Artificial Neural Networks and Machine Learning – ICANN 2024 (Record no. 63474)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 06897nam a22006135i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-72347-6 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251030113049.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240917s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031723476 |
| -- | 978-3-031-72347-6 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-031-72347-6 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q334-342 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TA347.A78 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM004000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | thema |
| 245 10 - TITLE STATEMENT | |
| Title | Artificial Neural Networks and Machine Learning – ICANN 2024 |
| Medium | [electronic resource] : |
| Remainder of title | 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17–20, 2024, Proceedings, Part VI / |
| Statement of responsibility, etc. | edited by Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer Nature Switzerland : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XXXIII, 330 p. 104 illus., 95 illus. in color. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Computer Science, |
| International Standard Serial Number | 1611-3349 ; |
| Volume/sequential designation | 15021 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | -- Multimodality. -- ARIF: An Adaptive Attention-Based Cross-Modal Representation Integration Framework. -- BVRCC: Bootstrapping Video Retrieval via Cross-matching Correction. -- CAW: Confidence-based Adaptive Weighted Model for Multi-modal Entity Linking. -- Cross-Modal Attention Alignment Network with Auxiliary Text Description for zero-shot sketch-based image retrieva. -- Exploring Interpretable Semantic Alignment for Multimodal Machine Translation. -- Modal fusion-Enhanced two-stream hashing network for Cross modal Retrieval. -- Text Visual Question Answering Based on Interactive Learning and Relationship Modeling. -- Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment. -- Federated Learning. -- Addressing the Privacy and Complexity of Urban Traffic Flow Prediction with Federated Learning and Spatiotemporal Graph Convolutional Networks. -- An Accuracy-Shaping Mechanism for Competitive Distributed Learning. -- Federated Adversarial Learning for Robust Autonomous Landing Runway Detection. -- FedInc: One-shot Federated Tuning for Collaborative Incident Recognition. -- Layer-wised Sparsification Based on Hypernetwork for Distributed NN Training. -- Security Assessment of Hierarchical Federated Deep Learning. -- Time Series Processing. -- ESSformer: Transformers with ESS Attention for Long-Term Series Forecasting. -- Fusion of image representations for time series classification with deep learning. -- HierNBeats: Hierarchical Neural Basis Expansion Analysis for Hierarchical Time Series Forecasting. -- Learning Seasonal-Trend Representations and Conditional Heteroskedasticity for Time Series Analysis. -- One Process Spatiotemporal Learning of Transformers via Vcls Token for Multivariate Time Series Forecasting. -- STformer: Spatio-Temporal Transformer for Multivariate Time Series Anomaly Detection. -- TF-CL:Time Series Forcasting Based on Time-Frequency Domain Contrastive Learning. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The ten-volume set LNCS 15016-15025 constitutes the refereed proceedings of the 33rd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2024, held in Lugano, Switzerland, during September 17–20, 2024. The 294 full papers and 16 short papers included in these proceedings were carefully reviewed and selected from 764 submissions. The papers cover the following topics: Part I - theory of neural networks and machine learning; novel methods in machine learning; novel neural architectures; neural architecture search; self-organization; neural processes; novel architectures for computer vision; and fairness in machine learning. Part II - computer vision: classification; computer vision: object detection; computer vision: security and adversarial attacks; computer vision: image enhancement; and computer vision: 3D methods. Part III - computer vision: anomaly detection; computer vision: segmentation; computer vision: pose estimation and tracking; computer vision: video processing; computer vision: generative methods; and topics in computer vision. Part IV - brain-inspired computing; cognitive and computational neuroscience; explainable artificial intelligence; robotics; and reinforcement learning. Part V - graph neural networks; and large language models. Part VI - multimodality; federated learning; and time series processing. Part VII - speech processing; natural language processing; and language modeling. Part VIII - biosignal processing in medicine and physiology; and medical image processing. Part IX - human-computer interfaces; recommender systems; environment and climate; city planning; machine learning in engineering and industry; applications in finance; artificial intelligence in education; social network analysis; artificial intelligence and music; and software security. Part X - workshop: AI in drug discovery; workshop: reservoir computing; special session: accuracy, stability, and robustness in deep neural networks; special session: neurorobotics; and special session: spiking neural networks. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 65793 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 60157 |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 66530 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 65689 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Wand, Michael. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0003-0966-7824 |
| -- | https://orcid.org/0000-0003-0966-7824 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 84517 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Malinovská, Kristína. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0001-7638-028X |
| -- | https://orcid.org/0000-0001-7638-028X |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 84518 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Schmidhuber, Jürgen. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0002-1468-6758 |
| -- | https://orcid.org/0000-0002-1468-6758 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 84519 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tetko, Igor V. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0002-6855-0012 |
| -- | https://orcid.org/0000-0002-6855-0012 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 84520 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031723469 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031723483 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Computer Science, |
| International Standard Serial Number | 1611-3349 ; |
| Volume number/sequential designation | 15021 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-031-72347-6">https://doi.org/10.1007/978-3-031-72347-6</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
| 912 ## - | |
| -- | ZDB-2-LNC |
No items available.