Literature DB >> 33799841

Human-Centric AI: The Symbiosis of Human and Artificial Intelligence.

Davor Horvatić1, Tomislav Lipic2.   

Abstract

Well-evidenced advances of data-driven complex machine learning approaches emerging within the so-called second wave of artificial intelligence (AI) fostered the exploration of possible AI applications in various domains and aspects of human life, practices, and society [...].

Entities:  

Keywords:  accountability; artificial intelligence; deep neural networks; explainability; fairness; human-centric AI; human-like learning; intelligence augmentation; interpretability; transparency

Year:  2021        PMID： 33799841      PMCID： PMC7998306          DOI： 10.3390/e23030332

Source DB:  PubMed          Journal:  Entropy (Basel)        ISSN： 1099-4300            Impact factor:   2.524


  10 in total

1.  From Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning.

Authors:  Ilona Kulikovskikh; Tomislav Lipic; Tomislav Šmuc
Journal:  Entropy (Basel)       Date:  2020-08-18       Impact factor: 2.524

2.  Benchmarking Attention-Based Interpretability of Deep Learning in Multivariate Time Series Predictions.

Authors:  Domjan Barić; Petar Fumić; Davor Horvatić; Tomislav Lipic
Journal:  Entropy (Basel)       Date:  2021-01-25       Impact factor: 2.524

3.  Optic Disc Segmentation Using Attention-Based U-Net and the Improved Cross-Entropy Convolutional Neural Network.

Authors:  Baixin Jin; Pingping Liu; Peng Wang; Lida Shi; Jing Zhao
Journal:  Entropy (Basel)       Date:  2020-07-30       Impact factor: 2.524

4.  Environmental Adaptation and Differential Replication in Machine Learning.

Authors:  Irene Unceta; Jordi Nin; Oriol Pujol
Journal:  Entropy (Basel)       Date:  2020-10-03       Impact factor: 2.524

5.  Exploring the Possibility of a Recovery of Physics Process Properties from a Neural Network Model.

Authors:  Marko Jercic; Nikola Poljak
Journal:  Entropy (Basel)       Date:  2020-09-07       Impact factor: 2.524

6.  Predicting the Critical Number of Layers for Hierarchical Support Vector Regression.

Authors:  Ryan Mohr; Maria Fonoberova; Zlatko Drmač; Iva Manojlović; Igor Mezić
Journal:  Entropy (Basel)       Date:  2020-12-29       Impact factor: 2.524

7.  Deep Neural Network Model for Approximating Eigenmodes Localized by a Confining Potential.

Authors:  Luka Grubišić; Marko Hajba; Domagoj Lacmanović
Journal:  Entropy (Basel)       Date:  2021-01-11       Impact factor: 2.524

8.  Deep Neural Networks for Behavioral Credit Rating.

Authors:  Andro Merćep; Lovre Mrčela; Matija Birov; Zvonko Kostanjčar
Journal:  Entropy (Basel)       Date:  2020-12-27       Impact factor: 2.524

9.  Visual Speech Recognition with Lightweight Psychologically Motivated Gabor Features.

Authors:  Xuejie Zhang; Yan Xu; Andrew K Abel; Leslie S Smith; Roger Watt; Amir Hussain; Chengxiang Gao
Journal:  Entropy (Basel)       Date:  2020-12-03       Impact factor: 2.524

10.  Personalized Image Classification by Semantic Embedding and Active Learning.

Authors:  Mofei Song
Journal:  Entropy (Basel)       Date:  2020-11-18       Impact factor: 2.524
  10 in total

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