Articles: Recent submissions

  • Modeling the Behavior in Choosing the Travel Mode for Long-Distance Travel Using Supervised Machine Learning Algorithms 
    Momin, Khondhaker Al; Barua, Saurav; Hamim, Omar Faruqe; Roy, Subrata (Daffodil International University, 2022-09-08)
    The long-distance travel (LDT) mode choice modeling is important for transportation planners. This study investigated alternative mode choice behavior for the LDT between the intercity buses and trains. A questionnaire ...
  • Performance Analysis of Linearly Arranged Concentric Circular Antenna Array with Low Sidelobe Level and Beamwidth Using Robust Tapering Technique 
    Rahaman, Imteaz; Haque, Md Ashraful; Singh, Narinderjit Singh Sawaran; Jafor, Md. Shakiul; Sarkar, Pallab Kumar; Rahman, Md Afzalur; Zakariya, Mohd Azman; Abro, Ghulam E. Mustafa; Sarker, Nayan (Daffodil International University, 2022-11-11)
    In this research, a novel antenna array named Linearly arranged Concentric Circular Antenna Array (LCCAA) is proposed, concerning lower beamwidth, lower sidelobe level, sharp ability to detect false signals, and impressive ...
  • The Impact of Internationalization To Improve and Ensure Quality Education 
    Shayery, A. J.; Zayed, N. M.; Islam, K. M. A.; Hossain, M. F.; Nitsenko, V. S.; Imran, M. A. (Daffodil International University, 2023-12-20)
    Purpose. Ensuring standard education through internationalization since it is a big concern in academic institutions all over the globe. The goal is to equip and introduce students and educators to the world’s innovations ...
  • Predictive Model Techniques with Energy Efficiency for IoT-Based Data Transmission in Wireless Sensor Networks 
    Bharathi, R.; Kannadhasan, S.; Padminidevi, B.; Maharajan, M. S.; Nagarajan, R.; Tonmoy, Mahtab Mashuq (Daffodil International University, 2022-12-20)
    Wireless sensor networks are limited by the vast majority of goods with limited resources. Power consumption, network longevity, throughput, routing, and network security are only a few of the research issues that have ...
  • Autonomous Path Planner Vehicle Using Raspberry PI 
    Akash, A.H.; Tahmiduzzaman, K.B.M; Zumma, Thoufiq; Halder, Dipankar (Daffodil International University, 2022-12-31)
    The Autonomous Vehicle (AV) is an intelligent cognitive engineering system that processes streams of observations from various onboard sources, such as cameras, ultrasonic sensors, GPS units, radars, LiDARs, and/or inertial ...
  • 3A comparative Study on Sentiment Analysis for Bengali Language Based on LSTM in F-Commerce 
    Rudro, Mahafozur Rahman; Wahid, Md Faysal; Islam, Md Ariful; Ria, Nushrat Jahan (Daffodil International University, 2023-08-03)
    LSTMs are a type of RNN cell that regulates incoming and outgoing information using text-processing-specific gates. Online retailers, as we all know, have been extremely popular in recent years. Many social media sites, ...
  • Machine Learning Prediction of Consumer Travel Insurance Purchase Behavior 
    Rubi, Maksuda Akter; Bijoy, Md. Hasan Imam; Chowdhury, Shanjida; Islam, Khairul (Daffodil International University, 2023-04-09)
    Travel insurance covers the expenses and losses related to travelling which is helpful security for travelers domestically or abroad. The goal of the study is to see whether a consumer is interested in buying travel insurance ...
  • Bangla Handwritten 
    Jaman, Sadia; Sovon, Mehadi Hassan; Raihanuzzaman, Syed; Hasan, Md. Mehadi; Nabi, Nusrat; Ahamed, Md. Sazzadur (Daffodil International University, 2023-11-07)
    The difficulty of handwritten character identification varies by language, owing to differences in shapes, lines, numbers, and size of characters. There are several studies for the identification of handwritten characters ...
  • Enhancing Sentiment Analysis using Machine Learning Predictive Models to Analyze Social Media Reviews on Junk Food 
    Ajmain, Moshfiqur Rahman; Khatun, Mst. Farhana; Bandan, Sheikh Sadi; Rejuan, Arifur Rahman; Ria, Nushrat Jahan; Noori, Sheak Rashed Haider (Daffodil International University, 2023-12-20)
    In the last few years, the Use of social media has increased immensely. People share different types of opinions on social media like Facebook posts, comments, tweets etc. Sentiment analysis involves the process of ...
  • Detecting Fake News using Machine Learning 
    Ahmed, Alim Al Ayub; Aljarbouh, Ayman; Donepudi, Praveen Kumar; Choi, Myung Suh (Daffodil International University, 2023-12-20)
    Internet is one of the important inventions and a large number of persons are its users. These persons use this for different purposes. There are different social media platforms that are accessible to these users. Any ...
  • Sentiment Analysis of Bengali Textual Comments in Field of Sports Using Deep Learning Approach 
    Rabeya, Mosa; Tuly, Mumtahina Rahman; Mahmud, Md. Shihab; Sattar, Abdus (Daffodil International University, 2022-10-16)
    In recent days, people are expressing their emotions, feelings or opinions on various social platforms. In those opinions some are real and some are fake. There are a lot of discussions about sports. When their team wins ...
  • Deep Learning Based Sentiment Analysis from Bangla Text Using Glove Word Embedding along with Convolutional Neural Network 
    Mahmud, Md Ishtyaq; Abdelgawad, Ahmed; Yanambaka, Venkata P. (Daffodil International University, 2023-04-10)
    Unique key generation is essential for encryption purposes between Internet of Things (IoT) devices. To produce a unique key for this encryption, Physical Unclonable Functions (PUFs) might be employed. Also, the Random ...
  • People Thoughts Prediction Using Machine Learning on Online Shopping in Bangladesh During COVID-19 Pandemic 
    Akter, Sharmin; Islam, MD. Khairul; Hossain, MD. Nabir; Rahman, Mahfuzur; Boshra, Syeda Jannatul (Daffodil International University, 2023-04-28)
    E-commerce business has become a prominent entity of global retail as online transaction saves time and cost at the same time. COVID-19 pandemic and lockdown accelerated the growth of e-commerce. The new e-business companies ...
  • Tidal Power Plant Exploration 
    Noman, S. M.; Hasan, Mohammad Mahedy; Haque, Obaidul; Islam, Baki-Ul-; Salehin, Imrus; Moon, Nazmun Nessa (Daffodil International University, 2022-12-29)
    Tidal energy is an environmentally benign, practical, and cost-effective renewable energy source. The hydropower potential appropriate site for electrical power production accessible in Bangladesh's coastline region is ...
  • A Supervised Machine Learning Approach to Classify Perkinson's Disease 
    Aich, Satyabrata; Youn, Jinyoung; Chakraborty, Sabyasachi; Pradhan, Pyari Mohan; Park, Jin-han; Park, Seongho; Park, Jinse (Daffodil International University, 2020-06-20)
    Parkinson’s disease (PD) affects tens of millions of human beings global and is a lot of triumphing in people over the age of 50. Even these days, with so many technologies and improvements, early detection of this disease ...
  • A Comparative Study on Road Surface State Assessment Using Transfer Learning Approach 
    Rahman, Fahim Ur; Ahmed, Md. Tanvir; Amin, Md Risfat; Nabi, Nusrat; Ahamed, Mr. Md. Sazzadur (Daffodil International University, 2022-02-20)
    Automatic detection of road surface condition and classified data storage is proposed using a customized VGG16 model. One of the primary concerns affecting safety in transportation is road surface distress. The first sign ...
  • Sentiment Analysis of Bengali Facebook Data Using Classical and Deep Learning Approaches 
    Chakraborty, Partha; Nawar, Farah; Chowdhury, Humayra Afrin (Daffodil International University, 2022-02-17)
    Recently, sentiment analysis has been performed on various information on social media to derive market intelligence. As we know social media is filled with different content as a result audiences are interacting there ...
  • Survey-Based Machine Learning Approaches to Diagnosis of Hair Fall Disorder in Bangladeshi Community 
    Khatun, Mst. Farhana; Ajmain, Moshfiqur Rahman; Khushbu, Sharun Akter; Ria, Nushrat Jahan; Noori, Sheak Rashed Haider (Daffodil International University, 2022-12-29)
    Hair symbolizes the beauty of women and men. All of us are jealous of our hair. We lose hair at a young age due to some mistakes or irregularities. Lots of men and women all over the world are suffering from hair falling ...
  • Impact of Information and Communication Technology on the Secondary Schools’ Efficiency in Barisal Division of Bangladesh 
    Baten, MD. Azizul; Hossain, MD. Kamrul; – Al – Zab, Abdullah (Daffodil International University, 2022-12-08)
    This study assess the efficiency and identify the factors causing responsible for school inefficiency of Barisal division in Bangladesh using stochastic frontier analysis. Multiple regression analysis was used to investigate ...
  • 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 ...

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