Publicatii recente
Tag: data mining
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Detecting Communities in Networks: a Decentralized Approach Based on Multiagent Reinforcement Learning (2020)
Abstract An important problem in network science is finding relevant community structures in complex networks. A community structure is a partition of the network nodes into clusters or modules, such […]
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Stochastic remote neighborhoods control GrowCut’s segmentation semantics (2020)
Citare Marginean, R., Andreica, A., Diosan, L., Bálint, Z., Stochastic remote neighborhoods control GrowCut’s segmentation semanticsMECO45 45th Conference of the Middle European Cooperation in Statistical Physics , 2020
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Developing Smart Edutainment for Preschoolers. A Multidisciplinary Approach (2020)
Abstract Education has suffered multiple changes due to technological progress. Even though the current generation of preschoolers (aged 3 to 6 years in our country) is called digital native, there […]
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Evolutionary curriculum learning approach for transferable cellular automata rule optimization (2020)
Abstract This paper proposes a novel method for supervised optimization of cellular automata rules using curriculum learning. The optimized edge detector manages to generalize a rule from synthetic data that […]
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A Step Towards Preschoolers’ Satisfaction Assessment Support by Facial Expression Emotions Identification (2020)
Abstract Children of nowadays grow in a digital landscape, so education has embraced the advantages brought by the multimedia technology progress. Appropriate interactive learning experiences positively influence learners’ performance. However, […]
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An initial study of feature extraction’s methods in facial expression recognition (2019)
Abstract Facial Expression Recognition is a sub-branch of Affective Computing that specializes in extracting human emotions and facial features from visual input (images and videos) and tagging them to specific […]
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A Transfer Learning Approach on the Optimization of Edge Detectors for Medical Images Using Particle Swarm Optimization (2021)
Abstract Edge detection is a fundamental image analysis task, as it provides insight on the content of an image. There are weaknesses in some of the edge detectors developed until […]
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Students perception on the impact of their involvement in the learning process: an empirical study (2021)
Abstract Nowadays, when the changes that appear in programming paradigms and in software process development methodologies are extremely frequent, teaching a Software Engineering related course has become a demanding task. […]
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Towards Accessibility in Education. An Ontology based approach (2021)
Abstract As the world changes, so does the future of our students. In this respect, the evolution of the technology comes up with specific environments for educational purpose. Building smart […]
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A Comparative Analysis of Similarity Measures in Memory-Based Collaborative Filtering (2019)
Abstract Recommendation Systems are powerful tools generating relevant suggestions for customers, as support in the decision-making process. The most sensitive step in the recommendation process is the choice of the […]
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