Thesis 2019

 

Recent Submissions

  • Analyzing Effect of Feature Selection in Software Fault Detection 
    Cynthia, Shamse Tasnim; Rasul, Md. Golam (East West University, 2019-12-24)
    The quality of software is enormously affected by the faults associated with it. Detection of faults at a proper stage in software development is a challenging task and plays a vital role in the quality of the software. ...
  • A Comparative Study of Hybridized Neural Networks in Estimating Traffic Accident Severity 
    Anik, Md. Mydul Islam; Akram, Wasim; Md. Ashikuzzaman (East West University, 2019-12-24)
    The increasing number of populations causing increase of vehicles which leads to traffic accident. As transportation system expands, it needs to be monitored to assure safety to citizen. Cities are trying to adopt technological ...
  • Bangladeshi Vehicle License Plate Detection and Recognition 
    Hasan, Md. Mehedi; Das, Anik Kumar; Alam, Md. Zahid (East West University, 2019-12-24)
    recognition (OCR) to identify vehicles using their license plate. In this project, an algorithm has been proposed to detect and read Bengali license plate. Nowadays automatic vehicle monitoring system has drawn the ...
  • Paraphrased Question Answering Using Recurrent Neural Network in Bangla Language 
    Patwary, Nazmus Sakib; Hasan, Md. Mohaiminul; Rahman, Tanvir (East West University, 2019-12-24)
    Recent studies on QA (Question Answering) system in English language have been emerged extensively with the composition of NLP (Natural Language Processing) and IR (Information Retrieval) by amplifying miniature sub tasks ...
  • A Trust and User Personality Trait based Collaborative Filtering Recommender System 
    Afrin, Afsana; Rahman, Salma; Kamal, Farha (East West University, 2019-12-24)
    Recommendation system is a system where a user gets suggestions for the product based on his/her previous preferences to the items. With the monumental growth of web services, developing adequate methods for the ...
  • Credibility Identification of Online News Portal Using Website Traffic Metrics 
    Rahman, Farhad; Ragib, Md. Ashfak (East West University, 2019-12-24)
    Online news portal sites are increasing progressively as like meshwork all over the world. The propagation of misrepresenting information such as social media feeds, news blogs, and online newspapers have made it challenging ...
  • Study of Influence of Dimension Reductions of High Dimensional Datasets in Classification Problem 
    Bhuiyan, Mohd. Salman Hossain; Al Raian, Nabil; Leon, Shahad Iqbal (East West University, 2019-11-24)
    In our day to day life we develop many applications based on datasets. In case of high dimensional dataset, we often face some problems while building any data mining model. When there are too many attributes in the dataset, ...
  • Data Clustering Using Hybrid Genetic Algorithm with k-Means and k-Medoids Algorithms 
    Islam, Md. Touhidul; Basak, Pappu Kumar; Bhowmik, Priom (East West University, 2019-09-26)
    Clustering methods separate a set of data points into groups or clusters, where data points of each cluster have the similar properties and are dissimilar from those of other clusters. In general k-means and k-medoids ...
  • Investigation of Different Machine Learning Approaches for Analyzing Human Attitude 
    Ahmed, Ifthakhar; Mostafa, Golam (East West University, 2019-12-24)
    Sentiment analysis is widely used in data science, where data is used and analyzed, which is available in various social media and internet. Sentiment analysis is a qualitative processing of text data that extracts and ...
  • Sentiment Analysis Based on Feature Selection and Machine Learning Techniques 
    Tabassum, Thajiba; Shohag, Md; kafi, Abdullahhil (East West University, 2019-11-24)
    This research focuses on sentiment analysis of amazon food review dataset. For this work, it used some machine learning algorithms but specifically used sentiment analysis and LSTM. It was implemented by some machine ...
  • A Time Efficient Multi-Node Clustering Approach in Recommendation System 
    Hossain, Sabbir; Ahmed, Faisal; Miah, Asifuzzaman (East West University, 2019-12-24)
    In the era of Information and communications technology where data is fueling the growth of organizations, where companies ingest raw data in massive volumes from from countless sources. But the question is how can they ...
  • Securing Military Data By Privatizing Communication 
    Sady, Kowser Alam; Bappy, Monjurul Islam (East West University, 2019-09-26)
    In this fast growing tech world, data is slowly taking its throne as the next most valuable resource. Possession of data, information is the new statement of wealth & power. Every day, the world is getting a little more ...
  • A Recommender System Based Job Application 
    Tasnim, Zarin; Islam, Nazifa (East West University, 2019-09-05)
    Work is an important function of the human being and without work life is impossible. With job we can either fulfill our desires or family needs but the important one is we gradually attain confidence, self-respect & social ...
  • Fruits and Vegetables Detection for Visually Impaired Person 
    Feroz, Muntasir; Nahian, Noor; Kona, Kamrun Nahar (East West University, 2019-08-05)
    Fruits and Vegetables Detection For Visually Impaired Person plays an important role in Application Systems. It helps the customers to identify their desired fruits and vegetables not only by image but also with identifying ...
  • A Comparative Analysis on Speech Emotion Classification Models 
    Islam, Imtiajul (East West University, 2019-09-05)
    Recently, speech recognition has been one of the most necessary domains in machine learning and deep learning. People tend to order a machine by speech more comfortably and so this field has emerged to fulfill this necessity. ...
  • Analyzing and Verification of Web Service Composition 
    Tunzira, Maliha; Akter, Khadeja (East West University, 2019-10-14)
    In the internet's distributed setting, a platform-independent software component is called Web Service. Many business institutions publish advanced features of their apps on the internet. A Web Service has only a ...
  • XPChain: A Blockchain-Based Decentralized e-Recruitment Platform 
    Sarker, Shaila; Shakib, Abdullah-Al-Haris; Arefin, Ashiful (East West University, 2019-12-20)
    E-Recruitment system has emerged in the modern age since 1994 to amend the traditional recruiting system by making it faster, cost-effective, and flexible. Although the issue aroused from racism, nepotism, fraud, etc. these ...
  • Network Monitoring, Implementation and Software 
    Khalid, Hussain Muhammad (East West University, 2019-09-22)
    This report brings out a detailed picture on my role as an intern of Technical Evangelist team at Energypac Bangladesh from 19th January, 2019 – 20th April, 2019. The organizational structure of Energypac, key values ...
  • Design and Development of MSAT Nano satellite 
    Hassan, Maliha; Dewan, Md. Arafat; Asik, Syed Md. Saiful Islam (East West University, 2019-12-25)
    The introduction of cost effective small satellites have increased the engagement of researchers in making nanosatellites. In the past, it was impossible for a devel oping country to design and develop their own satellite ...
  • A Convolutional Neural Network for Classification of Diabetic Retinopathy 
    Mollah, Md. Shahadat; Eahsan, Jamal Mostafa; Nowrin, Nafia (East West University, 2019-09-24)
    As the years pass by, more and more diseases are being diagnosed and there has been a gradual increase in the number of patients suffering from diabetic. With the advancing technology, medical sciences have been ...