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Metaheuristics for Machine Learning

New Advances and Tools

Edición de Mansour Eddaly, Bassem Jarboui, Patrick Siarry ...

Series series Computer Science (R0)
Using metaheuristics to enhance machine learning techniques has become trendy and has achieved major successes in both supervised (classification and regression) and unsupervised (clustering and rule mining) problems. Furthermore, automatically generating programs via metaheuristics, as a form of evolutionary computation and swarm intelligence, has now gained widespread popularity. This book ... Leer más

$170.99 USD

Using metaheuristics to enhance machine learning techniques has become trendy and has achieved major successes in both supervised (classification and regression) and unsupervised (clustering and rule mining) problems. Furthermore, automatically generating programs via metaheuristics, as a form of evolutionary computation and swarm intelligence, has now gained widespread popularity. This book
... Leer más

Machine Learning for Data Streams

with Practical Examples in MOA

de Albert Bifet, Ricard Gavalda, Bernhard Pfahringer, Geoffrey Holmes ...

Series series Adaptive Computation and Machine Learning series
A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework.Today many information sources—including sensor networks, financial markets, social networks, and healthcare monitoring—are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, ... Leer más

$38.99 USD

A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework.Today many information sources—including sensor networks, financial markets, social networks, and healthcare monitoring—are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time,
... Leer más
Gmdh-methodology And Implementation In Matlab

de Godfrey C Onwubolu ...

Group method of data handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modelling has been developed to support complex systems in prediction, clusterization, system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine.This is the first ... Leer más

$38.99 USD

Group method of data handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modelling has been developed to support complex systems in prediction, clusterization, system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine.This is the first
... Leer más
Bioinspired Optimization Methods and Their Applications

8th International Conference, BIOMA 2018, Paris, France, May 16-18, 2018, Proceedings

Edición de Peter Korošec, Nouredine Melab, El-Ghazali Talbi ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the thoroughly refereed revised selected papers of the 10th International Conference on Bioinspired Optimization Models and Their Applications, BIOMA 2018, held in Paris, France, in May 2018.The 27 revised full papers were selected from 53 submissions and present papers in all aspects of bioinspired optimization research such as new algorithmic developments, high-impact ... Leer más

$49.49 USD

This book constitutes the thoroughly refereed revised selected papers of the 10th International Conference on Bioinspired Optimization Models and Their Applications, BIOMA 2018, held in Paris, France, in May 2018.The 27 revised full papers were selected from 53 submissions and present papers in all aspects of bioinspired optimization research such as new algorithmic developments, high-impact
... Leer más
Evolutionary Computation in Combinatorial Optimization

16th European Conference, EvoCOP 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings

Edición de Francisco Chicano, Bin Hu, Pablo García-Sánchez ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 16th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo*2015 events EuroGP, EvoMUSART and EvoApplications.The 17 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers cover methodology, ... Leer más

$49.49 USD

This book constitutes the refereed proceedings of the 16th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo*2015 events EuroGP, EvoMUSART and EvoApplications.The 17 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers cover methodology,
... Leer más
Artificial Life and Computational Intelligence

Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 – February 2, 2017, Proceedings

Edición de Markus Wagner, Tim Hendtlass, Xiaodong Li ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the Third Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2017, held in Geelong, VIC, Australia, in January/February 2017.The 32 papers presented in this volume were carefully reviewed and selected from 47 submissions. They were organized in topical sections named: artificial life and computational intelligence and ... Leer más

$49.49 USD

This book constitutes the refereed proceedings of the Third Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2017, held in Geelong, VIC, Australia, in January/February 2017.The 32 papers presented in this volume were carefully reviewed and selected from 47 submissions. They were organized in topical sections named: artificial life and computational intelligence and
... Leer más
Advances in Intelligent Data Analysis XVII

17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings

Edición de Wouter Duivesteijn, Arno Siebes, Antti Ukkonen ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the conference proceedings of the 17th International Symposium on Intelligent Data Analysis, which was held in October 2018 in ‘s-Hertogenbosch, the Netherlands. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The 29 full papers presented in this book were carefully reviewed and selected from 65 submissions. The papers ... Leer más

$49.99 USD

This book constitutes the conference proceedings of the 17th International Symposium on Intelligent Data Analysis, which was held in October 2018 in ‘s-Hertogenbosch, the Netherlands. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The 29 full papers presented in this book were carefully reviewed and selected from 65 submissions. The papers
... Leer más
Bioinspired Optimization Methods and Their Applications

10th International Conference, BIOMA 2022, Maribor, Slovenia, November 17–18, 2022, Proceedings

Edición de Marjan Mernik, Tome Eftimov, Matej Črepinšek ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 10th International Conference on Bioinspired Optimization Methods and Their Applications, BIOMA 2022, held in Maribor, Slovenia, in November 2022.The 19 full papers presented in this book were carefully reviewed and selected from 23 submissions.The papers in this BIOMA proceedings specialized in bioinspired algorithms as a means for solving the ... Leer más

$62.99 USD

This book constitutes the refereed proceedings of the 10th International Conference on Bioinspired Optimization Methods and Their Applications, BIOMA 2022, held in Maribor, Slovenia, in November 2022.The 19 full papers presented in this book were carefully reviewed and selected from 23 submissions.The papers in this BIOMA proceedings specialized in bioinspired algorithms as a means for solving the
... Leer más
Artificial Intelligence and Soft Computing

22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part I

Edición de Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada ...

Series Libro 1 - Springer Nature Proceedings Computer Science
The two-volume set LNAI 14125 and 14126 constitutes the refereed conference proceedings of the 22nd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2023, held in Zakopane, Poland, during June 18–22, 2023.The 84 revised full papers presented in these proceedings were carefully reviewed and selected from 175 submissions.The papers are organized in the following topical ... Leer más

$80.09 USD

The two-volume set LNAI 14125 and 14126 constitutes the refereed conference proceedings of the 22nd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2023, held in Zakopane, Poland, during June 18–22, 2023.The 84 revised full papers presented in these proceedings were carefully reviewed and selected from 175 submissions.The papers are organized in the following topical
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Applications of Evolutionary Computation

20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I

Edición de Giovanni Squillero, Kevin Sim ...

Series Libro 1 - Springer Nature Proceedings Computer Science
The two volumes LNCS 10199 and 10200 constitute the refereed conference proceedings of the 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017, held in Amsterdam, The Netherlands, in April 2017, collocated with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART.The 46 revised full papers presented together with 26 poster papers were carefully reviewed and ... Leer más

$89.09 USD

The two volumes LNCS 10199 and 10200 constitute the refereed conference proceedings of the 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017, held in Amsterdam, The Netherlands, in April 2017, collocated with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART.The 46 revised full papers presented together with 26 poster papers were carefully reviewed and
... Leer más
Artificial Intelligence and Soft Computing

17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I

Edición de Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada ...

Series Libro 1 - Springer Nature Proceedings Computer Science
The two-volume set LNAI 10841 and LNAI 10842 constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018, held in Zakopane, Poland in June 2018.The 140 revised full papers presented were carefully reviewed and selected from 242 submissions. The papers included in the first volume are organized in the following three parts: ... Leer más

$89.09 USD

The two-volume set LNAI 10841 and LNAI 10842 constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018, held in Zakopane, Poland in June 2018.The 140 revised full papers presented were carefully reviewed and selected from 242 submissions. The papers included in the first volume are organized in the following three parts:
... Leer más
Computational Intelligence

11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17–19, 2019, Revised Selected Papers

Edición de Juan Julián Merelo, Jonathan Garibaldi, Alejandro Linares-Barranco, Kevin Warwick, Kurosh Madani ...

Series series Springer Nature Proceedings excluding Computer Science
This present book includes a set of selected revised and extended versions of the best papers presented at the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) – held in Vienna, Austria, from 17 to 19 September 2019. The authors focus on three outstanding fields of Computational Intelligence through the selected panel, namely Evolutionary Computation, Fuzzy ... Leer más

$89.99 USD

This present book includes a set of selected revised and extended versions of the best papers presented at the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) – held in Vienna, Austria, from 17 to 19 September 2019. The authors focus on three outstanding fields of Computational Intelligence through the selected panel, namely Evolutionary Computation, Fuzzy
... Leer más

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Machine Learning for Data Streams

Gmdh-methodology And Implementation In Matlab

Bioinspired Optimization Methods and Their Applications

Evolutionary Computation in Combinatorial Optimization

Artificial Life and Computational Intelligence

Advances in Intelligent Data Analysis XVII

Bioinspired Optimization Methods and Their Applications

Artificial Intelligence and Soft Computing

Applications of Evolutionary Computation

Artificial Intelligence and Soft Computing

Computational Intelligence

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