Dr. Mohammad Rezwanul Huq

Associate Professor
Department of Computer Science & Engineering

Faculty

Faculty of Sciences and Engineering

Address

A/2, Jahurul Islam Avenue
Jahurul Islam City, Aftabnagar
Dhaka-1212, Bangladesh

Office

Ext: 372 || Room No# 629
mrhuq@ewubd.edu

Academic Background

Ph.D. in Computer Science, University of Twente, The Netherlands (2013)
M.Sc. in Computer Engineering, Kyung Hee University, South Korea (2008)
B.Sc. in Computer Science, Islamic University of Technology (IUT), Bangladesh (2004)

I am Mohammad Rezwanul Huq and working as an Associate Professor in the Department of Computer Science and Engineering at East West University, Dhaka, Bangladesh. I also served in the Islamic University of Technology (IUT), Gazipur, Bangladesh as an Assistant Professor till 2014. I had a postdoctoral experience in the Computing Department of Macquarie University, Sydney, Australia from May 2017 - December 2017.

I earned my Ph.D. at Database Research Group at the University of Twente in 2013. The title of my Ph.D. dissertation was "An Inference-based Framework for Managing Data Provenance". It is to be noted that the University of Twente is ranked within 201-250 in the Times Higher Education 2021 ranking.

I completed my Master's degree in Computer Engineering from Kyung Hee University in 2008. It is ranked within 251-300 in the Times Higher Education 2021 ranking. My undergraduate studies were completed at the Islamic University of Technology (IUT), Gazipur, Bangladesh.

Professional Experience

no content

Research Interest

Database Technology
Data Streams
Data Provenance
Semantic Web
Big Data

Selected Publications

Mostofa Kamal Rasel, Mohammad Rezwanul Huq and Mohammad Arifuzzaman, ”GraphIdx: An efficient indexing technique for accelerating graph data mining”. Software Impacts, ISSN: 2665-9638, Vol. 20, pp. 100632 (2024). DOI: 10.1016/j.simpa.2024.100632 [Emerging Sources Citation Index]
N. Roy, R. Ahmed, M.R. Huq and M.M. Shahriar, ”User-centric Activity Recognition and Prediction Model using Machine Learning Algorithms”. International Journal of Advanced Computer Science and Applications (IJACSA), ISSN: 2156-5570, Vol. 12, No. 12, pp. 501–510 (2021). DOI: 10.14569/IJACSA.2021.0121265 [Emerging Sources Citation Index]
K.A. Mohite and M.R. Huq, ”An Approach Of Urban Expansion Prediction using SVM And VAR”. International Journal of Scientific & Technology Research (IJSTR), ISSN: 2277-8616, Vol. 9, No. 4, pp. 3084–3090 (April, 2020). URL: http://www.ijstr.org/final-print/apr2020/An-Approach-Of-Urban-Expansion-Prediction-UsingSvm-And-Var.pdf [Scopus indexed]
S. Banik and M.R. Huq, ”Geolocation Based Decision Making For Appropriate Land Use using Machine Learning Model”. International Journal of Scientific & Technology Research (IJSTR), ISSN: 2277-8616, Vol. 9, No. 2, pp. 3084–3090 (February, 2020). URL: http://www.ijstr.org/final-print/feb2020/Geolocation-Based-Decision-Making-For-AppropriateLand-Use-Using-Machine-Learning-Model.pdf [Scopus indexed]
R. Sharmin, S.K. Rahut and M.R. Huq, ”Bengali Spoken Digit Classification: A Deep Learning Approach using Convolutional Neural Network”. Procedia Computer Science, E-ISSN: 1877-0509, Vol. 171, pp. 1381–1388, Elsevier (2020). DOI: 10.1016/j.procs.2020.04.148 [Scopus indexed]
M.R. Huq, A. Ali and A. Rahman, ”Sentiment Analysis on Twitter Data using KNN and SVM”. International Journal of Advanced Computer Science and Applications (IJACSA), ISSN: 2156-5570, Vol. 8, No. 6, pp. 19–25 (2017). DOI: 10.14569/IJACSA.2017.080603 [Emerging Sources Citation Index, Master Journal List]
M.R. Huq, A.A. Mosharraf and K. Rahman, ”Data Analysis and Phase Detection during Natural Disaster based on Social Data”. International Journal on Computational Science and Applications (IJCSA), ISSN: 2200-0011, Vol. 7, No. 3, pp. 1–19 (2017). DOI: 10.5121/ijcsa.2017.7301
M.R. Huq, P.M.G. Apers and A. Wombacher, ”An Inference-based Framework to Manage Data Provenance in Geoscience Applications”. IEEE Transaction on Geoscience and Remote Sensing, ISSN: 0196-2192, vol. 51, no. 11, pp. 5113–5130 (2013). DOI: 10.1109/TGRS.2013.2247769 [Science Citation Index Expanded, Master Journal List]
R. Rahman, T.K. Avi, A.A. Khan and M.R. Huq, ”Implementation of Intelligent File Sharing in Advanced Collaborating Environment with Data Adaptation and Cache Optimization Service”. Journal of Engineering and Technology (JET), ISSN: 1684-4114, vol. 8, no. 2, pp. 51–73 (2010). URL: http://jet.iutoic-dhaka.edu/assets/publishedPaper/8 2 4.pdf
S M Faisal, M.R. Huq and A.S.M. Ashique Mahmood, ”Context Repository Architecture for Smart Collaborative Environment”. International Journal of Computer Science & Network Security, ISSN: 1738-7906, vol. 8, no. 12, pp. 146–153 (2008). URL: http://paper.ijcsns.org/07 book/200812/20081221.pdf [Emerging Sources Citation Index, Master Journal List]
M.R. Huq, A.A Khan, R. Rahman and T.K. Avi, ”Introducing Secured Node Registration and Supervised P2P File Sharing in Advanced Collaborating Environment”. International Journal of Computer Science & Network Security, ISSN: 1738-7906, vol. 8, no. 9, pp. 375–381 (2008). URL: http://paper.ijcsns.org/07 book/200809/20080955.pdf[Emerging Sources Citation Index, Master Journal List]

Community recommendation in social network using strong friends and quasi-clique approach, In: Proceedings of the International Conference on Electrical and Computer Engineering (ICECE 2014), Dhaka, Bangladesh. pp. 453–456 (2014). DOI: 10.1109/ICECE.2014.7026937
Authors: A.I. Matin, S. Jahan and M.R. Huq
ProvenanceCurious: A Tool to Infer Data 18. Provenance from Scripts, In: Proceedings of the 16th International Conference on Extending Database Technology (EDBT 2013), Genoa, Italy. pp. 765–768 (2013). DOI:10.1145/2452376.2452475
Authors: M.R. Huq, P.M.G. Apers and A. Wombacher
Towards Automatic Capturing of Manual Data Processing Provenance, In: Data-Driven Process Discovery and Analysis, vol. 162 of Lecture Notes in Business Information Processing, pp. 84–99 (2013). DOI:10.1007/978-3-642-40919-6_5
Authors: A. Wombacher and M.R. Huq
Data Provenance Inference in Logic Programming: Reducing Effort of Instance-driven Debugging, Technical Report TR-CTIT-13-11, Centre for Telematics and Information Technology, University of Twente, Enschede (2013). URL:http://eprints.eemcs.utwente.nl/23336/
Authors: M.R. Huq, A. Wombacher and A. Mileo
Data Provenance as a Tool for Debugging Hydrological Models based on Python, Extended Abstract #IN11B-1469, American Geophysical Union, Fall Meeting (2012).
URL:http://adsabs.harvard.edu/abs/2012AGUFMIN11B1469W
Authors: A. Wombacher, M.R. Huq, Y. Wada and R. van Beek
Probabilistic Inference of Fine-grained Data Provenance, In: Database and Expert Systems Applications, vol. 7446 of Lecture Notes in Computer Science, pp. 296–310 (2012). DOI: 10.1007/978-3-642-32600-4_22
Authors: M.R. Huq, P.M.G. Apers and A. Wombacher
From Script Towards Provenance Inference, In: Proceedings of the 8th IEEE International Conference on e-Science (e-Science 2012), Chicago, USA. pp. 1–8 (2012). DOI: 10.1109/eScience.2012.6404467
Authors: M.R. Huq, P.M.G. Apers, A. Wombacher, Y. Wada and L.P.H. van Beek
Fine-Grained Provenance 8. Inference for a Large Processing Chain with Non-materialized Intermediate Views, In: Scientific and Statistical Database Management, vol. 7338 of Lecture Notes in Computer Science, pp. 397–405 (2012). DOI: 10.1007/978-3-642-31235-9_26
Authors: M.R. Huq, P.M.G. Apers and A. Wombacher
Towards Automatic Capturing of Manual Data Processing Provenance, Technical Report TR-CTIT-11-12, Centre for Telematics and Information Technology University of Twente, Enschede (2011). URL:http://eprints.eemcs.utwente.nl/20164/
Authors: A. Wombacher and M.R. Huq
Adaptive Inference of Fine-grained Data Provenance to Achieve High Accuracy at Lower Storage Costs, In: Proceedings of the 7th IEEE International Conference on e-Science (e-Science 2011), Stockholm, Sweden. pp. 202–209 (2011). DOI: 10.1109/eScience.2011.36
Authors: M.R. Huq, A. Wombacher and P.M.G. Apers
Inferring Fine-Grained Data Provenance in Stream Data Processing: Reduced Storage Cost, High Accuracy, In: Database and Expert Systems Applications, vol. 6861 of Lecture Notes in Computer Science, pp. 118–127 (2011). DOI: 10.1007/978-3-642-23091-2_11
Authors: M.R. Huq, A. Wombacher and P.M.G. Apers
Mining Data Stream from a Higher Level of Abstraction: A Class Window Approach, In: Informatics Engineering and Information Science, vol. 254 of Communications in Computer and Information Science, pp. 461–469 (2011). DOI: 10.1007/978-3-642-25483-3 38
Authors: A.A. Mamun, M.A. Abedin, M.A. Arman, M.A. Mottalib and M.R. Huq
Identifying the challenges for optimizing the process to achieve reproducible results in e-science applications, In: Proceedings of the 3rd Workshop on Ph.D. Students in Information and Knowledge Management (PIKM 2010), Toronto, Canada. pp. 75–78 (2010).
DOI:10.1145/1871902.1871916
Authors: M.R. Huq, A. Wombacher and P.M.G. Apers
Facilitating fine grained data provenance using temporal data model, In: Proceedings of the 7th International Workshop on Data Management for Sensor Networks (DMSN 2010), Toronto, Canada. pp. 75–78 (2010). DOI:10.1145/1858158.1858163
Authors: M.R. Huq, A. Wombacher and P.M.G. Apers
File Sharing in Advanced Collaborating Environment: Node Registration & Cache Optimization Techniques, In: Proceedings of the 11th International Conference on Computer and Information Technology (ICCIT 2008), Khulna, Bangladesh. pp. 436–441 (2008). DOI:
10.1109/ICCITECHN.2008.4803059
Authors: R. Rahman, A.A. Khan, T.K. Avi and M.R. Huq
Decision Engine for Data Adaptation Service in Advanced Collaborating Environment, In: Proceedings of the 10th International Conference on Advanced Communication Technology (ICCIT 2008), Gangwon-Do, South Korea. pp. 1817–1820 (2008). DOI:10.1109/ICACT.2008.4494137
Authors: M.R. Huq, K.T.U. Islam, Y.K. Lee, B.S. Jeong and S.Y. Lee
A Framework for Smart Object and Its Collaboration in Smart Environment , In: Proceedings of the 10th International Conference on Advanced Communication Technology (ICCIT 2008), Gangwon-Do,
South Korea. pp. 852–855 (2008). DOI: 10.1109/ICACT.2008.4493888
Authors: K.T.U. Islam, J. Sarkar, K. Hasan, M.R. Huq, A.V. Gavrilov, Y.K. Lee and S.Y. Lee
Towards Building File Sharing and Adaptation Service for Advanced Collaborating Environment, In: Proceedings of the 10th International Conference on Advanced Communication Technology (ICOIN 2008), Gangwon-Do, South Korea. pp. 1817–1820 (2008). DOI:
10.1109/ICOIN.2008.4472769
Authors: M.R. Huq, K.T.U. Islam, Y.K. Lee, B.S. Jeong and S.Y. Lee
Enhanced File Sharing Service among Registered Nodes in Advanced Collaborating Environment for Efficient User Collaboration, In Proceedings of the 2008 International Conference on Grid Computing & Applications (GCA 2008), Nevada, USA. pp. 235–241 (2008).
Authors: M.R. Huq, M.A. Mottalib, A.A. Khan, R. Rahman and T.K. Avi
Modeling an Ontology for Managing Contexts in Smart Meeting Space, In Proceedings of the 2007 International Conference on Semantic Web & Web Services (SWWS 2007), Nevada, USA. pp. 96–102 (2007).
Authors: M.R. Huq, N.T.T. Tuyen, Y.K. Lee, B.S. Jeong and S.Y. Lee
Ontology-based Information Management for Data and Task Migration in Collaborative Work, In Proceedings of the 27th KIPS Conference, Korean Information Processing Society, Korea.
(2007). Authors: M.R. Huq and Y.K. Lee
A Data Model for EPC Information Services, In Proceedings of the Design Engineering Workshop
(DEWS 2007), Tokyo, Japan. (2007).
Authors: N.T.T. Tuyen, Y.K. Lee, M.R. Huq, B.S. Jeong and S.Y. Lee
RRAL Communication 28. Protocol for RPCs in Distributed Computing System, In Proceedings of the 6th International Conference on Computer and Information Technology (ICCIT 2003), Jahangirnagar University, Savar, Bangladesh. (2003).
Authors: M.R. Huq and A. Razzaque

An Inference-based Framework for Managing Data Provenance, University of Twente (2013).
ISSN: 978-90-365-0178-1, DOI: 10.3990/1.9789036501781
Author: M.R. Huq

Dr. Mohammad Rezwanul Huq

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