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Department of Artificial Intelligence
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top-articles
Department of Artificial Intelligence
87
(top 1%)
papers
1.4K
(top 2%)
citations
18
(top 2%)
h
-index
35
(top 2%)
g
-index
142
all documents
1.8K
doc citations
429
citing journals
Top Articles
#
Title
Journal
Year
Citations
1
Subject-Independent Brain–Computer Interfaces Based on Deep Convolutional Neural Networks
IEEE Transactions on Neural Networks and Learning Systems
2020
204
2
Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2020
177
3
Abnormal lung quantification in chest CT images of COVID‐19 patients with deep learning and its application to severity prediction
Medical Physics
2021
154
4
Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network
Neural Networks
2021
150
5
Possible Effect of Binaural Beat Combined With Autonomous Sensory Meridian Response for Inducing Sleep
Frontiers in Human Neuroscience
2019
50
6
3FabRec: Fast Few-Shot Face Alignment by Reconstruction
2020
47
7
Classification of pilots’ mental states using a multimodal deep learning network
Biocybernetics and Biomedical Engineering
2020
41
8
A Framework for Schizophrenia EEG Signal Classification With Nature Inspired Optimization Algorithms
IEEE Access
2020
40
9
Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction
2020
39
10
Few-Shot Learning With Geometric Constraints
IEEE Transactions on Neural Networks and Learning Systems
2020
36
11
Predicting Motor Imagery Performance From Resting-State EEG Using Dynamic Causal Modeling
Frontiers in Human Neuroscience
2020
36
12
Leaf-inspired homeostatic cellulose biosensors
Science Advances
2021
29
13
Quantifying arousal and awareness in altered states of consciousness using interpretable deep learning
Nature Communications
2022
29
14
Frontal EEG Asymmetry of Emotion for the Same Auditory Stimulus
IEEE Access
2020
27
15
VIGNet: A Deep Convolutional Neural Network for EEG-based Driver Vigilance Estimation
2020
27
16
Forecasting Foreign Exchange Volatility Using Deep Learning Autoencoder-LSTM Techniques
Complexity
2021
25
17
NeuroGrasp: Real-Time EEG Classification of High-Level Motor Imagery Tasks Using a Dual-Stage Deep Learning Framework
IEEE Transactions on Cybernetics
2022
24
18
Self-augmentation: Generalizing deep networks to unseen classes for few-shot learning
Neural Networks
2021
23
19
Complete Face Recovery GAN: Unsupervised Joint Face Rotation and De-Occlusion from a Single-View Image
2022
23
20
Attentional feature pyramid network for small object detection
Neural Networks
2022
23
21
Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI
IEEE Transactions on Neural Networks and Learning Systems
2023
22
22
Motor Imagery Classification Using Inter-Task Transfer Learning via a Channel-Wise Variational Autoencoder-Based Convolutional Neural Network
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2022
22
23
WeDea:
A New EEG-Based Framework for Emotion Recognition
IEEE Journal of Biomedical and Health Informatics
2022
21
24
Towards robust explanations for deep neural networks
Pattern Recognition
2022
20
25
Transformation Based Tri-Level Feature Selection Approach Using Wavelets and Swarm Computing for Prostate Cancer Classification
IEEE Access
2020
19
26
A Survey on Deep Learning-Based Short/Zero-Calibration Approaches for EEG-Based Brain–Computer Interfaces
Frontiers in Human Neuroscience
2021
19
27
Medical Text Classification Using Hybrid Deep Learning Models with Multihead Attention
Computational Intelligence and Neuroscience
2021
19
28
Towards Brain-Computer Interfaces for Drone Swarm Control
2020
18
29
An Integrated Approach for Ovarian Cancer Classification With the Application of Stochastic Optimization
IEEE Access
2020
17
30
Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2021
17
31
SessionNet: Feature Similarity-Based Weighted Ensemble Learning for Motor Imagery Classification
IEEE Access
2020
15
32
A novel online action detection framework from untrimmed video streams
Pattern Recognition
2020
15
33
Ocular Axial Length Prediction Based on Visual Interpretation of Retinal Fundus Images via Deep Neural Network
IEEE Journal of Selected Topics in Quantum Electronics
2021
15
34
Visual question answering based on local-scene-aware referring expression generation
Neural Networks
2021
14
35
Human interaction recognition framework based on interacting body part attention
Pattern Recognition
2022
12
36
AsEmo:
Automatic Approach for EEG-Based Multiple Emotional State Identification
IEEE Journal of Biomedical and Health Informatics
2021
11
37
Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-Based EEG Signals
IEEE Access
2022
11
38
Sound-Guided Semantic Image Manipulation
2022
11
39
Multiscale Convolutional Transformer for EEG Classification of Mental Imagery in Different Modalities
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2023
11
40
A Novel Approach to Classify Natural Grasp Actions by Estimating Muscle Activity Patterns from EEG Signals
2020
10
41
SASDL and RBATQ: Sparse Autoencoder With Swarm Based Deep Learning and Reinforcement Based Q-Learning for EEG Classification
IEEE Open Journal of Engineering in Medicine and Biology
2022
10
42
EMOQ-TTS: Emotion Intensity Quantization for Fine-Grained Controllable Emotional Text-to-Speech
2022
10
43
Association of Subcortical Structural Shapes With Tau, Amyloid, and Cortical Atrophy in Early-Onset and Late-Onset Alzheimer’s Disease
Frontiers in Aging Neuroscience
2020
9
44
Acoustic Cues Increase Situational Awareness in Accident Situations: A VR Car-Driving Study
IEEE Transactions on Intelligent Transportation Systems
2022
9
45
Improved Sparse Representation based Robust Hybrid Feature Extraction Models with Transfer and Deep Learning for EEG Classification
Expert Systems With Applications
2022
9
46
High-Order Laplacian Regularized Low-Rank Representation for Multimodal Dementia Diagnosis
Frontiers in Neuroscience
2021
8
47
Brain Function Network: Higher Order vs. More Discrimination
Frontiers in Neuroscience
2021
8
48
Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis
Lecture Notes in Computer Science
2020
8
49
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data
IEEE Journal of Biomedical and Health Informatics
2022
8
50
Decoding of Grasp Motions from EEG Signals Based on a Novel Data Augmentation Strategy
2020
7
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