DIU Faculty Publication: Recent submissions

  • 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 ...
  • Heart Disease Prediction Using Supervised Machine Learning Algorithms 
    Ali, Md Mamun; Paul, Bikash Kumar; Ahmed, Kawsar; M.Bui, Francis; Quinn, Julian M.W.; Moni, Mohammad Ali (Computers in Biology and Medicine, 2021)
    Machine learning and data mining-based approaches to prediction and detection of heart disease would be of great clinical utility, but are highly challenging to develop. In most countries there is a lack of cardiovascular ...
  • Fashion Recommendation Systems, Models and Methods 
    Chakraborty, Samit; Hoque, Md. Saiful; Jeem, Naimur Rahman; Biswas, Manik Chandra; Bardhan, Deepayan; Lobaton, Edgar (Informatics, 2021-07-26)
    In recent years, the textile and fashion industries have witnessed an enormous amount of growth in fast fashion. On e-commerce platforms, where numerous choices are available, an efficient recommendation system is required ...
  • A Hybrid Environment Control System Combining EMG and SSVEP Signal Based on Brain-computer Interface Technology 
    Rashid, Mamunur; Bari, Bifta Sama; Sulaiman, Norizam; Mustafa, Mahfuzah; Hasan, Md Jahid; Islam, Md Nahidul; Naziullah, Shekh (SN Applied Sciences, 2021-08-23)
    The patients who are impaired with neurodegenerative disorders cannot command their muscles through the neural pathways. These patients are given an alternative from their neural path through Brain-Computer Interface (BCI) ...
  • Recognition of Mango Leaf Disease Using Convolutional Neural Network Models 
    Rajbongshi, Aditya; Khan, Thaharim; Rahman, Md. Mahbubur; Pramanik, Anik; Siddiquee, Shah Md Tanvir; Chakraborty, Narayan Ranjan (Indonesian Journal of Electrical Engineering and Computer Science, 2021)
    The acknowledgment of plant diseases assumes an indispensable part in taking infectious prevention measures to improve the quality and amount of harvest yield. Mechanization of plant diseases is a lot advantageous as it ...
  • Solar PV Power Forecasting Using Traditional Methods and Machine Learning Techniques 
    Alam, Ahmed Manavi; Masood, Nahid-Al-; Razee, Iqbal Asif; Zunaed, Mohammad (Scopus, 2021)
    The stability of the power sector has become uncertain due to the unpredictable characteristics of renewable energy sources such as solar photovoltaic (PV) power generation. It endangers the balance of the power system ...
  • Perception towards the Online Classes 
    Islam, Md. Rayhanul; Suraiya, Sayma; Nargis, Nusrat; Rahman, Md. Mostafizur; Kabir, Shahana; Rahman, Siddiqur (Scopus, 2021)
    This study focuses on presenting the perception of tertiary level students in Bangladesh towards the online class during the COVID-19 pandemic with the expectation of contributing in improvement in term of quality and ...
  • Multifunctional Therapeutic Potential of Phytocomplexes and Natural Extracts for Antimicrobial Properties 
    Rahman, Md. Mominur; Rahaman, Md. Saidur; Islam, Md. Rezaul; Hossain, Md. Emon; Mithi, Faria Mannan; Ahmed, Muniruddin; Saldías, Marianela; Akkol, Esra Küpeli; Sobarzo-Sánchez, Eduardo (Antibiotics, 2021)
    Natural products have been known for their antimicrobial factors since time immemorial. Infectious diseases are a worldwide burden that have been deteriorating because of the improvement of species impervious to various ...
  • A Ripple Effect of Covid-19 Pandemic on Shortage of Medicinal Products and Its Impact on Patient Care 
    Dey, Biplab Kumar; Myrsing, Efficiency; Amin, Ruhul; Alam, Faruk; Rahman, Mizanur; Gogoi, Pal; Afroz, Tahmina (International Journal of Applied Pharmaceutics, 2021)
    Objective: Shortages of medicinal products are complex global problems. Drug shortages remain a significant public health issue. Global shortages of medical products have a potential effect on patient health and total ...
  • Modeling the Determinants of Firm Value of Conventional Banks 
    Mumu, Fahmida Imran (Asia-Pacific Social Science Review, 2021)
    This study systematically investigated the determinants of the firm value of conventional banks in Southeast Asian countries. The panel data technique used was based on the data extracted from 63 commercial banks over nine ...
  • Performance Investigation of the Lifetime of Solar Cell Using Surface Photo voltage (SPV) Method and Efficiency Measurement 
    Chowdhury, Nusrat; Hossain, Chowdhury Akram; Longo, Michela; Yaï, Wahiba (International Journal of Renewable Energy Research, 2021)
    In this paper the optical characterisation of mono crystalline fabricated solar cells has been investigated focusing on the minority carrier flow using surface photo voltage (SPV) technique and the efficiency of the solar ...
  • A Review of Primary Technologies of Thin-film Solar Cells 
    Efaz, Erteza Tawsif; Rhaman, Md Meganur; Imam, Safayat Al; Bashar, Khandaker Lubaba; Kabir, Fahmid; Mourtaza, MD Ehasan; Sakib, Syed Nazmus; Mozahid, F. A. (Engineering Research Express, 2021)
    Thin-film solar cells are preferable for their cost-effective nature, least use of material, and an optimistic trend in the rise of efficiency. This paper presents a holistic review regarding 3 major types of thin-film ...
  • A Case of Acute Encephalopathy and Non-st Segment Elevation Myocardial Infarction Following Mrna-1273 Vaccination 
    Barsha, Sabrina Yesmin; Haque, Miah Md Akiful; Rashid, Md Utba; Rahman, Mohammad Lutfor; Hossain, Mohammad Ali; Zaman, Sanjana; Bhuiyan, Elias; Sultana, Rahima; Hossian, Mosharop; Nabi, Mohammad Hayatun; Hawlader, Mohammad Delwer Hossain (Clinical and Experimental Vaccine Research, 2021-09-30)
    A 77-year-old man with a past medical history of type 2 diabetes mellitus, peripheral neuropathy, and chronic obstructive pulmonary disease was admitted to the intensive care unit of Bangladesh Medical College Hospital ...

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