IUB Academic Repository: Recent submissions

Now showing items 261-280 of 680

    • Renewable Energy Optimization: The Role of Solar Tracking Systems 

      Hossen, Ishtiaq; Rahman, Nazib; Islam, Rezaul; Zaman, Niaz Murshed Uz; Kabbo, Kawshik Rahman; Azim, Abdul; Uddin, Mohammad Rejwan; Hasan, Mahady (Independent University, Bangladesh, 2023-06)
      The ecosystem is being harmed using fossil fuels, so renewable energy sources are required to protect the climate for coming generations. The most popular green energy source is solar power, but its effectiveness is impacted ...

    • Optimizing B2B Relationships with Post-Covid Sales and Marketing Automation through ERP Implementation: A Value-Driven Approach in Bangladesh 

      Akthar, Sayeda Rahnuma; Khan, Mohammad Sajjad; Sadia, Farzana; Hasan, Mahady (Independent University, Bangladesh, 2023-05)
      Enterprise Resource Planning (ERP) is a powerful software program created to combine and streamline several company processes. Companies in developed countries frequently use it to increase their general effectiveness. ERP ...

    • Enhancing Product Market Payoff in Small and Medium Internet-Based Firms: A Survey-Based Analysis of Innovation and Competition Factors 

      Bakar, Nabil Mohammad Abu; Hasan, Mahady; Rokonuzzaman, M. (Independent University, Bangladesh, 2023-05)
      This paper aims to explore the relationship between innovation and competition and identify the conditions that affect the industry’s innovation and welfare. The authors analyze various factors, including the properties ...

    • A Survey on Dimensionality Reduction Techniques for Time-series Data 

      ASHRAF, MOHSENA; ANOWAR, FARZANA; SETU, JAHANGGIR H.; CHOWDHURY, ATIQUL I.; AHMED, ESHTIAK; ISLAM, ASHRAFUL; MAMUN, ABDULLAH AL (Independent University, Bangladesh, 2023-06)
      Data analysis in modern times involves working with large volumes of data, including timeseries data. This type of data is characterized by its high dimensionality, enormous volume, and the presence of both noise and ...

    • Designing Healthcare Relational Agents: A Conceptual Framework with User-Centered Design Guidelines 

      Islam, Ashraful; Chaudhry, Beenish M.; Islam, Aminul (Independent University, Bangladesh, 2023-06)
      This paper presents a conceptual framework for designing relational agents (RAs) in healthcare contexts, developed through the findings from multiple user studies on RAs about their acceptance, efficacy, and usability. The ...

    • Medical Personal Protective Equipment detection using YOLOv7 

      Ali, Md. Anas; Haque, Mahmudul; Alam, Saadia Binte; Rahman, Rashedur; Amin, M Ashraful; Kobashi, Syoji (Independent University, Bangladesh, 2023-06)
      In recent years, healthcare and safety have been a major focus of deep learning research. This paper focuses on the detection of Medical Personal Protective Equipment (MPPE) in the healthcare sector using YOLOv7. Improper ...

    • A study of forecasting stocks price by using deep Reinforcement Learning 

      Khan, Razib Hayat; Miah, Jonayet; Rahman, Md Minhazur; Hasan, Md Maruf; Mamun, Muntasir (Independent University, Bangladesh, 2023-06)
      Financial investors are so concerned now about the future of the stock market and how the market will behave next decade because the world economy is now in an alarming condition which leads to losses in the stock market. ...

    • A comparative study of Detecting Covid 19 by Using Chest X-ray Images– A Deep Learning Approach 

      Khan, Razib Hayat; Miah, Jonayet (Independent University, Bangladesh, 2023-06)
      SARS-CoV-2's COVID-19 pandemic has quickly spread over the world, inflicting a sizable number of illnesses and fatalities. Stopping the virus's spread depends on correctly and rapidly identifying infected people. Although ...

    • The Rise Of Remote Project Management- A New Norm? - A Survey on IT Organizations in Bangladesh 

      Ahamed, Azaz; Khan, Touseef Aziz; Sadman, Nafiz; Hannan, Mahfuz Ibne; Nahar, Nujhat; Hasan, Mahady (Independent University, Bangladesh, 2023-05)
      The rise of remote work has brought about a significant shift in the way software development projects are managed. With teams spread out across different locations and time zones, project managers must adapt to new ...

    • A Hybrid Approach to Overcome Requirements Challenges in the Software Industry 

      Hasan, Md. Tarek; Bakar, Nabil Mohammad Abu; Nahar, Nujhat; Hasan, Mahady; Rokonuzzaman, M. (Independent University, Bangladesh, 2023-05)
      This research paper presents a hybrid approach to overcome the challenges related to inadequate or insufficient client involvement and understanding during the software requirements phase. The aim of this study is to ...

    • SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization 

      Nayan, Nasim Mahmud; Islam, Ashraful; Islam, Muhammad Usama; Ahmed, Eshtiak; Hossain, Mohammad Mobarak; Alam, Md Zahangir (Independent University, Bangladesh, 2023-05)
      This study investigated the predictive ability of ten different machine learning (ML) models for diabetes using a dataset that was not evenly distributed. Additionally, the study evaluated the effectiveness of two oversampling ...

    • Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model 

      Siddique, Abu Zobayer Bin; Das, Shoibal; Tabassum, Poonam; Tasir, All Moon; Roy, Shovon; Rahman, Md. Saifur; Mridha, M. F.; Islam, Ashraful (Independent University, Bangladesh, 2023-05)
      Potatoes are one of the world’s most important commodities, and leaf maladies such as early and late blight can substantially reduce their yield and quality. Hence, both farmers and researchers must prioritize quick and ...

    • Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques 

      Pasha, Syed Tangim; Islam, Ashraful; Rahman, Mohammed Masudur; Ahmed, Eshtiak; Foysal, Md. Ferdouse Ahmed; Alam, Md Zahangir (Independent University, Bangladesh, 2023-05)
      The computational analysis of the Bangla poems is a challenging task due to the diverse linguistic, stylistic, and semantic features of the Bangla language. In this work, we prepared a dataset of 1311 Bangla poems of two ...

    • Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh 

      Sakib, Sheikh Rahmatulla; Sara, Kamarun Nahar; Rasel, Md. Tahmid Hossain; Asif, Md. Masudul Islam; Nahid, Md. Aynul Hasan; Rahman, Md. Saifur; Mridha, M. F.; Islam, Ashraful (Independent University, Bangladesh, 2023-05)
      In Dhaka, the capital city of Bangladesh, various sources including vehicle emissions, industrial activities, brick kilns, building sites, and open rubbish burning contribute to the air pollution problem. To assess the air ...

    • A Gradient Boosted ML Approach to Feature Selection for Wireless Intrusion Detection 

      Mondal, Birupaxha; Faisal, Fahim; Towshi, Zeba Tusnia; Monir, Md. Fahad; Ahmed, Tarem (Independent University, Bangladesh, 2023-05)
      The proliferation of Wi-Fi-enabled devices makes security a non-negotiable part of connectivity. As new attacks are discovered that compromise the security of devices in the wireless ecosystem, it is becoming increasingly ...

    • CaViT: Early Stage Dental Caries Detection from Smartphone-image using Vision Transformer 

      Hossain, Md Shakhawat; Rahman, Md Mahmudur; Syeed, M M MAHBUBUL; Hannan, Ummae Hamida; Uddin, Mohammad Faisal; Mumu, Sahria Bakar (Independent University, Bangladesh, 2023-05)
      Caries detection is a routine clinical task in dental practice. If caries are detected at an early stage, non-invasive ormicro-invasive treatment such as fillings and a root canal can be effective and thereby invasive ...

    • Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs 

      Hossain, Mir Sazzat; Roy, Sugandha; Asad, K. M. B.; Momen, Arshad; Ali, Amin Ahsan; Amin, M Ashraful; Rahman, A. K. M. Mahbubur (Independent University, Bangladesh, 2023-05)
      Out of the estimated few trillion galaxies, only around a million have been detected through radio frequencies, and only a tiny fraction, approximately a thousand, have been manually classified. We have addressed this ...

    • An IoT Intensive AI-integrated System for Optimized Surface Water Quality Profiling 

      Syeed, M M Mahbubul; Karim, Md. Rajaul; Hossain, Md Shakhawat; Fatema, Kaniz; Uddin, Mohammad Faisal; Khan, Razib Hayat (Independent University, Bangladesh, 2023-05)
      Surface water is heavily exposed to contamination as this is the ubiquitous source for the majority of water needs. This situation is exaggerated by excessive population, heavy industrialization, rapid urbanization, and ...

    • Educational Certification on Ethereum blockchain: Analysis on How BCert and UZHBC differ 

      Aadeef, Tanvir Ahmed; Monir, Md. Fahad; Alam, Sanzar Adnan (Independent University, Bangladesh, 2023-03)
      Counterfeit certificates and diplomas are a common issue. Blockchain technology offers a potential solution through its decentralized ledger system, which uses cryptographic techniques and incentives to verify and store ...

    • Fake News Detection Using Machine Learning Techniques 

      Sultana, Achhiya; Islam, Mahmudul; Hasan, Mahady; Ahmed, Farruk (Independent University, Bangladesh, 2023-03)
      A lot of information is spread by people in the social media to update their status and share crucial news with others. But the majority of these platforms don’t promptly validate the individuals or their posts and people ...
      Copyright © 2002-2021  IUB Academic Repository.
      Contact Us | Send Feedback
      Maintained by  Library Information Technology (LIT)
      LIT