EXTERNAL PROFILES
Professor
Md. Javed Hossain
N/A
Computer Science and Telecommunication Engineering
BIOGRAPHY
Md. Javed Hossain received B.Sc. (Honors) and M.Sc. degrees in 1988 and 1990 respectively from the Department of Applied Physics and Electronics, the University of Dhaka, Bangladesh. He completed one year as a research student of Intelligent Information Control & Systems (IICS) Lab under the Department of Electrical, Electronics & Information Engineering Wonkwang University, South Korea, during the whole year of 2005. He served as a teacher on Computer Science courses under Atish Dipankar University of Science and Technology and National University for 7 years. He joined as a Lecturer of the Department of Computer Science and Telecommunication Engineering of Noakhali Science and Technology University on 18th June 2006. He has been serving as a Professor of the same department since 19th March 2023. His research interests include Digital Signal Processing, Fuzzy Logics, Wireless Communication Systems and Machine Learning.
RESEARCH INTERESTS
Last updated on 2025-10-13 13:11:58
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AWARDS AND ACHIEVEMENTS
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2023
Journal
An exploratory analysis of feature selection for malware detection with simple machine learning algorithms
Authors: Rahman, Md Ashikur and Islam, Syful and Nugroho, Yusuf Sulistyo and Al Irsyadi, Fatah Yasin and Hossain, Md Javed
Journal: Journal of Communications Software and Systems
DOI: https://doi.org/10.24138/jcomss-2023-0091
2022
Journal
Dataset of network simulator related-question posts in stack overflow
Authors: Nugroho, Yusuf Sulistyo and Islam, Syful and Gunawan, Dedi and Kurniawan, Yogiek Indra and Hossain, Md Javed
Journal: Data in Brief
DOI: https://doi.org/10.1016/j.dib.2022.107942
2022
Journal
Feature ranking and network analysis of global financial indices
Authors: Rakib, Mahmudul Islam and Hossain, Md Javed and Nobi, Ashadun
Journal: Plos one
DOI: https://doi.org/10.1371/journal.pone.0269483
2021
Journal
Machine learning model to analyze telemonitoring dyphosia factors of Parkinson’s disease
Authors: Fahim, Mohimenol Islam and Islam, Syful and Noor, Sumaiya Tun and Hossain, Md Javed and Setu, Md Shahriar
Journal: International Journal of Advanced Computer Science and Applications
DOI: 10.14569/IJACSA.2021.0120890
2021
Journal
Sarcasm Detection in Tweets: A Feature-based Approach using Supervised Machine Learning Models
Authors: Rahaman, Arifur and Kuri, Ratnadip and Islam, Syful and Hossain, Md Javed and Kabir, Mohammed Humayun
Journal: International Journal of Advanced Computer Science and Applications
DOI: 10.14569/IJACSA.2021.0120651
2021
Journal
What network simulator questions do users ask? a large-scale study of stack overflow posts
Authors: Islam, Syful and Nugroho, Yusuf Sulistyo and Hossain, M Javed
Journal: Indonesian Journal of Electrical Engineering and Computer Science
DOI: 10.11591/ijeecs.v21i3.pp1622-1633
2020
Journal
Building a secure model of e-Medication management system for optimum pharmaceuticals safety
Authors: Syful Islam, Ratnadip Kuri, Md. Javed Hossain, Dr. Humayun Kabir
Journal: International Journal of Computer Science and Information Security
DOI: ISSN: 1947- 5500
2019
Journal
IMPACTS OF VARIATIONS IN CHANNEL LENGTH, WIDTH AND GATE WORK FUNCTION OF GAN FINFET AND SI-FINFETON ESSENTIAL ELECTRICAL PARAMETERS
Authors: HOSSAIN, MD JAVED and SHUBROCHAKROBORTY, ANINDYA and AL MAMUN, SM MOSTAFA
Journal: International Journal of Electrical and Electronics Engineering Research (IJEEER)
DOI: ISSN (P): 2250-155X; ISSN (E) :2278-943X
2019
Journal
Network Structure of Financial Market of S&P500 around Financial Crises
Authors: Sree Narayan Chakraborty, Md. Javed Hossain, Ashadun Nobi, Mohammed Nizam Uddin
Journal: Iconic Research and Engineering (IRE) Journals
DOI: ISSN: 2456-8880
2019
Journal
PERFORMANCE COMPARISON OF ELECTRICAL PARAMETERS BETWEEN GANFINFET AND SI-FINFET NANO DEVICES
Authors: CHAKROBORTY, ANINDYA SHUBRO and HOSSAIN, JAVED
Journal: International Journal of Semiconductor Science & Technology (IJSST)
DOI: ISSN (P): 2250-1576; ISSN (E) :2278-9405
2019
Journal
Random Forest Classifier Based Approach for Next Generation Sequencing Gene Data Classification
Authors: Pathan, AQM Sala Uddin and Riaz, Md Hasnat and Kabir, Mohammad Humayun and Hossain, Md Javed
Journal: International Journal of Scientific Engineering Research
DOI: ISSN: 2229-5518
2018
Journal
Performance evaluation of multi-cloud compared to the single-cloud under varying firewall conditions
Authors: Yeasmin, Mahbuba and Akter, Nahida and Kabir, Mohammed Humayun and Hossain, Javed
Journal: Cogent Engineering
DOI: https://doi.org/10.1080/23311916.2018.1471974
2018
Journal
Exploring Congestion Control Mechanism of TCP Vari-ants over Wired & Wireless Networks
Authors: Islam, Syful and Kuri, Ratnadip and Kabir, Md Humayun and Hossain, Md Javed
Journal: International Journal of Scientific \& Engineering Research
DOI: ISSN: 2229-5518
2017
Journal
A comparative study of sub-10nm Si, Ge and GaAs n-channel FinFET
Authors: 16. Shafiqul Islam, Sharif Uddin, Hasan Ali, Javed Hossain, Zahid Hasan Mahmood
Journal: International Journal of Semiconductor Science & Technology (IJSST)
DOI: ISSN (P): 2250- 1576, ISSN (E): 2278-9405
2015
Journal
Cloud computing technology in Bangladesh: a framework of social & economic development
Authors: Islam, Syful and Kabir, MH and Hossain, Md Javed and Chakraborty, Abhijit and Majadi, Nazia
Journal: European Scientific Journal
DOI: ISSN: 1857-7881(Print), e-ISSN: 1857- 7431
2015
Journal
Designing High Bandwidth Connected EH and E-Shaped Microstrip Patch Antennas for S-band Communication
Authors: Uddin, Muhammad Afsar and Hossain, Md Javed and Kabir, Mohammed Humayan and Khan, Md Ashikur Rahman
Journal: International Journal of Computer Science and Information Security
DOI: ISSN: 1947-5500
2015
Journal
A detail overview of cloud computing with its opportunities and obstacles in developing countries
Authors: 19. Mohammed Humayun Kabir, Syful Islam, Md. Javed Hossain, Sazzad Hossain
Journal: International Journal of Engineering and Science Invention
DOI: ISSN (Online): 2319-6734
2015
Journal
Analysing the Effects of Transmission Range of Base Station on Mobile WiMAX Network Transport Layer Protocols
Authors: Zayed-Us-Salehin, Md. Javed Hossain, Mohammed Humayun Kabir, Md. Bellal Hossain
Journal: International Journal of Advanced Research in Computer and Communication Engineering
DOI: ISSN (Online): 2278-1021, ISSN (Print): 2319-5940
2014
Journal
An Anchorless Cooperative Localization System for Wireless Ad-Hoc Networks
Authors: Iftekhar Mahmud Towhid, Md. Javed Hossain, Mohammed Humayun Kabir
Journal: International Journal of Electronics Communication and Computer Engineering
DOI: ISSN (Online): 2249-071X, ISSN (Print): 2278-4209
2014
Journal
Detail comparison of network simulators
Authors: Kabir, Mohammed Humayun and Islam, Syful and Hossain, Md Javed and Hossain, Sazzad
Journal: International Journal of Scientific & Engineering Research
DOI: ISSN: 2229-5518
2014
Journal
Symbol Generation and Enhanced Capacity in LTE-A Network using MIMO-OFDM
Authors: Hasan, Md Faizan and Hossain, Md Javed and Kabir, Mohammed Humayun and Uddin, Mohammed Nizam
Journal: International Journal of Scientific & Engineering Research
DOI: ISSN: 2229-5518
2014
Journal
Implementation and Performance Analysis of Mobile Cloud Computing based on Java and Cloud Analyst
Authors: Wahab, Md Abdul and Hossain, Md Javed and Kabir, Mohammed Humayun
Journal: International Journal of Mobile & Adhoc Network
DOI: ISSN(Online): 2231-6825, ISSN (Print):2249-202X
2014
Journal
Virtualization of Campus LAN and analyzing traffic issues of these VLANs
Authors: Islam, Mohammad Serazul and Hossain, Md Javed and Kabir, Mohammed Humayun
Journal: International Journal of Scientific & Engineering Research
DOI: ISSN: 2229-5518
2012
Journal
Performance Comparison and Improvement of Broadcasting Protocols in Mobile Ad-Hoc Network
Authors: Md. Saifur Rahman, Md. Bellal Hossain, Md. Javed Hossain, Mrinal Kanti Baowaly
Journal: ARPN International Journal of Systems and Software
DOI: ISSN: 2222- 9833
2012
Journal
Accessibility analysis and evaluation of government-websites’ in developing countries: Case study Bangladesh
Authors: Baowaly, Mrinal Kanti and Hossain, M and Bhuiyan, Moniruzzaman
Journal: Computer Engineering and Intelligent Systems
DOI: ISSN: 2222- 1719 (Paper), ISSN: 2222-2863 (Online)
2011
Journal
PROTEIN STRUCTURE ALIGNMENT USING DYNAMIC PROGRAMMING
Authors: AKTER, NASRIN and HOSSAIN, MD JAVED and HOSSAIN, MOHAMMAD SALIM
Journal: International Journal of Pharmacy and Pharmaceutical Sciences
DOI: ISSN: 0975-1491
2011
Journal
Designing a high bandwidth Patch Antenna and comparison with the former Patch Antennas
Authors: Kazi Tofayel Ahmed, Md. Bellal Hossain, Md. Javed Hossain
Journal: Canadian Journal on Multimedia and Wireless Networks
DOI: ISSN: 1923-1697
2007
Journal
A Comprehensive Method to design Fuzzy Inference System using SAHN based Algorithm
Authors: Md. Javed Hossain, Mohammed Humayun Kabir, Shahed Anwer
Journal: Journal of Bangladesh Electronics Society (BES)
DOI: ISSN : 1816-1510
2022
Book Chapter
Book Name: Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2022, Volume 1
Chapter Title: A study of e-commerce platform issues shared by developers on stack overflow
Authors: Nugroho, Yusuf Sulistyo and Islam, Syful and Gunawan, Dedi and Kurniawan, Yogiek Indra and Hossain, Md Javed and Kabir, Mohammed Humayun
DOI: https://doi.org/10.1007/978-981-19-4193-1_28
2021
Book Chapter
Book Name: Innovations in Computer Science and Engineering: Proceedings of 8th ICICSE
Chapter Title: Dynamic trade flow of selected commodities using entropy technique
Authors: Milu, Sharmin Akter and Hossain, Javed and Nobi, Ashadun
DOI: https://doi.org/10.1007/978-981-33-4543-0_38
2016
Conference
Implementation and comparison of routing protocol RIVER with other VANET protocols
Authors: Riaz, Md Hasnat and Kabir, Mohammed Humayun and Shaon, Md Fahidul Islam and Hossain, Md Javed
DOI: https://doi.org/10.1109/CEEICT.2016.7873082
2005
Conference
A new approach of Fuzzy Inference System with the aid of SAHN based algorithm
Authors: Md. Javed Hossain, Kyung-Won Jang, Ho-Sung Park, Sung-Kwun Oh, Tae-Chon Ahn
DOI: KACC 2005
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Honors - 2018-19
Md Ashikur Rahman
Completed M.Sc.(Engg) Degree
Thesis Title: An Exploratory Analysis of Feature Selection for Malware Detection with Simple Machine Learning Algorithms
Overview: Computers have become increasingly vulnerable to malicious attacks with an increase in popularity and the proliferation of open system architectures. There are numerous malware detection technologies available to protect the computer operating system from such attacks. This type of malware detector targets programs based on patterns detected in the properties of computer applications. As the amount of analytical data increases, the computer defense system is adversely affected. The performance of the detection mechanism has been hindered due to the presence of numerous irrelevant characteristics. The goal of this study is to provide a feature selection approach that will help malware detection systems be more accurate by detecting pertinent and significant traits. Furthermore, by selecting the most important features, it is possible to maintain an acceptable level of accuracy in the detection of malware while significantly lowering the computational cost. The proposed method displays the most important features (MIFs) obtained from each machine learning method, including data cleaning and feature selection. Furthermore, the method applies six machine learning classification techniques to the selected feature set. Several classifiers were evaluated based on several characteristics for malware detection, including Support Vector Machines (SVM), Logistic Regression (LR), K-nearest neighbor (K-NN), Decision Tree (DT), Naive Bayes (NB), and Random Forest (RF). Our suggested model was tested on two malware datasets to determine its effectiveness. In terms of accuracy, precision, F1 scores, and recall, the experimental findings show that RF and DT classifiers beat other techniques.
- Institutional Email: javed@nstu.edu.bd
- Personal Email: javed.nstu@gmail.com
- Mobile number: 01718175139
- Emergency Contact: 01883009974
- PABX:0321-61444
- Website:N/A
Department
Computer Science and Telecommunication Engineering
Noakhali Science and Technology University