- E-Mail:
- arnab.sharma@uni-paderborn.de
- Phone:
- +49 5251 60-1764
- ORCID:
- 0009-0007-8515-5253
- Web:
- Homepage
-
- Office Address:
-
Fürstenallee 11
33102 Paderborn - Room:
- F1.301
Publications
Latest Publications
Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees
A. Sharma, D. Leite, C. Demir, A.-C.N. Ngomo, in: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, 2024.
Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers
D. Leite, A. Sharma, C. Demir, A.-C. Ngomo, in: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, 2024.
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs
C. Demir, N.J. KOUAGOU, A. Sharma, A.-C. Ngonga Ngomo, Arxiv (2024).
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams
D. Leite, A. Silva, G. Casalino, A. Sharma, D. Fortunato, A.-C. Ngomo, in: 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), IEEE, 2024.
Resilience in Knowledge Graph Embeddings
A. Sharma, N.J. KOUAGOU, A.-C. Ngonga Ngomo, Arxiv (2024).
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Teaching
Current Courses
- Seminar: Large AI Models (in English)