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Author: search.filters.author.Hasan, Mehedi

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    Depression Analysis From Social Media Bengali Comments Using Machine Learning Techniques
    (Daffodil International University, 23-02-18) Hasan, Mehedi
    Depression is a major public health concern that can have significant negative impacts on an individual's quality of life. Early detection of depression can be crucial for facilitating timely treatment and improving outcomes. In this study, we aimed to investigate the use of machine learning algorithms for detecting depression in social media comments written in Bengali, a language spoken by millions of people around the world. We collected a dataset of social media comments written in Bengali and labeled them according to the emotional state of the person posting (e.g., happy, sad, or depressed). We describe the development and evaluation of several different algorithms, including SVM, LR, DT, KNN, CB, and LR. The results of our evaluation showed that the SVM algorithm had the highest accuracy, receiving a 75.28% score and being able to detect depression with high accuracy, suggesting that social media comments written in Bengali could be a useful source of data for detecting depression. These findings could have important implications for the development of automated tools for detecting depression in real-time and facilitating timely treatment.
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    Graphics Design Using AI and APS
    (Daffodil International University, 23-01-29) Hasan, Mehedi
    When I started my billet 5 months ago, I started in quite Junior Role thus i used to be given heaps of responsibility. This enclosed stigmatization comes, mocking up feature image, image retouching, making logo, produced image For design tool and much of quite abstract concepts, thus I had heaps of input. This was nice as a result of once I started acting on a client's comes they threw me in at the deep finish. They additionally gave me quite heap of chance to expand my data in Film, a region that I wished to travel into. They same they might facilitate me out therewith and placed me on those quite comes. For people were extremely useful for permitting me to grow within the areas. Our Company is grounded in USA and adopts a systems- grounded approach in which the summation of media and dispatches for our guests is designed as a single intertwined process rather than a series of separate sweats. Our platoon has times of experience in creating high- quality designs for companies across colorful diligence. We understand how to make your business stand out from the crowd by using creative design and unique generalities We work with our guests to develop creative ideas and execute marketing juggernauts that are in tandem with their brand and request objects. Be it graphic design service across print and digital media, marketing collateral, announcements, events, web design or social media, Creativeness award winning platoon of graphic contrivers insure that the prosecution is done with strong impact and in agreement to the formulated strategy rather than in insulation.
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    Criminal Investigation with Suspect Prediction
    (Daffodil International University, 2022-01-04) Hasan, Mehedi; Kheya, Nusrat Jahan
    Crime Management System with Suspect Prediction is rhetorical system that may facilitate officer to visualize out past criminal event from the system and helps to keep over the patterns in crime situation whether or not it’s increasing or decreasing. It’s additionally a information system within which the police keep the record of criminals World Health Organization are in remission, to be in remission, or escaped.
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    Web-based Travelling & Tourism System
    (Daffodil International University, 2022-01-18) Hossain, Hasibul; Hasan, Mehedi; Hossain, Kawsar
    Our project is Web-based Travelling & Tourism System. It will help Peoples to save time. For doing these activities we have used HTML5, CSS3, PHP, JAVASCRIPT, in window Operating System. The Travelling & Tourism System is a web-based information system for tourism. It will also show the user's current location. Travel agencies will use this app to manage their customers' journeys, gather information, and so on. This program will give you a notepad where you may write down critical tasks. It will also offer a help center where users may connect with administrators to get answers to their questions. The Travel Portal program is founded on the premise that passengers plan their vacations based on the reviews of other travelers. Tourism is one of the many topics covered on the website. The purpose of this project is to use a tourism management website to handle travelers. Login, tourist management, package, automotive package, privacy complaints, and reports are the project's key modules. We think that it could be an attractive website for the people to less there. This project explores a new dimension to make it more interesting and challenging.
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    Design and Development of Hospital Management System
    (Daffodil International University, 2022-01-04) Islam, Md Hamidul; Mohona, Tajnuva Afrin; Hasan, Mehedi
    The main objective and goal of our project is to provide home delivery of the desired and correct primary treatment to the users who are unable to visit the doctors due to pandemic or lack of time. We have seen that many times people do not get the required treatment on time, but our goal will be to provide proper treatment to the user. We have done a lot of work for this project using atom, where we have loaded web application which is very easy for the users and we have created it in a very interesting way. Science our project is web based; it will need an internet connection to run. When you open the application, it will take you to home page, blood, ambulance, and covid-19. Data received from the users is stored in a database at the end of the process, which we can operate with SQL, MySQL. Our project will be able to save all the information of the user such as name, address, email, phone number. Anyone can access our web application and get the treatment and also ambulance number in case of an emergency. Our web application will always try to meet all your needs properly.
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    Design and Development of Hospital Management System
    (Daffodil International University, 2022-01-04) Islam, Md. Hamidul; Mohona, Tajnuva Afrin; Hasan, Mehedi
    The main objective and goal of our project is to provide home delivery of the desired and correct primary treatment to the users who are unable to visit the doctors due to pandemic or lack of time. We have seen that many times people do not get the required treatment on time, but our goal will be to provide proper treatment to the user. We have done a lot of work for this project using atom, where we have loaded web application which is very easy for the users and we have created it in a very interesting way. Science our project is web based; it will need an internet connection to run. When you open the application, it will take you to home page, blood, ambulance, and covid-19. Data received from the users is stored in a database at the end of the process, which we can operate with SQL, MySQL. Our project will be able to save all the information of the user such as name, address, email, phone number. Anyone can access our web application and get the treatment and also ambulance number in case of an emergency. Our web application will always try to meet all your needs properly.
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    Design and Development of Hospital Management System
    (Daffodil International University, 2022-01) Islam, Md Hamidul; Mohona, Tajnuva Afrin; Hasan, Mehedi
    The main objective and goal of our project is to provide home delivery of the desired and correct primary treatment to the users who are unable to visit the doctors due to pandemic or lack of time. We have seen that many times people do not get the required treatment on time, but our goal will be to provide proper treatment to the user. We have done a lot of work for this project using atom, where we have loaded web application which is very easy for the users and we have created it in a very interesting way. Science our project is web based; it will need an internet connection to run. When you open the application, it will take you to home page, blood, ambulance, and covid-19. Data received from the users is stored in a database at the end of the process, which we can operate with SQL, MySQL. Our project will be able to save all the information of the user such as name, address, email, phone number. Anyone can access our web application and get the treatment and also ambulance number in case of an emergency. Our web application will always try to meet all your needs properly.
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    Fake Review Monitoring System
    (©Daffodil International University, 2022-01-13) Mahbub, Md. Sabil; Hasan, Mehedi; Pias, Rafiqul Alam
    Our project “Review Monitoring System” is based on web platform. The goal of the this application is to catch users interaction in webpage and their reviews. Here every comments and reviews are filtered using code. To remove spam and filter data from web page this platform helps the owner of website a lot. Most of the time automated bot or spam reviews are added in website. For this reason bad impact is imposed on a project. To solve this problem we tried to use simple filtering structure in our project with short algorithm. This project still not smart according to our observations. To make it more smart and intelligent we are continuously work on it.
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    A Deep Computer Vision Approach to Detect Eggplant Diseases
    (Daffodil International University, 2021-09) Hasnat, Abul; Hasan, Mehedi
    Farming inputs are very vital, yet they are not always available to farmers. The goal of this research was to construct an intelligence system utilizing the recognition of eggplant diseases utilizing picture treatment techniques in order to educate farmers about eggplant sickness. The lack of data for both disorders encouraged us to develop a standard dataset for two prominent diseases in the laboratory. Pre-trained Eggplant-disease classification Visual Geometry Group 16 (VGG16) resnet50 and inceptionV3 architectures are used in our work. Further, VGG16 was utilized as the 8th convolution layer feature extractor and these features were used to graduate illnesses. An equivalent or in some cases a greater accuracy was shown in the analysis. There have been proposed possible causes for variations in interclass precision and future direction. Our highest accuracy is achieved by VGG16 the accuracy rate is 99.55%.
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    Detection of Recyclable Product
    (Daffodil International University, 2021-06-01) Islam, Sahajul; Lifa, Lifonar Afrin; Hasan, Mehedi
    Detection of recyclable products by artificial intelligence is an ongoing research area. Recent techniques by advanced robotics are generated by fuzzy logic systems. Fuzzy logic captures the uncertain systems perfectly. In this study, a fuzzy logic model has been designed for the detection of recyclable products. Here shape, cleanliness and materials are taken inputs for the Mamdani FIS system. These inputs are perfect for detecting any unknown objects to recyclable or not. This study also investigates similar other results. Mainly in this study, we have used some membership functions and with this, we have made some rules to get our accuracy for the result. We have gathered some information and analyzed it before assigning values to the membership function in order to achieve the highest level of accuracy. Recycling is important for our nation and the whole environment. It will help us to save our resources and money. By recycling recyclable products we can also combat global warming, decrease pollution and save the environment and wildlife. As a result of this research, it is now much easier to determine whether a product is recyclable or not.