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Leetcode: H-Index

时间:2015-12-25 06:21:23      阅读:249      评论:0      收藏:0      [点我收藏+]
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.

Hint:

  1. An easy approach is to sort the array first.
  2. What are the possible values of h-index?
  3. A faster approach is to use extra space.

 

Sort first then scan: O(NlogN) time, O(1)space

use another array: O(N) time, O(N) space

我们额外使用一个大小为N+1的数组stats。stats[i]表示有多少文章被引用了i次,这里如果一篇文章引用大于N次,我们就将其当为N次,因为H指数不会超过文章的总数。为了构建这个数组,我们需要先将整个文献引用数组遍历一遍,对相应的格子加一。统计完后,我们从N向1开始遍历这个统计数组。如果遍历到某一个引用次数时,大于或等于该引用次数的文章数量,大于引用次数本身时,我们可以认为这是H指数。之所以不用再向下找,因为我们要取最大的H指数。那如何求大于或等于某个引用次数的文章数量呢?我们可以用一个变量,从高引用次的文章数累加下来。因为我们知道,如果有x篇文章的引用大于等于3次,那引用大于等于2次的文章数量一定是x加上引用次数等于2次的文章数量。

 1 public class Solution {
 2     public int hIndex(int[] citations) {
 3         int N = citations.length;
 4         int[] summary = new int[N+1];
 5         for (int m : citations) {
 6             if (m <= N) summary[m]++;
 7             else summary[N]++;
 8         }
 9         int sum = 0;
10         for (int j=summary.length-1; j>=0; j--) {
11             sum += summary[j]; //sum means # of papers that has citation greater than or equal to j
12             if (sum >= j) return j;
13         }
14         return 0;
15     }
16 }

 

Leetcode: H-Index

原文:http://www.cnblogs.com/EdwardLiu/p/5074786.html

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