Frontiers in Artificial Intelligence

Original Research

Published on 02 Oct 2024

Generative AI with WGAN-GP for boosting seizure detection accuracy

in Medicine and Public Health

Lina Abou-Abbas
Khadidja Henni
Imene Jemal
Neila Mezghani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1437315

2,620 views
5 citations

Original Research

Published on 02 Oct 2024

Modeling disagreement in automatic data labeling for semi-supervised learning in Clinical Natural Language Processing

in Medicine and Public Health

Hongshu Liu
Nabeel Seedat
Julia Ive

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1374162

1,086 views

Original Research

Published on 01 Oct 2024

Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking

in Medicine and Public Health

Leila Aissaoui Ferhi
Manel Ben Amar
Fethi Choubani
Ridha Bouallegue

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1397388

5,111 views
5 citations

Original Research

Published on 01 Oct 2024

The application of explainable artificial intelligence methods to models for automatic creativity assessment

in Pattern Recognition

Anastasia S. Panfilova
Ekaterina A. Valueva
Ivan Y. Ilyin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1310518

2,432 views
1 citation

Methods

Published on 25 Sep 2024

Efficient incremental training using a novel NMT-SMT hybrid framework for translation of low-resource languages

in Natural Language Processing

Kumar Bhuvaneswari
Murugesan Varalakshmi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1381290

1,652 views
5 citations

Hypothesis and Theory

Published on 25 Sep 2024

Algorithmic management and human-centered task design: a conceptual synthesis from the perspective of action regulation and sociomaterial systems theory

in AI in Business

Carsten Röttgen
Britta Herbig
Tobias Weinmann
Andreas Müller

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1441497

3,068 views
1 citation

Review

Published on 24 Sep 2024

Artificial intelligence and machine learning applications for cultured meat

in AI in Food, Agriculture and Water

Michael E. Todhunter
Sheikh Jubair
Ruchika Verma
Rikard Saqe
Kevin Shen
Breanna Duffy

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1424012

13,947 views
11 citations

Original Research

Published on 24 Sep 2024

Anomaly detection via Gumbel Noise Score Matching

in Machine Learning and Artificial Intelligence

Ahsan Mahmood
Junier Oliva
Martin Andreas Styner

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1441205

1,352 views
1 citation

Original Research

Published on 23 Sep 2024

Towards enhanced creativity in fashion: integrating generative models with hybrid intelligence

in AI in Business

Alexander Ryjov
Vagan Kazaryan
Andrey Golub
Alina Egorova

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1460217

3,930 views

Methods

Published on 23 Sep 2024

Image restoration in frequency space using complex-valued CNNs

in Pattern Recognition

Zafran Hussain Shah
Marcel Müller
Wolfgang Hübner
Henning Ortkrass
Barbara Hammer
Thomas Huser
Wolfram Schenck

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1353873

2,239 views

Original Research

Published on 20 Sep 2024

MLGCN: an ultra efficient graph convolutional neural model for 3D point cloud analysis

in Machine Learning and Artificial Intelligence

Mohammad Khodadad
Ali Shiraee Kasmaee
Hamidreza Mahyar
Morteza Rezanejad

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1439340

2,421 views
2 citations

Methods

Published on 20 Sep 2024

A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers

in Machine Learning and Artificial Intelligence

Ephrem Tibebe Mekonnen
Luca Longo
Pierpaolo Dondio

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1381921

2,391 views
1 citation

Original Research

Published on 18 Sep 2024

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction

in AI in Food, Agriculture and Water

Jana Kierdorf
Timo Tjarden Stomberg
Lukas Drees
Uwe Rascher
Ribana Roscher

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1416323

1,765 views

Original Research

Published on 18 Sep 2024

David vs. Goliath: comparing conventional machine learning and a large language model for assessing students' concept use in a physics problem

in Machine Learning and Artificial Intelligence

Fabian Kieser
Paul Tschisgale
Sophia Rauh
Xiaoyu Bai
Holger Maus
Stefan Petersen
Manfred Stede
Knut Neumann
Peter Wulff

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1408817

2,842 views
4 citations

Original Research

Published on 18 Sep 2024

Uncertainty quantification in multi-class image classification using chest X-ray images of COVID-19 and pneumonia

in Machine Learning and Artificial Intelligence

Albert Whata
Katlego Dibeco
Kudakwashe Madzima
Ibidun Obagbuwa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1410841

3,252 views
2 citations

Review

Published on 17 Sep 2024

Evolving intellectual property landscape for AI-driven innovations in the biomedical sector: opportunities in stable IP regime for shared success

in Medicine and Public Health

Abhijit Poddar
S. R. Rao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1372161

18,732 views
5 citations