OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Computer Science and Technology is 3. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Active Learning Query Strategies for Classification, Regression, and Clustering: A Survey	87
A Survey on Blocking Technology of Entity Resolution	75
Serendipity in Recommender Systems: A Systematic Literature Review	48
CytoBrain: Cervical Cancer Screening System Based on Deep Learning Technology	36
Diagnosis of COVID-19 Pneumonia via a Novel Deep Learning Architecture	34
Lane Detection: A Survey with New Results	33
Predicting Code Smells and Analysis of Predictions: Using Machine Learning Techniques and Software Metrics	26
ATLRec: An Attentional Adversarial Transfer Learning Network for Cross-Domain Recommendation	25
Distinguishing Computer-Generated Images from Natural Images Using Channel and Pixel Correlation	23
Joint Label-Specific Features and Correlation Information for Multi-Label Learning	22
Comparison Between Deep Learning Models and Traditional Machine Learning Approaches for Facial Expression Recognition in Ageing Adults	21
Robust Needle Localization and Enhancement Algorithm for Ultrasound by Deep Learning and Beam Steering Methods	20
Next POI Recommendation Based on Location Interest Mining with Recurrent Neural Networks	20
Two-Stream Temporal Convolutional Networks for Skeleton-Based Human Action Recognition	19
SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array	19
A Survey on Performance Optimization of High-Level Synthesis Tools	18
Verifying ReLU Neural Networks from a Model Checking Perspective	18
A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions	17
Data Security and Privacy in Bitcoin System: A Survey	15
Learning Human-Written Commit Messages to Document Code Changes	15
PetroKG: Construction and Application of Knowledge Graph in Upstream Area of PetroChina	14
Incremental Multi-Label Learning with Active Queries	14
WATuning: A Workload-Aware Tuning System with Attention-Based Deep Reinforcement Learning	13
Performance Evaluation of Memory-Centric ARMv8 Many-Core Architectures: A Case Study with Phytium 2000+	13
3D Object Tracking with Adaptively Weighted Local Bundles	13

Constructing an Educational Knowledge Graph with Concepts Linked to Wikipedia	12
SE-Chain: A Scalable Storage and Efficient Retrieval Model for Blockchain	11
Window Detection in Facades Using Heatmap Fusion	11
A Comparative Study of CNN- and Transformer-Based Visual Style Transfer	11
A Revisit of Shape Editing Techniques: From the Geometric to the Neural Viewpoint	11
Exploiting Multiple Correlations Among Urban Regions for Crowd Flow Prediction	11
Machine Learning Techniques for Software Maintainability Prediction: Accuracy Analysis	11
PIM-Align: A Processing-in-Memory Architecture for FM-Index Search Algorithm	11
Partial Label Learning via Conditional-Label-Aware Disambiguation	10
A Comprehensive Pipeline for Complex Text-to-Image Synthesis	10
Source-Free Unsupervised Domain Adaptation with Sample Transport Learning	10
FATOC: Bug Isolation Based Multi-Fault Localization by Using OPTICS Clustering	9
EmotionMap: Visual Analysis of Video Emotional Content on a Map	9
Semi-Supervised Classification of Data Streams by BIRCH Ensemble and Local Structure Mapping	9
Predicting CircRNA-Disease Associations Based on Improved Weighted Biased Meta-Structure	9
Fault-Tolerant Hamiltonicity and Hamiltonian Connectivity of BCube with Various Faulty Elements	9
Modelling and Verification of Real-Time Publish and Subscribe Protocol Using Uppaal and Simulink/Stateflow	8
Efficient Multiagent Policy Optimization Based on Weighted Estimators in Stochastic Cooperative Environments	8
A Heuristic Sampling Method for Maintaining the Probability Distribution	8
Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics	8
Optimistic Transaction Processing in Deterministic Database	8
Cognition-Driven Traffic Simulation for Unstructured Road Networks	8
Collaborative Matrix Factorization with Soft Regularization for Drug-Target Interaction Prediction	8
Pre-Train and Learn: Preserving Global Information for Graph Neural Networks	7
Data-Driven Approaches for Spatio-Temporal Analysis: A Survey of the State-of-the-Arts	7
Differential Privacy via a Truncated and Normalized Laplace Mechanism	7
FDGLib: A Communication Library for Efficient Large-Scale Graph Processing in FPGA-Accelerated Data Centers	7
DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images	7
Multi-Feature Super-Resolution Network for Cloth Wrinkle Synthesis	7
Chinese Word Segmentation via BiLSTM+Semi-CRF with Relay Node	7
EasyModel: A Refinement-Based Modeling and Verification Approach for Self-Adaptive Software	7
Specification and Verification of the Zab Protocol with TLA+	6
Discrimination-Aware Domain Adversarial Neural Network	6
Unified Enclave Abstraction and Secure Enclave Migration on Heterogeneous Security Architectures	6
Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining	6
Exploiting Structural and Temporal Influence for Dynamic Social-Aware Recommendation	6
Detecting Duplicate Contributions in Pull-Based Model Combining Textual and Change Similarities	6
A Survey of Text Summarization Approaches Based on Deep Learning	6
Denoising Stochastic Progressive Photon Mapping Renderings Using a Multi-Residual Network	6
Multi-Scale Deep Cascade Bi-Forest for Electrocardiogram Biometric Recognition	6
Characterizing and Detecting Gas-Inefficient Patterns in Smart Contracts	6
Interference Analysis of Co-Located Container Workloads: A Perspective from Hardware Performance Counters	6
A Comprehensive Review of Redirected Walking Techniques: Taxonomy, Methods, and Future Directions	6
COLIN: A Cache-Conscious Dynamic Learned Index with High Read/Write Performance	6
Feature Selection for Malware Detection on the Android Platform Based on Differences of IDF Values	6
A Study on Modeling and Optimization of Memory Systems	5
Byte Frequency Based Indicators for Crypto-Ransomware Detection from Empirical Analysis	5
Synthetic Lethal Interactions Prediction Based on Multiple Similarity Measures Fusion	5
Logistic Weighted Profile-Based Bi-Random Walk for Exploring MiRNA-Disease Associations	5
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting	4

User Account Linkage Across Multiple Platforms with Location Data	4
Automatic Buffer Overflow Warning Validation	4
xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep Learning	4
Probability-Based Channel Pruning for Depthwise Separable Convolutional Networks	4
ARSlice: Head-Mounted Display Augmented with Dynamic Tracking and Projection	4
Improving Entity Linking in Chinese Domain by Sense Embedding Based on Graph Clustering	4
Impacts of Dirty Data on Classification and Clustering Models: An Experimental Evaluation	4
Enriching Context Information for Entity Linking with Web Data	4
Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View	4
Huge Page Friendly Virtualized Memory Management	4
Discovering API Directives from API Specifications with Text Classification	4
Predicted Robustness as QoS for Deep Neural Network Models	3
Cloaking Region Based Passenger Privacy Protection in Ride-Hailing Systems	3
An Effective Discrete Artificial Bee Colony Based SPARQL Query Path Optimization by Reordering Triples	3
Item Cold-Start Recommendation with Personalized Feature Selection	3
DeltaFuzz: Historical Version Information Guided Fuzz Testing	3
Unconditionally Secure Oblivious Polynomial Evaluation: A Survey and New Results	3
ovAFLow: Detecting Memory Corruption Bugs with Fuzzing-Based Taint Inference	3
MPI-RCDD: A Framework for MPI Runtime Communication Deadlock Detection	3
TOAST: Automated Testing of Object Transformers in Dynamic Software Updates	3
Color Image Super-Resolution and Enhancement with Inter-Channel Details at Trivial Cost	3
Neural Explainable Recommender Model Based on Attributes and Reviews	3
Word-Pair Relevance Modeling with Multi-View Neural Attention Mechanism for Sentence Alignment	3
Accumulative Time Based Ranking Method to Reputation Evaluation in Information Networks	3
A Machine Learning Framework with Feature Selection for Floorplan Acceleration in IC Physical Design	3
SymPas: Symbolic Program Slicing	3
ProSy: API-Based Synthesis with Probabilistic Model	3
Single Image Deraining Using Residual Channel Attention Networks	3