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

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