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Pro-cycling team cyclist assignment for an upcoming race

PloS one, 2024-03, Vol.19 (3), p.e0297270-e0297270

2024

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Predicting childhood obesity using electronic health records and publicly available data

PloS one, 2019-04, Vol.14 (4), p.e0215571-e0215571

2019

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Artificial Intelligence in Medicine: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings

1st ed. 2020., 2020

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Clinical factors associated with rapid treatment of sepsis

PloS one, 2021-05, Vol.16 (5), p.e0250923-e0250923

2021

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The Univariate Flagging Algorithm (UFA): An interpretable approach for predictive modeling

PloS one, 2019-10, Vol.14 (10), p.e0223161-e0223161

2019

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The Semantic Adjacency Criterion in Time Intervals Mining

Big data and cognitive computing, 2023-12, Vol.7 (4), p.173

2023

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Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

PloS one, 2019-07, Vol.14 (7), p.e0218942-e0218942

2019

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INSTINCT: Inception-based Symbolic Time Intervals series classification

Information sciences, 2023-09, Vol.642, p.119147, Article 119147

2023

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Temporal data analytics

Journal of biomedical informatics, 2016-08, Vol.62, p.276-277

2016

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Event prediction by estimating continuously the completion of a single temporal pattern’s instances

Journal of biomedical informatics, 2024-08, Vol.156, p.104665, Article 104665

2024

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Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic

KI 2007: Advances in Artificial Intelligence, p.44-50

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Pkg2Vec: Hierarchical package embedding for code authorship attribution

Future generation computer systems, 2021-03, Vol.116, p.49-60

2021

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Novel active learning methods for enhanced PC malware detection in windows OS

Expert systems with applications, 2014-10, Vol.41 (13), p.5843-5857

2014

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User identity verification via mouse dynamics

Information sciences, 2012-10, Vol.201, p.19-36

2012

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Temporal pattern-based malicious activity detection in SCADA systems

Computers & security, 2021-03, Vol.102, p.102153, Article 102153

2021

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Predictive temporal patterns discovery

Expert systems with applications, 2023-09, Vol.226, p.119974, Article 119974

2023

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Decompiled APK based malicious code classification

Future generation computer systems, 2020-09, Vol.110, p.135-147

2020

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Introduction to the Special Track on Artificial Intelligence and COVID-19

The Journal of artificial intelligence research, 2023-01, Vol.76, p.523-525

2023

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THAAD: Efficient matching queries under temporal abstraction for anomaly detection

Performance evaluation, 2021-09, Vol.149-150, p.102219, Article 102219

2021

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Prediction of acute hypertensive episodes in critically ill patients

Artificial intelligence in medicine, 2023-05, Vol.139, p.102525-102525, Article 102525

2023

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Medical temporal-knowledge discovery via temporal abstraction

AMIA ... Annual Symposium proceedings, 2009-11, Vol.2009, p.452-456

2009

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Artificial Intelligence in Medicine: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25–28, 2020, Proceedings

2021

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Temporal patterns selection for All-Cause Mortality prediction in T2D with ANNs

Journal of biomedical informatics, 2022-10, Vol.134, p.104198-104198, Article 104198

2022

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All-cause mortality prediction in T2D patients with iTirps

Artificial intelligence in medicine, 2022-08, Vol.130, p.102325-102325, Article 102325

2022

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Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey

Information security technical report, 2009-02, Vol.14 (1), p.16-29

2009

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Pro-cycling team cyclist assignment for an upcoming race

Predicting childhood obesity using electronic health records and publicly available data

Artificial Intelligence in Medicine: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings

Clinical factors associated with rapid treatment of sepsis

The Univariate Flagging Algorithm (UFA): An interpretable approach for predictive modeling

The Semantic Adjacency Criterion in Time Intervals Mining

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

INSTINCT: Inception-based Symbolic Time Intervals series classification

Temporal data analytics

Event prediction by estimating continuously the completion of a single temporal pattern’s instances

Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic

Pkg2Vec: Hierarchical package embedding for code authorship attribution

Novel active learning methods for enhanced PC malware detection in windows OS

User identity verification via mouse dynamics

Temporal pattern-based malicious activity detection in SCADA systems

Predictive temporal patterns discovery

Decompiled APK based malicious code classification

Introduction to the Special Track on Artificial Intelligence and COVID-19

THAAD: Efficient matching queries under temporal abstraction for anomaly detection

Prediction of acute hypertensive episodes in critically ill patients

Medical temporal-knowledge discovery via temporal abstraction

Artificial Intelligence in Medicine: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25–28, 2020, Proceedings

Temporal patterns selection for All-Cause Mortality prediction in T2D with ANNs

All-cause mortality prediction in T2D patients with iTirps

Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey

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