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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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Temporal biomedical data analytics

Journal of biomedical informatics, 2019-02, Vol.90, p.103092-103092, Article 103092

2019

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Classification-driven temporal discretization of multivariate time series

Data mining and knowledge discovery, 2015-07, Vol.29 (4), p.871-913

2015

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Multivariate temporal data analysis ‐ a review

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2022-01, Vol.12 (1), p.e1430-n/a

Moskovitch, Robert

2022

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TIRPClo: efficient and complete mining of time intervals-related patterns

Data mining and knowledge discovery, 2023-09, Vol.37 (5), p.1806-1857

2023

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Classification of multivariate time series via temporal abstraction and time intervals mining

Knowledge and information systems, 2015-10, Vol.45 (1), p.35-74

2015

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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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Fast time intervals mining using the transitivity of temporal relations

Knowledge and information systems, 2015-01, Vol.42 (1), p.21-48

2015

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Temporal data analytics

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

2016

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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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Visualization of frequent temporal patterns in single or two populations

Journal of biomedical informatics, 2022-10, Vol.134, p.104169-104169, Article 104169

2022

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Continuous prediction of a time intervals-related pattern’s completion

Knowledge and information systems, 2023-11, Vol.65 (11), p.4797-4846

2023

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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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Consistent discovery of frequent interval-based temporal patterns in chronic patients’ data

Journal of biomedical informatics, 2017-11, Vol.75, p.83-95

2017

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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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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

Temporal biomedical data analytics

Classification-driven temporal discretization of multivariate time series

Multivariate temporal data analysis ‐ a review

TIRPClo: efficient and complete mining of time intervals-related patterns

Classification of multivariate time series via temporal abstraction and time intervals mining

INSTINCT: Inception-based Symbolic Time Intervals series classification

Fast time intervals mining using the transitivity of temporal relations

Temporal data analytics

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

Visualization of frequent temporal patterns in single or two populations

Continuous prediction of a time intervals-related pattern’s completion

Temporal pattern-based malicious activity detection in SCADA systems

Predictive temporal patterns discovery

Consistent discovery of frequent interval-based temporal patterns in chronic patients’ data

Decompiled APK based malicious code classification

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

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