DIU Faculty Publication: Recent submissions

  • A Machine Learning Approach to Recognize Junk Food 
    Khan, Tanjed Ahmed; Islam, Md. Shahidul; Ullah, S.M Aman; Rabby, AKM Shahariar Azad (Scopus, 2020)
    People are naturally food grains. So they are always looking for appetizing food and junk foods are the largest source of it. Recent time the most observable point is that peoples are attracted to outdoor foods than homemade ...
  • A Machine Learning Approach to Analyze and Reduce Features to a Significant Number for Employee’s Turn Over Prediction Model 
    Alam, Mirza Mohtashim; Mohiuddin, Karishma; Islam, Md. Kabirul; Hassan, Mehedi; Hoque, Md. Arshad-Ul; Allayear, Shaikh Muhammad (Scopus, 2020)
    Turnover of employee considers as one of the major issue that every company faces. Especially, if the employee has advance skills at his/her working field, then the company faces great loss during that period. To find out ...
  • A Dynamic K-means clustering for Data Mining 
    Hossain, Md. Zakir; Akhtar, Md.Nasim; Ahmad, R.B.; Rahman, Mostafijur (Scopus, 2020)
    Data mining is the process of finding structure of data from large data sets. With this process, the decision makers can make a particular decision for further development of the real-world problems. Several data clustering ...
  • A Detailed Investigation of the Impact of Online Transportation on Bangladesh Economy 
    Khan, Abbas Ali (Scopus, 2020)
    In ongoing time use of surrounding astute administrations for example online ride-sharing, brilliant home, remote checking and helped human services, the utilization of advanced mobile phone for the acknowledgment of online ...
  • A Brief Phytochemical Investigation and Pharmacological Uses of Citrus Seed – A Review 
    Rahman, M.M.; Jahan, F.I.; Mim, S.A. (Scopus, 2020)
    Citrus fruits are more important in all over the world. They are well known as nutritional and medicinal property. Lemon is one of the most common citrus fruit. Lemons are typically grown from seeds, which are planted and ...
  • Characterization and Expression in Pichia Pastoris of a Raw Starch Degrading Glucoamylase (GA2) Derived From Aspergillus Flavus NSH9 
    Karim, Kazi Muhammad Rezaul; Husaini, Ahmad; Sing, Ngieng Ngui; Tasnim, Tasmia; Sinang, Fazia Mohd; Hussain, Hasnain; Hossain, Md Anowar; Roslan, Hairul (Protein Expression and Purification, Spring, 2019-11-19)
    The Aspergillus flavus NSH9 gene, encoding a pH and thermostable glucoamylase with a starch binding domain (SBD), was expressed in Pichia pastoris to produce recombinant glucoamylase (rGA2). The full-length glucoamylase ...
  • Challenges and Mitigation Strategies in Reusing Requirements in Large-scale Distributed Agile Software Development 
    Hossain, Syeda Sumbul (Advances in Intelligent Systems and Computing, Springer, 2019-07-09)
    Requirements re-usability in a distributed software development project is applied to increase system productivity, reliability, quality, decreasing system development sprint and maintaining consistency between two identical ...
  • Bridging the Gap in HCI between Industry and Academia 
    Sattar, Abdus; Khan, Nafim; Moheeuddin, Md.; Shaon, Nasir Uddin Khan (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-07-08)
    HCI currently a sonorous regulation which is wholly committed to the design of interactive systems that allow information flow between human and computer. Implementation and judgment are the other two major concern of HCI. ...
  • Bioactivity Assessment of a Widely Distributed Mangrove Plant 
    Sultana, Nazneen Ahmeda; Aovi, Farjana Islam; Rahman, Md. Salehur (Pharmacology online, 2019-12-30)
    One of the widely distributed mangrove plant Barringtonia acutangula (L) (Family: Lecythidaceae) has been used in folk medicine in the treatment of tuberculosis, skin disease, inflammation, hemorrhoids and diarrhea.The aim ...
  • Bengali Abstractive Text Summarization Using Sequence to Sequence RNNs 
    Talukder, Md Ashraful Islam; Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Faisal, Fahad; Hossain, Syed Akhter (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-07-08)
    Text summarization is one of the leading problem of natural language processing and deep learning in recent years. Text summarization contains a condensed short note on a large text document. Our purpose is to create an ...
  • A Smart Embedded System Model for the AC Automation with Temperature Prediction 
    Shamrat, F. M. Javed Mehedi; Allayear, Shaikh Muhammad; Alam, Md. Farhad; Jabiullah, Md. Ismail; Ahmed, Razu (Scopus, 2020)
    A model of an automated temperature prediction on smart AC system for a room has been designed, developed and implemented with an embedded system. In a room, temperature of object (like human being) with the environment ...
  • A Simple and Mighty Arrowhead Detection Technique of Bangla Sign Language Characters with CNN 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Rabby, AKM Shahariar Azad; Hossain, Syed Akhter (Scopus, 2020)
    Sign Language is argued as the first Language for hearing impaired people. It is the most physical and obvious way for the deaf and dumb people who have speech and hearing problems to convey themselves and general people. ...
  • A Proposed Algorithm and Architecture for Automated Meeting Scheduling and Document Management 
    Athaya, Tasbiraha; Munira, S. (Scopus, 2020)
    Meeting is an important part of our professional life to share and discuss issues based on multiple confidential documents. There are different types of approaches, methods and techniques that are used in organizations for ...
  • 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 ...
  • Bangla Intelligence Question Answering System Based on Mathematics and Statistics 
    Kowsher, Md.; Rahman, M M Mahabubur; Ahmed, Sk Shohorab; Prottasha, Nusrat Jahan (22nd International Conference on Computer and Information Technology, IEEE, 2019-12-20)
    The Bangla Informative Question Answering System (BIQAS) is a significant Machine Learning (ML) technique that helps a user to trace relevant information by Bengali Natural Language Processing (BNLP). In this research ...
  • Bangla Handwritten Digit Recognition Using Convolutional Neural Network 
    Rabby, AKM Shahariar Azad; Abujar, Sheikh; Haque, Sadeka; Hossain, Syed Akhter (Advances in Intelligent Systems and Computing, Springer, 2018-12-12)
    Handwritten digit recognition has always a big challenge due to its variation of shape, size, and writing style. Accurate handwritten recognition is becoming more thoughtful to the researchers for its educational and ...
  • Bayanno-net 
    Islam, Mohammad Shakirul; Foysal, Md. Ferdouse Ahmed; Noori, Sheak Rashed Haider (Proceedings of 2019 IEEE Region 10 Symposium, IEEE, 2019-06-07)
    Handwritten digit recognition is one of the most novel topics from last few years. The complexity of recognition handwriting are differ in languages because of their shapes, character numbers and streak. Albeit Bangla is ...
  • Bengali Named Entity Recognition 
    Rifat, Md Jamiur Rahman; Abujar, Sheikh; Noori, Sheak Rashed Haider; Hossain, Syed Akhter (2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, 2019-07-08)
    Sequence labeling is a complex task in natural language processing where the data set used to be biased to a specific class mainly to “not named entity” class. Previously several machine learning approaches were harnessed ...
  • Bengali Text Generation Using Bi-directional RNN 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Hossain, Syed Akhter; Hasan, Mahmudul; Chowdhury, S. M. Mazharul Hoque (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-07-06)
    Current world is growing so fast and communication between nation and different type of people with different language became part of our life. Even from buying product to our social life everything is dependent on ...
  • A Novel Approach of Fair Scheduling to Enhance Performance of Hadoop Distributed File System 
    Hussain, R.; Rahman, Mostafijur; Tarin, Tanjila Akter (Scopus, 2020)
    Nowadays, big data is one of the most challenging issues for managing big amounts of data more effectively and efficiently. It widely used in E-commerce, social media, online business and such types of applications. Hadoop ...

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