Temporal Data Analysis – Bücher zum Thema Temporal Data Analysis finden und kaufen

Exploratory Analysis of Spatial and Temporal Data

Natalia Andrienko, Gennady Andrienko
Springer Berlin
213.99 € · Hardcover

Data Visualization GIS Geographical Information Systems Spatial Data Temporal Data Visual Analytics classification data analysis geographic data information system

Exploratory data analysis (EDA) is about detecting and describing patterns, trends, and relations in data, motivated by certain purposes of investigation. As something relevant is detected in data, new questions arise, causing specific parts to be viewed in more detail. So EDA has a significant appe...

Exploratory Analysis of Spatial and Temporal Data

Natalia Andrienko, Gennady Andrienko
Springer Berlin
213.99 € · eBook

Data Visualization GIS Geographical Information Systems Spatial Data Temporal Data Visual Analytics classification data analysis geographic data information system

Exploratory data analysis (EDA) is about detecting and describing patterns, trends, and relations in data, motivated by certain purposes of investigation. As something relevant is detected in data, new questions arise, causing specific parts to be viewed in more detail. So EDA has a significant appe...

Advanced Analysis and Learning on Temporal Data

Springer International Publishing
53.49 € · eBook

dimensionality reduction machine learning temporal data mining time series analysis time series representation classification fuzzy clustering graphical model kernel methods metric learning multivariate time series structure learning supervised classification SVM temporal data analysis

This book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016.  The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings f...

Exploratory Analysis of Spatial and Temporal Data

Natalia Andrienko, Gennady Andrienko
Springer Berlin
213.99 € · Paperback

Data Visualization GIS Geographical Information Systems Spatial Data Temporal Data Visual Analytics classification data analysis geographic data information system

Exploratory data analysis (EDA) is about detecting and describing patterns, trends, and relations in data, motivated by certain purposes of investigation. As something relevant is detected in data, new questions arise, causing specific parts to be viewed in more detail. So EDA has a significant appe...

Advanced Analysis and Learning on Temporal Data

Springer International Publishing
53.49 € · Paperback

dimensionality reduction machine learning temporal data mining time series analysis time series representation classification fuzzy clustering graphical model kernel methods metric learning multivariate time series structure learning supervised classification SVM temporal data analysis

This book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016.  The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings f...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
80.24 € · eBook

applied computing machine learning signal processing artificial intelligence data mining Mathematics of computing Time series analysis Information systems Spatial-temporal systems Data streaming Computing methodologies Supervised learning by classification Classification and regression trees Batch learning Instance-based learning

This volume LNCS 14343 constitutes the refereed proceedings of the 8th ECML PKDD Workshop, AALTD 2023, in Turin, Italy, in September 2023.   The 20 full papers were carefully reviewed and selected from 28 submissions. They are organized in the following topical section as follow...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
80.24 € · Paperback

applied computing machine learning signal processing artificial intelligence data mining Mathematics of computing Time series analysis Information systems Spatial-temporal systems Data streaming Computing methodologies Supervised learning by classification Classification and regression trees Batch learning Instance-based learning

This volume LNCS 14343 constitutes the refereed proceedings of the 8th ECML PKDD Workshop, AALTD 2023, in Turin, Italy, in September 2023.   The 20 full papers were carefully reviewed and selected from 28 submissions. They are organized in the following topical section as follow...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
53.49 € · eBook

time series analysis spatial-temporal systems supervised learning by classification classification and regression trees batch learning instance-based learning boosting forecasting computer networks data communication systems databases image processing internet machine learning network protocols

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Würzburg, Germany, in September 2019. The 7 full papers presented together with 9 poster papers were carefully reviewed and selected from 31 submissi...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
128.39 € · eBook

Data mining Time series analysis Spatial temporal systems Data streaming Supervised learning by classification Classification and regression trees Batch learning Instance-based learning Boosting Forecasting

This book constitutes the refereed proceedings of the 9th ECML PKDD workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2024, held in Vilnius, Lithuania, during September 9-13, 2024. The 8 full papers presented here were carefully reviewed and selected from 15 submiss...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
53.49 € · Paperback

Mathematics of computing Time series analysis Information systems Spatial-temporal systems Data mining Data streaming Computing methodologies Supervised learning by classification Classification and regression trees Batch learning Instance-based learning Boosting Forecasting

This book constitutes the revised selected papers of the 10th ECML PKDD workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2025, held in Porto, Portugal, on September 19, 2025. The 13 full papers presented here were carefully reviewed and selected from 22 submissions....

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
53.49 € · eBook

classification classification methods computer hardware correlation analysis economics engineering image processing learning mathematics network protocols signal processing

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020. The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions. The selected p...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
128.39 € · Paperback

Data mining Time series analysis Spatial temporal systems Data streaming Supervised learning by classification Classification and regression trees Batch learning Instance-based learning Boosting Forecasting

This book constitutes the refereed proceedings of the 9th ECML PKDD workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2024, held in Vilnius, Lithuania, during September 9-13, 2024. The 8 full papers presented here were carefully reviewed and selected from 15 submiss...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
53.49 € · Paperback

classification classification methods computer hardware correlation analysis economics engineering image processing learning mathematics network protocols signal processing

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020. The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions. The selected p...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
53.49 € · Paperback

time series analysis spatial-temporal systems supervised learning by classification classification and regression trees batch learning instance-based learning boosting forecasting computer networks data communication systems databases image processing internet machine learning network protocols

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Würzburg, Germany, in September 2019. The 7 full papers presented together with 9 poster papers were carefully reviewed and selected from 31 submissi...

Advanced Analytics and Learning on Temporal Data

Springer International Publishing
53.49 € · eBook

Mathematics of computing Time series analysis Information systems Spatial-temporal systems Data mining Data streaming Computing methodologies Supervised learning by classification Classification and regression trees Batch learning Instance-based learning Boosting Forecasting

This book constitutes the revised selected papers of the 10th ECML PKDD workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2025, held in Porto, Portugal, on September 19, 2025. The 13 full papers presented here were carefully reviewed and selected from 22 submissions....

Spatio-Temporal Data Analytics for Wind Energy Integration

Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Springer International Publishing
53.49 € · eBook

Distributional forecast Economic dispatch Graphical learning Markov chains Point forecast Short-term wind power forecast Spatio-temporal analysis Stochastic optimization Support vector machines Wind farm

This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are...

Spatio-Temporal Data Analytics for Wind Energy Integration

Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Springer International Publishing
53.49 € · Paperback

Distributional forecast Economic dispatch Graphical learning Markov chains Point forecast Short-term wind power forecast Spatio-temporal analysis Stochastic optimization Support vector machines Wind farm

This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are...

Advances in Intelligent Data Analysis XXIII

Springer International Publishing
171.19 € · Paperback

data mining foundations of AI/ML optimization explainable AI temporal mining representation learning statistical learning applications of AI natural language processing

This volume constitutes the proceedings of the 23rd International Symposium on Intelligent Data Analysis, IDA 2025, which was held in Konstanz, Germany, during May 7–9, 2025. The 35 full papers included in the proceedings were carefully reviewed and selected from 91 submissions. They were organize...

New Trends in Data Warehousing and Data Analysis

Springer US
106.99 € · Paperback

On-Line Analytical Processing complexity data analysis data cube processing data warehouse database development geographical data warehouse management modeling organization real-time ETL storage and index structures temporal & multiversion da

Most of modern enterprises, institutions, and organizations rely on knowledge-based management systems. In these systems, knowledge is gained from data analysis. Today, knowledge-based management systems include data warehouses as their core components. Data integrated in a data warehouse are analyz...

Advances in Intelligent Data Analysis XXIII

Springer International Publishing
171.19 € · eBook

data mining foundations of AI/ML optimization explainable AI temporal mining representation learning statistical learning applications of AI natural language processing

This volume constitutes the proceedings of the 23rd International Symposium on Intelligent Data Analysis, IDA 2025, which was held in Konstanz, Germany, during May 7–9, 2025. The 35 full papers included in the proceedings were carefully reviewed and selected from 91 submissions. They were organize...

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