Search Results - "Mridha, M. F"

Brain-Computer Interface: Advancement and Challenges by Mridha, M. F., Das, Sujoy Chandra, Kabir, Muhammad Mohsin, Lima, Aklima Akter, Islam, Md. Rashedul, Watanobe, Yutaka

“…Brain-Computer Interface (BCI) is an advanced and multidisciplinary active research domain based on neuroscience, signal processing, biomedical sensors,…”
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A multimodal approach to cross-lingual sentiment analysis with ensemble of transformer and LLM by Miah, Md Saef Ullah, Kabir, Md Mohsin, Sarwar, Talha Bin, Safran, Mejdl, Alfarhood, Sultan, Mridha, M. F.

“…Sentiment analysis is an essential task in natural language processing that involves identifying a text’s polarity, whether it expresses positive, negative, or…”
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Ensemble of hybrid model based technique for early detecting of depression based on SVM and neural networks by Saha, Dip Kumar, Hossain, Tuhin, Safran, Mejdl, Alfarhood, Sultan, Mridha, M. F., Che, Dunren

“…The prevalence of depression has increased dramatically over the last several decades: it is frequently overlooked and can have a significant impact on both…”
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A hybrid transformer and attention based recurrent neural network for robust and interpretable sentiment analysis of tweets by Jahin, Md Abrar, Shovon, Md Sakib Hossain, Mridha, M. F., Islam, Md Rashedul, Watanobe, Yutaka

“…Sentiment analysis is a pivotal tool in understanding public opinion, consumer behavior, and social trends, underpinning applications ranging from market…”
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Exploring Internet of Things adoption challenges in manufacturing firms: A Delphi Fuzzy Analytical Hierarchy Process approach by Shahriar, Hasan, Islam, Md. Saiful, Jahin, Md Abrar, Ridoy, Istiyaque Ahmed, Prottoy, Raihan Rafi, Abid, Adiba, Mridha, M. F

“…Innovation is key to gaining a sustainable edge in an increasingly competitive global manufacturing landscape. For Bangladesh’s manufacturing sector to survive…”
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SegX-Net: A novel image segmentation approach for contrail detection using deep learning by Nobel, S M Nuruzzaman, Hossain, Md Ashraful, Kabir, Md Mohsin, Mridha, M F, Alfarhood, Sultan, Safran, Mejdl

“…Contrails are line-shaped clouds formed in the exhaust of aircraft engines that significantly contribute to global warming. This paper confidently proposes…”
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A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities by Kabir, Muhammad Mohsin, Mridha, M. F., Shin, Jungpil, Jahan, Israt, Ohi, Abu Quwsar

“…Humans can identify a speaker by listening to their voice, over the telephone, or on any digital devices. Acquiring this congenital human competency,…”
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FakeStack: Hierarchical Tri-BERT-CNN-LSTM stacked model for effective fake news detection by Keya, Ashfia Jannat, Shajeeb, Hasibul Hossain, Rahman, Md. Saifur, Mridha, M. F

“…False news articles pose a serious challenge in today’s information landscape, impacting public opinion and decision-making. Efforts to counter this issue have…”
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Fusing global context with multiscale context for enhanced breast cancer classification by Islam, Niful, Hasib, Khan Md, Mridha, M. F., Alfarhood, Sultan, Safran, Mejdl, Bhuyan, M. K.

“…Breast cancer is the second most common type of cancer among women. Prompt detection of breast cancer can impede its advancement to more advanced phases,…”
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QAmplifyNet: pushing the boundaries of supply chain backorder prediction using interpretable hybrid quantum-classical neural network by Jahin, Md Abrar, Shovon, Md Sakib Hossain, Islam, Md. Saiful, Shin, Jungpil, Mridha, M. F., Okuyama, Yuichi

“…Supply chain management relies on accurate backorder prediction for optimizing inventory control, reducing costs, and enhancing customer satisfaction…”
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tRF-BERT: A transformative approach to aspect-based sentiment analysis in the bengali language by Ahmed, Shihab, Samia, Moythry Manir, Sayma, Maksuda Haider, Kabir, Md Mohsin, Mridha, M F

“…In recent years, the surge in reviews and comments on newspapers and social media has made sentiment analysis a focal point of interest for researchers…”
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Analysis of Internet of things implementation barriers in the cold supply chain: An integrated ISM-MICMAC and DEMATEL approach by Ahmad, Kazrin, Islam, Md Saiful, Jahin, Md Abrar, Mridha, M F

“…Integrating Internet of Things (IoT) technology inside the cold supply chain can enhance transparency, efficiency, and quality, optimize operating procedures,…”
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A machine learning approach for vocal fold segmentation and disorder classification based on ensemble method by Nobel, S. M. Nuruzzaman, Swapno, S. M. Masfequier Rahman, Islam, Md. Rajibul, Safran, Mejdl, Alfarhood, Sultan, Mridha, M. F.

“…In the healthcare domain, the essential task is to understand and classify diseases affecting the vocal folds (VFs). The accurate identification of VF disease…”
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A study on the challenges and opportunities of speech recognition for Bengali language by Mridha, M. F., Ohi, Abu Quwsar, Hamid, Md Abdul, Monowar, Muhammad Mostafa

“…Speech recognition is a fascinating process that offers the opportunity to interact and command the machine in the field of human-computer interactions. Speech…”
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AutoRet: A Self-Supervised Spatial Recurrent Network for Content-Based Image Retrieval by Monowar, Muhammad Mostafa, Hamid, Md Abdul, Ohi, Abu Quwsar, Alassafi, Madini O, Mridha, M F

“…Image retrieval techniques are becoming famous due to the vast availability of multimedia data. The present image retrieval system performs excellently on…”
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Exploring optimal control of epidemic spread using reinforcement learning by Ohi, Abu Quwsar, Mridha, M. F., Monowar, Muhammad Mostafa, Hamid, Md. Abdul

“…Pandemic defines the global outbreak of a disease having a high transmission rate. The impact of a pandemic situation can be lessened by restricting the…”
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An Interpretable Skin Cancer Classification using Optimized Convolutional Neural Network for a smart Healthcare System by Mridha, Krishna, Uddin, Md. Mezbah, Shin, Jungpil, Khadka, Susan, Mridha, M.F.

“…Skin cancer is a prevalent form of malignancy globally, and its early and accurate diagnosis is critical for patient survival. Clinical evaluation of skin…”
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A robust and light-weight transfer learning-based architecture for accurate detection of leaf diseases across multiple plants using less amount of images by Mazumder, Md Khairul Alam, Mridha, M F, Alfarhood, Sultan, Safran, Mejdl, Abdullah-Al-Jubair, Md, Che, Dunren

“…Leaf diseases are a global threat to crop production and food preservation. Detecting these diseases is crucial for effective management. We introduce…”
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Toward Trustworthy Metaverse: Advancements and Challenges by Jim, Jamin Rahman, Hosain, Md. Tanzib, Mridha, M. F., Kabir, Md. Mohsin, Shin, Jungpil

“…The Metaverse, a transformative digital realm, holds immense promise for reshaping industries and human interactions while potentially addressing global…”
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A Survey of Automatic Text Summarization: Progress, Process and Challenges by Mridha, M. F., Lima, Aklima Akter, Nur, Kamruddin, Das, Sujoy Chandra, Hasan, Mahmud, Kabir, Muhammad Mohsin

“…With the evolution of the Internet and multimedia technology, the amount of text data has increased exponentially. This text volume is a precious source of…”
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