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检索条件"机构=Big Data Science and Analytics Master Program"
39 条 记 录,以下是1-10 订阅
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An Enhanced BERTopic Framework and Algorithm for Improving Topic Coherence and Diversity  24
An Enhanced BERTopic Framework and Algorithm for Improving T...
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24th IEEE International Conference on High Performance Computing and Communications, 8th IEEE International Conference on data science and Systems, 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor, Cloud and big data Systems and Application, HPCC/DSS/SmartCity/DependSys 2022
作者: Sawant, Sahil Yu, Jinhong Pandya, Kirtikumar Ngan, Chun-Kit Bardeli, Rolf Data Science Program Worcester Polytechnic Institute WorcesterMA United States Big Data and Consumer Analytics Vodafone GmbH NRW Duesseldorf Germany
In this paper, we enhance and customize the existing BERTopic framework to develop and implement an automated pipeline that delivers a more coherent and diverse set of topics with an even moderate dataset. More specif... 详细信息
来源: 评论
Urban Sound Classification Using DNN, CNN LSTM a Comparative Approach
Urban Sound Classification Using DNN, CNN LSTM a Comparative...
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2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2021
作者: Bubashait, Mohamed Hewahi, Nabil Big Data Science and Analytics Master Program College of Science University of Bahrain Sakhier Bahrain University of Bahrain Department of Computer Science College of IT Sakhier Bahrain
Like air pollution, sound pollution has grown to be a major concern for city residents, designers, and developers. Detecting and recognizing sound types and sources in cities and suburban areas or any environment have... 详细信息
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A Novel Machine Learning Classifier Based on Genetic Algorithms and data Importance Reformatting
arXiv
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arXiv 2024年
作者: Alkhayyat, A.K. Hewahi, N.M. Big Data Science and Analytics Program College of Science University of Bahrain Bahrain Department of Computer Science College of Information Technology University of Bahrain Bahrain
In this paper, a novel classification algorithm that is based on data Importance (DI) reformatting and Genetic Algorithms (GA) named GADIC is proposed to overcome the issues related to the nature of data which may hin... 详细信息
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Unitig-centered pan-genome machine learning approach for predicting antibiotic resistance and discovering novel resistance genes in bacterial strains
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Computational and Structural Biotechnology Journal 2024年 23卷 1864-1876页
作者: Do, Duyen Thi Yang, Ming-Ren Vo, Tran Nam Son Le, Nguyen Quoc Khanh Wu, Yu-Wei Graduate Institute of Biomedical Informatics College of Medical Science and Technology Taipei Medical University Taipei Taiwan Department of Electrical Engineering National Taiwan University of Science and Technology Taipei Taiwan Department of Business Administration College of Management Lunghwa University of Science and Technology Taoyuan City Taiwan Professional Master Program in Artificial Intelligence in Medicine College of Medicine Taipei Medical University Taipei Taiwan Clinical Big Data Research Center Taipei Medical University Hospital Taipei Taiwan TMU Research Center for Digestive Medicine Taipei Medical University Taipei Taiwan
In current genomic research, the widely used methods for predicting antimicrobial resistance (AMR) often rely on prior knowledge of known AMR genes or reference genomes. However, these methods have limitations, potent... 详细信息
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Research on Traffic Sign Detection and Recognition System Using Deep Ensemble Learning
Research on Traffic Sign Detection and Recognition System Us...
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IEEE International Conference on Computer Communication and the Internet (ICCCI)
作者: Lung-Jen Wang Taweelap Suwattanapunkul Jarinya Thalauy Parinya Jansengrat Department of Computer Science and Information Engineering National Pingtung University Pingtung Taiwan International Master Program in Information Technology and Applications International College National Pingtung University Pingtung Taiwan Department of Big Data Management and Analytics Rajamangala University of Technology Thanyaburi Pathum Thani Thailand
There is a rise in car accidents due to human errors on the road. A critical task of self-driving cars that can reduce accidents on the road is traffic sign detection and recognition (TSDR), which is vital in alerting... 详细信息
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Predicting Oil and Gas Pipe Wall Thickness Using Machine Learning
Predicting Oil and Gas Pipe Wall Thickness Using Machine Lea...
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2021 International Conference on data analytics for Business and Industry, ICDABI 2021
作者: Mohammed, Abdulrahim Hewahi, Nabil College of Science University of Bahrain Big Data Science and Analytics Program Sakhir Bahrain College of Information Technology University of Bahrain Department of Computer Science Sakhir Bahrain
Pipeline networks are crucial for process industries transportation and business operation. These vital elements, however, are highly exposed to material degradation due to corrosion that seriously impedes operational... 详细信息
来源: 评论
An Enhanced BERTopic Framework and Algorithm for Improving Topic Coherence and Diversity
An Enhanced BERTopic Framework and Algorithm for Improving T...
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IEEE International Conference on High Performance Computing and Communications (HPCC)
作者: Sahil Sawant Jinhong Yu Kirtikumar Pandya Chun-Kit Ngan Rolf Bardeli Data Science Program Worcester Polytechnic Institute Worcester MA USA Big Data & Consumer Analytics Vodafone GmbH Duesseldorf NRW Germany
In this paper, we enhance and customize the existing BERTopic framework to develop and implement an automated pipeline that delivers a more coherent and diverse set of topics with an even moderate dataset. More specif... 详细信息
来源: 评论
Random Forest vs. SVM vs. KNN in classifying Smartphone and Smartwatch sensor data using CRISP-DM
Random Forest vs. SVM vs. KNN in classifying Smartphone and ...
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Saleh, Sadiq Jaffer Ali, Sayed Qasim Zeki, Ahmed M. University of Bahrain Big Data Science Analytics Master Program Bahrain University of Bahrain College of Information Technology Deptartment of Information Systems Bahrain
Nowadays IoT sensors become one of the major sources of data, starting from home automation going to daily devices. Focusing on handsets that have the most significant contribution factor on data blooming and booming.... 详细信息
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Tweets Sentiment Analysis during COVID-19 Pandemic
Tweets Sentiment Analysis during COVID-19 Pandemic
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Alanezi, Maha A. Hewahi, Nabil M. University of Bahrain Big Data Science Analytics Master Program Collage of Science Sakhir Bahrain University of Bahrain Collage of Information Technology Department of Computer Science Sakhir Bahrain
The aim of this paper is to investigate the impact of social distance on people during COVID-19 pandemic using twitter sentiment analysis through a comparison between the k-means clustering and Mini-Batch k-means clus... 详细信息
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Prediction of Stock Price and Direction Using Neural Networks: datasets Hybrid Modeling Approach
Prediction of Stock Price and Direction Using Neural Network...
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Aradi, Mohamed Al Hewahi, Nabil Univestity of Bahain Sakhir Big Data Science Analytics Master Program Collage of Science Bahrain Univestity of Bahain Collage of Information Technology Department of Computer Science Sakhir Bahrain
Stock prices prediction is one of the most daunting tasks to achieve for day traders, investors, and data scientists. They are complex functions of a wide array of contributing factors that affects the movement dynami... 详细信息
来源: 评论