Professor
Dr. B M Mainul Hossain
Institute of Information Technology
Institutes
Research profiles & links
Social
| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Computer Science | University of Illinois at Chicago | United States | 2014 |
| Masters | Computer Science & Engineering | University of Dhaka | Bangladesh | 2003 |
| Bachelor | Computer Science & Engineering | University of Dhaka | Bangladesh | 2002 |
| H.S.C | Science | Notre Dame College | Bangladesh | 1998 |
| S.S.C | Science | Comilla Board | Bangladesh | 1996 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Software Engineer (Intern) | Microsoft Corporation | Redmond, WA, USA | May 2013 | Aug 2013 |
| Research (Intern) | Accenture Technology Lab | California, USA | May 2012 | Aug 2012 |
| Research (Intern) | Accenture Technology Lab | Chicago, USA | May 2011 | Aug 2011 |
| Software Engineer | Uniqa Software & Systems Ltd. | Dhaka, Bangladesh | Oct 2006 | Mar 2008 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Software Engineering & Security | Penetration Testing, Software Testing, Cyber Security, Code Analysis | |
| Machine Learning & Natural Language Processing | Data Analysis, Data Science, Bigdata, NLP on the Bengali Language |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | News impact on Stock Movements System (NISMS) | Dr. B M Mainul Hossain | Partho Protim Dey | Machine Learning, Information Retrieval | ||
| Masters | DEMPESTER-SHAFER BASED SMS SPAM CLASSIFICATION | Dr. B M Mainul Hossain | Lutfun Nahar Lota | Machine Learning, Natural Language Processing |
||
| Masters | SIMPELL: A Clustering Approach for Bangla Spell Checker Based on Phonetic and Structural Similarities | Dr. B M Mainul Hossain | Prianka Mandal | Natural Language Processing, Machine Learning |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| Language Processing | Bangla Text to Speech Conversion | University Grants Commission, Bangladesh | 28-03-2017 | 25-03-2018 | |
| Machine Learning | Bangla Spell Checker | ICT Division, Bangladesh Government | 01-01-2017 | ||
| Machine Learning | SMS Spam Classification | ICT Division, Bangladesh Government | 01-01-2017 |
Invited Talk
| SL | Invited Talk |
|---|---|
| 1 | "ICT usages for SME Development", Keynote Speaker, invited by Small and Medium Enterprises (SME) Foundation, Government Republic of Bangladesh, Jun 21, 2021 |
| 2 | ”Internet of Things (IoT)”, invited by the Startup Bangladesh-iDEA Project, ICT Division, Government Republic of Bangladesh, Jun 05, 2021. |
| 3 | "Blockchain Technology: Prospects and Challenges", invited by the Information and Communication Technology Division, Government Republic of Bangladesh, Jun 05, 2021 |
| 4 | “CYBERSECURITY: Secure Your Virtual Existence” invited by Rajshahi University Science Club (RUSC), July 12, 2021. |
| 5 | ”Frontier Technologies”, Keynote Speaker, invited by the Bangladesh Innovation Forum, Dec 09, 2020. |
| 6 | ”Bigdata Concepts”, invited by the National Academy for Planning and Development (NAPD), Government Republic of Bangladesh, Nov 30, 2020. |
| 7 | ”Robotic Process Automation”, invited by IEEE Robotics and Automation Society Student Branch Chapter DU, Sep 10, 2020. |
| 8 | ”Impact of IoT on our Lives”, invited by the Startup Bangladesh-iDEA Project, ICT Division, Government Republic of Bangladesh, July 01, 2020. |
| 9 | ”Understanding Blockchain Technology”, invited by the Startup Bangladesh-iDEA Project, ICT Division, Government Republic of Bangladesh, Jun 06, 2020. |
| 10 | ”User Awareness, Education and Preparedness of Malware Threats in Bangladesh.”, invited by IICT, BUET, as part of a joint research project of BUET-USM funded by Asi@connect, Feb 18, 2020. |
| 11 | “Ready for Future: Focusing Effective Digital Literacy for Digital Bangladesh”, Keynote Speaker, in BASIS SoftExpo 2020, organized by Bangladesh Association of Software and Information Services (BASIS), Feb 07, 2020. |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| No Collaboration & Membership is found | ||||
| Journal Article | |
|---|---|
| 1 |
Kishan Kumar Ganguly, Nadia Nahar and B M Mainul Hossain : A machine learning-based prediction and analysis of flood affected households: A case study of floods in Bangladesh,
International Journal of Disaster Risk Reduction (IJDRR), ISSN 2212-4209, DOI:10.1016/j.ijdrr.2018.12.002 (impact factor:2.568) , vol.34 , no.2019 , pp.283-294 , 2019
.
|
| 2 |
Khandaker Mamun Ahmed, Prianka Mandal and B M Mainul Hossain : Text to Speech Synthesis for Bangla Language,
International Journal of Information Engineering and Electronic Business , vol.11 , pp.1-9 , 2019
.
|
| 3 |
Md. Mostafijur Rahman, Shanto Rahman, Rayhanur Rahman, B. M. Mainul Hossain and Mohammad Shoyaib : DTCTH: a discriminative local pattern descriptor for image classification,
EURASIP Journal on Image and Video Processing (impact factor:1.534 (2-year Impact Factor), 2.190 (5-year Impact Factor)) , vol.2017 , no.1 , pp.30 , 2017
.
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| 4 |
Prianka Mandal and B M Mainul Hossain : A Systematic Literature Review on Spell Checkers for Bangla Language,
International Journal of Modern Education and Computer Science , vol.9 , no.2017 , pp.40-47 , 2017
.
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| 5 |
Lutfun Lota and B M Mainul Hossain : A Systematic Literature Review on SMS Spam Detection Techniques,
International Journal of Information Technology and Computer Science , vol.9 , no.2017 , pp.42-50 , 2017
.
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| 6 |
Md. Masudur Rahman, Rayhanur Rahman and B M Mainul Hossain : Recommendation of Move Method Refactoring to Optimize Modularization Using Conceptual Similarity,
International Journal of Information Technology and Computer Science , vol.9 , pp.34-42 , 2017
.
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| 7 |
Ishtiaque Hussain, Christoph Csallner, Mark Grechanik, Qing Xie, Sangmin Park, Kunal Taneja and B M Mainul Hossain : RUGRAT: Evaluating program analysis and testing tools and compilers with large generated random benchmark applications,
Software - Practice and Experience (impact factor:1.338) , vol.46 , no.2016 , pp.405-431 , 2016
.
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| 8 |
Abdus Satter and B M Mainul Hossain : Vulnerabilities Assessment of Emerging Webbased Services in Developing Countries,
International Journal of Information Engineering and Electronic Business , vol.8 , no.2016 , pp.1-8 , 2016
.
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| 9 |
Md. Masudur Rahman, Abdus Satter and B M Mainul Hossain : An Empirical Study on Stack Overflow Security Vulnerability in Well-known Open Source Software Systems,
International Journal of Computer Applications , vol.176 , 2020
.
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| 10 |
Partho Protim Dey, Nadia Nahar and B M Mainul Hossain : Forecasting Stock Market Trend Using Machine Learning Algorithms With Technical Indicators,
Forecasting Stock Market Trend Using Machine Learning Algorithms With Technical Indicators, International Journal of Information Technology and Computer Science , vol.12 (3) , 2020
.
|
| 11 |
Asadullah Hill Galib and B M Mainul Hossain : A Review on Hybrid Analysis using Machine Learning for Android Malware Detection,
A Review on Hybrid Analysis using Machine Learning for Android Malware Detection, the Dhaka University Journal of Applied Science and Engineering (DUJASE) , vol.5 , 2020
.
|
| Conference Proceedings | |
| 1 |
Asadullah Hill Galib and B M Mainul Hossain "Significant API Calls in Android Malware Detection."
The 32nd International Conference on Software Engineering & Knowledge Engineering (SEKE 2020)
Pittsburgh, USA: 2020
.
|
| 2 |
Mark Grechanik, Chi Wu Mao, Ankush Baisal, David Rosenblum and B M Mainul Hossain "Differencing Graphical User Interfaces."
IEEE International Conference on Software Quality, Reliability and Security (QRS)
, pp. 203-214. Lisbon, Portugal: 2018
.
|
| 3 |
Mark Grechanik and B M Mainul Hossain "Enhancing Performance And Reliability of Rule Management Platforms."
Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering
, pp. 187-198. Austin, Texas, USA: ACM, 2015
.
|
| 4 |
B M Mainul Hossain, mark Grechanik, Ugo Buy and Haisheng Wang "REDACT: Preventing Database Deadlocks from Application-based Transactions."
ESEC/FSE: Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
, pp. 591-594. Saint Petersburg, Russia: ACM, 2013
.
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| 5 |
Mark Grechanik, B M Mainul Hossain and Ugo Buy "Testing Database-Centric Applications for Causes of Database Deadlocks."
ICST: Sixth (IEEE) International Conference on Software Testing, Verification and Validation
Luxembourg City, Luxembourg: IEEE Computer Society, 2013
.
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| 6 |
Mark Grechanik, B M Mainul Hossain, Ugo Buy and Haisheng Wang "Preventing Database Deadlocks in Applications."
ESEC/FSE: Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
, pp. 356-366. Saint Petersburg, Russia: ACM, 2013
.
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| 7 |
Sangmin Park, B M Mainul Hossain, Ishtiaque Hussain, Christoph Csallner, Mark Grechanik, Kunal Taneja, Chen Fu and Qing Xie "CarFast: Achieving Higher Statement Coverage Faster."
ESEC/FSE: Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
, pp. 35:1-35:11. Cary, North Carolina, USA: ACM, 2012
.
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| 8 |
Ishtiaque Hussain, Christoph Csallner, Mark Grechanik, Chen Fu, Qing Xie, Sangmin Park, Kunal Taneja and B M Mainul Hossain "Evaluating Program Analysis and Testing Tools with the RUGRAT Random Benchmark Application Generator."
Proceedings of the Ninth International Workshop on Dynamic Analysis
, pp. 1-6. Minneapolis, MN, USA: ACM, 2012
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| International | Google Code Competition Finalist | 2012 | United States | One of the team members of the University of Illinois at Chicago team for Google Code Competition held on Jan 27, 2012 at Chicago and won the second best project prize. |
| International | US Cyber Challenge Finalist | 2011 | United States | Finalist of the USCC US Cyber challenge 2011 and attended the 2011 the US Cyber Challenge (USCC) Virginia Regional Cyber Security Boot Camp held in August 1st through the 5th. (http://www.uscyberchallenge.org/ ) |
| National | University of Dhaka Talent-pool Scholarship | 2005 | Bangladesh | Recipient of University of Dhaka Talent-pool scholarship and full tuition waiver for excellence in B.Sc. (Honors) in the Faculty of Science, University of Dhaka, Bangladesh. |
| National | Government Scholarship | 1998 | Bangladesh | Recipient of Government scholarship and full tuition waiver in the Department of Computer Science & Engineering, University of Dhaka, Bangladesh, for excellence in H.S.C examination, 1998, Dhaka Board. |
Name & designation
Dr. B M Mainul Hossain
Professor
Department
Institute of Information Technology Institutes
Email
mainul@iit.du.ac.bd
Phone
+880-19-11489984