Neural Information Processing [E-Book] : 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part II /

Neural Information Processing [E-Book] : 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part II / edited by Mohammad Tanveer, Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, Adam Jatowt.

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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Agarwal, Sonali, editor
Ekbal, Asif, editor / Jatowt, Adam, editor / Ozawa, Seiichi, editor / Tanveer, Mohammad, editor
1st edition 2023.
Cham : Springer, 2023
XXXIV, 441 pages 180 illustrations, 155 illustrations in color (online resource)
englisch
9783031301087
10.1007/978-3-031-30108-7
Lecture Notes in Computer Science ; 13624
Data mining.
Machine learning.
Pattern recognition systems.
Social sciences-Data processing.



  • 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.