Explain two advantages of the word embeddings approach over the bag-of-words model in text mining. Use an example of each advantage.

How does time series application (location-date-value(black carbon) or for stock application fit for list, stack, and queue in java?

Implement two versions of the successor function for the 8-puzzle: one that generates all the successors at once by copying and editing the 8-puzzle data structure, and one that generates one new successor each time it is called and works by modifying the parent state directly (and undoing the modifications as needed). Write versions of iterative deepening depth-first search that use these functions and compare their performance.

The improved algorithm for finding the occurrences of sequence P[1, . . . , m]in sequence T[1, . . . , n] can also be implemented in Perl in a straightforwardway, as shown in the following Perl script. Recall that the suffix array of thesequence T[1, . . . , n] will be a permutation of array positions 0, 1, . . . , n − 1,because Perl arrays do not start with position 1 but, rather, with position 0.