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Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings (Paperback, 1st ed. 2022)
Tassadit Bouadi, Elisa Fromont, Eyke Hullermeier
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R2,360
Discovery Miles 23 600
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Ships in 10 - 15 working days
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This book constitutes the proceedings of the 20th International
Symposium on Intelligent Data Analysis, IDA 2022, which was held in
Rennes, France, during April 20-22, 2022. The 31 papers included in
this book were carefully reviewed and selected from 73 submissions.
They deal with high quality, novel research in intelligent data
analysis.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Wurzburg, Germany, September 16-20, 2019, Proceedings, Part III (Paperback, 1st ed. 2020)
Ulf Brefeld, Elisa Fromont, Andreas Hotho, Arno Knobbe, Marloes Maathuis, …
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R1,726
Discovery Miles 17 260
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Ships in 10 - 15 working days
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The three volume proceedings LNAI 11906 - 11908 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases, ECML PKDD 2019, held in
Wurzburg, Germany, in September 2019.The total of 130 regular
papers presented in these volumes was carefully reviewed and
selected from 733 submissions; there are 10 papers in the demo
track. The contributions were organized in topical sections named
as follows: Part I: pattern mining; clustering, anomaly and outlier
detection, and autoencoders; dimensionality reduction and feature
selection; social networks and graphs; decision trees,
interpretability, and causality; strings and streams; privacy and
security; optimization. Part II: supervised learning; multi-label
learning; large-scale learning; deep learning; probabilistic
models; natural language processing. Part III: reinforcement
learning and bandits; ranking; applied data science: computer
vision and explanation; applied data science: healthcare; applied
data science: e-commerce, finance, and advertising; applied data
science: rich data; applied data science: applications; demo track.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Wurzburg, Germany, September 16-20, 2019, Proceedings, Part II (Paperback, 1st ed. 2020)
Ulf Brefeld, Elisa Fromont, Andreas Hotho, Arno Knobbe, Marloes Maathuis, …
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R3,104
Discovery Miles 31 040
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Ships in 10 - 15 working days
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The three volume proceedings LNAI 11906 - 11908 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases, ECML PKDD 2019, held in
Wurzburg, Germany, in September 2019.The total of 130 regular
papers presented in these volumes was carefully reviewed and
selected from 733 submissions; there are 10 papers in the demo
track. The contributions were organized in topical sections named
as follows: Part I: pattern mining; clustering, anomaly and outlier
detection, and autoencoders; dimensionality reduction and feature
selection; social networks and graphs; decision trees,
interpretability, and causality; strings and streams; privacy and
security; optimization. Part II: supervised learning; multi-label
learning; large-scale learning; deep learning; probabilistic
models; natural language processing. Part III: reinforcement
learning and bandits; ranking; applied data science: computer
vision and explanation; applied data science: healthcare; applied
data science: e-commerce, finance, and advertising; applied data
science: rich data; applied data science: applications; demo track.
Chapter "Incorporating Dependencies in Spectral Kernels for
Gaussian Processes" is available open access under a Creative
Commons Attribution 4.0 International License via
link.springer.com.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Wurzburg, Germany, September 16-20, 2019, Proceedings, Part I (Paperback, 1st ed. 2020)
Ulf Brefeld, Elisa Fromont, Andreas Hotho, Arno Knobbe, Marloes Maathuis, …
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R3,122
Discovery Miles 31 220
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Ships in 10 - 15 working days
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The three volume proceedings LNAI 11906 - 11908 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases, ECML PKDD 2019, held in
Wurzburg, Germany, in September 2019.The total of 130 regular
papers presented in these volumes was carefully reviewed and
selected from 733 submissions; there are 10 papers in the demo
track. The contributions were organized in topical sections named
as follows: Part I: pattern mining; clustering, anomaly and outlier
detection, and autoencoders; dimensionality reduction and feature
selection; social networks and graphs; decision trees,
interpretability, and causality; strings and streams; privacy and
security; optimization. Part II: supervised learning; multi-label
learning; large-scale learning; deep learning; probabilistic
models; natural language processing. Part III: reinforcement
learning and bandits; ranking; applied data science: computer
vision and explanation; applied data science: healthcare; applied
data science: e-commerce, finance, and advertising; applied data
science: rich data; applied data science: applications; demo track.
Chapter "Heavy-tailed Kernels Reveal a Finer Cluster Structure in
t-SNE Visualisations" is available open access under a Creative
Commons Attribution 4.0 International License via
link.springer.com.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III (Paperback, 1st ed. 2016)
Bettina Berendt, Bjoern Bringmann, Elisa Fromont, Gemma Garriga, Pauli Miettinen, …
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R2,529
Discovery Miles 25 290
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Ships in 10 - 15 working days
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The three volume set LNAI 9851, LNAI 9852, and LNAI 9853
constitutes the refereed proceedings of the European Conference on
Machine Learning and Knowledge Discovery in Databases, ECML PKDD
2016, held in Riva del Garda, Italy, in September 2016. The 123
full papers and 16 short papers presented were carefully reviewed
and selected from a total of 460 submissions. The papers presented
focus on practical and real-world studies of machine learning,
knowledge discovery, data mining; innovative prototype
implementations or mature systems that use machine learning
techniques and knowledge discovery processes in a real setting;
recent advances at the frontier of machine learning and data mining
with other disciplines. Part I and Part II of the proceedings
contain the full papers of the contributions presented in the
scientific track and abstracts of the scientific plenary talks.
Part III contains the full papers of the contributions presented in
the industrial track, short papers describing demonstration, the
nectar papers, and the abstracts of the industrial plenary talks.
This book constitutes the refereed conference proceedings of the
14th International Conference on Intelligent Data Analysis, which
was held in October 2015 in Saint Etienne. France. The 29 revised
full papers were carefully reviewed and selected from 65
submissions. The traditional focus of the IDA symposium series is
on end-to-end intelligent support for data analysis. The symposium
aims to provide a forum for inspiring research contributions that
might be considered preliminary in other leading conferences and
journals, but that have a potentially dramatic impact. To
facilitate this, IDA 2015 will feature two tracks: a regular
"Proceedings" track, as well as a "Horizon" track for early-stage
research of potentially ground-breaking nature.
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