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H-Index问题及解法

皮献
2023-12-01

问题描述:

Given an array of citations (each citation is a non-negative integer) of a researcher, write a function to compute the researcher's h-index.

According to the definition of h-index on Wikipedia: "A scientist has index h if h of his/her N papers have at least h citations each, and the other N − h papers have no more than h citations each."

For example, given citations = [3, 0, 6, 1, 5], which means the researcher has 5 papers in total and each of them had received 3, 0, 6, 1, 5 citations respectively. Since the researcher has 3 papers with at least 3 citations each and the remaining two with no more than 3 citations each, his h-index is 3.

Note: If there are several possible values for h, the maximum one is taken as the h-index.


问题分析:

H-index表示你被引用的文章次数至少为n的文章至少有n篇,利用bucket方法可以求解答案。

我们知道H-index最终不会超过n(数组的长度),所以引用次数大于n的就统计到buckets[n]中即可。


过程详见代码:

class Solution {
public:
    int hIndex(vector<int>& citations) {
        int n = citations.size();
		vector<int> buckets(n + 1,0);
		for (int c : citations) {
			if (c >= n) {
				buckets[n]++;
			}
			else {
				buckets[c]++;
			}
		}
		int count = 0;
		for (int i = n; i >= 0; i--) {
			count += buckets[i];
			if (count >= i) {
				return i;
			}
		}
		return 0;
    }
};


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