LoRAS: an oversampling approach for imbalanced datasets
Bej, Saptarshi, Davtyan, Narek, Wolfien, Markus, Nassar, Mariam, Wolkenhauer, Olaf
Published in Machine learning (01.02.2021)
Published in Machine learning (01.02.2021)
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Journal Article
Identification and epidemiological characterization of Type-2 diabetes sub-population using an unsupervised machine learning approach
Bej, Saptarshi, Sarkar, Jit, Biswas, Saikat, Mitra, Pabitra, Chakrabarti, Partha, Wolkenhauer, Olaf
Published in Nutrition & diabetes (27.05.2022)
Published in Nutrition & diabetes (27.05.2022)
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Journal Article
Bitter peptide prediction using graph neural networks
Srivastava, Prashant, Steuer, Alexandra, Ferri, Francesco, Nicoli, Alessandro, Schultz, Kristian, Bej, Saptarshi, Di Pizio, Antonella, Wolkenhauer, Olaf
Published in Journal of cheminformatics (07.10.2024)
Published in Journal of cheminformatics (07.10.2024)
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Journal Article
Attention Retrieval Model for Entity Relation Extraction from Biological Literature
Srivastava, Prashant, Bej, Saptarshi, Schultz, Kristian, Yordanova, Kristina, Wolkenhauer, Olaf
Published in IEEE access (01.01.2022)
Published in IEEE access (01.01.2022)
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Journal Article
Cross-tissue transcriptome-wide association studies identify susceptibility genes shared between schizophrenia and inflammatory bowel disease
Uellendahl-Werth, Florian, Maj, Carlo, Borisov, Oleg, Juzenas, Simonas, Wacker, Eike Matthias, Jørgensen, Isabella Friis, Steiert, Tim Alexander, Bej, Saptarshi, Krawitz, Peter, Hoffmann, Per, Schramm, Christoph, Wolkenhauer, Olaf, Banasik, Karina, Brunak, Søren, Schreiber, Stefan, Karlsen, Tom Hemming, Degenhardt, Franziska, Nöthen, Markus, Franke, Andre, Folseraas, Trine, Ellinghaus, David
Published in Communications biology (20.01.2022)
Published in Communications biology (20.01.2022)
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Journal Article
Whole blood RNA sequencing identifies transcriptional differences between primary sclerosing cholangitis and ulcerative colitis
Wacker, Eike Matthias, Uellendahl-Werth, Florian, Bej, Saptarshi, Wolkenhauer, Olaf, Vesterhus, Mette, Lieb, Wolfgang, Franke, Andre, Karlsen, Tom Hemming, Folseraas, Trine, Ellinghaus, David
Published in JHEP reports (01.02.2024)
Published in JHEP reports (01.02.2024)
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Journal Article
Comprehensive Characterization of Multitissue Expression Landscape, Co-Expression Networks and Positive Selection in Pikeperch
Nguinkal, Julien Alban, Verleih, Marieke, de Los Ríos-Pérez, Lidia, Brunner, Ronald Marco, Sahm, Arne, Bej, Saptarshi, Rebl, Alexander, Goldammer, Tom
Published in Cells (Basel, Switzerland) (02.09.2021)
Published in Cells (Basel, Switzerland) (02.09.2021)
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Journal Article
Challenges and applications in generative AI for clinical tabular data in physiology
Umesh, Chaithra, Mahendra, Manjunath, Bej, Saptarshi, Wolkenhauer, Olaf, Wolfien, Markus
Published in Pflügers Archiv (17.10.2024)
Published in Pflügers Archiv (17.10.2024)
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Journal Article
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets
Schultz, Kristian, Bej, Saptarshi, Hahn, Waldemar, Wolfien, Markus, Srivastava, Prashant, Wolkenhauer, Olaf
Published in Pattern recognition (01.03.2024)
Published in Pattern recognition (01.03.2024)
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Journal Article
On extension of regular graphs
Banerjee, Anirban, Bej, Saptarshi
Published in Journal of discrete mathematical sciences & cryptography (02.01.2018)
Published in Journal of discrete mathematical sciences & cryptography (02.01.2018)
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Journal Article
Acid leaching of hydrothermally carbonized sewage sludge: phosphorus recovery and hydrochar characteristics
Shettigondahalli Ekanthalu, Vicky, Ender, Tommy, Narra, Satyanarayana, Antwi, Edward, Bej, Saptarshi, Nelles, Michael
Published in Frontiers in environmental engineering (Lausanne, Switzerland) (23.08.2023)
Published in Frontiers in environmental engineering (Lausanne, Switzerland) (23.08.2023)
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Journal Article
Contribution of Synthetic Data Generation towards an Improved Patient Stratification in Palliative Care
Hahn, Waldemar, Schütte, Katharina, Schultz, Kristian, Wolkenhauer, Olaf, Sedlmayr, Martin, Schuler, Ulrich, Eichler, Martin, Bej, Saptarshi, Wolfien, Markus
Published in Journal of personalized medicine (04.08.2022)
Published in Journal of personalized medicine (04.08.2022)
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Journal Article
Autoencoder-Assisted Feature-Type Distributed Clustering for Clinical and Biomedical Data Analysis
Thomas, Lenat, Nair, Madhu S., Bej, Saptarshi
Published in IEEE International Conference on Electronics, Computing and Communication Technologies (Online) (12.07.2024)
Published in IEEE International Conference on Electronics, Computing and Communication Technologies (Online) (12.07.2024)
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Conference Proceeding
Convex space learning for tabular synthetic data generation
Mahendra, Manjunath, Umesh, Chaithra, Bej, Saptarshi, Schultz, Kristian, Wolkenhauer, Olaf
Year of Publication 13.07.2024
Year of Publication 13.07.2024
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Journal Article