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 2020-05-01 to 2024-05-01.)

Article	Citations
A survey on adversarial attacks and defences	125
Multi‐robot path planning based on a deep reinforcement learning DQN algorithm	117
Deep learning for time series forecasting: The electric load case	90
A robust deformed convolutional neural network (CNN) for image denoising	83
SDN‐based intrusion detection system for IoT using deep learning classifier (IDSIoT‐SDL)	71
A spatial attentive and temporal dilated (SATD) GCN for skeleton‐based action recognition	64
Deep image retrieval using artificial neural network interpolation and indexing based on similarity measurement	62
A comprehensive review on deep learning approaches in wind forecasting applications	62
Boosting image watermarking authenticity spreading secrecy from counting‐based secret‐sharing	56
Improving data hiding within colour images using hue component of HSV colour space	54
Self‐training maximum classifier discrepancy for EEG emotion recognition	52
Object tracking on event cameras with offline–online learning	49
Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey	49
Intelligent vehicle lateral control based on radial basis function neural network sliding mode controller	43
Decentralised federated learning with adaptive partial gradient aggregation	39
Deobfuscation, unpacking, and decoding of obfuscated malicious JavaScript for machine learning models detection performance improvement	38
Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review	38
Network anomaly detection using deep learning techniques	37
Nuclear atypia grading in breast cancer histopathological images based on CNN feature extraction and LSTM classification	36
Weakly supervised machine learning	34
Stock values predictions using deep learning based hybrid models	33
Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm	32
Multi‐model deep learning approach for collaborative filtering recommendation system	32
A semantic and emotion‐based dual latent variable generation model for a dialogue system	31
Probabilistic time series forecasting with deep non‐linear state space models	31

Stock market prediction using deep learning algorithms	30
Anti‐noise diesel engine misfire diagnosis using a multi‐scale CNN‐LSTM neural network with denoising module	30
Performance analysis of machine learning algorithms on automated sleep staging feature sets	28
Contrast of multi‐resolution analysis approach to transhumeral phantom motion decoding	28
Deep learning‐based action recognition with 3D skeleton: A survey	28
Feature selection approach using ensemble learning for network anomaly detection	28
Image‐denoising algorithm based on improved K‐singular value decomposition and atom optimization	27
Scope of machine learning applications for addressing the challenges in next‐generation wireless networks	26
Improving sentence simplification model with ordered neurons network	26
Demand side management for solving environment constrained economic dispatch of a microgrid system using hybrid MGWOSCACSA algorithm	25
Apple grading method based on neural network with ordered partitions and evidential ensemble learning	24
Design and analysis of recurrent neural network models with non‐linear activation functions for solving time‐varying quadratic programming problems	23
Survey on vehicle map matching techniques	23
ST‐SIGMA: Spatio‐temporal semantics and interaction graph aggregation for multi‐agent perception and trajectory forecasting	23
Multi‐gradient‐direction based deep learning model for arecanut disease identification	22
AHP–neutrosophic decision model for selection of relay node in wireless body area network	22
Local binary pattern‐based reversible data hiding	21
Enhancing direct‐path relative transfer function using deep neural network for robust sound source localization	21
Internet of Things‐based healthcare system on patient demographic data in Health 4.0	21
CHFS: Complex hesitant fuzzy sets‐their applications to decision making with different and innovative distance measures	21
Scale adaptive fitness evaluation‐based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning	20
Target‐driven visual navigation in indoor scenes using reinforcement learning and imitation learning	20
Different hybrid machine intelligence techniques for handling IoT‐based imbalanced data	19
An efficient hybrid recommendation model based on collaborative filtering recommender systems	19
Learning synergies based in‐hand manipulation with reward shaping	18
Acoustic detection of unknown bird species and individuals	18
Deep imitation reinforcement learning for self‐driving by vision	18
A transformer generative adversarial network for multi‐track music generation	17
A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network	17
An attention‐based cascade R‐CNN model for sternum fracture detection in X‐ray images	17
Research on stock trend prediction method based on optimized random forest	17
Multi‐scale attention encoder for street‐to‐aerial image geo‐localization	17
Automatic depression recognition by intelligent speech signal processing: A systematic survey	17
Extrapolation over temporal knowledge graph via hyperbolic embedding	16
An improved bearing fault detection strategy based on artificial bee colony algorithm	16
Compressing deep‐quaternion neural networks with targeted regularisation	16
Medical data publishing based on average distribution and clustering	16
A novel algorithm for distance measurement using stereo camera	16
Friendship prediction model based on factor graphs integrating geographical location	16
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition	16
Outlier detection in neutrosophic sets by using rough entropy based weighted density method	16
Steganography based on quotient value differencing and pixel value correlation	15
Learning discriminative representation with global and fine‐grained features for cross‐view gait recognition	14
Comparative study for machine learning classifier recommendation to predict political affiliation based on online reviews	14
Automated segmentation technique with self‐driven post‐processing for histopathological breast cancer images	14
A deep convolutional neural network for diabetic retinopathy detection via mining local and long‐range dependence	14
Abnormal event detection by a weakly supervised temporal attention network	14
Autonomous air combat decision‐making of UAV based on parallel self‐play reinforcement learning	14
Recursive recurrent neural network: A novel model for manipulator control with different levels of physical constraints	14
Frequency‐to‐spectrum mapping GAN for semisupervised hyperspectral anomaly detection	14

Side channel attacks for architecture extraction of neural networks	14
Protecting artificial intelligence IPs: a survey of watermarking and fingerprinting for machine learning	13
Efficient computation of Hash Hirschberg protein alignment utilizing hyper threading multi‐core sharing technology	13
Multiple‐criteria decision analysis process by using prospect decision theory in interval‐valued neutrosophic environment	13
Several rough set models in quotient space	13
Guided filter‐based multi‐scale super‐resolution reconstruction	13
Modified branch‐and‐bound algorithm for unravelling optimal PMU placement problem for power grid observability: A comparative analysis	13
D²PAM: Epileptic seizures prediction using adversarial deep dual patch attention mechanism	13
Bilateral U‐Net semantic segmentation with spatial attention mechanism	13
A two‐branch network with pyramid‐based local and spatial attention global feature learning for vehicle re‐identification	13
Matrix‐based method for solving decision domains of neighbourhood multigranulation decision‐theoretic rough sets	12
Bloody Mahjong playing strategy based on the integration of deep learning and XGBoost	12
Humanoid control of lower limb exoskeleton robot based on human gait data with sliding mode neural network	11
The early Japanese books reorganization by combining image processing and deep learning	11
An embedded vertical‐federated feature selection algorithm based on particle swarm optimisation	11
MULTIMOORA strategy for solving multi‐attribute group decision making (MAGDM) in trapezoidal neutrosophic number environment	11
SpikeGoogle: Spiking Neural Networks with GoogLeNet‐like inception module	11
Hyperspectral anomaly detection via memory‐augmented autoencoders	11
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image	11