OOIR: Observatory of International Research

Papers

(The TQCC of CAAI Transactions on Intelligence Technology is 11. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
A survey on adversarial attacks and defences	159
A robust deformed convolutional neural network (CNN) for image denoising	113
Deep learning for time series forecasting: The electric load case	110
SDN‐based intrusion detection system for IoT using deep learning classifier (IDSIoT‐SDL)	81
Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey	78
A spatial attentive and temporal dilated (SATD) GCN for skeleton‐based action recognition	77
A comprehensive review on deep learning approaches in wind forecasting applications	70
Deep image retrieval using artificial neural network interpolation and indexing based on similarity measurement	66
Improving data hiding within colour images using hue component of HSV colour space	63
Boosting image watermarking authenticity spreading secrecy from counting‐based secret‐sharing	62
Self‐training maximum classifier discrepancy for EEG emotion recognition	60
Network anomaly detection using deep learning techniques	56
Weakly supervised machine learning	53
ST‐SIGMA: Spatio‐temporal semantics and interaction graph aggregation for multi‐agent perception and trajectory forecasting	52
Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review	52
Stock market prediction using deep learning algorithms	48
Probabilistic time series forecasting with deep non‐linear state space models	48
Intelligent vehicle lateral control based on radial basis function neural network sliding mode controller	45
A semantic and emotion‐based dual latent variable generation model for a dialogue system	44
Anti‐noise diesel engine misfire diagnosis using a multi‐scale CNN‐LSTM neural network with denoising module	41
Stock values predictions using deep learning based hybrid models	38
Nuclear atypia grading in breast cancer histopathological images based on CNN feature extraction and LSTM classification	38
Multi‐model deep learning approach for collaborative filtering recommendation system	36
Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm	35
Feature selection approach using ensemble learning for network anomaly detection	34

Local binary pattern‐based reversible data hiding	31
Image‐denoising algorithm based on improved K‐singular value decomposition and atom optimization	31
Deep learning‐based action recognition with 3D skeleton: A survey	31
Survey on vehicle map matching techniques	31
Performance analysis of machine learning algorithms on automated sleep staging feature sets	30
Design and analysis of recurrent neural network models with non‐linear activation functions for solving time‐varying quadratic programming problems	30
Automatic depression recognition by intelligent speech signal processing: A systematic survey	29
Contrast of multi‐resolution analysis approach to transhumeral phantom motion decoding	28
Research on stock trend prediction method based on optimized random forest	28
Improving sentence simplification model with ordered neurons network	27
Recursive recurrent neural network: A novel model for manipulator control with different levels of physical constraints	27
Multi‐gradient‐direction based deep learning model for arecanut disease identification	27
Demand side management for solving environment constrained economic dispatch of a microgrid system using hybrid MGWOSCACSA algorithm	27
Scope of machine learning applications for addressing the challenges in next‐generation wireless networks	27
Internet of Things‐based healthcare system on patient demographic data in Health 4.0	25
Apple grading method based on neural network with ordered partitions and evidential ensemble learning	25
A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network	25
CHFS: Complex hesitant fuzzy sets‐their applications to decision making with different and innovative distance measures	24
A transformer generative adversarial network for multi‐track music generation	24
Target‐driven visual navigation in indoor scenes using reinforcement learning and imitation learning	24
A novel algorithm for distance measurement using stereo camera	23
Frequency‐to‐spectrum mapping GAN for semisupervised hyperspectral anomaly detection	23
Scale adaptive fitness evaluation‐based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning	22
A deep convolutional neural network for diabetic retinopathy detection via mining local and long‐range dependence	21
An efficient hybrid recommendation model based on collaborative filtering recommender systems	21
Different hybrid machine intelligence techniques for handling IoT‐based imbalanced data	21
Investigating the customer trust in artificial intelligence: The role of anthropomorphism, empathy response, and interaction	21
Multi‐scale attention encoder for street‐to‐aerial image geo‐localization	21
D²PAM: Epileptic seizures prediction using adversarial deep dual patch attention mechanism	21
Enhancing direct‐path relative transfer function using deep neural network for robust sound source localization	21
Deep imitation reinforcement learning for self‐driving by vision	20
Acoustic detection of unknown bird species and individuals	19
Extrapolation over temporal knowledge graph via hyperbolic embedding	19
Bilateral U‐Net semantic segmentation with spatial attention mechanism	19
An improved bearing fault detection strategy based on artificial bee colony algorithm	18
An attention‐based cascade R‐CNN model for sternum fracture detection in X‐ray images	18
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition	18
Double integral‐enhanced Zeroing neural network with linear noise rejection for time‐varying matrix inverse	18
Side channel attacks for architecture extraction of neural networks	18
Autonomous air combat decision‐making of UAV based on parallel self‐play reinforcement learning	17
A ResNet‐based approach for accurate radiographic diagnosis of knee osteoarthritis	17
D2LFS2Net: Multi‐class skin lesion diagnosis using deep learning and variance‐controlled Marine Predator optimisation: An application for precision medicine	16
Steganography based on quotient value differencing and pixel value correlation	16
Several rough set models in quotient space	16
Comparative study for machine learning classifier recommendation to predict political affiliation based on online reviews	16
Privacy‐preserving remote sensing images recognition based on limited visual cryptography	16
Protecting artificial intelligence IPs: a survey of watermarking and fingerprinting for machine learning	16
Medical data publishing based on average distribution and clustering	16
An embedded vertical‐federated feature selection algorithm based on particle swarm optimisation	16
User privacy prevention model using supervised federated learning‐based block chain approach for internet of Medical Things	15

Automated segmentation technique with self‐driven post‐processing for histopathological breast cancer images	15
Abnormal event detection by a weakly supervised temporal attention network	15
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image	15
Wafer map defect patterns classification based on a lightweight network and data augmentation	14
Matrix‐based method for solving decision domains of neighbourhood multigranulation decision‐theoretic rough sets	14
Spectral‐spatial sequence characteristics‐based convolutional transformer for hyperspectral change detection	14
Efficient computation of Hash Hirschberg protein alignment utilizing hyper threading multi‐core sharing technology	14
B²C³NetF²: Breast cancer classification using an end‐to‐end deep learning feature fusion and satin bowerbird optimization controlled Newton Raphson feature selection	14
Learning discriminative representation with global and fine‐grained features for cross‐view gait recognition	14
GastroNet: A robust attention‐based deep learning and cosine similarity feature selection framework for gastrointestinal disease classification from endoscopic images	14
SpikeGoogle: Spiking Neural Networks with GoogLeNet‐like inception module	13
A two‐branch network with pyramid‐based local and spatial attention global feature learning for vehicle re‐identification	13
Bloody Mahjong playing strategy based on the integration of deep learning and XGBoost	13
Modified branch‐and‐bound algorithm for unravelling optimal PMU placement problem for power grid observability: A comparative analysis	13
GAN‐LSTM‐3D: An efficient method for lung tumour 3D reconstruction enhanced by attention‐based LSTM	13
Humanoid control of lower limb exoskeleton robot based on human gait data with sliding mode neural network	13
A low‐carbon economic dispatch model for electricity market with wind power based on improved ant‐lion optimisation algorithm	13
Hyperspectral anomaly detection via memory‐augmented autoencoders	13
A complementary integrated Transformer network for hyperspectral image classification	12
Research on scheduling strategy for automated storage and retrieval system	12
Fully Bayesian analysis of the relevance vector machine classification for imbalanced data problem	12
Deep transformer and few‐shot learning for hyperspectral image classification	12
Abusive adversarial agents and attack strategies in cyber‐physical systems	12
Dual‐tree complex wavelet transform and super‐resolution based video inpainting application to object removal and error concealment	11
The early Japanese books reorganization by combining image processing and deep learning	11
Wavelet method optimised by ant colony algorithm used for extracting stable and unstable signals in intelligent substations	11
Content‐based image retrieval using Gaussian–Hermite moments and firefly and grey wolf optimization	11
Bayesian estimation‐based sentiment word embedding model for sentiment analysis	11
Shoulder girdle recognition using electrophysiological and low frequency anatomical contraction signals for prosthesis control	11