Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science
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(FIVE YEARS 15)

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Published By Springer International Publishing

9783030657413, 9783030657420

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Lightweight Temporal Self-attention for Classifying Satellite Images Time Series

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_12 ◽

2020 ◽

pp. 171-181

Author(s):

Vivien Sainte Fare Garnot ◽

Loic Landrieu

Keyword(s):

Time Series ◽

Satellite Images

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GANNSTER: Graph-Augmented Neural Network Spatio-Temporal Reasoner for Traffic Forecasting

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_5 ◽

2020 ◽

pp. 63-76

Author(s):

Carlos Salort Sánchez ◽

Alexander Wieder ◽

Paolo Sottovia ◽

Stefano Bortoli ◽

Jan Baumbach ◽

...

Keyword(s):

Neural Network ◽

Traffic Forecasting ◽

Spatio Temporal

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On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0)

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_1 ◽

2020 ◽

pp. 3-18

Author(s):

Anthony Bagnall ◽

Michael Flynn ◽

James Large ◽

Jason Lines ◽

Matthew Middlehurst

Keyword(s):

And Performance

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A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_6 ◽

2020 ◽

pp. 77-94

Author(s):

Thu Trang Nguyen ◽

Thach Le Nguyen ◽

Georgiana Ifrim

Keyword(s):

Time Series ◽

Time Series Classification

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Ordinal Versus Nominal Time Series Classification

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_2 ◽

2020 ◽

pp. 19-29

Author(s):

David Guijo-Rubio ◽

Pedro Antonio Gutiérrez ◽

Anthony Bagnall ◽

César Hervás-Martínez

Keyword(s):

Time Series ◽

Time Series Classification

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Creating and Characterising Electricity Load Profiles of Residential Buildings

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_13 ◽

2020 ◽

pp. 182-203

Author(s):

James Fitzpatrick ◽

Paula Carroll ◽

Deepak Ajwani

Keyword(s):

Residential Buildings ◽

Electricity Load

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Demand Forecasting in the Presence of Privileged Information

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_4 ◽

2020 ◽

pp. 46-62

Author(s):

Mozhdeh Ariannezhad ◽

Sebastian Schelter ◽

Maarten de Rijke

Keyword(s):

Demand Forecasting ◽

Privileged Information

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Visual Analytics for Extracting Trends from Spatio-temporal Data

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_9 ◽

2020 ◽

pp. 122-137

Author(s):

Michiel Dhont ◽

Elena Tsiporkova ◽

Tom Tourwé ◽

Nicolás González-Deleito

Keyword(s):

Visual Analytics ◽

Temporal Data ◽

Spatio Temporal

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“J’veux du Soleil” Towards a Decade of Solar Irradiation Data (La Réunion Island, SW Indian Ocean)

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_8 ◽

2020 ◽

pp. 113-121

Author(s):

Mathieu Delsaut ◽

Patrick Jeanty ◽

Béatrice Morel ◽

Dominique Gay

Keyword(s):

Indian Ocean ◽

Solar Irradiation ◽

Reunion Island ◽

La Réunion ◽

Réunion Island ◽

Sw Indian Ocean ◽

La Réunion Island

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A Feature Selection Method for Multi-dimension Time-Series Data

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-65742-0_15 ◽

2020 ◽

pp. 220-231

Author(s):

Bahavathy Kathirgamanathan ◽

Pádraig Cunningham

Keyword(s):

Time Series ◽

Feature Selection ◽

Time Series Data ◽

Feature Selection Method ◽

Selection Method ◽

Series Data

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Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Lightweight Temporal Self-attention for Classifying Satellite Images Time Series

GANNSTER: Graph-Augmented Neural Network Spatio-Temporal Reasoner for Traffic Forecasting

On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0)

A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification

Ordinal Versus Nominal Time Series Classification

Creating and Characterising Electricity Load Profiles of Residential Buildings

Demand Forecasting in the Presence of Privileged Information

Visual Analytics for Extracting Trends from Spatio-temporal Data

“J’veux du Soleil” Towards a Decade of Solar Irradiation Data (La Réunion Island, SW Indian Ocean)

A Feature Selection Method for Multi-dimension Time-Series Data

Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science
Latest Publications