网络物理系统理学硕士

课程模块Modules

• 理学硕士MSc
• 网络安全路径Cyber Security pathway
• 实验室评估laboratory evaluation
• surveys
• case studies
• 行动研究action research
• 广告特设网络Ad Hoc Networks
• Mobile Ad Hoc Networks (MANETs)
• Vehicular Ad Hoc Networks (VANETs)
• Disconnection/Disruption/Delay Tolerant Networks (DTNs)
• binary search trees (red-black trees)
• 动态编程dynamic programming
• graph-algorithms (eg shortest path, maximum flows)
• amortized analysis
• priority queues (binary, leftist and Fibonacci heaps)
• string algorithms (string matching, longest common subsequence)
• public-key cryptography (the RSA cryptosystem)
• the page-rank algorithm (from Google search)
• neural networks
• 机器学习基础machine learning foundations
• pattern recognition foundations
• artificial neural networks
• 深学习deep learning
• 应用机器学习applications of machine learning
• data mining techniques and evaluating hypotheses

必修Core modules

• 实验室评估laboratory evaluation
• surveys
• case studies
• 行动研究action research
• 广告特设网络Ad Hoc Networks
• Mobile Ad Hoc Networks (MANETs)
• Vehicular Ad Hoc Networks (VANETs)
• Disconnection/Disruption/Delay Tolerant Networks (DTNs)

选修Optional modules

• binary search trees (red-black trees)
• 动态编程dynamic programming
• graph-algorithms (eg shortest path, maximum flows)
• amortized analysis
• priority queues (binary, leftist and Fibonacci heaps)
• string algorithms (string matching, longest common subsequence)
• public-key cryptography (the RSA cryptosystem)
• the page-rank algorithm (from Google search)
• neural networks
• 机器学习基础machine learning foundations
• pattern recognition foundations
• artificial neural networks
• 深学习deep learning
• 应用机器学习applications of machine learning
• data mining techniques and evaluating hypotheses