dr inż. Aleksandra Karpus
Zatrudnienie
- Adiunkt w Katedra Inżynierii Oprogramowania
Media społecznościowe
Kontakt
- alekarpu@pg.edu.pl
Adiunkt
- Miejsce pracy
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Budynek A Elektroniki
pokój EA 646 otwiera się w nowej karcie - alekarpu@pg.edu.pl
Wybrane publikacje
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Automatic Emotion Recognition in Children with Autism: A Systematic Literature Review
The automatic emotion recognition domain brings new methods and technologies that might be used to enhance therapy of children with autism. The paper aims at the exploration of methods and tools used to recognize emotions in children. It presents a literature review study that was performed using a systematic approach and PRISMA methodology for reporting quantitative and qualitative results. Diverse observation channels and modalities...
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MobileNet family tailored for Raspberry Pi
With the advances in systems-on-a-chip technologies, there is a growing demand to deploy intelligent vision systems on low-cost microcomputers. To address this challenge, much of the recent research has focused on reducing the model size and computational complexity of contemporary convolutional neural networks (CNNs). The state-of-the-art lightweight CNN is MobileNetV3. However, it was designed to achieve a good trade-off between...
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Serendipitous Recommendations Through Ontology-Based Contextual Pre-filtering
Context-aware Recommender Systems aim to provide users with better recommendations for their current situation. Although evaluations of recommender systems often focus on accuracy, it is not the only important aspect. Often recommendations are overspecialized, i.e. all of the same kind. To deal with this problem, other properties can be considered, such as serendipity. In this paper, we study how an ontology-based and context-aware...
Uzyskane stopnie/tytuły naukowe
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2018-03-20
Nadanie stopnia naukowego
dr inż. Informatyka (Dziedzina nauk technicznych)
wyświetlono 2127 razy