Md. Rezaul Karim

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 40

Top Topics

Transactional Databases

Maximal Frequent Patterns

Top Venues

Briefings Bioinform.

Publications

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 (2024)
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 (2023)
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)
Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
Unveiling Black-Boxes: Explainable Deep Learning Models for Patent Classification. xAI (2) (2023)
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 (2023)
Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification. CoRR (2023)
Md. Rezaul Karim, Lina Molinas Comet, Oya Beyan, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
A Biomedical Knowledge Graph for Biomarker Discovery in Cancer. CoRR (2023)
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)
Md. Rezaul Karim, Hussain Ali, Prinon Das, Mohamed Abdelwaheb, Stefan Decker
Question Answering Over Biological Knowledge Graph via Amazon Alexa. CoRR (2022)
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 (2022)
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) (2022)
Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Bharathi Raja Chakravarthi
Multimodal Hate Speech Detection from Bengali Memes and Texts. CoRR (2022)
Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Md. Rezaul Karim
Textual Entailment Recognition with Semantic Features from Empirical Text Representation. CoRR (2022)
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 (2022)
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 (2022)
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 (2021)
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)
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) (2021)
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)
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) (2020)
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)
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) (2020)
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 (2020)
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 (2020)
Md. Rezaul Karim, Sumon Kanti Dey, Bharathi Raja Chakravarthi
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language. CoRR (2020)
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) (2020)
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 (2019)
Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Deniz Beyan, Stefan Decker
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. BCB (2019)
Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Stefan Decker, Christoph Lange
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. CoRR (2019)
Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim
A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Network. Symmetry 11 (4) (2019)
Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Deniz Beyan, Stefan Decker
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. CoRR (2019)
Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. BIBE (2019)
Md. Rezaul Karim, Binh-Phi Nguyen, Lukas Zimmermann, Toralf Kirsten, Matthias Löbe, Frank A. Meineke, Holger Stenzhorn, Oliver Kohlbacher, Stefan Decker, Oya Deniz Beyan
A distributed analytics platform to execute FHIR based phenotyping algorithms. SWAT4LS (2018)
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) (2018)
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) (2018)
Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Achille Zappa, Ratnesh Sahay, Stefan Decker, Dietrich Rebholz-Schuhmann
Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction. CoRR (2018)
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 (2018)
Md. Rezaul Karim, Matthias Heinrichs, Lars Christoph Gleim, Michael Cochez, Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Stefan Decker, Martin O'Halloran, Oya Deniz Beyan
Towards a FAIR Sharing of Scientific Experiments: Improving Discoverability and Reusability of Dielectric Measurements of Biological Tissues. SWAT4LS (2017)
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) (2017)
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)
Md. Mamunur Rashid, Md. Rezaul Karim, Byeong-Soo Jeong, Ho-Jin Choi
Efficient Mining Regularly Frequent Patterns in Transactional Databases. DASFAA (1) (2012)
Md. Rezaul Karim, Md. Mamunur Rashid, Byeong-Soo Jeong, Ho-Jin Choi
Privacy Preserving Mining Maximal Frequent Patterns in Transactional Databases. DASFAA (1) (2012)