Search Results - "Mostakim, Moin"

Enhancing Early Detection of Diabetic Retinopathy Through the Integration of Deep Learning Models and Explainable Artificial Intelligence by Ahnaf Alavee, Kazi, Hasan, Mehedi, Hasnayen Zillanee, Abu, Mostakim, Moin, Uddin, Jia, Silva Alvarado, Eduardo, de la Torre Diez, Isabel, Ashraf, Imran, Abdus Samad, Md

“…Humans can carry various diseases, some of which are poorly understood and lack comprehensive solutions. Such a disease can exists in human eye that can affect…”
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A Machine Learning Driven Analysis to Determine the Correlation Between Parenting Style and Offspring's Behavior by Akter, Nasrin, Reza, Md Tanzim, Mostakim, Moin

“…Parents are usually the most important person for a human being as they encourage and support an offspring's physical, emotional, social, and intellectual…”
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An Empirical Study and Analysis of the Machine Learning Algorithms Used in Detecting Cyberbullying in Social Media by Sintaha, Mifta, Mostakim, Moin

“…Regardless of the demography, social media has become an integral part of our everyday lives. Nowadays, it is the most popular platform people use for staying…”
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Classification Of Damaged Vegetation Areas Using Convolutional Neural Network Over Unlabelled Sentinel-2 Images by Haque, Samiha, Rahman, Nazibur, Mostakim, Moin

“…Several researches have been made in recent years which use Convolutional Neural Networks (CNN) to classify multispectral images. However, a scarcity of…”
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The Car Image Generation Quality of DCGAN and VSGAN: A Comparative Study by Shayer, Mirza Ahmad, Mim, Sushana Islam, Anjum, Nafisha, Chowdhury, Md. Abu Sajid, Preoshi, Noshin Nanjiba Islam, Mostakim, Moin

“…In modern society, car image synthesis is used for many tasks. Vehicle identification and car image analysis are some uses. There are different types of…”
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Stock Price Prediction During Pandemic Situation by Das, Kaushik, Ahmed, Nazia, Tabasshum, Anika, Azad, Tahzib, Chowdhury, Nuzhat, Mostakim, Moin, Noor, Jannatun

“…Accurately predicting the stock value enables investors to earn more money, reducing their uncertainty on whether to buy or sell. Again during the COVID-19…”
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Automatic Bengali Image Captioning using EfficientNet-Transformer Network by Kabir, Muhammad Khubayeeb, Labonno, Anindita, Amin, Sofia, Tahsin, Fariha, Rhaman, Md. Khalilur, Mostakim, Moin

“…The task of image captioning is a complex process that involves generating textual descriptions for images. Much of the research done in this particular…”
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Interpretable MOOC Dropout Prediction using Different Ensemble Methods and XAI by Khan, Labib Hasan, Haque, Mohammed Ashfaqul, Ibrahim, Esaba Ahnaf, Mostakim, Moin, Hossain, Muhammad Iqbal

“…Massive open online course (MOOC) has been around for several years, which started to gain traction in 2012 when Coursera was established. MOOCs use…”
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Prodorshok I: A bengali isolated speech dataset for voice-based assistive technologies: A comparative analysis of the effects of data augmentation on HMM-GMM and DNN classifiers by Reza, Mohi, Rashid, Warida, Mostakim, Moin

“…Prodorshok I is a Bengali isolated word dataset tailored to help create speaker-independent, voice-command driven automated speech recognition (ASR) based…”
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An Analysis of Audio Classification Techniques using Deep Learning Architectures by Imran, Mohammed Safwat, Rahman, Afia Fahmida, Tanvir, Sifat, Kadir, Hamim Hassan, Iqbal, Junaid, Mostakim, Moin

“…Failure to classify audio data with high efficiency causes major setbacks in audio processing, voice recognition, and noise cancellation. To find the best…”
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Utilizing Machine Learning to Reconnect Potential Customers of the E-Commerce Industry by Payel, Nehrin Siddique, Hossain, Mohammad Shahriar, Hossain, Shoumik, Fahmiduzzaman, Quazi, Mostakim, Moin, Majumdar, Mahbub Alam

“…In competitive markets, it is costly to attract new customers in the business as they already have a wide customer base; that being the case, businesses spend…”
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Bangla License Plate Recognition Using Convolutional Neural Networks (CNN) by Shaifur Rahman, M M, Mostakim, Moin, Nasrin, Mst Shamima, Alom, Md Zahangir

“…In the last few years, the deep learning technique in particular Convolutional Neural Networks (CNNs) is using massively in the field of computer vision and…”
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Determining Association between Fatal Heart Failure and Chronic Kidney Disease: A Machine Learning Approach by Haque, Adiba, Kabir, Anika Nahian Binte, Islam, Maisha, Monjur, Mayesha, Rhaman, Md. Khalilur, Mostakim, Moin

“…Cardiorenal syndrome is a term that refers to a spectrum of heart and kidney disorders that demonstrate how a condition affecting one of the organs impairs the…”
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Prodorshok I: A Bengali Isolated Speech Dataset for Voice-Based Assistive Technologies - A comparative analysis of the effects of data augmentation on HMM-GMM and DNN classifiers by Reza, Mohi, Rashid, Warida, Mostakim, Moin

“…Prodorshok I is a Bengali isolated word dataset tailored to help create speaker-independent, voice-command driven automated speech recognition (ASR) based…”
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A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot by Abedin, Afia Fairoose, Mamun, Amirul Islam Al, Nowrin, Rownak Jahan, Chakrabarty, Amitabha, Mostakim, Moin, Naskar, Sudip Kumar

“…In recent times, a large number of people have been involved in establishing their own businesses. Unlike humans, chatbots can serve multiple customers at a…”
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Fresh or Stale: Leveraging Deep Learning to Detect Freshness of Fruits and Vegetables by Ahmed, Rehanul, Haque, Md. Mahidul, Saha, Somak, Saha, Chamak, Dutta, Mayurakshmi, Karim, Dewan Ziaul, Mostakim, Moin, Rasel, Annajiat Alim

“…In the Gross Domestic Product of Bangladesh, the contribution of agriculture is considerable. Fruit and vegetable quality surveillance are essential in the…”
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Leveraging Robust CNN Architectures for Real-Time Object Recognition from Conveyor Belt by Moon, Nowrin Tasnim, Siddiqua, Sabiha Afrin, Parvin, Shahana, Muntaha, Sidratul, Hassan, K.M. Mehedi, Rahman, Rafeed, Mostakim, Moin

“…In the contemporary era, the problem of recognizing undesirable objects and individuals on the conveyor belt is addressed by various architectural or…”
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Detection and classification of speed limit traffic signs by Biswas, Rubel, Fleyeh, Hasan, Mostakim, Moin

“…This paper presents a novel traffic sign recognition system which can aid in the development of Intelligent Speed Adaptation. This system is based on…”
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A comparative approach to email classification using Naive Bayes classifier and hidden Markov model by Gomes, Sebastian Romy, Saroar, Sk Golam, Mosfaiul, Md, Telot, Alam, Khan, Behroz Newaz, Chakrabarty, Amitabha, Mostakim, Moin

“…This research investigates a comparison between two different approaches for classifying emails based on their categories. Naive Bayes and Hidden Markov Model…”
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Bangla License Plate Recognition Using Convolutional Neural Networks (CNN) by Rahman, M M Shaifur, Nasrin, Mst Shamima, Mostakim, Moin, Alom, Md Zahangir

“…In the last few years, the deep learning technique in particular Convolutional Neural Networks (CNNs) is using massively in the field of computer vision and…”
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