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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
Does using different hashing algorithms such as Blake2 or SHA-256 alter the speed and security of blockchain technology?
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 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 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
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
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
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
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
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