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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 different computer prediction models such as SVM, Random Forest, or Logistic Regression affect profit when forecasting stock market trends?
Computer Science (CS)
EE
A
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
The comparison of accuracy in content filtering between a custom Naive Bayes Machine Learning model and pre-trained language models, DistilBERT and ALBERT.
Computer Science (CS)
EE
A
HL
Pro
To what extent does the implementation of a collaborative-filtering algorithm using ALS enhance efficiency by providing personalized artist recommendation in Spotify app?
Computer Science (CS)
EE
B
Pro
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 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 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
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 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