Artificial Neural Networks and Machine Learning - Icann 2024: 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, Septem

Wand, Michael, Malinovská, Kristína, Schmidhuber, Jürgen

Artificial Neural Networks and Machine Learning - Icann 2024: 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, Septem
  • 出版商: Springer
  • 出版日期: 2024-10-01
  • 售價: $3,300
  • 貴賓價: 9.5 折 $3,135
  • 語言: 英文
  • 頁數: 428
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031723406
  • ISBN-13: 9783031723407
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

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.

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