Cláudia Antunes | Materials Science | Best Researcher Award
Mrs. Cláudia Antunes, University of Beira Interior, Portugal.
Publication profile
Googlescholar
Education and Experience
2021: Bachelor’s degree in Chemistry, University of Porto.
2022-present: Pursuing a Master’s degree in Industrial Chemistry at the University of Beira Interior.
2023: Published research on green composites in the journal Polymers.
Suitability For The Award
Professional Development
Awards and Honors
Publications
“Temporal data mining: An overview” by CM Antunes, AL Oliveira, KDD Workshop on Temporal Data Mining, 2001 – Cited by 493 
“Generalization of pattern-growth methods for sequential pattern mining with gap constraints” by C Antunes, AL Oliveira, Machine Learning and Data Mining in Pattern Recognition, 2003 – Cited by 109 
“A structured view on pattern mining-based biclustering” by R Henriques, C Antunes, SC Madeira, Pattern Recognition, 2015 – Cited by 87 
“Acquiring background knowledge for intelligent tutoring systems” by C Antunes, Educational Data Mining, 2008 – Cited by 69 
“Sequential pattern mining algorithms: Trade-offs between speed and memory” by C Antunes, AL Oliveira, 2nd Workshop on Mining Graphs, Trees and Sequences, 2004 – Cited by 56 
“Anticipating Students’ Failure As Soon As Possible” by C Antunes, Handbook of Educational Data Mining, 2010 – Cited by 36 
“Predicting teamwork results from social network analysis” by PT Crespo, C Antunes, Expert Systems, 2015 – Cited by 31 
“Accessing emotion patterns from affective interactions using electrodermal activity” by R Henriques, A Paiva, C Antunes, Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013 – Cited by 31 
. She completed her undergraduate degree in Chemistry at the University of Porto in 2021 and has since delved into green chemistry research
. Cláudia’s work on natural fiber-reinforced composites, particularly green epoxy composites reinforced with animal fibers like sheep and dog wool from Serra da Estrela, has already resulted in her first publication
. Her work showcases a commitment to eco-friendly materials, especially through her research on wool-reinforced epoxy composites. This innovative study explores the potential of animal fibers, like sheep and dog wool, to enhance mechanical properties in green composites. Cláudia’s dedication to materials innovation aims to address environmental concerns within industrial applications, promoting renewable and biodegradable resources
. Her hands-on experience with composite materials contributes significantly to the growing field of sustainable industrial chemistry.
, with an emphasis on animal fibers and sustainable alternatives in composite materials. Her study, published in Polymers, investigates how locally-sourced animal fibers like sheep and dog wool from Serra da Estrela can be used to enhance the mechanical behavior of green epoxy composites
. This research aims to reduce synthetic material reliance and increase renewable material use in industrial applications, aligning with global sustainability goals. Her work contributes to the innovation of eco-friendly materials for industrial and environmental advancements
Award Category Preference: Best Research Scholar Award.