Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 11)

H-INDEX

(FIVE YEARS 0)

Published By Springer International Publishing

9783030767938, 9783030767945

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Introduction to Advances in Machine Learning/Deep Learning-Based Technologies

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_1 ◽

2021 ◽

pp. 1-5

Author(s):

George A. Tsihrintzis ◽

Maria Virvou ◽

Lakhmi C. Jain

Keyword(s):

Machine Learning ◽

Deep Learning

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Survey of Machine Learning Approaches in Radiation Data Analytics Pertained to Nuclear Security

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_6 ◽

2021 ◽

pp. 97-115

Author(s):

Miltiadis Alamaniotis ◽

Alexander Heifetz

Keyword(s):

Machine Learning ◽

Data Analytics ◽

Learning Approaches ◽

Radiation Data ◽

Nuclear Security

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AI for Cybersecurity: ML-Based Techniques for Intrusion Detection Systems

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_7 ◽

2021 ◽

pp. 117-140

Author(s):

Dilara Gumusbas ◽

Tulay Yildirim

Keyword(s):

Intrusion Detection ◽

Intrusion Detection Systems ◽

Detection Systems

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Computer-Human Mutual Training in a Virtual Laboratory Environment

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_4 ◽

2021 ◽

pp. 47-78

Author(s):

Vasilis Zafeiropoulos ◽

Dimitris Kalles

Keyword(s):

Virtual Laboratory ◽

Laboratory Environment

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AI in (and for) Games

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_3 ◽

2021 ◽

pp. 27-43

Author(s):

Kostas Karpouzis ◽

George A. Tsatiris

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A CU Depth Prediction Model Based on Pre-trained Convolutional Neural Network for HEVC Intra Encoding Complexity Reduction

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_11 ◽

2021 ◽

pp. 217-231

Author(s):

Jiaming Li ◽

Ming Yang ◽

Ying Xie ◽

Zhigang Li

Keyword(s):

Neural Network ◽

Prediction Model ◽

Convolutional Neural Network ◽

Complexity Reduction ◽

Model Based ◽

Depth Prediction

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Exploiting Semi-supervised Learning in the Education Field: A Critical Survey

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_5 ◽

2021 ◽

pp. 79-94

Author(s):

Georgios Kostopoulos ◽

Sotiris Kotsiantis

Keyword(s):

Supervised Learning ◽

Critical Survey ◽

Education Field

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A Comparison of Contemporary Methods on Univariate Time Series Forecasting

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_8 ◽

2021 ◽

pp. 143-168

Author(s):

Aikaterini Karanikola ◽

Charalampos M. Liapis ◽

Sotiris Kotsiantis

Keyword(s):

Time Series ◽

Time Series Forecasting ◽

Univariate Time Series

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Application of Deep Learning in Recurrence Plots for Multivariate Nonlinear Time Series Forecasting

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_9 ◽

2021 ◽

pp. 169-185

Author(s):

Sun Arthur A. Ojeda ◽

Elmer C. Peramo ◽

Geoffrey A. Solano

Keyword(s):

Time Series ◽

Deep Learning ◽

Nonlinear Time Series ◽

Time Series Forecasting ◽

Recurrence Plots

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A Formal and Statistical AI Tool for Complex Human Activity Recognition

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies ◽

10.1007/978-3-030-76794-5_10 ◽

2021 ◽

pp. 189-216

Author(s):

Anargyros Angeleas ◽

Nikolaos Bourbakis

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

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Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based TechnologiesLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Introduction to Advances in Machine Learning/Deep Learning-Based Technologies

Survey of Machine Learning Approaches in Radiation Data Analytics Pertained to Nuclear Security

AI for Cybersecurity: ML-Based Techniques for Intrusion Detection Systems

Computer-Human Mutual Training in a Virtual Laboratory Environment

AI in (and for) Games

A CU Depth Prediction Model Based on Pre-trained Convolutional Neural Network for HEVC Intra Encoding Complexity Reduction

Exploiting Semi-supervised Learning in the Education Field: A Critical Survey

A Comparison of Contemporary Methods on Univariate Time Series Forecasting

Application of Deep Learning in Recurrence Plots for Multivariate Nonlinear Time Series Forecasting

A Formal and Statistical AI Tool for Complex Human Activity Recognition

Learning and Analytics in Intelligent Systems - Advances in Machine Learning/Deep Learning-based Technologies
Latest Publications