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  • A Novel Compound Feature Based Driver Identification 
    Khan, Md. Abbas Ali; Ali, Mohammad Hanif; Haque, AKM Fazlul; Islam, Md. Iktidar; Islam, Mohammad Monirul (Daffodil International University, 2022-01-20)
    Abstract: In today's world, it is time to identify the driver through technology. At present, it is possible to find out the driving style of the drivers from every car through controller area network (CAN-BUS) sensor data ...
  • A Novel Data and Model Centric Artificial Intelligence Based Approach in Developing High-Performance Named Entity Recognition for Bengali Language 
    Lima, Khadija Akter; Hasib, Khan Md; Azam, Sami; Karim, Asif; Montaha, Sidratul; Noori, Sheak Rashed Haider; Jonkman, Mirjam (PLOS ONE, 2023-09-22)
    Named Entity Recognition (NER) plays a significant role in enhancing the performance of all types of domain specific applications in Natural Language Processing (NLP). According to the type of application, the goal of NER ...
  • A Novel Front Door Security (FDS) Algorithm Using GoogleNet-BiLSTM Hybridization 
    Paula, Luiz Paulo Oliveira; Faruqui, Nuruzzaman; Mahmud, Imran; Whaiduzzaman, Md.; Hawkinson, Eric Charles; Trivedi, Sandeep (IEEE, 2023-02-23)
    Security has always been a significant concern since the dawn of human civilization. That is why we build houses to keep ourselves and our belongings safe. And we do not hesitate to spend a lot on front-door locks and ...
  • A Novel Hexahedron Photonic Crystal Fiber in Terahertz Propagation 
    Paul, Bikash Kumar; Haque, Md. Ashraful; Ahmed, Kawsar; Sen, Shuvo (Scopus, 2020)
    A novel hexahedron fiber has been proposed for biomedical imaging applications and efficient guiding of terahertz radiation. A finite element method (FEM) has been applied to investigate the guiding properties rigorously. ...
  • A Novel Hybrid Approach for Classifying Osteosarcoma Using Deep Feature Extraction and Multilayer Perceptron 
    Aziz, Md. Tarek; Mahmud, S. M. Hasan; Elahe, Md. Fazla; Jahan, Hosney; Rahman, Md Habibur; Nandi, Dip; Smirani, Lassaad K.; Ahmed, Kawsar; Bui, Francis M.; Moni, Mohammad Ali (MDPI, 2023-06-18)
    Osteosarcoma is the most common type of bone cancer that tends to occur in teenagers and young adults. Due to crowded context, inter-class similarity, inter-class variation, and noise in H&E-stained (hematoxylin and eosin ...
  • A Novel Hybrid Evolutionary Mating Algorithm for Covid19 Confirmed Cases Prediction based on Vaccination 
    Ahmed, Marzia; Mohamad, Ahmad Johari; Rahman, Mostafijur; Sulaiman, Mohd Herwan; Kashem, Mohammod Abul (IEEE, 2023-05-01)
    Microorganisms may cause illness when they enter the body, multiply, and spread to other parts. The rapid spread of COVID-19 to neighboring countries is examined in this research. Anticipating a positive COVID-19 occurrence ...
  • A Novel Idea of Malaria Identification Using Convolutional Neural Networks (CNN) 
    Islam, Chowdhury Sajadul; Sarwar, Md.; Mollah, Hossain (Scopus, 2020)
    The research introduces a novel method to the difficulty of automated malaria diagnosis. Here we concentrate mainly on the automated diagnosis of malaria from low - quality blood spread photographs taken by a smartphone ...
  • Novel Insights on the Role of Vcam-1 and Icam-1 Potential Biomarkers for Cardiovascular Diseases 
    Kaur, Rupinder; Singh, Varinder; Kumari, Pratima; Chopra, Hitesh; Emran, Talha Bin (Scopus, 22-12-12)
    Cell adhesion molecules (CAM) including the intracellular adhesion molecule 1 (ICAM-1) and vascular cell adhesion molecule 1 (VCAM-1) are from the immunoglobulin family which regulates leukocyte adherence to endothelial ...
  • A Novel IoT Based Accident Detection and Rescue System 
    Karmokar, Pranto; Bairagi, Saikot; Mondal, Anuprova; Nur, Fernaz Narin; Moon, Nazmun Nessa; Karim, Asif; Yeo, Kheng Cher (IEEE, 2020-08)
    In South-East Asian cities such as Delhi, Dhaka road accidents are a very common occurrence which brings disaster to human lives as well as infrastructures. Sometimes people cannot reach hospitals prompt after an accident ...
  • A Novel Lightweight Lung Cancer Classifier through Hybridization of DNN and Comparative Feature Optimizer 
    Trivedi, Sandeep; Patel, Nikhil; Faruqui, Nuruzzaman (IEEE, 2023-05-25)
    The likelihood of successful early cancer nodule detection rises from 68% to 82% when a second radiologist aids in diagnosing lung cancer. Lung cancer nodules can be accurately classified by automatic diagnosis methods ...
  • A Novel Method of Coherency Identification for Multi-Machine Power System 
    Rahman, Shaikh Rashedur (Scopus, 2020)
    This paper is predicated on a unique coherency identification technique, which is evident and decisive. This coherency testimony technique has the capability to spot the coherent teams accurately, that the essence of the ...
  • A Novel Method to Predict Water Quality Resilience Using Deep Reinforcement Learning In Saõ Paulo, Brazil 
    Hasan, Md Mahmudul; Mohsin, Ali; Imani, Maryam; Bittencourt, Luiz Fernando (Scopus, 2020)
    In this paper, a unique method for predicting water quality resilience has been demonstrated using deep reinforcement learning. We showed a step by step procedure to formalise a multi-objective Markov decision process ...
  • A Novel Sedentary Workforce Scheduling Optimization Algorithm using 2nd Order Polynomial Kernel 
    Patel, Nikhil; Trivedi, Sandeep; Faruqui, Nuruzzaman (IEEE, 2023-04-05)
    No two humans are identical. There are variations in their capability, thinking process, and personality. That is why human society is diverse. This diversity is visible everywhere, including in office environments. The ...
  • A Novel Simulator of Multijunction Solar Cells-MSCS-1D 
    Kowsar, Abu; Sakib, Syed Nazmus; Billah, Masum; Dey, Sujoy; Babi, Khaledun Nahar; Bahar, Ali Newaz; Farhad, Syed Farid Uddin (International Journal of Renewable Energy Research, 2020)
    In this work, a novel simulation tool named one-dimensional multijunction solar cell simulator (MSCS-1D) has been reported. This tool provides an easy platform to verify whether the intended work on a multijunction solar ...
  • Novel Spider Web Photonic Crystal Fiber for Robust Mode Transmission Applications with Supporting Orbital Angular Momentum Transmission Property 
    Kabir, Md. Anowar; Hassan, Md. Mehedi; Ahmed, Kawsar; Rajan, M. S. Mani; Aly, Arafa H.; Hossain, Md. Nadim; Paul, Bikash Kumar; Hassan, Md. Mehedi (Optical and Quantum Electronics, Springer, 2020-06-25)
    In this article, a novel spider web shaped circular photonic crystal fiber (PCF) is proposed and analyzed. It can support more orbital angular momentum (OAM) modes up to 26. This PCF also operates at 1000 nm bandwidth ...
  • A novel star shape photonic crystal fiber for low loss terahertz pulse propagation 
    Ahmed, Fahad; Roy, Subrata; Ahmed, Kawsar; Paul, Bikash Kumar; Bahar, Ali Newaz (2018-11-26)
    An extremely low loss circle-based star shape photonic crystal fiber (CS-PCF) has been proposed for terahertz (THz) spectrum. A dielectric material TOPAS has been used for constructing the proposed model. Some important ...
  • A Novel Star Shape Photonic Crystal Fiber for Low Loss Terahertz Pulse Propagation 
    Ahmed, Fahad; Roy, Subrata; Ahmed, Kawsar; Paul, Bikash Kumar; Bahar, Ali Newaz (Scopus, 2020)
    An extremely low loss circle-based star shape photonic crystal fiber (CS-PCF) has been proposed for terahertz (THz) spectrum. A dielectric material TOPAS has been used for constructing the proposed model. Some important ...
  • NStackSenti 
    Sohan, Md Fahimuzzman; Rahman, Sheikh Shah Mohammad Motiur; Munna, Md Tahsir Ahmed; Allayear, Shaikh Muhammad; Rahman, Md. Habibur; Rahman, Md. Mushfiqur (Communications in Computer and Information Science, Springer, 2019-11-24)
    Sentiment Detection plays a vital role worldwide to measure the acceptance level of any products, movies or facts in the market. Text vectorization (converting text from human readable to machine readable format) and machine ...
  • A Numerical Analogy of Improving Efficiency for the PVT System in Bangladesh 
    Zohora, F. T.; Nasrin, R. (Daffodil International University, 2022-08-02)
    Mathematical modeling of a three-dimensional PVT system is considered and solved using the FEM. Numerical simulation is applied to explore the influence of solar irradiance on the thermal energy, electrical power, and total ...
  • Numerical Analysis of a Highly Nonlinear Microstructured Optical Fiber with Air-holes Arranged in Spirals 
    Paul, Bikash Kumar; Ahmed, Kawsar; Rahman, S.A.M. Matiur; Shanthi, M.; Vigneswaran, D.; Zakaria, R. (Optical Fiber Technology, Elsevier, 2019)
    A spiral shape photonic crystal fiber (S-PCF) deposition with silicon nanocrystal has been designed for nonlinear applications. Full vector finite element method (FV-FEM) based commercially available software COMSOL ...

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