On predicting research grants productivity via machine learning

Analyzing the relationship between text features and grants productivity

(2021) Jorge A. V. Tohalino et al.   SCIENTOMETRICS

Revealing semantic and emotional structure of suicide notes with cognitive network science

(2021) Andreia Sofia Teixeira et al.   Scientific Reports

Interdisciplinary researchers attain better long-term funding performance

(2021) Ye Sun et al.   Communications Physics

The Gene of Scientific Success

(2020) Xiangjie Kong et al.   ACM Transactions on Knowledge Discovery from Data

Three dimensions of scientific impact

(2020) Grzegorz Siudem et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Updated science-wide author databases of standardized citation indicators

(2020) John P. A. Ioannidis et al.   PLOS BIOLOGY

Classifier ensemble methods in feature selection

(2020) Hakan Ezgi Kiziloz   NEUROCOMPUTING

A new fuzzy k-nearest neighbor classifier based on the Bonferroni mean

(2020) Mahinda Mailagaha Kumbure et al.   PATTERN RECOGNITION LETTERS

Clustering algorithms: A comparative approach

(2019) Mayra Z. Rodriguez et al.   PLoS One

Measuring and exploring the geographic mobility of American professors from graduating institutions: Differences across disciplines, academic ranks, and genders

(2019) Zekai He et al.   Journal of Informetrics

Analyzing linguistic complexity and scientific impact

(2019) Chao Lu et al.   Journal of Informetrics

Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods

(2019) Gang Kou et al.   APPLIED SOFT COMPUTING

The revival of the Gini importance?

(2018) Stefano Nembrini et al.   BIOINFORMATICS

Extractive multi-document summarization using multilayer networks

(2018) Jorge V. Tohalino et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Science of science

(2018) Santo Fortunato et al.   SCIENCE

The science of science: From the perspective of complex systems

(2017) An Zeng et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Toward predicting research proposal success

(2017) Kevin W. Boyack et al.   SCIENTOMETRICS

Patterns of authors contribution in scientific manuscripts

(2017) Edilson A. Corrêa Jr. et al.   Journal of Informetrics

NIH peer review percentile scores are poorly predictive of grant productivity

(2016) Ferric C Fang et al.   eLife

The advantage of simple paper abstracts

(2016) Adrian Letchford et al.   Journal of Informetrics

Using network science and text analytics to produce surveys in a scientific topic

(2016) Filipi N. Silva et al.   Journal of Informetrics

The bibliometric analysis of scholarly production: How great is the impact?

(2015) Ole Ellegaard et al.   SCIENTOMETRICS

A Systematic Comparison of Supervised Classifiers

(2014) Diego Raphael Amancio et al.   PLoS One

Topological-collaborative approach for disambiguating authors’ names in collaborative networks

(2014) Diego R. Amancio et al.   SCIENTOMETRICS

How relevant is the predictive power of the h-index? A case study of the time-dependent Hirsch index

(2013) Michael Schreiber   Journal of Informetrics

Articles with short titles describing the results are cited more often

(2012) CE Paiva et al.   Clinics

On the use of topological features and hierarchical characterization for disambiguating names in collaborative networks

(2012) Diego R. Amancio et al.   EPL

Unveiling the relationship between complex networks metrics and word senses

(2012) Diego R. Amancio et al.   EPL

Predicting scientific success

(2012) Daniel E. Acuna et al.   NATURE

Comparing intermittency and network measurements of words and their dependence on authorship

(2011) Diego Raphael Amancio et al.   NEW JOURNAL OF PHYSICS

A learning method for the class imbalance problem with medical data sets

(2010) Der-Chiang Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The effect of scholar collaboration on impact and quality of academic papers

(2010) Massimo Franceschet et al.   Journal of Informetrics

Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience

(2009) Ismael Rafols et al.   SCIENTOMETRICS

The h-index of h-index and of other informetric topics

(2008) Judit Bar-Ilan   SCIENTOMETRICS