Rezaul Karim, Ph.D.

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Stefan DeckerFraunhofer FIT, RWTH Aachen UniversityVerified email at informatik.rwth-aachen.de
Oya Deniz BeyanUniversity of Cologne, Faculty of Medicine and University Hospital Cologne, Institute for MedicalVerified email at uni-koeln.de
Michael CochezAssistant Professor, Vrije Universiteit AmsterdamVerified email at vu.nl
Dietrich Rebholz-SchuhmannZB MED -- Information Center for Life SciencesVerified email at zbmed.de
Ho-Jin ChoiSchool of Computing, KAISTVerified email at kaist.ac.kr
Till DöhmenUniversity of AmsterdamVerified email at uva.nl
Tanhim IslamRWTH Aachen UniversityVerified email at rwth-aachen.de
Dr. Chowdhury Farhan AhmedProfessor, Department of Computer Science and Engineering, University of Dhaka, BangladeshVerified email at du.ac.bd
Md Mamunur RashidCQUniversityVerified email at cqu.edu.au
Ratnesh SahayDirector of Semantic Technologies - data42 at Novartis, SwitzerlandVerified email at novartis.com
Md ShajalalHajee Mohammad Danesh Science and Technology University, Bangladesh; Fraunhofer FIT, GermanyVerified email at fit.fraunhofer.de
Oliver KohlbacherProfessor for Applied Bioinformatics, University of TübingenVerified email at uni-tuebingen.de
Ivan G. CostaProfessor, Institute of Computational Genomics, RWTH AachenVerified email at rwth-aachen.de
Christoph LangeFraunhofer FIT, GermanyVerified email at fit.fraunhofer.de
MUHAMMAD ASHFAQ KhanResearch Professor at Incheon National university, South KoreaVerified email at inu.ac.kr
João Bosco JaresFraunhofer FITVerified email at fit.fraunhofer.de
Sumon Kanti DeyVerified email at leadbook.com
Bharathi Raja ChakravarthiAssistant Professor / Lecturer-Above-the-Bar, School of Computer Science, University of GalwayVerified email at universityofgalway.ie
Giancarlo ZacconeVerified email at next.it
John McCraeData Science Institute, University of GalwayVerified email at mccr.ae

Rezaul Karim, Ph.D.

RWTH Aachen University, Germany

Verified email at rwth-aachen.de - Homepage

Deep Learning Machine Learning Bioinformatics Explainable AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Mining Maximal Frequent Patterns in Transactional Databases and Dynamic Data Streams: A Spark-based Approach MR Karim, M Cochez, OD Beyan, CF Ahmed, S Decker Information Sciences 432 (March 2018), 278-300, 2017	236*	2017
Practical Convolutional Neural Networks: Implement Advanced Deep Learning Models using Python M Sewak, MR Karim, P Pujari Packt Publishing Ltd, 2018	220	2018
Deep Learning-based Clustering Approaches for Bioinformatics MR Karim, O Beyan, A Zappa, IG Costa, D Rebholz-Schuhmann, ... Briefings in Bioinformatics, 2020	214	2020
DeepCOVIDExplainer: Explainable COVID-19 Predictions based on Chest X-ray Images M Karim, T Döhmen, D Rebholz-Schuhmann, S Decker, M Cochez, ... arXiv preprint arXiv:2004.04582, 2020	199*	2020
Deep Learning with TensorFlow: Explore Neural Networks and Build Intelligent Systems with Python G Zaccone, MR Karim Packt Publishing Ltd, 2018	192*	2018
A Scalable and Hybrid Intrusion Detection System based on Convolutional-LSTM Network MA Khan, M Karim, Y Kim Symmetry 11 (4), 583, 2019	156	2019
Efficient mining of interesting patterns in large biological sequences MM Rashid, MR Karim, BS Jeong, HJ Choi Genomics & informatics 10 (1), 44, 2012	149*	2012
Drug-Drug Interaction Prediction based on Knowledge Graph Embeddings and Convolutional-LSTM Network MR Karim, M Cochez, JB Jares, M Uddin, O Beyan, S Decker Proceedings of the 10th ACM International Conference on Bioinformatics …, 2019	118	2019
Privacy Preserving Mining Maximal Frequent Patterns in Transactional Databases HJC MR Karim, MM Rashid, BS Jeong Database Systems for Advanced Applications 7238, 258-271, 2012	115*	2012
Distributed Analytics on Sensitive Medical Data: The Personal Health Train O Beyan, A Choudhury, J van Soest, O Kohlbacher, L Zimmermann, ... Data Intelligence, 96-107, 2020	85	2020
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language MR Karim, SK Dey, T Islam, S Sarker, MH Menon, K Hossain, MA Hossain, ... 2021 IEEE 8th International Conference on Data Science and Advanced …, 2021	74	2021
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network M Karim, BR Chakravarthi, M Arcan, JP McCrae, M Cochez IEEE International Conference on Data Science and Advanced Analytics 7, 2020	66	2020
Predictive Analytics with TensorFlow MR Karim	66*	2017
Scala and Spark for Big Data Analytics MR Karim, S Alla Packt Publishing Limited 1, 1-896, 2017	55*	2017
Improving Data Workflow Systems with Cloud Services and Use of Open Data for Bioinformatics Research MR Karim, A Michel, A Zappa, P Baranov, R Sahay, ... Briefings in Bioinformatics, 1-16, 2017	48*	2017
A Two-stage Big Data Analytics Framework with Real World Applications using Spark Machine Learning and Long Short-term Memory Network MA Khan, M Karim, Y Kim Symmetry 10 (10), 485, 2018	43	2018
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis from Radiographs and Magnetic Resonance Imaging MR Karim, J Jiao, T Döhmen, M Cochez, O Beyan, ... IEEE Access 9, 39757-39780, 2021	33	2021
Towards Precision Medicine: Discovering Novel Gynecological Cancer Biomarkers and Pathways using Linked Data A Jha, Y Khan, M Mehdi, MR Karim, Q Mehmood, A Zappa, ... Journal of biomedical semantics 8 (1), 40, 2017	32*	2017
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data MR Karim, M Cochez, O Beyan, S Decker, C Lange 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019	29	2019
An Efficient Distributed Programming Model for Mining Useful Patterns in Big Datasets MR Karim IETE Technical Review 30 (1), 53-63, 2013	29	2013

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