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论文引用量 VS H 指数

发布时间:2026-03-17 14:32:11资源ID:2031261879845163009资源类型:免费

该数据集《Papers Citations VS H - index》主要用于监督学习任务,数据形态以表格为主。 题目说明:Computer science papers along with H - Index & Citations over time 任务类型:表格监督学习。 建议流程:先做缺失值/异常值处理与特征编码,再比较逻辑回归、随机森林、XGBoost。 评估建议:使用分层切分或交叉验证,优先关注 F1、Recall、AUC 等分类指标。 可用文件:data.csv。 CS Researchers H - index and Citation Analysis A New Method to Evaluate Impact _____ About this dataset This dataset provides information on the H - index and citations of computer science researchers. The H - index is a measure of a researcher's productivity and impact. The higher the H - index, the more productive and influential the researcher is. Citations are another way of measuring a researcher's impact. The more citations a researcher has, the more other researchers have cited their work. This dataset can be used to compare the productivity and impact of computer science researchers How to use the dataset To use this dataset, simply download it and import it into your favorite statistical software. Then, you can begin to analyze the data in order to answer any questions that you may have about computer science researchers and their impact Research Ideas

论文引用量 VS H 指数

摘要概览

该数据集《Papers Citations VS H - index》主要用于监督学习任务,数据形态以表格为主。 题目说明:Computer science papers along with H - Index & Citations over time

任务类型:表格监督学习。

建议流程:先做缺失值/异常值处理与特征编码,再比较逻辑回归、随机森林、XGBoost。

评估建议:使用分层切分或交叉验证,优先关注 F1、Recall、AUC 等分类指标。

可用文件:data.csv。

CS Researchers H - index and Citation Analysis A New Method to Evaluate Impact _____

About this dataset This dataset provides information on the H - index and citations of computer science researchers. The H - index is a measure of a researcher's productivity and impact. The higher the H - index, the more productive and influential the researcher is. Citations are another way of measuring a researcher's impact.

The more citations a researcher has, the more other researchers have cited their work. This dataset can be used to compare the productivity and impact of computer science researchers

How to use the dataset To use this dataset, simply download it and import it into your favorite statistical software. Then, you can begin to analyze the data in order to answer any questions that you may have about computer science researchers and their impact

Research Ideas