Md. Rezaul Karim

45 papers B 3C 1Journal 31Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mapping industry 4.0 strategies for sustainable logistics: insights from the electronic industry in emerging markets. Int. J. Syst. Assur. Eng. Manag. Sheak Salman, Md. Rezaul Karim, Shah Murtoza Morshed, Rafat Rahman, Saifur Rahman Tushar, Sharmine Akther Liza, Naimur Rahman Chowdhury
2024	—	`conf`	From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. HICSS Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Paola de Perthuis, Dietrich Rebholz-Schuhmann, Stefan Decker
2024	J	`jnl`	Scalable Semi-Supervised Graph Learning Techniques for Anti Money Laundering. IEEE Access Md. Rezaul Karim, Felix Hermsen, Sisay Adugna Chala, Paola de Perthuis, Avikarsha Mandal
2023	J	`jnl`	A Biomedical Knowledge Graph for Biomarker Discovery in Cancer. CoRR Md. Rezaul Karim, Lina Molinas Comet, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
2023	J	`jnl`	Catch Me If You Can: Semi-supervised Graph Learning for Spotting Money Laundering. CoRR Md. Rezaul Karim, Felix Hermsen, Sisay Adugna Chala, Paola de Perthuis, Avikarsha Mandal
2023	J	`jnl`	Explainable AI for Bioinformatics: Methods, Tools and Applications. Briefings Bioinform. Md. Rezaul Karim, Tanhim Islam, Md Shajalal, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
2023	J	`jnl`	From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. CoRR Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
2023	B	`conf`	Interpreting Black-box Machine Learning Models for High Dimensional Datasets. DSAA Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, Stefan Decker
2023	—	`conf`	Unveiling Black-Boxes: Explainable Deep Learning Models for Patent Classification. xAI (2) Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
2023	J	`jnl`	Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification. CoRR Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
2022	J	`jnl`	Adversary-Aware Multimodal Neural Networks for Cancer Susceptibility Prediction From Multiomics Data. IEEE Access Md. Rezaul Karim, Tanhim Islam, Christoph Lange, Dietrich Rebholz-Schuhmann, Stefan Decker
2022	J	`jnl`	Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing. IEEE ACM Trans. Comput. Biol. Bioinform. Md. Rezaul Karim, Michael Cochez, Achille Zappa, Ratnesh Sahay, Dietrich Rebholz-Schuhmann, Oya Beyan, Stefan Decker
2022	J	`jnl`	Explainable AI for Bioinformatics: Methods, Tools, and Applications. CoRR Md. Rezaul Karim, Tanhim Islam, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
2022	J	`jnl`	Interpreting Black-box Machine Learning Models for High Dimensional Datasets. CoRR Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Christian Beecks, Stefan Decker
2022	—	`—`	Interpreting black-box machine learning models with decision rules and knowledge graph reasoning. Md. Rezaul Karim
2022	J	`jnl`	Multimodal Hate Speech Detection from Bengali Memes and Texts. CoRR Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Bharathi Raja Chakravarthi
2022	J	`jnl`	Question Answering Over Biological Knowledge Graph via Amazon Alexa. CoRR Md. Rezaul Karim, Hussain Ali, Prinon Das, Mohamed Abdelwaheb, Stefan Decker
2022	J	`jnl`	Textual Entailment Recognition with Semantic Features from Empirical Text Representation. CoRR Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Md. Rezaul Karim
2021	J	`jnl`	Deep learning-based clustering approaches for bioinformatics. Briefings Bioinform. Md. Rezaul Karim, Oya Beyan, Achille Zappa, Ivan G. Costa, Dietrich Rebholz-Schuhmann, Michael Cochez, Stefan Decker
2021	B	`conf`	DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language. DSAA Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Sagor Sarker, Mehadi Hasan Menon, Kabir Hossain, Md. Azam Hossain, Stefan Decker
2021	J	`jnl`	DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging. IEEE Access Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
2020	J	`jnl`	A snapshot neural ensemble method for cancer-type prediction based on copy number variations. Neural Comput. Appl. Md. Rezaul Karim, Ashiqur Rahman, Joao Bosco Jares, Stefan Decker, Oya Beyan
2020	B	`conf`	Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network. DSAA Md. Rezaul Karim, Bharathi Raja Chakravarthi, John P. McCrae, Michael Cochez
2020	J	`jnl`	Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network. CoRR Md. Rezaul Karim, Bharathi Raja Chakravarthi, John P. McCrae, Michael Cochez
2020	—	`conf`	DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images. BIBM Md. Rezaul Karim, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
2020	J	`jnl`	DeepCOVIDExplainer: Explainable COVID-19 Predictions Based on Chest X-ray Images. CoRR Md. Rezaul Karim, Till Döhmen, Dietrich Rebholz-Schuhmann, Stefan Decker, Michael Cochez, Oya Beyan
2020	J	`jnl`	DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language. CoRR Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Sagor Sarker, Mehadi Hasan Menon, Kabir Hossain, Bharathi Raja Chakravarthi, Md. Azam Hossain, Stefan Decker
2020	J	`jnl`	Distributed Analytics on Sensitive Medical Data: The Personal Health Train. Data Intell. 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
2020	J	`jnl`	Enabling ad-hoc reuse of private data repositories through schema extraction. J. Biomed. Semant. Lars Christoph Gleim, Md. Rezaul Karim, Lukas Zimmermann, Oliver Kohlbacher, Holger Stenzhorn, Stefan Decker, Oya Beyan
2019	J	`jnl`	A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM Network. Symmetry Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim
2019	—	`conf`	Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. BCB Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Beyan, Stefan Decker
2019	J	`jnl`	Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. CoRR Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Beyan, Stefan Decker
2019	C	`conf`	OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. BIBE Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
2019	J	`jnl`	OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. CoRR Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
2019	J	`jnl`	Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data. IEEE Access Md. Rezaul Karim, Galih Wicaksono, Ivan G. Costa, Stefan Decker, Oya Beyan
2018	J	`jnl`	A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network. Symmetry Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim
2018	—	`conf`	A distributed analytics platform to execute FHIR based phenotyping algorithms. SWAT4LS Md. Rezaul Karim, Binh-Phi Nguyen, Lukas Zimmermann, Toralf Kirsten, Matthias Löbe, Frank A. Meineke, Holger Stenzhorn, Oliver Kohlbacher, Stefan Decker, Oya Beyan
2018	J	`jnl`	Improving data workflow systems with cloud services and use of open data for bioinformatics research. Briefings Bioinform. Md. Rezaul Karim, Audrey M. Michel, Achille Zappa, Pavel V. Baranov, Ratnesh Sahay, Dietrich Rebholz-Schuhmann
2018	J	`jnl`	Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach. Inf. Sci. Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Chowdhury Farhan Ahmed, Stefan Decker
2018	J	`jnl`	Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction. CoRR Md. Rezaul Karim, Michael Cochez, Oya Beyan, Achille Zappa, Ratnesh Sahay, Stefan Decker, Dietrich Rebholz-Schuhmann
2017	—	`conf`	A Deep Learning Approach to Genomics Data for Population Scale Clustering and Ethnicity Prediction. SeWeBMeDA@ESWC Md. Rezaul Karim, Achille Zappa, Ratnesh Sahay, Dietrich Rebholz-Schuhmann
2017	—	`conf`	Towards a FAIR Sharing of Scientific Experiments: Improving Discoverability and Reusability of Dielectric Measurements of Biological Tissues. SWAT4LS Md. Rezaul Karim, Matthias Heinrichs, Lars Christoph Gleim, Michael Cochez, Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Stefan Decker, Martin O'Halloran, Oya Beyan
2017	J	`jnl`	Towards precision medicine: discovering novel gynecological cancer biomarkers and pathways using linked data. J. Biomed. Semant. Alokkumar Jha, Yasar Khan, Muntazir Mehdi, Md. Rezaul Karim, Qaiser Mehmood, Achille Zappa, Dietrich Rebholz-Schuhmann, Ratnesh Sahay
2012	—	`conf`	Efficient Mining Regularly Frequent Patterns in Transactional Databases. DASFAA (1) Md. Mamunur Rashid, Md. Rezaul Karim, Byeong-Soo Jeong, Ho-Jin Choi
2012	—	`conf`	Privacy Preserving Mining Maximal Frequent Patterns in Transactional Databases. DASFAA (1) Md. Rezaul Karim, Md. Mamunur Rashid, Byeong-Soo Jeong, Ho-Jin Choi