OOIR: Observatory of International Research

Papers

(The TQCC of Tsinghua Science and Technology is 12. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Deep reinforcement learning based mobile robot navigation: A review	150
Artificial intelligence for edge service optimization in Internet of Vehicles: A survey	113
Collaborative city digital twin for the COVID-19 pandemic: A federated learning solution	111
Complex network classification with convolutional neural network	105
A hybrid unsupervised clustering-based anomaly detection method	98
Distributed scheduling problems in intelligent manufacturing systems	95
Task offloading strategy with emergency handling and blockchain security in SDN-empowered and fog-assisted healthcare IoT	86
EVchain: An Anonymous Blockchain-Based System for Charging-Connected Electric Vehicles	78
Utility aware offloading for mobile-edge computing	74
Anomaly detection of industrial control systems based on transfer learning	73
Hardware implementation of spiking neural networks on FPGA	64
Decomposition-based multi-objective optimization for energy-aware distributed hybrid flow shop scheduling with multiprocessor tasks	62
Improved Dota2 lineup recommendation model based on a bidirectional LSTM	58
Personalized real-time movie recommendation system: Practical prototype and evaluation	56
A multi-objective optimization method of initial virtual machine fault-tolerant placement for star topological data centers of cloud systems	55
Enhanced learning resource recommendation based on online learning style model	52
Cybersecurity named entity recognition using bidirectional long short-term memory with conditional random fields	49
Survey of pedestrian action recognition techniques for autonomous driving	44
A PUF-based and cloud-assisted lightweight authentication for multi-hop body area network	43
Dynamic Task Offloading for Mobile Edge Computing with Hybrid Energy Supply	41
Consideration of the local correlation of learning behaviors to predict dropouts from MOOCs	37
Dataflow Management in the Internet of Things: Sensing, Control, and Security	37
Transportation mode identification with GPS trajectory data and GIS information	36
Automatic modulation recognition based on CNN and GRU	36
A time-aware dynamic service quality prediction approach for services	35

Intrusion detection system using voting-based neural network	34
A truncated SVD-based ARIMA model for multiple QoS prediction in mobile edge computing	32
Preserving personalized location privacy in ride-hailing service	32
Graph neural architecture search: A survey	30
Machine learning-based multi-modal information perception for soft robotic hands	30
Effect of image noise on the classification of skin lesions using deep convolutional neural networks	30
An inception module CNN classifiers fusion method on pulmonary nodule diagnosis by signs	29
Developments and applications of tunneling magnetoresistance sensors	28
Quality-aware user recruitment based on federated learning in mobile crowd sensing	28
Fractional-order proportional-integral-derivative linear active disturbance rejection control design and parameter optimization for hypersonic vehicles with actuator faults	28
News keyword extraction algorithm based on semantic clustering and word graph model	28
Access control and authorization in smart homes: A survey	27
A data-driven clustering recommendation method for single-cell RNA-sequencing data	27
Convergence of broadband and broadcast/multicast in maritime information networks	26
Spatial-temporal ConvLSTM for vehicle driving intention prediction	26
A novel hybrid method to analyze security vulnerabilities in Android applications	26
TW-Co-MFC: Two-level weighted collaborative fuzzy clustering based on maximum entropy for multi-view data	26
Event temporal relation extraction with attention mechanism and graph neural network	25
Memristor-based signal processing for edge computing	24
A novel cross-project software defect prediction algorithm based on transfer learning	24
A generative method for steganography by cover synthesis with auxiliary semantics	23
ePUF: A lightweight double identity verification in IoT	23
Inertial motion tracking on mobile and wearable devices: Recent advancements and challenges	22
5Ws of green and sustainable software	22
A Chan-Vese model based on the Markov chain for unsupervised medical image segmentation	22
Deep learning-based classification of the polar emotions of "moe"-style cartoon pictures	22
Distributed Consensus for Blockchains in Internet-of-Things Networks	21
Mobile multimedia computing in cyber-physical surveillance services through UAV-borne Video-SAR: A taxonomy of intelligent data processing for IoMT-enabled radar sensor networks	20
A Survey of Human Action Recognition and Posture Prediction	20
Enriching the transfer learning with pre-trained lexicon embedding for low-resource neural machine translation	20
HTDet: A clustering method using information entropy for hardware Trojan detection	20
Reliable data storage in heterogeneous wireless sensor networks by jointly optimizing routing and storage node deployment	20
Security issues and defensive approaches in deep learning frameworks	19
Smart attendance system based on frequency distribution algorithm with passive RFID tags	19
A survey of game theory as applied to social networks	17
Cross-modal complementary network with hierarchical fusion for multimodal sentiment classification	17
A cascade model-aware generative adversarial example detection method	17
Brief introduction of TianHe exascale prototype system	17
POI neural-rec model via graph embedding representation	17
A cross-layer cooperative jamming scheme for social internet of things	16
Mutation testing for integer overflow in ethereum smart contracts	16
Incremental face clustering with optimal summary learning via graph convolutional network	16
Multi-agent modeling and simulation in the AI age	16
Balance resource allocation for spark jobs based on prediction of the optimal resource	16
Combining residual attention mechanisms and generative adversarial networks for hippocampus segmentation	16
Context-aware social media user sentiment analysis	15
Metabolite-disease association prediction algorithm combining DeepWalk and random forest	15
MHGCN: Multiview highway graph convolutional network for cross-lingual entity alignment	15
An architecture for software engineering gamification	15
NetEPD: A network-based essential protein discovery platform	15

Residual convolutional graph neural network with subgraph attention pooling	14
Monte Carlo Simulation-Based Robust Workflow Scheduling for Spot Instances in Cloud Environments	14
Efficient publication of distributed and overlapping graph data under differential privacy	14
Modelling the dropout patterns of MOOC learners	14
Challenges and opportunities in algorithmic solutions for re-balancing in bike sharing systems	13
Robust segmentation method for noisy images based on an unsupervised denosing filter	13
Modified multi-key fully homomorphic encryption based on NTRU cryptosystem without key-switching	13
WAEAS: An optimization scheme of EAS scheduler for wearable applications	13
Secure scheme for locating disease-causing genes based on multi-key homomorphic encryption	13
Link-privacy preserving graph embedding data publication with adversarial learning	13
IDEA: A utility-enhanced approach to incomplete data stream anonymization	13
CAN: Effective cross features by global attention mechanism and neural network for ad click prediction	12
Overview of ultra-wideband transceivers—system architectures and applications	12
A memory-related vulnerability detection approach based on vulnerability features	12
A computer-aided system for ocular myasthenia gravis diagnosis	12
Sampling-based approximate skyline query in sensor equipped IoT networks	12
Study of texture segmentation and classification for grading small hepatocellular carcinoma based on CT images	12