaithra Umesh; Kristian Seegel-Schultz; Manjunath Mahendra; Saptarshi Bej; Olaf Wolkenhauer
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Convex space learning for tabular synthetic data generation
err2025-10-13
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PREAI
errManjunath Mahendra; Chaithra Umesh; Kristian Schultz; Olaf Wolkenhauer; Saptarshi Bej
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Preserving logical and functional dependencies in synthetic tabular data
err2025-07-01
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errUmesh, Chaithra; Schultz, Kristian; Mahendra, Manjunath; Bej, Saptarshi; Wolkenhauer, Olaf
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TCGADownloadHelper: simplifying TCGA data extraction and preprocessing
err2025-05-02
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errBaumann, Alexandra Anke; Wolkenhauer, Olaf; Wolfien, Markus
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Joint embedding-classifier learning for interpretable collaborative filtering
err2025-01-22
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errReda, Clemence; Vie, Jill-Jenn; Wolkenhauer, Olaf
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Identification of key factors for malnutrition diagnosis in chronic gastrointestinal diseases using machine learning underscores the importance of GLIM criteria as well as additional parameters
err2024-12-12
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errRischmueller, Karen; Caton, Vanessa; Wolfien, Markus; Ehlers, Luise; van Welzen, Matti; Brauer, David; Sautter, Lea F.; Meyer, Fatuma; Valentini, Luzia; Wiese, Mats L.; Aghdassi, Ali A.; Jaster, Robert; Wolkenhauer, Olaf; Lamprecht, Georg; Bej, Saptarshi
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Bitter peptide prediction using graph neural networks
err2024-10-07
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errSrivastava, Prashant; Steuer, Alexandra; Ferri, Francesco; Nicoli, Alessandro; Schultz, Kristian; Bej, Saptarshi; Di Pizio, Antonella; Wolkenhauer, Olaf
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Large-scale knowledge graph representations of disease processes
err2024-06-01
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errHoch, Matti; Gupta, Shailendra; Wolkenhauer, Olaf
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Gene network-based and ensemble modeling-based selection of tumor-associated antigens with a predicted low risk of tissue damage for targeted immunotherapy
err2024-05-09
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errLischer, Christopher; Eberhardt, Martin; Flamann, Cindy; Berges, Johannes; Guese, Esther; Wessely, Anja; Weich, Adrian; Retzlaff, Jimmy; Doerrie, Jan; Schaft, Niels; Wiesinger, Manuel; Maerz, Johannes; Schuler-Thurner, Beatrice; Knorr, Harald; Gupta, Shailendra; Singh, Krishna Pal; Schuler, Gerold; Heppt, Markus Vincent; Koch, Elias Andreas Thomas; van Kleef, Nadine D.; Freen-van Heeren, Julian J.; Turksma, Annelies W.; Wolkenhauer, Olaf; Hohberger, Bettina; Berking, Carola; Bruns, Heiko; Vera, Julio
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Sunset Yellow protects against oxidative damage and exhibits chemoprevention in chemically induced skin cancer model
err2024-03-02
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errSingh, Saurabh; Yadav, Sarika; Cavallo, Celine; Mourya, Durgesh; Singh, Ishu; Kumar, Vijay; Shukla, Sachin; Shukla, Pallavi; Chaudhary, Romil; Maurya, Gyan Prakash; Mueller, Ronja Lea Jennifer; Rohde, Lilly; Mishra, Aradhana; Wolkenhauer, Olaf; Gupta, Shailendra; Tripathi, Anurag
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ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets
err2024-03-01
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errSchultz, Kristian; Bej, Saptarshi; Hahn, Waldemar; Wolfien, Markus; Srivastava, Prashant; Wolkenhauer, Olaf
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Drug-target identification in COVID-19 disease mechanisms using computational systems biology approaches
err2024-02-13
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errNiarakis, Anna; Ostaszewski, Marek; Mazein, Alexander; Kuperstein, Inna; Kutmon, Martina; Gillespie, Marc E.; Funahashi, Akira; Acencio, Marcio Luis; Hemedan, Ahmed; Aichem, Michael; Klein, Karsten; Czauderna, Tobias; Burtscher, Felicia; Yamada, Takahiro G.; Hiki, Yusuke; Hiroi, Noriko F.; Hu, Finterly; Pham, Nhung; Ehrhart, Friederike; Willighagen, Egon L.; Valdeolivas, Alberto; Dugourd, Aurelien; Messina, Francesco; Esteban-Medina, Marina; Pena-Chilet, Maria; Rian, Kinza; Soliman, Sylvain; Aghamiri, Sara Sadat; Puniya, Bhanwar Lal; Naldi, Aurelien; Helikar, Tomas; Singh, Vidisha; Fernandez, Marco Farinas; Bermudez, Viviam; Tsirvouli, Eirini; Montagud, Arnau; Noel, Vincent; Ponce-de-Leon, Miguel; Maier, Dieter; Bauch, Angela; Gyori, Benjamin M.; Bachman, John A.; Luna, Augustin; Pinero, Janet; Furlong, Laura I.; Balaur, Irina; Rougny, Adrien; Jarosz, Yohan; Overall, Rupert W.; Phair, Robert; Perfetto, Livia; Matthews, Lisa; Rex, Devasahayam Arokia Balaya; Orlic-Milacic, Marija; Gomez, Luis Cristobal Monraz; De Meulder, Bertrand; Ravel, Jean Marie; Jassal, Bijay; Satagopam, Venkata; Wu, Guanming; Golebiewski, Martin; Gawron, Piotr; Calzone, Laurence; Beckmann, Jacques S.; Evelo, Chris T.; D'Eustachio, Peter; Schreiber, Falk; Saez-Rodriguez, Julio; Dopazo, Joaquin; Kuiper, Martin; Valencia, Alfonso; Wolkenhauer, Olaf; Kitano, Hiroaki; Barillot, Emmanuel; Auffray, Charles; Balling, Rudi; Schneider, Reinhard
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Whole blood RNA sequencing identifies transcriptional differences between primary sclerosing cholangitis and ulcerative colitis
err2024-02-01
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errWacker, Eike Matthias; Uellendahl-Werth, Florian; Bej, Saptarshi; Wolkenhauer, Olaf; Vesterhus, Mette; Lieb, Wolfgang; Franke, Andre; Karlsen, Tom Hemming; Folseraas, Trine; Ellinghaus, David
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Exploring Thiazolopyridine AV25R: Unraveling of Biological Activities, Selective Anti-Cancer Properties and In Silico Target and Binding Prediction in Hematological Neoplasms
err2023-12-15
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errLadwig, Annika; Gupta, Shailendra; Ehlers, Peter; Sekora, Anett; Alammar, Moosheer; Koczan, Dirk; Wolkenhauer, Olaf; Junghanss, Christian; Langer, Peter; Escobar, Hugo Murua
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