MARC details
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03013nam a2200433Ia 4500 |
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03954nam a22004575i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
978-3-031-43430-3 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20240319121037.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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230916s2023 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783031434303 |
| -- |
978-3-031-43430-3 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
6.3 |
| 245 ## - TITLE STATEMENT |
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| Title |
Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track |
| Statement of responsibility, etc. |
edited by Gianmarco De Francisci Morales, Claudia Perlich, Natali Ruchansky, Nicolas Kourtellis, Elena Baralis, Francesco Bonchi. |
| Medium |
[electronic resource] : |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
1st ed. 2023. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Cham |
| Name of publisher, distributor, etc. |
Springer Nature Switzerland |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
LIV, 381 p. 134 illus., 131 illus. in color. |
| Other physical details |
online resource. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models; Graph Contrastive Learning. Part III: Graph Neural Networks; Graphs; Interpretability; Knowledge Graphs; Large-scale Learning. Part IV: Natural Language Processing; Neuro/Symbolic Learning; Optimization; Recommender Systems; Reinforcement Learning; Representation Learning. Part V: Robustness; Time Series; Transfer and Multitask Learning. Part VI: Applied Machine Learning; Computational Social Sciences; Finance; Hardware and Systems; Healthcare & Bioinformatics; Human-Computer Interaction; Recommendation and Information Retrieval. Part VII: Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Artificial intelligence. |
| 9 (RLIN) |
36223 |
|
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| Topical term or geographic name entry element |
Artificial Intelligence. |
| 9 (RLIN) |
36224 |
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|---|
| Topical term or geographic name entry element |
Computer Engineering and Networks. |
| 9 (RLIN) |
36225 |
|
|---|
| Topical term or geographic name entry element |
Computer engineering. |
| 9 (RLIN) |
36226 |
|
|---|
| Topical term or geographic name entry element |
Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 9 (RLIN) |
36227 |
|
|---|
| Topical term or geographic name entry element |
Computer networks . |
| 9 (RLIN) |
36228 |
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| Topical term or geographic name entry element |
Computer vision. |
| 9 (RLIN) |
36229 |
|
|---|
| Topical term or geographic name entry element |
Computers. |
| 9 (RLIN) |
36230 |
|
|---|
| Topical term or geographic name entry element |
Computing Milieux. |
| 9 (RLIN) |
36231 |
|
|---|
| Topical term or geographic name entry element |
Image processing |
| 9 (RLIN) |
36232 |
|
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| Topical term or geographic name entry element |
Software engineering. |
| 9 (RLIN) |
36233 |
|
|---|
| Topical term or geographic name entry element |
Software Engineering. |
| 9 (RLIN) |
36234 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Baralis, Elena. |
| 9 (RLIN) |
36235 |
|
|---|
| Personal name |
Bonchi, Francesco. |
| 9 (RLIN) |
36236 |
|
|---|
| Personal name |
De Francisci Morales, Gianmarco. |
| 9 (RLIN) |
36237 |
|
|---|
| Personal name |
Kourtellis, Nicolas. |
| 9 (RLIN) |
36238 |
|
|---|
| Personal name |
Perlich, Claudia. |
| 9 (RLIN) |
36239 |
|
|---|
| Personal name |
Ruchansky, Natali. |
| 9 (RLIN) |
36240 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-031-43430-3">https://doi.org/10.1007/978-3-031-43430-3</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
