SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine
10 references·16 citing·42 second hop
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine (2020)Emotion Recognition From Multimodal Physi…Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition (2019)Multisource Transfer Learning…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition (2017)Multi-Objective Based Spatio-…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…Automatic ECG-Based Emotion Recognition in Music Listening (2017)Automatic ECG-Based Emotion R…EmoNets: Multimodal deep learning approaches for emotion recognition in video (2015)EmoNets: Multimodal deep lear…DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses (2015)DECAF: MEG-Based Multimodal D…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Web Archive System for Efficient Storage of Web History Information (2007)Web Archive System for Effici…A review on EEG-based multimodal learning for emotion recognition (2025)A review on EEG-based multimo…EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective (2024)EEG-Based Multimodal Emotion …Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations (2024)Deep Imbalanced Learning for …An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network (2024)An Efficient Graph Learning S…Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition (2023)Transformer-Based Self-Superv…Review of Studies on Emotion Recognition and Judgment Based on Physiological Signals (2023)Review of Studies on Emotion …Multimodal Human–Robot Interaction for Human‐Centric Smart Manufacturing: A Survey (2023)Multimodal Human–Robot Intera…Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment (2023)Hierarchical multimodal-fusio…Emotion recognition from unimodal to multimodal analysis: A review (2023)Emotion recognition from unim…Emotion recognition based on multiple physiological signals (2023)Emotion recognition based on …Cross-subject EEG emotion recognition using multi-source domain manifold feature selection (2023)Cross-subject EEG emotion rec…AMDET: Attention Based Multiple Dimensions EEG Transformer for Emotion Recognition (2023)AMDET: Attention Based Multip…MS²-GNN: Exploring GNN-Based Multimodal Fusion Network for Depression Detection (2022)MS²-GNN: Exploring GNN-Based …A Survey on Physiological Signal-Based Emotion Recognition (2022)A Survey on Physiological Sig…A multimodal emotion recognition method based on facial expressions and electroencephalography (2021)A multimodal emotion recognit…Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy (2020)Physiological-signal-based em…Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Recurrent Neural Networks for Emotion Recognition in Video (2015)Automatic Analysis of Facial Actions: A Survey (2017)Extended deep neural network for facial emotion recognition (2019)A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Emotion elicitation using films (1995)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS) (2018)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities (2020)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Web-Based Database for Facial Expression Analysis (2005)CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation (2014)Going deeper in facial expression recognition using deep neural networks (2016)Deep Learning for Human Affect Recognition: Insights and New Developments (2019)Leveraging recent advances in deep learning for audio-Visual emotion recognition (2021)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)An argument for basic emotions (1992)EEG-based emotion recognition using 4D convolutional recurrent neural network (2020)VREED (2021)Emotion recognition in EEG signals using deep learning methods: A review (2023)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Emotion recognition in human-computer interaction (2001)Differential entropy feature for EEG-based emotion classification (2013)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Differences first in asymmetric brain: A bi-hemisphere discrepancy convolutional neural network for EEG emotion recognition (2021)MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2021)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)Measures of emotion: A review (2009)A Review of Emotion Recognition Using Physiological Signals (2018)Deep learning analysis of mobile physiological, environmental and location sensor data for emotion detection (2018)Estimation of continuous valence and arousal levels from faces in naturalistic conditions (2021)Towards smart product-service systems 2.0: A retrospect and prospect (2024)Trustworthy AI for human-centric smart manufacturing: A survey (2024)
this work references cited by second hop

References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2015EmoNets: Multimodal deep learning approaches for emotion recognition in video413 cited
  • 2015DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses367 cited
  • 2019Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition355 cited
  • 2017Automatic ECG-Based Emotion Recognition in Music Listening259 cited
  • 2017Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition257 cited
  • 2007Web Archive System for Efficient Storage of Web History Information8 cited

Cited by

  • 2023Multimodal Human–Robot Interaction for Human‐Centric Smart Manufacturing: A Survey201 cited
  • 2023Emotion recognition from unimodal to multimodal analysis: A review192 cited
  • 2025A review on EEG-based multimodal learning for emotion recognition127 cited
  • 2023Review of Studies on Emotion Recognition and Judgment Based on Physiological Signals

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

118 cited
  • 2024EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective115 cited
  • 2022MS²-GNN: Exploring GNN-Based Multimodal Fusion Network for Depression Detection107 cited
  • 2023Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition107 cited
  • 2022A Survey on Physiological Signal-Based Emotion Recognition96 cited
  • 2021A multimodal emotion recognition method based on facial expressions and electroencephalography88 cited
  • 2024An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network87 cited
  • 2023AMDET: Attention Based Multiple Dimensions EEG Transformer for Emotion Recognition85 cited
  • 2023Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment82 cited
  • 2020Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy78 cited
  • 2023Emotion recognition based on multiple physiological signals74 cited
  • 2024Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations74 cited
  • 2023Cross-subject EEG emotion recognition using multi-source domain manifold feature selection69 cited