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How does the Simulated Annealing Algorithm compare to the Tabu search algorithm when analysing their time complexities and solution quality/accuracy when solving the Knapsack Problem?
Computer Science (CS)
EE
B
Pro
To what extent can supervised deep learning algorithm of artificial neural network detect distributed denial of services, man-in-the-middle, ransomware, and cyber hijacking compared to supervised machine learning algorithms including k-nearest neighbor, support vector machine, and logistic regression deployed in a network intrusion system within the Internet of Medical Things?
Computer Science (CS)
EE
B
Pro
How do the A* and Lifelong Planning A* pathfinding algorithms contrast in terms of efficiency, accuracy, and scalability in grid graphs with moving obstacles?
Computer Science (CS)
EE
B
Pro
To what extent do the different architectures of MongoDB and MySQL when used with Python affect their performance with large amounts of data insertions?
Computer Science (CS)
EE
B
Pro
How do static and dynamic quantization techniques compare in optimizing the computational efficiency of deep learning models for computer vision applications while preserving accuracy?
Computer Science (CS)
EE
B
Pro
To what extent does the algorithmic matching process of Tinder demonstrate efficiency, enhance the user experience, and address privacy implications?
Computer Science (CS)
EE
D
Pro
To what extent is there a time complexity and output storage space difference between HEVC and AV1 codecs in terms of encoding?
Computer Science (CS)
EE
B
SL
To what degree does a used language in text data influence the compression of Entropy and Dictionary-based encoding using the Huffman and LZW algorithms?
Computer Science (CS)
EE
B
In the context of current generative AI technology, what protocols should students and teachers follow to ensure responsible and effective usage of AI tools in high school classrooms?
Computer Science (CS)
EE
D
Pro
How does the performance of a Bidirectional LSTM neural network compare to that of a LinearSVC in terms of classification accuracy, precision, recall, and F1 Score when analysing sentiments in financial news?
Computer Science (CS)
EE
A
SL
Pro