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Saptarshi Bej, PhD
Saptarshi Bej, PhD
Assistant Professor at IISER- Tvm
Bestätigte E-Mail-Adresse bei iisertvm.ac.in - Startseite
Titel
Zitiert von
Zitiert von
Jahr
LoRAS: An oversampling approach for imbalanced datasets
S Bej, N Davtyan, M Wolfien, M Nassar, O Wolkenhauer
Machine Learning 110, 279-301, 2021
1352021
Protein-coding variants contribute to the risk of atopic dermatitis and skin-specific gene expression
S Mucha, H Baurecht, N Novak, E Rodríguez, S Bej, G Mayr, H Emmert, ...
Journal of Allergy and Clinical Immunology 145 (4), 1208-1218, 2020
502020
Cross-tissue transcriptome-wide association studies identify susceptibility genes shared between schizophrenia and inflammatory bowel disease
F Uellendahl-Werth, C Maj, O Borisov, S Juzenas, EM Wacker, ...
Communications biology 5 (1), 80, 2022
262022
Identification and epidemiological characterization of type-2 diabetes sub-population using an unsupervised machine learning approach
S Bej, J Sarkar, S Biswas, P Mitra, P Chakrabarti, O Wolkenhauer
Nutrition & Diabetes 12 (1), 27, 2022
242022
A multi-schematic classifier-independent oversampling approach for imbalanced datasets
S Bej, K Schulz, P Srivastava, M Wolfien, O Wolkenhauer
IEEE Access 9, 123358-123374, 2021
222021
Self-attention-based models for the extraction of molecular interactions from biological texts
P Srivastava, S Bej, K Yordanova, O Wolkenhauer
Biomolecules 11 (11), 1591, 2021
152021
Contribution of synthetic data generation towards an improved patient stratification in palliative care
W Hahn, K Schütte, K Schultz, O Wolkenhauer, M Sedlmayr, U Schuler, ...
Journal of Personalized Medicine 12 (8), 1278, 2022
142022
Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling
S Bej, AM Galow, R David, M Wolfien, O Wolkenhauer
BMC bioinformatics 22, 1-17, 2021
132021
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets
K Schultz, S Bej, W Hahn, M Wolfien, P Srivastava, O Wolkenhauer
Pattern Recognition 147, 110138, 2024
102024
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasets
K Schultz, S Bej, W Hahn, M Wolfien, P Srivastava, O Wolkenhauer
arXiv preprint arXiv:2206.09812, 2022
82022
Comprehensive characterization of multitissue expression landscape, co-expression networks and positive selection in pikeperch
JA Nguinkal, M Verleih, L De Los Rios-Perez, RM Brunner, A Sahm, S Bej, ...
Cells 10 (09), 2289, 2021
72021
On extension of regular graphs
A Banerjee, S Bej
Journal of Discrete Mathematical Sciences and Cryptography 21 (1), 13-21, 2018
72018
Factors of edge-chromatic critical graphs: a brief survey and some equivalences
S Bej, E Steffen
Lect. Notes Semin. Interdiscip. Mat 14, 37-48, 2017
62017
Accounting for diverse feature-types improves patient stratification on tabular clinical datasets
S Bej, C Umesh, M Mahendra, K Schultz, J Sarkar, O Wolkenhauer
Machine Learning with Applications 14, 100490, 2023
42023
Convex space learning for tabular synthetic data generation
M Mahendra, C Umesh, S Bej, K Schultz, O Wolkenhauer
arXiv preprint arXiv:2407.09789, 2024
32024
Combining uniform manifold approximation with localized affine shadowsampling improves classification of imbalanced datasets
S Bej, P Srivastava, M Wolfien, O Wolkenhauer
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
32021
Whole blood RNA sequencing identifies transcriptional differences between primary sclerosing cholangitis and ulcerative colitis
EM Wacker, F Uellendahl-Werth, S Bej, O Wolkenhauer, M Vesterhus, ...
JHEP Reports 6 (2), 100988, 2024
22024
Acid leaching of hydrothermally carbonized sewage sludge: phosphorus recovery and hydrochar characteristics
V Shettigondahalli Ekanthalu, T Ender, S Narra, E Antwi, S Bej, M Nelles
Frontiers in Environmental Engineering 2, 1223247, 2023
22023
Convgen: A Convex Space Learning Approach for Deep-Generative Oversampling and Imbalanced Classification of Small Tabular Datasets
K Schultz, W Hahn, M Wolfien, P Srivastava, O Wolkenhauer, S Bej
Available at SSRN 4332129, 2023
22023
Hamiltonian cycles in annular decomposable Barnette graphs
S Bej
Journal of Discrete Mathematical Sciences and Cryptography, 1-15, 2022
22022
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