Citation sources

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2025
Forecasting high-impact research topics via machine learning on evolving knowledge graphs
Machine Learning: Science and Technology
2024
A temporal ontology guided clustering methodology with a case study on detection and tracking of artificial intelligence topics
Expert Systems with Applications
2024
Studies in Computational Intelligence
2024
Exploring Environmental, Social, and Governance (ESG) Discourse in News: An AI-Powered Investigation Through Knowledge Graph Analysis
IEEE Access
2024
Mapping Topic Evolution across the 40-Year-Old Long-Term Ecological Research MareChiara Site in the Gulf of Naples, Italy
Oceans
2023
Understanding relationship between topic selection and academic performance of scientific teams based on entity popularity trend
Aslib Journal of Information Management
2023
Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network
Nature Machine Intelligence
2022
The emergence of graphene research topics through interactions within and beyond
Quantitative Science Studies
2022
2022 IEEE International Conference on Big Data (Big Data)
2022
The AIDA Dashboard: A Web Application for Assessing and Comparing Scientific Conferences
IEEE Access
2022
A Temporal Ontology Guided Clustering Methodology with a Case Study on Detection and Tracking of Artificial Intelligence Topics
SSRN Electronic Journal
2022
2022 IEEE International Conference on Big Data (Big Data)
2022
Vec2Dynamics: A Temporal Word Embedding Approach to Exploring the Dynamics of Scientific Keywords—Machine Learning as a Case Study
Big Data and Cognitive Computing
2022
DAC: Descendant-aware clustering algorithm for network-based topic emergence prediction
Journal of Informetrics
2022
Analyzing the generalizability of the network-based topic emergence identification method
Semantic Web
2022
Evolution of Software Testing Strategies and Trends: Semantic Content Analysis of Software Research Corpus of the Last 40 Years
IEEE Access
2022
On predicting research grants productivity via machine learning
Journal of Informetrics
2021
Scholarly data mining: A systematic review of its applications
WIREs Data Mining and Knowledge Discovery
2021
Photovoltatronics: intelligent PV-based devices for energy and information applications
Energy & Environmental Science
2020
Communications in Computer and Information Science
2020
Lecture Notes in Computer Science
2020
ADD: Academic Disciplines Detector Based on Wikipedia
IEEE Access
2020
Parsimonious generalization of fuzzy thematic sets in taxonomies applied to the analysis of tendencies of research in data science
Information Sciences
2019
Reducing the effort for systematic reviews in software engineering
Data Science
2019
Measuring the impact of online personalisation: Past, present and future
International Journal of Human-Computer Studies
2019
2019 International Joint Conference on Neural Networks (IJCNN)
2018
Canyons pride and prejudice: Exploring the submarine canyon research landscape, a history of geographic and thematic bias
Progress in Oceanography
2018
Lecture Notes in Computer Science
2018
Transformations in Breakthrough Research: The Emergence of Mirnas as a Research Routine in Molecular Biology
Open Information Science
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