Formulation of rules for the scientific community using deep learning
In a deluge of scientific literature, it is important to build scientific quantitative rules (SQR)
that can be applied to researchers' quantitative data in order to produce a uniform format for …
that can be applied to researchers' quantitative data in order to produce a uniform format for …
Quantifying success in science: An overview
Quantifying success in science plays a key role in guiding funding allocations, recruitment
decisions, and rewards. Recently, a significant amount of progresses have been made …
decisions, and rewards. Recently, a significant amount of progresses have been made …
Evaluating the effectiveness of author-count based metrics in measuring scientific contributions
The assessment and evaluation of the academic influence of the researcher is a challenging
task. This task allows the scientific community to make valuable decisions, such as …
task. This task allows the scientific community to make valuable decisions, such as …
Measuring academic influence using heterogeneous author-citation networks
Academic influence has been traditionally measured by citation counts and metrics derived
from it, such as H-index and G-index. PageRank based algorithms have been used to give …
from it, such as H-index and G-index. PageRank based algorithms have been used to give …
Machine learning approach for effective ranking of researcher assessment parameters
The measurement and assessment of academic performance is now a fact of scientific life.
This assessment guides the scientific community in making significant judgments such as …
This assessment guides the scientific community in making significant judgments such as …
Large scale document categorization with fuzzy clustering
Clustering documents into coherent categories is a very useful and important step for
document processing and understanding. The introducing of fuzzy set theory into clustering …
document processing and understanding. The introducing of fuzzy set theory into clustering …
Evaluation of h-index and its citation intensity based variants in the field of mathematics
Assessing and evaluating the academic impact and its results produced by researchers is
necessary to promote the academic progress. A diverse and varied set of parameters have …
necessary to promote the academic progress. A diverse and varied set of parameters have …
The gene of scientific success
This article elaborates how to identify and evaluate causal factors to improve scientific
impact. Currently, analyzing scientific impact can be beneficial to various academic activities …
impact. Currently, analyzing scientific impact can be beneficial to various academic activities …
Ranking of author assessment parameters using Logistic Regression
The renowned international scientific societies nominate researchers for awards based on
qualitative judgments every year. Qualitative judgment uses subjective assessments based …
qualitative judgments every year. Qualitative judgment uses subjective assessments based …
PePSI: Personalized prediction of scholars' impact in heterogeneous temporal academic networks
The prediction of scholars' scientific impact plays a significant role in accelerating the
advancement of science, such as providing basis for the noble prizes, predicting the future …
advancement of science, such as providing basis for the noble prizes, predicting the future …