DIU Faculty Publication: Recent submissions

  • Analyzing Performance of Different Machine Learning Approaches with Doc2vec for Classifying Sentiment of Bengali Natural Language 
    Hoque, Md. Tazimul; Islam, Ashraful; Ahmed, Eshtiak; Mamun, Khondaker A.; Huda, Mohammad Nurul (2nd International Conference on Electrical, Computer and Communication Engineering, IEEE, 2019-04-04)
    Vector or numeric representation of text documents has been a revolution in natural language processing as it represents similar parts of text in such a way that they are very close to each other, making it very easy to ...
  • Analyzing the Quality of Water and Predicting the Suitability for Fish Farming Based on IOT in the Context of Bangladesh 
    Ahmed, Marzia; Rahaman, Md. Obaidur; Rahman, Mostafijur; Kashem, Mohammod Abul (2019 International Conference on Sustainable Technologies for Industry 4.0 (STI), IEEE, 2019-12)
    Nearly 5.3% of the national income of Bangladesh comes from fish. Fishes are the significant natural essentials that help to grow national income, nutrition, reduce the unemployment problem of a country and also earn foreign ...
  • Antibacterial and Free Radical Scavenging Activity of Methanol Extract of Crystella Denatata (Leaves) 
    Azad, A.K.; Khan, Shajib; Das, Nandita; Rahman, Atiqur; Ferdous, Jannatun; Khairuzzaman, M.; Rahhman, Mizanur (Pharmacology online, 2019-08-30)
    Antibiotic resistance is getting global treat and also many diseases are associated with oxidative stress caused by free radicals. The present study evaluated the in vitro antioxidant and antibacterial activities of methanol ...
  • Analysis of Complex Networks for Security Issues Using Attack Graph 
    Musa, Tanvirali; Yeo, Kheng Cher; Azam, Sami; Shanmugam, Bharanidharan; Karim, Asif; Boer, Friso De; Nur, Fernaz Narin; Faisal, Fahad (2019 International Conference on Computer Communication and Informatics, IEEE, 2019-09-02)
    Organizations perform security analysis for assessing network health and safe-guarding their growing networks through Vulnerability Assessments (AKA VA Scans). The output of VA scans is reports on individual hosts and its ...
  • An Overall Workflow of Deep Learning in Modern Technology 
    Khan, Thaharim; Rabbani, Masud; Siddiquee, Shah Md. Tanvir; Marouf, Ahmed Al (International Journal of Innovative Technology and Exploring Engineering, 2019-06)
    Modern technology blessed us with many amenities. Those invention of modern science has lessened our workload with many others flexibility. Modern technology has been growing up significantly after the implementation of ...
  • An Optimized Stand-alone Green Hybrid Grid System for an Offshore Island, Saint Martin, Bangladesh 
    Haque, Khandaker Foysal; Saqib, Nazmus; Rahman, Md. Shamim (International Conference on Energy and Power Engineering: Power for Progress, IEEE, 2019-06-03)
    Saint Martin's island is the largest offshore island of Bangladesh which is one of the most beautiful tourist spots in the world. But as the island is far away from the mainland, it is not connected to the main grid of the ...
  • An Investigative Design of Optimum Stochastic Language Model for Bangla Autocomplete 
    Eyamin, Md.Iftakher Alam; Habib, Md. Tarek; Muhammad Ifte Khairul Islam; Rahman, Md. Sadekur; Khan, Md. Abbas Ali (Indonesian Journal of Electrical Engineering and Computer Science, 2019)
    Word completion and word prediction are two important phenomena in typing that have extreme effect on aiding disable people and students while using keyboard or other similar devices. Such autocomplete technique also helps ...
  • Assessing the Effectiveness of Topic Modeling Algorithms in Discovering Generic Label with Description 
    Rahman, Shadikur; Hossain, Syeda Sumbul; Arman, Md. Shohel; Rawshan, Lamisha; Toma, Tapushe Rabaya; Rafiq, Fatama Binta; Md. Badruzzaman, Khalid Been (Springer, 2020-02-13)
    Analyzing short text or documents using topic modeling becomes a popular solutions for the increasing number of documents produced in everyday life. For handling the large amount of documents, many topic modeling algorithms ...
  • Assessment of Biological Contaminants in Energy Stimulating Herbal Medicines Collected from Dhaka City, Bangladesh 
    Zamir, Rausan; Islam, Nazmul; Hasan, Mehdi; Hasan, Mahmudul; Asraf, Ali; Zakaria, M.; Howlader, M.B.H. (Asian Journal of Chemistry, 2020)
    Ubiquitous nature of erectile dysfunction (ED) has placed it as one of the most rampant health care problem and therefore consumption of energy stimulating herbal medicines (ESHMs) has increased in Bangladesh. However, ...
  • Assessment of the Factors Affecting Apparel Pattern Grading Accuracy 
    Islam, Md. Mazharul; Jalil, Mohammad Abdul; Parvez, Md. Shohan; Haque, Md. Mahbubul (Tekstilec, 2020)
    Grading is an inseparable part of producing multiple sized patterns in clothing production. From the inception of apparel manufacturing, various methods have been developed for precision pattern grading. Nevertheless, most ...
  • Asymmetric Core-guided Polarization-dependent Plasmonic Biosensor 
    Haider, Firoz; Mashrafi, Md.; Haider, Rakib; Aoni, Rifat Ahmmed; Ahmed, Rajib (Applied Optics, 2020)
    A modified solid-core photonic crystal fiber (PCF)-based plasmonic sensor is proposed where light propagation through the PCF is controlled by scaling down of air holes. The modified core facilitates the easy excitation ...
  • Automated Risk Prediction by Measuring Pneumothorax Size Using Deep Learning 
    Islam, Shariful; Rehana, Hasin; Asaduzzaman, Sayed; Hossen, Syed Mobassir; Hossain, Rabby; Bhuiyan, Touhid; Uddin, Muhammad Shahin; Akter, Nargis (IEEE, 2020)
    This research proposed an approach which takes images as a DICOM format from the Kaggle dataset named “SIIM-ACR Pneumothorax Segmentation”. Preprocessed images were fed to popular Unet architecture with se_resnext50_32*4d ...
  • BNnet 
    Al Imran, Abdullah; Wahid, Zaman; Ahmed, Tanvir (Springer, 2020)
    Misleading and fake news in rapidly increasing online news portals in Bangladesh has become a major concern to both the government and public lately, as a substantial amount of incidents have taken place in different cities ...
  • Bangla Continuous Handwriting Character and Digit Recognition Using CNN 
    Hasan, Fuad; Shuvo, Shifat Nayme; Abujar, Sheikh; Mohibullah, Md.; Hossain, Syed Akhter (Springer, 2020-03-04)
    There are several works in Bangla handwritten character recognition. Here a new methodology proposed to recognize the character from continuous Bangla handwritten character. The system’s main components are preprocessing, ...
  • Bangla Document Classification using Character Level Deep Learning 
    Rahman, Md. Mahbubur; Sadik, Rifat; Biswas, Al Amin (IEEE, 2020-10)
    Last few decades, the availability and accessibility of the Bangla document and its content have rapidly increased due to the rapid technological advancement. Intense research needs to be performed on various Bangla documents ...
  • Bangla Handwritten Digit Recognition Using Deep Convolutional Neural Network 
    Basri, Rabeya; Haque, Mohammad Reduanul; Akter, Morium; Uddin, Mohammad Shorif (ACM International Conference Proceeding Series, 2020)
    Handwritten Bangla digit recognition is one of the most challenging computer vision problems due to its diverse shapes and writing style. Recently deep learning based convolutional neural network known as deep CNN finds ...
  • Bangla Music Genre Classification Using Neural Network 
    Al Mamun, Md. Afif; Kadir, Imamul; Rabby, AKM Shahariar Azad; Al Azmi, Abdullah (IEEE, 2019-11)
    Music genre classification is very vital for music recommendation and for the retrieval of music information. So many works have already been done for classifying genres of English music using different machine learning ...
  • Bangla Speaker Accent Variation Detection by MFCC Using Recurrent Neural Network Algorithm 
    Mamun, Rezaul Karim; Abujar, Sheikh; Islam, Rakibul; Been Md. Badruzzaman, Khalid; Hasan, Mehedi (Springer, 2020-03-04)
    There are a number of languages accent differential applications that detect the different accents in assorted languages. The studies which have done before most of them are based on the English language and different ...
  • Bangla Toxic Comment Classification (Machine Learning and Deep Learning Approach) 
    Jubaer, A.N.M.; Sayem, Abu; Rahman, Md. Ashikur (IEEE, 2019-11)
    Toxic comment classification problem is a popular classification problem nowadays. There are many attempts in English but it's rare in Bangla language. We tried to build a classifier for Bangla language. We tried different ...
  • Bangla Optical Character Recognition and Text-to-Speech Conversion using Raspberry Pi 
    Biswas, Al Amin (International Journal of Advanced Computer Science and Applications, 2020)
    Optical Character Recognition (OCR) technology is very helpful for visually impaired or illiterate persons who are unable to read text documents but need to reach the content of the text documents. In this paper, a ...

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