DIU Faculty Publication: Recent submissions

  • Bengali Question Answering System Using Seq2Seq Learning Based on General Knowledge Dataset 
    Keya, Mumenunnessa; Masum, Abu Kaisar Mohammad; Majumdar, Bhaskar; Hossain, Syed Akhter; Abujar, Sheikh (IEEE, 2020-07)
    Context-based QA system is a leading research area in NLP. An automatic QA system that can respond to the answer, and which is related to the given context. A deep learning-based model provides a more factual result for ...
  • Betel Nut Addiction Detection Using Machine Learning 
    Khatun, Johura; Azad, Tamanna; Seaum, Samin Yeasar; Jabiullah, Md. Ismail; Habib, Md. Tarek (IEEE, 2020-11)
    Betel nut addiction has become a psychoactive addiction to hundreds and millions of people around the world. Among the four common hallucinatory addictions in the world, betel nut addiction is one of them after tobacco, ...
  • Incorporating Supervised Learning Algorithms with NLP Techniques to Classify Bengali Language Forms 
    Nahar, Sabrin; Hasan, K. B. M. Rajibul; Chowdhury, Tamanna Sharmin; Khan, Sunjida; Zayed, Nurul Mohammad (Academy of Strategic Management Journal, 2020)
    Internet use is very essential for the students because it serves the students as a teacher. Internet provides fast knowledge and information about the subject to the students. However, the attitude of students is not same ...
  • CNN based Disease Detection Approach on Potato Leaves 
    Asif, Md. Khalid Rayhan; Rahman, Md. Asfaqur; Hena, Most. Hasna (IEEE, 2020-12)
    Potatoes are a well-known vegetable to all of us. If the other countries are taken into consideration, it can be easily concluded that potatoes are the number one vegetable all over the world, which has been increasingly ...
  • Aspect Based Sentiment Analysis in Bangla Dataset Based on Aspect Term Extraction 
    Haque, Sabrina; Rahman, Tasnim; Shakir, Asif Khan; Arman, Md. Shohel; Biplob, Khalid Been Badruzzaman; Himu, Farhan Anan; Das, Dipta; Islam, Md Shariful (Springer, 2020-07-30)
    Recent years have seen rapid growth of research on sentiment analysis. In aspect-based sentiment analysis, the idea is to take sentiment analysis a step further and find out what exactly someone is talking about, and then ...
  • Application of K-Means Clustering Algorithm to Determine the Density of Demand of Different Kinds of Jobs 
    Shamrat, F. M. Javed Mehedi; Tasnim, Zarrin; Mahmud, Imran; Jahan, Ms. Nusrat; Nobel, Naimul Islam (International Journal of Scientific and Technology Research, 2020)
    In the current competitive job market, information is the most powerful tool. As a job, the seeker looks for a job, and he must have the insight of what kind of competition he is about to face. This information will allow ...
  • Classification on Educational Performance Evaluation Dataset Using Feature Extraction Approach 
    Rahmn, Majidur; Mahmud, Antara (ACM International Conference Proceeding Series, 2020-03-20)
    With the drastic drive in population and economy of Bangladesh, the urgency of higher education of the mass is also extending. Moreover, due to scarcity of resources, financial support and many other convoluted circumstances, ...
  • Ascertaining the Fluctuation of Rice Price in Bangladesh Using Machine Learning Approach 
    Hasan, Md. Mehedi; Zahara, Muslima Tuz; Sykot, Md. Mahamudunnobi; Nur, Arafat Ullah; Saifuzzaman, Mohd.; Hafiz, Rubaiya (IEEE, 2020-07)
    Rice is the most grown crop in Bangladesh. It is consumed as the main food course in Bangladesh. The price of rice makes a difference in whether people will eat or starve. To know what's going to happen in the rice market ...
  • Comparative Analysis of Feature Selection Algorithms for Computational Personality Prediction from Social Media 
    Marouf, Ahmed Al; Mahmud, Hasan; Hasan, Md. Kamrul (IEEE Transactions on Computational Social Systems, IEEE, 2020-02-19)
    With the rapid growth of social media, users are getting involved in virtual socialism, generating a huge volume of textual and image contents. Considering the contents such as status updates/tweets and shared posts/retweets, ...
  • Application of Silver-assisted Laser Desorption Ionization Ultrahigh-resolution Mass Spectrometry for the Speciation of Sulfur Compounds 
    Solihat, Nissa Nurfajrin; Kim, Sungjune; Uddin, Nizam; Ismail, Ahmad; Mustafa, Ahmad Ismail; Acter, Thamina; Shamsuddin, Sayed Md.; Kim, Sunghwan (Springer, 2019-12)
    We herein report the optimization and application of silver cationization (Ag+) in combination with laser desorption ionization (LDI) ultrahigh-resolution mass spectrometry (UHR-MS) to determine the structures of the ...
  • Combating Domestic Violence during Covid-19 Pandemic in Bangladesh Using 
    Hossain, Md. Elias; Najib, Arshadina Umara; Islam, Md. Zahidul (23rd International Conference on Computer and Information Technology (ICCIT), IEEE, 2021-04-06)
    Domestic violence (DV) is not new. Yet, researchers and human rights experts are reporting an alarming rise in DV against women since countries began locking down areas to stop the virus from spreading. They are now calling ...
  • Anti-Diabetic Medicinal Plants Used in Bangladesh for Diabetes Mellitus 
    Rahman, Md. Mizanur; Roni, Md. Abu Saleh; Al- Erfan, Sujana; Bepary, Sristy; Al–Amin, Md.; Munny, Sammy Sultana; Akter, Aklima; Tanny, Shamia Zaman (Pharmacology online, 2020)
    The aim of the current research is to analyze the different medicinal plants used for antidiabetic activity. Diabetes mellitus is one of the most common non-communicable diseases in the world. It is the fourth leading ...
  • Android Malware Detection by Machine Learning Apprehension and Static Feature Characterization 
    Hasan, Md Rashedul; Begum, Afsana; Bin Zamal, Fahad; Rawshan, Lamisha; Bhuiyan, Touhid (Springer, 2020-07)
    The increased usage and popularity of Android devices encourage malware developers to generate newer ways to launch malware in different packaged forms in different applications. These malware causes various information ...
  • Anatomical Analysis between Two Languages Alphabets 
    Rahman, Mizanur; Uddin, Md. Salah; Hasan, Md. Samaun; Ghosh, Apurba; Boby, Sadia Afrin; Ahmed, Arif; Sadiur Rahman, Shah Muhammad; Allayear, Shaikh Muhammad (Springer, 2020-07)
    We have many different types of languages and alphabets in the world, but the alphabet of each language has its own unique design. We tried to bridge between the two countries/languages by reflecting the differences in the ...
  • Analyzing the Protein-protein Interaction Network and the Topological Properties of Prostate Cancer and Allied Diseases 
    Puspo, Nadira Akter; Akter, Laboni; Siddique, Sinthia; Paul, Bikash Kumar; Ahmed, Kawsar; Bhuiyan, Touhid; Islam, Md Kabirul (Gene Reports, Science Direct, Elsevier, 2020)
    Background and objectives Some of cancer diseases are related to each other by their metabolic structures. Literature reviews show that Prostate Cancer (PC), Breast Cancer (BC), Bladder Cancer (BDC) and Colorectal Cancer ...
  • Analysis of Topological Properties and Drug Discovery for Bipolar Disorder and Associated Diseases 
    Shadhin, Khairul Alam; Hasan, Md. Rakibul; Paul, Bikash Kumar; Ahmed, Kawsar; Bhuyian, Touhid (Cellular and molecular biology, 2020)
    With the advancement and development of sophisticated bioinformatics tools, the area of computational bioinformatics and systems biology analysis is expanding day by day. The bipolar or manic-depressive disorder might be ...
  • Analysis of Terahertz Waveguide Properties of Q-PCF Based on FEM Scheme 
    Paul, Bikash Kumar; Ahmed, Kawsar (Optical Materials, 2020)
    A novel photonic crystal fiber in quasi pattern (Q-PCF) is designed and proposed for terahertz wave (T-wave) guidance. A cyclic olefin copolymer (COC) has been used as the bulk material of the proposed fiber. The proposed ...
  • Analysis of Metacognitive Tasks for Second Language Speech Development 
    Barman, Dr. Binoy (Journal of Critical Reviews, 2020)
    Theories state that awareness about the mind of the receiver and awareness about oneself and his mind becomes essential alongwith the acquaintance in the medium of communication. While teaching a language, supplementation ...
  • Classification of Succulent Plant Using Convolutional Neural Network 
    Hasan, Md. Zahid; Rakshit, Aniruddha; Das, Ashik Kumar; Iqbal, Md. Asif; Paul, Bidhan (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Springer, 2020-07-30)
    Machine learning methods such as deep neural networks have remarkably improved plant species classification in recent years. It is very challenging task to classify plant species based on their categories. In this work, ...
  • Analysis of Gene Network Model of Thyroid Disorder and Associated Diseases 
    Kawsar, Md; Taz, Tasnimul Alam; Paul, Bikash Kumar; Mahmud, Shahin; Islam, Md Manowarul; Bhuyian, Touhid; Ahmed, Kawsar (Informatics in Medicine Unlocked, Science Direct, 2020)
    Chronic Kidney Disease (CKD), High Blood Pressure (HBP), and Thyroid Disorder (TD) diseases are interrelated. When human patients are affected by one of them, then the possibility of affectness by the other two diseases ...

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