Browsing by Author "Islam, Md Sanzidul"

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    A Deep Learning Study on Understanding Banglish and Abbreviated Words Used in Social Media
    (5th International Conference on Intelligent Computing and Control Systems (ICICCS), IEEE, 2021-05-26) Das, Suharto; Islam, Md Sanzidul; Mahmud, Imran
    Day by Day, the trend of using social media(SM) has increased among the people. With the increasing rate, the use of Banglish (Merge of Bangla and English) and shortcut words has also being increased. In this research, Banglish and Shortcut words have been fully converted to English. For this type of conversation, we have used the CNNs method and the method consist of multiple layer and these layers are connected to each other. This method is considered to be the best method because it does not need any feature extraction. The convolutional neuron network is used in many areas such as image and pattern recognition, speech recognition, natural language processing and video analysis. In this research we have used CNN method because we have decided to use computer vision as some of the words are close to each other and at first we need to convert all the shortcut words into images for pre-processing the data. With the help of CNN method searched for the Banglish and shortcut words that people use for their daily conversation. At first we find the different representative of a single word and then we converted those shortcut and Banglish words to main word using CNNs method.
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    Performance improvement of SHWS by increasing thermal efficiency using insulation materials and optimum position of solar collectors
    (© 2012 Institute of Electrical and Electronics Engineers Inc., 2012) Ferdous, Jannatul M Shafi; Islam, Md Sanzidul; Shaker, Nabil; Khan, Bonnyamin; Azad, AKM Abdul Malek
    The word itself "Solar" describes that we are dealing with some renewable energy source for a hot water system. A Solar Hot Water System(SHWS) has been already designed, further implementation has been done by working on its insulation at variable time, temperature and solar radiation so that there is a minimum temperature drop over night decreases. A suitable material is found for insulation which is feasible, cost effective and available. For this project an instrument named "Pyranometer" has been used to measure solar radiation flux density (in watts per meter square) and the experimental data collected from pyranometer will be used to find the optimum position of SHWS.