Computer Science and Telecommunication Engineering

Computer Science and Telecommunication Engineering

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Professor

Md. Javed Hossain

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Computer Science and Telecommunication Engineering
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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
Digital Signal Processing Fuzzy Logics Wireless Communication Systems and Machine Learning.
Last updated on 2025-10-13 13:11:58
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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.

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Department

Computer Science and Telecommunication Engineering

Noakhali Science and Technology University