Frontiers in Big Data | Research Topics

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Are Machine Learning, AI, and Big Data Tools Ready to be Used for Sustainable Development? Challenges, and limitations of current approaches

Vedran Sekara
Elisa Omodei
Dohyung Kim
Manuel Garcia-Herranz

48,057 views
7 articles

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Interpretable and Explainable Machine Learning Models in Oncology

Chunhao Wang
Tonghe Wang

24,326 views
6 articles

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Ethical Challenges in AI-enhanced Military Operations

George Lucas
Henrik Syse
Kirsi Helkala
Edward Barrett

80,995 views
11 articles

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Advances in Mathematical and Computational Oncology, Volume III

George Bebis
Dinler Amaral Antunes
Ken Chen
Mohammad Kohandel
Kathleen Wilkie
Mamoru Kato
Jinzhuang Dou

154,368 views
26 articles

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Towards a New 3Rs Era in Experimental Research

Christopher R. Cederroth
Marta L. Alves Da Silva
Annemarie Lang
Armand Mensen
Peter Bollen
Benjamin Victor Ineichen
Doris Wilflingseder
Jenny Stina-Maria Sandström
Serban Morosan

422,827 views
37 articles

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Computational Argumentation: a Foundation for Human-centric AI

Antonis Kakas
Loizos Michael
Emmanuelle Dietz

45,886 views
10 articles

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Perspectives in Digital Health and Big Data in Medicine: Current Trends, Professional Challenges, and Ethical, Legal, and Social Implications

João Valente Cordeiro
Liliana Laranjo

223,326 views
24 articles

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Multimodal Digital Approaches to Personalized Medicine

Valeria De Luca
Ieuan Clay
Akane Sano

63,889 views
8 articles

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Machine Learning on Complex Graphs

Yao Ma
Tyler Derr
Shirui Pan

43,709 views
5 articles

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Artificial Intelligence - Editors' Pick 2021

Thomas Hartung
Paolo Giudici
Elisa Fromont
Andrea Passerini
Shlomo Engelson Argamon
Jochen Papenbrock
Sergei Nirenburg
Giovanni Sileno
Radboud Winkels

88,554 views
8 articles

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AI and Healthcare Financial Management (HFM) towards Sustainable Development

Ananth Rao
Prof. Immanuel Azaad Moonesar
Arkalgud Ramaprasad
Wathiq Mansoor
NANDA KUMAR BIDARE SASTRY
Alicia Núñez
Dr. Manoj Kumar M V
ANNAPPA B
Karan Bhanot

114,811 views
11 articles

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Industrial Recommender Systems

Jianpeng Xu
Mohit Sharma
Philip Yu
George Karypis
Justin Basilico
Dawei Yin

24,732 views
5 articles

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Big Data Analytics to Advance Stroke and Cerebrovascular Disease: a tool to bridge translational and clinical research

Alexis Netis Simpkins
Hari Kishan Reddy Indupuru
Sean Isaac Savitz

104,048 views
27 articles

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Epitope Mapped Vaccines and Diagnostics for Emerging Pathogens

Tarek A. Ahmad
Adriana Harbuzariu

121,745 views
18 articles

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Narrow and General Intelligence: Embodied, Self-Referential Social Cognition and Novelty Production in Humans, AI and Robots

Emily S Cross
Sheri Marina Markose
Georg Northoff
Tony J Prescott
Karl Friston

68,884 views
13 articles

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Learning for Structured Knowledge, Reasoning, and Planning

Theophane Weber
Jessica B Hamrick
Tim Rocktäschel

20,161 views
4 articles

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Biomedical Informatics Applications in Rare Diseases

Qian Zhu
Yong-Zi Chen
Yanji Xu

31,805 views
6 articles

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Automated Data Curation and Data Governance Automation

John R Talburt
Lisa Ehrlinger
Justin Magruder

90,389 views
6 articles

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Data Science and Artificial Intelligence for (Better) Science

Corina Pascu
Jc Burgelman
Kuansan Wang

39,661 views
5 articles

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EHR Data Analytics and Knowledge Discovery

Tru Cao
Venet Osmani
Hulin Wu

34,596 views
4 articles

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Explainable Artificial Intelligence for Critical Healthcare Applications

Zhe He
Rui Zhang
Gayo Diallo
Zhengxing Huang
Benjamin S Glicksberg

60,341 views
5 articles

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Hunting for New Physics: Triggering, Real-Time Analysis and Anomaly Detection in High Energy Physics

Thea Aarrestad
Caterina Doglioni
Agnieszka Dziurda
Michael Spannowsky

21,274 views
5 articles

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Deep Learning with Limited Labeled Data for Vision, Audio, and Text

Palash Goyal
Leslie N Smith
Saurabh Sahu
Marko Orescanin
Sujit Rokka Chhetri

13,889 views
4 articles

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Big Data and Machine Learning in Sociology

Heinz Leitgöb
Tobias Wolbring
Dimitri Prandner

191,130 views
12 articles

281 Research Topics

research topics

Are Machine Learning, AI, and Big Data Tools Ready to be Used for Sustainable Development? Challenges, and limitations of current approaches

Interpretable and Explainable Machine Learning Models in Oncology

Ethical Challenges in AI-enhanced Military Operations

Advances in Mathematical and Computational Oncology, Volume III

Towards a New 3Rs Era in Experimental Research

Computational Argumentation: a Foundation for Human-centric AI

Perspectives in Digital Health and Big Data in Medicine: Current Trends, Professional Challenges, and Ethical, Legal, and Social Implications

Multimodal Digital Approaches to Personalized Medicine

Machine Learning on Complex Graphs

Artificial Intelligence - Editors' Pick 2021

AI and Healthcare Financial Management (HFM) towards Sustainable Development

Industrial Recommender Systems

Big Data Analytics to Advance Stroke and Cerebrovascular Disease: a tool to bridge translational and clinical research

Epitope Mapped Vaccines and Diagnostics for Emerging Pathogens

Narrow and General Intelligence: Embodied, Self-Referential Social Cognition and Novelty Production in Humans, AI and Robots

Learning for Structured Knowledge, Reasoning, and Planning

Biomedical Informatics Applications in Rare Diseases

Automated Data Curation and Data Governance Automation

Data Science and Artificial Intelligence for (Better) Science

EHR Data Analytics and Knowledge Discovery

Explainable Artificial Intelligence for Critical Healthcare Applications

Hunting for New Physics: Triggering, Real-Time Analysis and Anomaly Detection in High Energy Physics

Deep Learning with Limited Labeled Data for Vision, Audio, and Text

Big Data and Machine Learning in Sociology