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Neural Information Processing 29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings, Part II /

The three-volume set LNCS 13623, 13624, and 13625 constitutes the refereed proceedings of the 29th International Conference on Neural Information Processing, ICONIP 2022, held as a virtual event, November 22–26, 2022. The 146 papers presented in the proceedings set were carefully reviewed and select...

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Bibliographische Detailangaben
Körperschaft: SpringerLink (Online service)
Weitere Verfasser: Tanveer, Mohammad (HerausgeberIn), Agarwal, Sonali (HerausgeberIn), Ozawa, Seiichi (HerausgeberIn), Ekbal, Asif (HerausgeberIn), Jatowt, Adam (HerausgeberIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer International Publishing : Imprint: Springer, 2023.
Ausgabe:1st ed. 2023.
Schriftenreihe:Lecture Notes in Computer Science, 13624
Schlagworte:
Pattern recognition systems.
Data mining.
Machine learning.
Social sciences > Data processing.
Automated Pattern Recognition.
Data Mining and Knowledge Discovery.
Machine Learning.
Computer Application in Social and Behavioral Sciences.
Online-Zugang:https://doi.org/10.1007/978-3-031-30108-7
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Inhaltsangabe:
  • Cognitive Neurosciences
  • Differences in Brain Activation during Physics Problem Solving across Students with Various Learning Progression: Electrophysiological Evidence based on Detrended Fluctuation analysis
  • A dynamic, economical, and robust coding scheme in the lateral prefrontal neurons of monkeys
  • Dynamic Characteristics of Micro-state Transition Defined by Instantaneous Frequency in the Electroencephalography of Schizophrenia Patients
  • Lagrange Programming Neural Networks for Sparse Portfolio Design
  • An Adaptive Convolution Auto-encoder based on Spiking Neurons
  • Schizophrenia detection based on EEG using Recurrent Auto-Encoder framework
  • Functional Roles of Amygdala and Orbitofrontal Cortex in Adaptive Behavior
  • A Multiclass EEG Signal Classification Model using Channel Interaction Maximization and Multivariate Empirical Mode Decomposition
  • MVNet: Memory Assistance and Vocal Reinforcement Network for Speech Enhancement
  • Learning Associative Reasoning Towards Systematicity using Modular Networks
  • Identifying dominant emotion in positive and negative groups of Navrasa using functional brain connectivity patterns
  • A Cerebellum-Inspired Model-Free Kinematic Control Method with RCM Constraint
  • Instrumental Conditioning with Neuromodulated Plasticity on SpiNNaker
  • A Phenomenological Deep Oscillatory Neural Network Model to Capture the Whole Brain Dynamics in terms of BOLD signal
  • Explainable Causal Analysis of Mental Health on Social Media Data
  • Brain-inspired attention model for object counting
  • Human Centered Computing
  • Emotion Detection from Viariable Conversation Context
  • Multi-relation Word Pair Tag Space for Joint Entity and Relation Extraction
  • Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network
  • Bring Ancient Murals Back to Life
  • Multi-Modal Rumor detection via Knowledge-aware Heterogeneous Graph Convolutional Networks
  • DAGKT: Difficulty and Attempts Boosted Graph-based Knowledge Tracing
  • AMRE: An Attention-based CRNN for Manchu Word Recognition on a Woodblock-Printed Dataset
  • High-Accuracy and Energy-Efficient Action Recognition with Deep Spiking Neural Network
  • Sequence Recommendation Based on Interactive Graph Attention Network
  • Imbalanced Equilibrium: Emergence of Social Asymmetric Coordinated Behavior in Multi-Agent Games
  • Model-based Reinforcement Learning with Self-Attention Mechanism for Autonomous Driving in Dense Traffic
  • CLCDR: Contrastive Learning for Cross-Domain Recommendation to Cold-Start Users
  • Medical Visual Question Answering via Targeted Choice Contrast and Multimodal Entity Matching
  • Boosting Star-GANs for Voice Conversion with Contrastive Discriminator
  • Next POI Recommendation with Neighbor and Location Popularity
  • Trustworthiness and Confidence of Gait Phase Predictions in Changing Environments Using Interpretable Classifier Models
  • Enhance Gesture Recognition Via Visual-Audio Modal Embedding
  • Learning from Fourier: Leveraging Frequency Transformation for Emotion Recognition
  • Efficient Double Oracle for Extensive-Form Two-Player Zero-Sum Games
  • FastThaiCaps: A Transformer based Capsule Network for Hate Speech Detection in Thai Language.

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