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
Md ShajalalHajee Mohammad Danesh Science and Technology University, Bangladesh; Fraunhofer FIT, GermanyVerified email at fit.fraunhofer.de
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
Christoph LangeFraunhofer FIT, GermanyVerified email at fit.fraunhofer.de
Ratnesh SahayDirector Semantics and Insights - Technical R&D Novartis, SwitzerlandVerified email at novartis.com
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
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 DeyEmory UniversityVerified email at emory.edu
Lars GleimDatabases and Information Systems, RWTH Aachen UniversityVerified email at cs.rwth-aachen.de
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

Rezaul Karim, Ph.D.

RWTH Aachen University, Germany

Verified email at rwth-aachen.de - Homepage

Deep Learning Machine Learning Explainable AI Generative AI Knowledge Graphs


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Deep Learning-based Clustering Approaches for Bioinformatics MR Karim, O Beyan, A Zappa, IG Costa, D Rebholz-Schuhmann, ... Briefings in Bioinformatics, 2020	316	2020
Practical Convolutional Neural Networks: Implement Deep Learning Models using Python M Sewak, MR Karim, P Pujari Packt Publishing Ltd, 2018	256	2018
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	225*	2020
Deep Learning with TensorFlow: Explore Neural Networks and Build Intelligent Systems G Zaccone, MR Karim Packt Publishing Ltd, 2018	221*	2018
A Scalable and Hybrid Intrusion Detection System based on Convolutional-LSTM Network MA Khan, M Karim, Y Kim Symmetry 11 (4), 583, 2019	180	2019
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	161	2019
Hybrid deep learning model for stock price prediction MA Hossain, R Karim, R Thulasiram, NDB Bruce, Y Wang 2018 ieee symposium series on computational intelligence (ssci), 1837-1844, 2018	152	2018
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	124*	2012
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	117*	2017
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	112	2020
Multimodal Hate Speech Detection from Bengali Memes and Texts M Rezaul Karim, S Kanti Dey, T Islam, M Shajalal, B Raja Chakravarthi arXiv e-prints, arXiv: 2204.10196, 2022	110*	2022
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	110*	2021
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	101	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	82	2020
Predictive Analytics with TensorFlow MR Karim	76*	2017
Explainable AI for Bioinformatics: Methods, Tools and Applications MR Karim, T Islam, S Decker Briefings in Bioinformatics, 2023	75	2023
Scala and Spark for Big Data Analytics MR Karim, S Alla Packt Publishing Limited 1, 1-896, 2017	64*	2017
A Privacy-preserving Distributed Analytics Platform for Healthcare Data S Welten, Y Mou, L Neumann, M Jaberansary, YY Ucer, T Kirsten, ... Methods of information in medicine 61 (S 01), e1-e11, 2022	52	2022
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	50*	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	47	2018

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