Multi-Input CNN-LSTM deep learning model for fear level classification based on EEG and peripheral physiological signals

Automatic Eye-blink and Muscular Artifact Detection and Removal from EEG Signals using k-Nearest Neighbour Classifier and Long Short-Term Memory Networks

(2023) Rajdeep Ghosh et al.   IEEE SENSORS JOURNAL

A Novel Baseline Removal Paradigm for Subject-Independent Features in Emotion Classification Using EEG

(2023) Md. Zaved Iqubal Ahmed et al.   Bioengineering

Fear Recognition for Women Using a Reduced Set of Physiological Signals

(2021) Jose A. Miranda et al.   SENSORS

Machine Learning Methods for Fear Classification Based on Physiological Features

(2021) Livia Petrescu et al.   SENSORS

Human Emotion Recognition: Review of Sensors and Methods

(2020) Andrius Dzedzickis et al.   SENSORS

An Investigation of Various Machine and Deep Learning Techniques Applied in Automatic Fear Level Detection and Acrophobia Virtual Therapy

(2020) Oana Bălan et al.   SENSORS

Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

(2020) Jianhua Zhang et al.   Information Fusion

Using convolutional neural networks to decode EEG-based functional brain network with different severity of acrophobia

(2020) Qiaoxiu Wang et al.   Journal of Neural Engineering

Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniques

(2019) Oana Bălan et al.   SENSORS

Anxiety Level Recognition for Virtual Reality Therapy System Using Physiological Signals

(2019) Justas Šalkevicius et al.   Electronics

Speech emotion recognition

(2018) Björn W. Schuller   COMMUNICATIONS OF THE ACM

A Brief Review of Facial Emotion Recognition Based on Visual Information

(2018) Byoung Ko   SENSORS

A Review of Emotion Recognition Using Physiological Signals

(2018) Lin Shu et al.   SENSORS

ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors

(2018) Ramanathan Subramanian et al.   IEEE Transactions on Affective Computing

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

(2018) Wei-Long Zheng et al.   IEEE Transactions on Cybernetics

Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities

(2017) Muhammad Sajjad et al.   Future Generation Computer Systems-The International Journal of eScience

Evaluation of Fear Using Nonintrusive Measurement of Multimodal Sensors

(2015) Jong-Suk Choi et al.   SENSORS

DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses

(2015) Mojtaba Khomami Abadi et al.   IEEE Transactions on Affective Computing

Sensor Feature Selection and Combination for Stress Identification Using Combinatorial Fusion

(2013) Yong Deng et al.   International Journal of Advanced Robotic Systems

Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty

(2011) G. Chanel et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

A Multimodal Database for Affect Recognition and Implicit Tagging

(2011) M. Soleymani et al.   IEEE Transactions on Affective Computing

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

(2011) S. Koelstra et al.   IEEE Transactions on Affective Computing

Dynamic Difficulty Adjustment in Computer Games Through Real-Time Anxiety-Based Affective Feedback

(2009) Changchun Liu et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION