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检索条件"机构=Big Data Science and Analytics Master Program"
39 条 记 录,以下是11-20 订阅
排序:
Comparing Naïve Bayes, Decision Tree and Logistic Regression Methods in Fraudulent Credit Card Transactions
Comparing Naïve Bayes, Decision Tree and Logistic Regressio...
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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. Homeed, Mawra T. Mohamed, Zahra S. Zeki, Ahmed M. University of Bahrain Big Data Science Analytics Master Program Collage of Science Sakhir Bahrain University of Bahrain Collage of Information Technology Department of Information System Sakhir Bahrain
data mining is utilized to explore banks' data to unravel any hidden scams and detect potential frauds. The aim of this paper is to compare between the Naïve Bayes, Decision Tree and Logistic Regression in fr... 详细信息
来源: 评论
Applying Parallel Processing to Improve the Computation Speed of K-Nearest Neighbor Algorithm
Applying Parallel Processing to Improve the Computation Spee...
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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. Alqaddoumi, Abdulla University of Bahrain Collage of Science Big Data Science and Analytics Master Program Sakhir Bahrain University of Bahrain Collage of Information Technology Department of Information System Sakhir Bahrain
K-Nearest Neighbor (KNN) is a widely used algorithm to gain an accurate and efficient classification. One of the drawbacks of the algorithm is the time required to calculate the distance for each point. In this paper,... 详细信息
来源: 评论
Quantum Fourier Transform of Atrial Fibrillation
Quantum Fourier Transform of Atrial Fibrillation
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Quantum Computing and Engineering (QCE), IEEE International Conference on
作者: Yu-Ching Chen Chih-Yu Chen Tsung-Wei Huang Chia-Ho Ou Master Program in Intelligent Computing and Big Data Chung Yuan Christian University Taoyuan Taiwan Quantum Information Center Chung Yuan Christian University Taoyuan Taiwan Department of Computer Science and Information Engineering National Pingtung University Pingtung Taiwan
Electrocardiograms (ECGs) are crucial for detecting cardiac diseases like atrial fibrillation (AF). Traditional analysis methods like fast Fourier transform (FFT) face challenges with increasing data complexity. This ... 详细信息
来源: 评论
Exploring the Relation between Blood Tests and Covid-19 Using Machine Learning
Exploring the Relation between Blood Tests and Covid-19 Usin...
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Almansoor, Mohamed Hewahi, Nabil M. University of Bahrain Big Data Science Analytics Program Bahrain University of Bahrain Department of Computer Science Bahrain
COVID-19 is a global pandemic that hit the world in 2019-2020 and caused massive losses. Every day, hundreds of thousands of tests are being done on possible infected cases. It usually takes several hours to get the r... 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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data analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI), International Conference on
作者: Sadiq Jaffer Saleh Sayed Qasim Ali Ahmed M. Zeki Big Data Science & Analytics Master Program University of Bahrain College of Information Technology University of 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
来源: 评论
The largest genome-wide association study for breast cancer in Taiwanese Han population
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Breast Cancer Research and Treatment 2024年 第2期203卷 291-306页
作者: Hsu, Yu-Ching Chen, Hung-Lin Cheng, Chi-Fung Chattopadhyay, Amrita Chen, Pei-Shan Lin, Che-Chen Chiang, Hsiu-Yin Liu, Ting-Yuan Huang, Chi-Hao Kuo, Chin-Chi Chuang, Eric Y. Lu, Tzu-Pin Tsai, Fuu-Jen Bioinformatics Program Taiwan International Graduate Program National Taiwan University Taipei Taiwan Bioinformatics Program Institute of Statistical Science Taiwan International Graduate Program Academia Sinica Taipei Taiwan Institute of Health Data Analytics and Statistics Department of Public Health College of Public Health National Taiwan University Taipei Taiwan Big Data Center China Medical University Hospital Taichung Taiwan Center for Translational Genomic Research Department of Medical Research China Medical University Hospital Taichung Taiwan Million-Person Precision Medicine Initiative Department of Medical Research China Medical University Hospital Taichung Taiwan Division of Breast Surgery Department of Surgery China Medical University Hospital Taichung Taiwan Division of Nephrology Department of Internal Medicine China Medical University Hospital Taichung Taiwan Department of Medical Research China Medical University Hospital Taichung Taiwan Bioinformatics and Biostatistics Core Center of Genomic and Precision Medicine National Taiwan University Taipei Taiwan Graduate Institute of Biomedical Electronics and Bioinformatics National Taiwan University Taipei Taiwan Biomedical Technology and Device Research Laboratories Industrial Technology Research Institute Hsinchu Taiwan Genetic Center Department of Medical Research China Medical University Hospital Taichung Taiwan
Purpose: Breast cancer is a molecularly heterogeneous disease, and multiple genetic variants contribute to its development and prognosis. Most of previous genome-wide association studies (GWASs) and polygenic risk sco... 详细信息
来源: 评论
Exploring the Relation between Blood Tests and Covid-19 Using Machine Learning
Exploring the Relation between Blood Tests and Covid-19 Usin...
收藏 引用
data analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI), International Conference on
作者: Mohamed Almansoor Nabil M. Hewahi Big Data Science & Analytics Program University of Bahrain University of Bahrain
COVID-19 is a global pandemic that hit the world in 2019-2020 and caused massive losses. Every day, hundreds of thousands of tests are being done on possible infected cases. It usually takes several hours to get the r... 详细信息
来源: 评论
Comparing Naïve Bayes, Decision Tree and Logistic Regression Methods in Fraudulent Credit Card Transactions
Comparing Naïve Bayes, Decision Tree and Logistic Regressio...
收藏 引用
data analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI), International Conference on
作者: Maha A. Alanezi Mawra T. Homeed Zahra S. Mohamed Ahmed M. Zeki Big Data Science & Analytics Master Program University of Bahrain Sakhir Kingdom of Bahrain Collage of Information Technology University of Bahrain Sakhir Kingdom of Bahrain
data mining is utilized to explore banks' data to unravel any hidden scams and detect potential frauds. The aim of this paper is to compare between the Naïve Bayes, Decision Tree and Logistic Regression in fr... 详细信息
来源: 评论
Tweets Sentiment Analysis During COVID-19 Pandemic
Tweets Sentiment Analysis During COVID-19 Pandemic
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data analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI), International Conference on
作者: Maha A. Alanezi Nabil M. Hewahi Big Data Science & Analytics Master Program Collage of Science University of Bahrain Sakhir Kingdom of Bahrain Collage of Information Technology University of Bahrain Sakhir Kingdom of 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
来源: 评论
Quantum-Inspired Acceleration for Image Reconstruction on Ising Machines
Quantum-Inspired Acceleration for Image Reconstruction on Is...
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Quantum Computing and Engineering (QCE), IEEE International Conference on
作者: Yen-Jui Chang Hao-Yuan Chen Ying Chang Lu Lien-Po Yu Chao-Ming Fu Ching-Ray Chang Master Program in Intelligent Computing and Big Data Chung Yuan Christian University Taoyuan City Taiwan Department of Physics National Taiwan University Taipei Taiwan Fujitsu Taiwan Ltd. Taipei Taiwan Department of Computer Science University of London London United Kingdom Institute for Information Industry Taipei Taiwan Fo Guang University Yilan Taiwan Quantum Information Center Chung Yuan Christian University Taoyuan City Taiwan
The study investigates a quantum-inspired approach to image reconstruction using Ising machines and demonstrates its significant improvements over the contrastive divergence method in Restricted Boltzmann Machines tra... 详细信息
来源: 评论