فهرست مطالب:
Business Data Science: Fintech, Management, and Analytics Locally Linear Embedding for High-Frequency Trading Marker Discovery. . . 3 Implied Volatility Pricing with Selective Learning. . . . . . . . . . . . . . . . . . . . 18 A High-Performance Basketball Game Forecast Using Magic Feature Extraction . . . . . . . . . . . . . . . 35 A Study on the Effect of Flexible Human Resource Practice on Group Citizenship Behavior . . . . . . . . . . . . . 51 Patent Text Mining on Technology Evolution Path in 5G Communication Field . . . . . . . . . . . . . . . . . 65 Research on Advertising Click-Through Rate Prediction Model Based on Ensemble Learning . . . . . . . . . . 82 Health and Biological Data Science An Integrated Robust Graph Regularized Non-negative Matrix Factorization for Multi-dimensional Genomic Data Analysis. . . . . . . . . . . . . 97 Hyper-graph Robust Non-negative Matrix Factorization Method for Cancer Sample Clustering and Feature Selection . . . . . . . . . . . . . . . . . . 112 Association of PvuII and XbaI Polymorphisms in Estrogen Receptor Alpha (ESR1) Gene with the Chronic Hepatitis B Virus Infection. . . . . . . . . . . . . . 126 Inferring Communities and Key Genes of Triple Negative Breast Cancer Based on Robust Principal Component Analysis and Network Analysis . . . . . 137 A Novel Multiple Sequence Alignment Algorithm Based on Artificial Bee Colony and Particle Swarm Optimization. . . . . . . . . . . . . . . . . . . . . . . 152 A Flexible and Comprehensive Platform for Analyzing Gene Expression Data . . . . . . .. . . . . . . . . . . 170 Classification of Liver Cancer Images Based on Deep Learning . . . . . . . . . . 184 DSNPCMF: Predicting MiRNA-Disease Associations with Collaborative Matrix Factorization Based on Double Sparse and Nearest Profile . . . . . . . . . 196 Novel Data Science Theory and Applications Exploring Blockchain in Speech Recognition . . . . . . . . . . . . . 211 Automatic Segmentation of Mitochondria from EM Images via Hierarchical Context Forest . . . . . . . . . . . . . 221 Generating the n-tuples of Natural Numbers by Enzymatic Numerical P System . . . . . . . . . . . . . . . . . . . . . . 234 DNA Self-assembly Computing Model for the Course Timetabling Problem . . . . . . . . . . . . . . . . . . . . . . . . . 245 Optimization of GenoCAD Design Based on AMMAS . . . . . . . . . . . . . . . . 254 Node Isolated Strategy Based on Network Performance Gain Function: Security Defense Trade-Off Strategy Between Information Transmission and Information Security . . . . . . . . . .. . . . . 272 Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287
مشخصات فایل
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عنوان (Title): |
Recent Advances in Data Science_ Third International Conference on Data Science, Medicine, and Bioin |
نام فایل (File name): |
626-www.GeneProtocols.ir-Recent Advances in Data Science_ Third International Conference on Data Science, Medicine, and Bioin.pdf |
نام فارسی فایل (Persian name): |
پیشرفت های جدید در علم داده- سومین کنفرانس بین المللی علم داده، پزشکی و بیوانفورماتیک |
ایجاد کننده: |
Henry Han, Tie Wei, Wenbin Liu, Fei Han |
زبان (Language): |
انگلیسی English |
سال انتشار: |
2020 |
شابک ISBN: |
9789811587597, 9789811587603 |
نوع سند (Doc. type): |
کتاب |
فرمت (File extention): |
PDF |
حجم فایل (File size): |
28/7 |
تعداد صفحات (Book length in pages): |
295 |
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