DIU Faculty Publication: Recent submissions

  • NIPSA Intrusion Classification 
    Ali, Mohammed Nadir Bin (Journal of Engineering Science and Technology, 2021)
    With the extensive growth of the Internet, network security has become more important. The growing proportion of network intrusions has impacted network security more than ever. The number of network attacks is significantly ...
  • An Evolutionary Approach to Comparative Analysis of Detecting Bangla Abusive Text 
    Islam, Tanvirul; Ahmed, Nadim; Latif, Subhenur (Bulletin of Electrical Engineering and Informatics, 2021)
    The use of Bangla abusive texts has been accelerated with the progressive use of social media. Through this platform, one can spread the hatred or negativity in a viral form. Plenty of research has been done on detecting ...
  • Exports and Inequality 
    Bhuyan, Md. Iqbal; Oh, Keun-Yeob (Journal of South Asian Development, 2021)
    In this study, we investigate the effects of textile and garment (T&G) exports on income inequality in Bangladesh. Focusing on T&G exports alone, which contribute more than 90% of the country’s total exports, we hypothesize ...
  • A Review on Plasmonic and Metamaterial Based Biosensing Platforms for Virus Detection 
    Hassan, Mohammad Muntasir; Sium, Farhan Sadik; Islam, Fariba; Choudhury, Sajid Muhaimin (Sensing and Bio-Sensing Research, Elsevier, 2021-08)
    Due to changes in our climate and constant loss of habitat for animals, new pathogens for humans are constantly erupting. SARS-CoV-2 virus, become so infectious and deadly that they put new challenge to the whole technological ...
  • Innovation of Structuring the Criminal Policy as Independent Section of the New Conception of Legal Policy of the Republic of Kazakhstan 
    Akimzhanov, Talgat; Rakhimova, Gakku; Kuanaliyeva, Guldana; Abrakhmanov, Boris; Shamova, Araylym; Zayed, Nurul Mohammad (Scopus, 2021)
    The article considers the innovative approaches of criminal policy of the new Concept of legal policy of the Republic of Kazakhstan. The author provides an analysis of modern legal consciousness and law enforcement from ...
  • Economic and Official Criminals in the Places of Deprivation of Liberty 
    Seliverstov, Vyacheslav; Alimbetova, Alida; Galym, Azhar (Scopus, 2021)
    This article is devoted to the scientific project developed in Russia on serving criminal sentences in the form of deprivation of liberty of convicted persons for the commission of economic crimes in the sphere of ...
  • Software-Defined Networking with Multiple Routing Utilizing DFS to Improving QoS 
    Shamrat, F. M. Javed Mehedi; Ghosh, Pronab; Sultan, Md. Dipu; Majumder, Anup; Mahmud, Imran (Scopus, 2021)
    Massive advancement of network traffic has been observed lately since the significant usage of online application and cloud administration. Thus, various routing issues need to be managed without increasing the latency to ...
  • Musical Instrument Classification Based on Machine Learning Algorithm 
    Anuz, Hasanuzzaman; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Hossain, Syed Akhter (Scopus, 2021)
    Musical instrument classification from an audio file is a very interesting and important topic in machine learning. In this paper, we represent a method to classify a musical instrument from a single audio file of a specific ...
  • Role of Pyroptosis in Diabetic Retinopathy and Its Therapeutic Implications 
    Al Mamun, Abdullah; Mimi, Anjuman Ara; Zaeem, Muhammad; Wu, Yanqing; Monalisa, Ilma; Akter, Afroza; Munir, Fahad; Xiao, Jian (European Journal of Pharmacology, Elsevier, 2021-08-05)
    Pyro ptosis has recently been established as a term of programmed-inflammatory cell death. Pyro ptosis is mainly divided into two molecular signaling pathways, including caspase-1-dependent canonical and caspase-4/5/11-dependent ...
  • Stock Market Analysis Using Linear Regression and Decision Tree Regression 
    Karim, Rezaul; Alam, Md Khorshed; Hossain, Md Rezaul (2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), IEEE, 2021-08-23)
    In business, the Stock market or Share market is a more perplexing and sophisticated way to do business. Every business owner wants to reduce the risk and make an immense profit using an effective way. The bank sector, ...
  • IOT Based Temperature Control System of Home by Using an Android Device 
    Foysal, Musfiqur Rahman; Hossain, Refath Ara; Islam, Mohammad Monirul; Sharmin, Shayla; Moon, Nazmun Nessa (2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), IEEE, 2021-08-23)
    This IOT-based architecture research project is created for people who are familiar with emerging smart technologies. This project is primarily based on controlling the voltage of AC-supported equipment and developing an ...
  • Mobile Device and Social Media Forensic Analysis 
    Saha, Debanjana; Karmakar, Sajal; Nur, Fernaz Narin; Mariam, Asma; Moon, Nazmun Nessa; Ahmed, Akash (2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), IEEE, 2021-08-23)
    This research work has focused on a digital forensic analysis of social media through mobile devices to determine the primary criminal. This proposed system considered the mobile device used by the prime suspect as the ...
  • Early Recognition of Betel Leaf Disease Using Deep Learning with Depth-wise Separable Convolutions 
    Hridoy, Rashidul Hasan; Habib, Tarek; Jabiullah, Ismail; Rahman, Riazur; Ahmed, Farruk (2021 IEEE Region 10 Symposium (TENSYMP), IEEE, 2021-10-04)
    Leaf rot and foot rot are the common diseases of betel leaf, cause grievous economic losses to farmers. These diseases should be recognized accurately in the early stage to prevent the expansion of diseases to ensure the ...
  • Real-time YOLO-based Heterogeneous Front Vehicles Detection 
    Junayed, Masum Shah; Islam, Md Baharul; Sadeghzadeh, Arezoo; Aydin, Tarkan (2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), IEEE, 2021-09-30)
    The perception of the complex road environment is a critical factor in autonomous driving, which has become the research focus in intelligent vehicles. In this paper, a real-time front vehicle detection system is proposed ...
  • English to Bengali Neural Machine Translation Using Global Attention Mechanism 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Bhattacharya, Abhishek; Dutta, Soumi; Hossain, Syed Akhter (Scopus, 2021)
    Neural Machine Translation (NMT), increased the accuracy of machine translation and recently become more popular in machine translation research community. An attention mechanism has been added with NMT and the result of ...
  • Implementation of an Intelligent Online Job Portal Using Machine Learning Algorithms 
    Tasnim, Zarrin; Shamrat, F. M. Javed Mehedi; Allayear, Shaikh Muhammad; Ahmed, Khobayeb; Nobel, Naimul Islam (Scopus, 2021)
    Business intelligence and analytics are data management solutions implemented in companies and enterprises to collect historical and present data, while using statistics and software to analyze raw information, and deliver ...
  • MatriVasha 
    Ferdous, Jannatul; Karmaker, Suvrajit; Rabby, A. K. M. Shahariar Azad; Hossain, Syed Akhter (Scopus, 2021)
    Bengali or Bangla language is native to Bengal. Bengali speaks their mother tongue, which they feel comfortable. In 1952, UNESCO announced that 21st February is the international mother language day. People remember this ...
  • Internet of Things (IoT) based ECG System for Rural Health Care 
    Rahman, Md. Obaidur; Kashem, Mohammod Abul; Nayan, Al-Akhir; Akter, Most. Fahmida; Rabbi, Fazly; Ahmed, Marzia; Asaduzzaman, Mohammad (Scopus, 2021)
    Nearly 30% of the people in the rural areas of Bangladesh are below the poverty level. Moreover, due to the unavailability of modernized healthcare-related technology, nursing and diagnosis facilities are limited for rural ...
  • A Bioinformatics Approach for Identification of the Core Ontologies and Signature Genes of Pulmonary Disease and Associated Disease 
    Rehana, Hasin; Ahmed, Md Raihan; Chakma, Rana; Asaduzzaman, Sayed; Raihan, M. (Gene Reports, Elsevier, 2021)
    Background and objective Chronic Obstructive Pulmonary Disease (COPD), Diabetes mellitus (DM), Cirrhosis (CR), Ischemic Heart Disease (IHD), Ischemic Stroke (IS), Tuberculosis (TB), Obesity (OB) diseases are related to ...
  • Bioinformatics and System Biology Approach to Identify the Influences of Sars-cov-2 Infections to Idiopathic Pulmonary Fibrosis and Chronic Obstructive Pulmonary Disease Patients 
    Mahmud, S M Hasan; Al-Mustanjid, Md; Akter, Farzana; Rahman, Md Shazzadur; Ahmed, Kawsar; Rahman, Md Habibur; Chen, Wenyu; Moni, Mohammad Ali (Briefings in bioinformatics, 2021)
    The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), better known as COVID-19, has become a current threat to humanity. The second wave of the SARS-CoV-2 virus has hit many countries, and the confirmed COVID-19 ...

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