Artificial Neural Networks and Machine Learning - ICANN 2023 [E-Book] : 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IX /

Artificial Neural Networks and Machine Learning - ICANN 2023 [E-Book] : 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IX / edited by Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne.

The 10-volume set LNCS 14254-14263 constitutes the proceedings of the 32nd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2023, which took place in Heraklion, Crete, Greece, during September 26-29, 2023. The 426 full papers and 9 short papers included in these pro...

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Angelov, Plamen, editor
Iliadis, Lazaros, editor / Jayne, Chrisina, editor / Papaleonidas, Antonios, editor
1st edition 2023.
Cham : Springer, 2023
XXXIV, 523 pages 208 illustrations, 180 illustrations in color (online resource)
englisch
9783031442018
10.1007/978-3-031-44201-8
Lecture Notes in Computer Science ; 14262
Application software.
Artificial intelligence.
Computer engineering.
Computer networks .
Computers.



  • MEA-TransUNet: a Multiple External Attention Network for Multi-Organ Segmentation
  • Membership-Grade Based Prototype Rectification for Fine-Grained Few-Shot Classification
  • Multi-grained Aspect Fusion for Review Response Generation
  • Multiple Object Tracking based on Variable GIoU-Embedding Matrix and Kalman Filter Compensation
  • Multi-relation Identification for Few-shot Document-level Relation Extraction
  • Multi-Task Learning for Mongolian Morphological Analysis
  • Multi-task Pre-training for Lhasa-Tibetan Speech Recognition
  • Mutual Information Dropout: Mutual Information Can Be All You Need
  • Non-Outlier Pseudo-Labeling for Short Text Clustering
  • Optimal Node Embedding Dimension Selection Using Overall Entropy
  • PairEE: A Novel Pairing-Scoring Approach for Better Overlapping Event Extraction
  • PCB Component Rotation Detection Based on Polarity Identifier Attention
  • PCDialogEval: Persona and Context Aware Emotional Dialogue Evaluation
  • PlantDet: A benchmark for Plant Detection in the Three-Rivers-Source Region
  • PO-DARTS: Post-Optimizing the Architectures Searched by Differentiable Architecture Search Algorithms
  • Predicting high vs low mother-baby synchrony with GRU-based ensemble models
  • Properties of the weighted and robust implicitly weighted correlation coefficients
  • PSML: Prototype-Based OSSL Framework for Multi-Information Mining
  • Pure Physics-Informed Echo State Network of ODE Solution Replicator
  • RegionRel:A Framework for Jointly Extracting Relational Triplets by Performing Sub-tasks by Region
  • Robustness to Variability and Asymmetry of In-memory On-chip Training
  • Selecting Distinctive-Variant Training Samples Base on Intra-class Similarity
  • Semantic Information Mining and Fusion Method for Bot Detection
  • Semilayer-Wise Partial Quantization without Accuracy Degradation or Back Propagation
  • ShadowGAN for Line Drawings Shadow Generation
  • Ship Attitude Prediction Based on Dynamic Sliding Window and EEMD-SSA-BiLSTM
  • Solving Math Word Problem with External Knowledge and Entailment Loss
  • Spatially Invariant and Frequency-Aware CycleGAN for Unsupervised MR-to-CT Synthesis
  • Spatio-temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction
  • Spatiotemporal model with attention mechanism for ENSO Predictions
  • SPM-Diffusion for Temperature Prediction
  • S-SOLVER: Numerically stable adaptive step size solver for neural ODEs
  • TableSF: A Structural Bias Framework for Table-to-Text Generation
  • TCS-LipNet:Temporal & Channel & Spatial Attention-based Lip Reading Network
  • The Dynamic Selection of Combination Methods in Classifier Ensembles by Region of Competence
  • The progressive detectors and discriminative feature descriptors combining global and local information
  • Towards Better Dialogue Utterance Rewriting via a Gated Span-Copy Mechanism
  • TSP Combination Optimization with Semi-local Attention Mechanism
  • UDCGN: Uncertainty-Driven Cross-Guided Network for Depth Completion of Transparent Objects
  • Use of Machine Learning Algorithms to Analyze the Digit Recognizer Problem in an Effective Manner
  • Vulnerability Analysis of Continuous Prompts for Pre-trained Language Models.