DIU Faculty Publication: Recent submissions

  • Performance Assessment of Multiple Machine Learning Classifiers for Detecting the Phishing URLs 
    Rahman, Sheikh Shah Mohammad Motiur; Rafiq, Fatama Binta; Toma, Tapushe Rabaya; Hossain, Syeda Sumbul; Biplob, Khalid Been Badruzzaman (Scopus, 2020-01-09)
    In the field of information security, phishing URLs detection and prevention has recently become egregious. For detecting, phishing attacks several anti-phishing systems have already been proposed by researchers. The ...
  • Covid-19 
    Abdullha, Abir; Abujar, Sheikh (2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), IEEE, 2021-03-16)
    Most of the countries are now affected by COVID19, COVID-19 is now the name of the biggest problem in the world. Bangladesh is also affected by COVID-19. The whole country is facing this virus as the biggest problem. So ...
  • Memristor-CMOS Hybrid Implementation of Leaky Integrate and Fire Neuron Model 
    Zohora, Fatima Tuz; Debnath, Sutapa; Rashid, A.B.M. Harun-ur (2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), IEEE, 2019-04-04)
    Memristor is a nanoscale device which consumes low power and shows good compatibility with CMOS circuits. It has applications in memory circuits, logic circuits as well as in neuromorphic systems to imitate biological ...
  • Materials Effect in Sensing Performance Based on Surface Plasmon Resonance Using Photonic Crystal Fiber 
    Khalek, Md. Abdul; Chakma, Sujan; Ahmed, Kawsar; Paul, Bikash Kumar; Vigneswaran, Dhasarathan; Zakaria, Rozalina (Plasmonics, Springer, 2018-10-23)
    This article explores the effect of sensing performances with subject to change in different types of material and this study is carried out by the support of plasmon-coated photonic crystal fiber (PCF). Three different ...
  • Machine Vision Based Rice Disease Recognition by Deep Learning 
    Kamrul, Mahadi Hasan; Paul, Pritom; Rahman, Majidur (22nd International Conference on Computer and Information Technology, ICCIT 2019, IEEE, 2020-03-19)
    Bangladesh is a land of agriculture, where people consumes rice as the main meal for three times a day. Rice is undoubtedly the most cultivated crop in Bangladesh. Like every other crops, rice also gets affected by a lots ...
  • Machine Vision Based Local Fish Recognition 
    Sharmin, Israt; Islam, Nuzhat Farzana; Jahan, Israt; Joye, Tasnem Ahmed; Rahman, Md. Riazur; Habib, Md. Tarek (SN Applied Sciences, Springer, 2019-11-01)
    Bangladesh has its own abundance of water resources which helps to identify its customs that are related to freshwater fish. Due to environmental issues along with some other reasons, the amount of water resources of ...
  • Machine Learning Applied to Kidney Disease Prediction 
    Rabby, A.K.M. Shahariar Azad; Mamata, Rezwana; Laboni, Monira Akter; Ohidujjaman; Abujar, Sheikh (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019-12-30)
    Machine learning has earned a remarkable position in healthcare sector because of its capability to enhance the disease prediction in healthcare sector. Artificial intelligence and Machine learning techniques are being ...
  • Machine Learning Algorithm for Student's Performance Prediction 
    Hasan, H.M. Rafi; Rabby, AKM Shahariar Azad; Islam, Mohammad Touhidul; Hossain, Syed Akhter (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019-12-30)
    Student performance prediction is very important to understand a student progress rate. It is said that `Prevention is better than the cure'. In this Research, we are trying to find out student's current status and predict ...
  • Lyricist Identification Using Stylometric Features Utilizing BanglaMusicStylo Dataset 
    Marouf, Ahmed Al; Hossian, Rafayet (2019 International Conference on Bangla Speech and Language Processing, ICBSLP 2019, IEEE, 2020-05-13)
    This paper presents a profile-based approach utilizing supervised learning methods to identify the lyricist of Bangla songs written by two legendary poets & novelist Kazi Nazrul Islam and Rabindranath Tagore. The problem ...
  • Low Insertion Loss and High Extinction Ratio Analysis of a New Surface Plasmon Resonance Based Photonic Crystal Fiber Filter 
    Ahmed, Kawsar; Ferdous, Md.; Hossen, Md. Nazmul; Paul, Bikash Kumar; Amiri, I.S.; Yupapin, P. (Optik, Elsevier GmbH, 2019)
    A new photonic crystal fiber (PCF) filter based on surface plasmon resonance (SPR) is proposed for 1.2 μm–1.55 μm operating wavelength. Surface plasmon resonance just takes place in the x-polarization axis owing to ...
  • Looking Behind the Mask 
    Marouf, Ahmed Al; Ajwad, Rasif; Ashrafi, Adnan Ferdous (2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019, IEEE, 2019-04-04)
    With the facilities of social media platforms like Facebook, Twitter, Google+, YouTube etc. people are capable of expressing their views & news, sharing moments via photos, liking, commenting and sharing others posts. The ...
  • Performance Analysis of Machine Learning Approaches in Stroke Prediction 
    Emon, Minhaz Uddin; Keya, Maria Sultana; Meghla, Tamara Islam; Rahman, Md. Mahfujur; Al Mamun; M Shamim; Kaiser, M Shamim (Scopus, 2020-12-28)
    Most of strokes will occur due to an unexpected obstruction of courses by prompting both the brain and heart. Early awareness for different warning signs of stroke can minimize the stroke. This research work proposes an ...
  • Perception Towards the Newly Adopted VAT & SD Act 2012 in Bangladesh 
    Islam, Md. Rayhanul; Kabir, Shahana; Noor, Farhana; Kulsum, Umme; Rahman, Md. Mostafizur (2020)
    Purpose: The prime purpose of the study is to analyze the perceptions of tax practitioners and related experts towards the newly adopted VAT (Value Added Tax) and SD Act 2012 in Bangladesh. Specifically the study investigates ...
  • PMM 
    Chaki, Prosanta Kumar; Sazal, Md. Mozammel Hossain (Scopus, 2020)
    The Part-of-speech (POS) tagging is mandatory for almost all kinds of Natural Language Processing (NLP) tasks such as Grammar checking, Machine translation, summary writing, sentiment analysis, information retrievals, and ...
  • Ligand-based Virtual Screening, Consensus Molecular Docking, Multi-target Analysis and Comprehensive ADMET Profiling and MD Stimulation to Find Out Noteworthy Tyrosine Kinase Inhibitor with Better Efficacy and Accuracy 
    Rahman, Arifur; Naheed, Nazmul Hasan; Raka, Sabreena Chowdhury; Qais, Nazmul; Momen, A. Z. M. Ruhul (Oriental Pharmacy and Experimental Medicine, Springer, 2019-12-04)
    Inhibition of BCR–ABL tyrosine kinase plays a crucial role in the management of chronic myelogenous leukemia (CML). The suppression of CML is getting harder because of a distinct pattern of resistance. Developing new types ...
  • Issues in Lightweight Encryption Algorithm for mHealth 
    Ali, Tasnuva; Azni, A. H; Zakaria, Nur Hafiza (International Journal of Recent Technology and Engineering, Blue Eyes Intelligence Engineering & Sciences Publication, 2019-08)
    The mHealth is the eventual future of the subsequent time of portable nicely being that may regulate the winning worldview of hobby and permit to decorate access of affected person's' data with specialists and human ...
  • Abstractive Method of Text Summarization with Sequence to Sequence RNNs 
    Masum, Abu Kaisar Mohammad; Rabby, AKM Shahariar Azad; Talukder, Md. Ashraful Islam; Abujar, Sheikh; Hossain, Syed Akhter (Scopus, 2019-07-08)
    Text summarization is one of the famous problems in natural language processing and deep learning in recent years. Generally, text summarization contains a short note on a large text document. Our main purpose is to create ...
  • Perception of Event Management Company towards Green Event: Evidence from Bangladesh 
    Sultana, Sharmin; Parvez, Mahbub (Scopus, 2020)
    Event Management becomes well recognized ideas in recent days. The development of event management companies relieves people from the hassle to look after an event and allow enjoying. People prefer to give the responsibility ...
  • Ishara-Bochon 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Jessan, Nazmul A.; Rabby, AKM Shahariar Azad; Abujar, Sheikh; Hossain, Syed Akhter (Communications in Computer and Information Science, Springer, 2019-07-20)
    Ishara-Bochon, the first multipurpose comprehensive open access isolated digits dataset for Bangladeshi Sign Language (BdSL) is introduced in this article. Sign language digits is a major part of communication for deaf and ...
  • Is the Emerging Asian Stock Markets Really Predictable Based on the Operations and Information Management? 
    Bhowmik, Roni; Wang, Shouyang (International Journal of Supply Chain Management, ExcelingTech Publishers, 2019)
    This paper examines the weak-form of market efficiency for six emerging Asian markets by using daily, weekly and monthly indices data based on the information management. The returns are not normally distributed, because ...

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