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ORCIDMd. Rezaul Karim 0001
Person information
- affiliation: Fraunhofer Institute for Applied Information Technology FIT, Sankt Augustin, Germany
- affiliation: RWTH Aachen University, Chair of Computer Science, Germany
- affiliation (since 2015): National University of Ireland, Galway, Ireland
- affiliation (2012 - 2015): Samsung Electronics, Suwon, South Korea
- affiliation (2010 - 2012): Kyung Hee University, Yongin, South Korea
Other persons with the same name
- Muhammad Rezaul Karim 0001
![[0000-0002-8891-7889]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-8891-7889")
(aka: Md. Rezaul Karim 0002) — University of Dhaka, Bangladesh (and 1 more) - Md. Rezaul Karim 0003 — University of Rajshahi, Bangladesh
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Books and Theses
- 2022
[b1]Md. Rezaul Karim:
Interpreting black-box machine learning models with decision rules and knowledge graph reasoning. RWTH Aachen University, Germany, 2022
Journal Articles
- 2024
- [j15]Md. Rezaul Karim, Felix Hermsen, Sisay Adugna Chala, Paola de Perthuis, Avikarsha Mandal:
Scalable Semi-Supervised Graph Learning Techniques for Anti Money Laundering. IEEE Access 12: 50012-50029 (2024) - 2023
- [j14]Md. Rezaul Karim, Tanhim Islam, Md Shajalal, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker:
Explainable AI for Bioinformatics: Methods, Tools and Applications. Briefings Bioinform. 24(5) (2023) - 2022
- [j13]Md. Rezaul Karim, Tanhim Islam, Christoph Lange, Dietrich Rebholz-Schuhmann, Stefan Decker:
Adversary-Aware Multimodal Neural Networks for Cancer Susceptibility Prediction From Multiomics Data. IEEE Access 10: 54386-54409 (2022) - [j12]Md. Rezaul Karim, Michael Cochez, Achille Zappa, Ratnesh Sahay, Dietrich Rebholz-Schuhmann, Oya Beyan, Stefan Decker:
Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing. IEEE ACM Trans. Comput. Biol. Bioinform. 19(1): 369-382 (2022) - 2021
- [j11]Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker:
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging. IEEE Access 9: 39757-39780 (2021) - [j10]Md. Rezaul Karim, Oya Beyan, Achille Zappa, Ivan G. Costa, Dietrich Rebholz-Schuhmann, Michael Cochez, Stefan Decker:
Deep learning-based clustering approaches for bioinformatics. Briefings Bioinform. 22(1): 393-415 (2021) - 2020
- [j9]Lars Christoph Gleim, Md. Rezaul Karim, Lukas Zimmermann, Oliver Kohlbacher, Holger Stenzhorn, Stefan Decker, Oya Beyan:
Enabling ad-hoc reuse of private data repositories through schema extraction. J. Biomed. Semant. 11(1): 6 (2020) - [j8]Oya Beyan, Ananya Choudhury, Johan van Soest, Oliver Kohlbacher, Lukas Zimmermann, Holger Stenzhorn, Md. Rezaul Karim, Michel Dumontier, Stefan Decker, Luiz Olavo Bonino da Silva Santos, Andre Dekker:
Distributed Analytics on Sensitive Medical Data: The Personal Health Train. Data Intell. 2(1-2): 96-107 (2020) - [j7]Md. Rezaul Karim, Ashiqur Rahman, Joao Bosco Jares, Stefan Decker, Oya Beyan:
A snapshot neural ensemble method for cancer-type prediction based on copy number variations. Neural Comput. Appl. 32(19): 15281-15299 (2020) - 2019
- [j6]Md. Rezaul Karim, Galih Wicaksono, Ivan G. Costa, Stefan Decker, Oya Beyan:
Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data. IEEE Access 7: 133850-133864 (2019) - [j5]Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim:
A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Network. Symmetry 11(4): 583 (2019) - 2018
- [j4]Md. Rezaul Karim, Audrey M. Michel, Achille Zappa, Pavel V. Baranov, Ratnesh Sahay, Dietrich Rebholz-Schuhmann:
Improving data workflow systems with cloud services and use of open data for bioinformatics research. Briefings Bioinform. 19(5): 1035-1050 (2018) - [j3]Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Chowdhury Farhan Ahmed, Stefan Decker:
Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach. Inf. Sci. 432: 278-300 (2018) - [j2]Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim:
A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network. Symmetry 10(10): 485 (2018) - 2017
- [j1]Alokkumar Jha, Yasar Khan, Muntazir Mehdi, Md. Rezaul Karim, Qaiser Mehmood, Achille Zappa, Dietrich Rebholz-Schuhmann, Ratnesh Sahay:
Towards precision medicine: discovering novel gynecological cancer biomarkers and pathways using linked data. J. Biomed. Semant. 8(1): 40:1-40:16 (2017)
Conference and Workshop Papers
- 2024
- [c13]Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Paola de Perthuis, Dietrich Rebholz-Schuhmann, Stefan Decker:
From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. HICSS 2024: 5576-5586 - 2023
- [c12]Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, Stefan Decker:
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. DSAA 2023: 1-10 - [c11]Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens:
Unveiling Black-Boxes: Explainable Deep Learning Models for Patent Classification. xAI (2) 2023: 457-474 - 2021
- [c10]Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Sagor Sarker, Mehadi Hasan Menon, Kabir Hossain, Md. Azam Hossain, Stefan Decker:
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language. DSAA 2021: 1-10 - 2020
- [c9]Md. Rezaul Karim, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker:
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images. BIBM 2020: 1034-1037 - [c8]Md. Rezaul Karim, Bharathi Raja Chakravarthi, John P. McCrae, Michael Cochez:
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network. DSAA 2020: 390-399 - 2019
- [c7]Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Beyan, Stefan Decker:
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. BCB 2019: 113-123 - [c6]Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange:
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. BIBE 2019: 415-422 - 2018
- [c5]Md. Rezaul Karim, Binh-Phi Nguyen, Lukas Zimmermann, Toralf Kirsten, Matthias Löbe, Frank A. Meineke, Holger Stenzhorn, Oliver Kohlbacher, Stefan Decker, Oya Beyan:
A distributed analytics platform to execute FHIR based phenotyping algorithms. SWAT4LS 2018 - 2017
- [c4]Md. Rezaul Karim, Achille Zappa, Ratnesh Sahay, Dietrich Rebholz-Schuhmann:
A Deep Learning Approach to Genomics Data for Population Scale Clustering and Ethnicity Prediction. SeWeBMeDA@ESWC 2017: 35-49 - [c3]Md. Rezaul Karim, Matthias Heinrichs, Lars Christoph Gleim, Michael Cochez, Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Stefan Decker, Martin O'Halloran, Oya Beyan:
Towards a FAIR Sharing of Scientific Experiments: Improving Discoverability and Reusability of Dielectric Measurements of Biological Tissues. SWAT4LS 2017 - 2012
- [c2]Md. Mamunur Rashid, Md. Rezaul Karim, Byeong-Soo Jeong, Ho-Jin Choi:
Efficient Mining Regularly Frequent Patterns in Transactional Databases. DASFAA (1) 2012: 258-271 - [c1]Md. Rezaul Karim, Md. Mamunur Rashid, Byeong-Soo Jeong, Ho-Jin Choi:
Privacy Preserving Mining Maximal Frequent Patterns in Transactional Databases. DASFAA (1) 2012: 303-319
Data and Artifacts
- 2022
- [d1]Sumon Kanti Dey, Michael Cochez, Md. Rezaul Karim:
Bengali Hate Speech Detection Dataset. UCI Machine Learning Repository, 2022
Informal and Other Publications
- 2023
- [i15]Md. Rezaul Karim, Lina Molinas Comet, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker:
A Biomedical Knowledge Graph for Biomarker Discovery in Cancer. CoRR abs/2302.04737 (2023) - [i14]Md. Rezaul Karim, Felix Hermsen, Sisay Adugna Chala, Paola de Perthuis, Avikarsha Mandal:
Catch Me If You Can: Semi-supervised Graph Learning for Spotting Money Laundering. CoRR abs/2302.11880 (2023) - [i13]Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker:
From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. CoRR abs/2310.08365 (2023) - [i12]Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens:
Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification. CoRR abs/2310.20478 (2023) - 2022
- [i11]Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Bharathi Raja Chakravarthi:
Multimodal Hate Speech Detection from Bengali Memes and Texts. CoRR abs/2204.10196 (2022) - [i10]Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Christian Beecks, Stefan Decker:
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. CoRR abs/2208.13405 (2022) - [i9]Md. Rezaul Karim, Hussain Ali, Prinon Das, Mohamed Abdelwaheb, Stefan Decker:
Question Answering Over Biological Knowledge Graph via Amazon Alexa. CoRR abs/2210.06040 (2022) - [i8]Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Md. Rezaul Karim:
Textual Entailment Recognition with Semantic Features from Empirical Text Representation. CoRR abs/2210.09723 (2022) - [i7]Md. Rezaul Karim, Tanhim Islam, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker:
Explainable AI for Bioinformatics: Methods, Tools, and Applications. CoRR abs/2212.13261 (2022) - 2020
- [i6]Md. Rezaul Karim, Till Döhmen, Dietrich Rebholz-Schuhmann, Stefan Decker, Michael Cochez, Oya Beyan:
DeepCOVIDExplainer: Explainable COVID-19 Predictions Based on Chest X-ray Images. CoRR abs/2004.04582 (2020) - [i5]Md. Rezaul Karim, Bharathi Raja Chakravarthi, John P. McCrae, Michael Cochez:
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network. CoRR abs/2004.07807 (2020) - [i4]Md. Rezaul Karim, Sumon Kanti Dey, Bharathi Raja Chakravarthi:
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language. CoRR abs/2012.14353 (2020) - 2019
- [i3]Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Beyan, Stefan Decker:
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. CoRR abs/1908.01288 (2019) - [i2]Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange:
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. CoRR abs/1909.04169 (2019) - 2018
- [i1]Md. Rezaul Karim, Michael Cochez, Oya Beyan, Achille Zappa, Ratnesh Sahay, Stefan Decker, Dietrich Rebholz-Schuhmann:
Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction. CoRR abs/1805.12218 (2018)
Coauthor Index
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