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 2020-11-01 to 2024-11-01.)

Article	Citations
Serendipity in Recommender Systems: A Systematic Literature Review	56
CytoBrain: Cervical Cancer Screening System Based on Deep Learning Technology	55
Diagnosis of COVID-19 Pneumonia via a Novel Deep Learning Architecture	43
Predicting Code Smells and Analysis of Predictions: Using Machine Learning Techniques and Software Metrics	34
Robust Needle Localization and Enhancement Algorithm for Ultrasound by Deep Learning and Beam Steering Methods	28
A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions	21
A Comprehensive Review of Redirected Walking Techniques: Taxonomy, Methods, and Future Directions	19
Learning Human-Written Commit Messages to Document Code Changes	19
Verifying ReLU Neural Networks from a Model Checking Perspective	19
Constructing an Educational Knowledge Graph with Concepts Linked to Wikipedia	18
WATuning: A Workload-Aware Tuning System with Attention-Based Deep Reinforcement Learning	17
Performance Evaluation of Memory-Centric ARMv8 Many-Core Architectures: A Case Study with Phytium 2000+	16
SE-Chain: A Scalable Storage and Efficient Retrieval Model for Blockchain	16
A Revisit of Shape Editing Techniques: From the Geometric to the Neural Viewpoint	16
A Comparative Study of CNN- and Transformer-Based Visual Style Transfer	16
PIM-Align: A Processing-in-Memory Architecture for FM-Index Search Algorithm	14
A Survey of Text Summarization Approaches Based on Deep Learning	14
Partial Label Learning via Conditional-Label-Aware Disambiguation	14
Source-Free Unsupervised Domain Adaptation with Sample Transport Learning	14
3D Object Tracking with Adaptively Weighted Local Bundles	13
Characterizing and Detecting Gas-Inefficient Patterns in Smart Contracts	12
Predicting CircRNA-Disease Associations Based on Improved Weighted Biased Meta-Structure	11
Pre-Train and Learn: Preserving Global Information for Graph Neural Networks	11
Differential Privacy via a Truncated and Normalized Laplace Mechanism	11
COLIN: A Cache-Conscious Dynamic Learned Index with High Read/Write Performance	11

Collaborative Matrix Factorization with Soft Regularization for Drug-Target Interaction Prediction	10
DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images	10
Modelling and Verification of Real-Time Publish and Subscribe Protocol Using Uppaal and Simulink/Stateflow	9
A Heuristic Sampling Method for Maintaining the Probability Distribution	9
Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics	8
Detecting Duplicate Contributions in Pull-Based Model Combining Textual and Change Similarities	8
Multi-Scale Deep Cascade Bi-Forest for Electrocardiogram Biometric Recognition	8
Impacts of Dirty Data on Classification and Clustering Models: An Experimental Evaluation	8
FDGLib: A Communication Library for Efficient Large-Scale Graph Processing in FPGA-Accelerated Data Centers	7
Logistic Weighted Profile-Based Bi-Random Walk for Exploring MiRNA-Disease Associations	7
Byte Frequency Based Indicators for Crypto-Ransomware Detection from Empirical Analysis	7
Multi-Feature Super-Resolution Network for Cloth Wrinkle Synthesis	7
Ubiquitous WiFi and Acoustic Sensing: Principles, Technologies, and Applications	7
xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep Learning	7
A Study on Modeling and Optimization of Memory Systems	6
Specification and Verification of the Zab Protocol with TLA+	6
Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View	6
ovAFLow: Detecting Memory Corruption Bugs with Fuzzing-Based Taint Inference	6
Unified Enclave Abstraction and Secure Enclave Migration on Heterogeneous Security Architectures	6
Improving Entity Linking in Chinese Domain by Sense Embedding Based on Graph Clustering	6
Learn Robust Pedestrian Representation Within Minimal Modality Discrepancy for Visible-Infrared Person Re-Identification	5
Accumulative Time Based Ranking Method to Reputation Evaluation in Information Networks	5
SymPas: Symbolic Program Slicing	5
DeltaFuzz: Historical Version Information Guided Fuzz Testing	5
Discovering Cohesive Temporal Subgraphs with Temporal Density Aware Exploration	5
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting	5
Synthetic Lethal Interactions Prediction Based on Multiple Similarity Measures Fusion	5
Discovering API Directives from API Specifications with Text Classification	5
GAEBic: A Novel Biclustering Analysis Method for miRNA-Targeted Gene Data Based on Graph Autoencoder	5
A Prefetch-Adaptive Intelligent Cache Replacement Policy Based on Machine Learning	5
Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation	4
Universal Image Steganalysis Based on Convolutional Neural Network with Global Covariance Pooling	4
ARSlice: Head-Mounted Display Augmented with Dynamic Tracking and Projection	4
Automatic Buffer Overflow Warning Validation	4
Connecting the Dots in Self-Supervised Learning: A Brief Survey for Beginners	4
Single Image Deraining Using Residual Channel Attention Networks	4
Towards Defense Against Adversarial Attacks on Graph Neural Networks via Calibrated Co-Training	4
Seg-CapNet: A Capsule-Based Neural Network for the Segmentation of Left Ventricle from Cardiac Magnetic Resonance Imaging	4
Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm	4
Improving Friend Recommendation for Online Learning with Fine-Grained Evolving Interest	4
The Memory-Bounded Speedup Model and Its Impacts in Computing	4
HXPY: A High-Performance Data Processing Package for Financial Time-Series Data	4
Verification of Real Time Operating System Exception Management Based on SPARCv8	4
Probability-Based Channel Pruning for Depthwise Separable Convolutional Networks	4
VPI: Vehicle Programming Interface for Vehicle Computing	4
WavEnhancer: Unifying Wavelet and Transformer for Image Enhancement	4
ML-Parser: An Efficient and Accurate Online Log Parser	4
Unconditionally Secure Oblivious Polynomial Evaluation: A Survey and New Results	4
Revisiting Persistent Indexing Structures on Intel Optane DC Persistent Memory	3
ReLoc: Indoor Visual Localization with Hierarchical Sitemap and View Synthesis	3

A Survey on Clock Synchronization in the Industrial Internet	3
Mixed Hierarchical Networks for Deep Entity Matching	3
Correlated Differential Privacy of Multiparty Data Release in Machine Learning	3
ProSy: API-Based Synthesis with Probabilistic Model	3
Experiments and Analyses of Anonymization Mechanisms for Trajectory Data Publishing	3
Neural Explainable Recommender Model Based on Attributes and Reviews	3
Method for Processing Graph Degeneracy in Dynamic Geometry Based on Domain Design	3
TOAST: Automated Testing of Object Transformers in Dynamic Software Updates	3
AMCheX: Accurate Analysis of Missing-Check Bugs for Linux Kernel	3
A Survey of Approximate Computing: From Arithmetic Units Design to High-Level Applications	3
Trace Semantics and Algebraic Laws for Total Store Order Memory Model	3
A Novel Probabilistic Saturating Counter Design for Secure Branch Predictor	3
Multimodal Interactive Network for Sequential Recommendation	3
Conjugate-Gradient Progressive-Iterative Approximation for Loop and Catmull-Clark Subdivision Surface Interpolation	3
A Secure IoT Firmware Update Scheme Against SCPA and DoS Attacks	3
An Effective Discrete Artificial Bee Colony Based SPARQL Query Path Optimization by Reordering Triples	3
Document-Level Neural Machine Translation with Hierarchical Modeling of Global Context	3
Symbolic Reasoning About Quantum Circuits in Coq	3
Novel Positive Multi-Layer Graph Based Method for Collaborative Filtering Recommender Systems	3
Topic Modeling Based Warning Prioritization from Change Sets of Software Repository	3
Synthetic Data Generation and Shuffled Multi-Round Training Based Offline Handwritten Mathematical Expression Recognition	3
Test-Driven Feature Extraction of Web Components	3
Quality of Service Support in RPL Networks: Standing State and Future Prospects	3
Facebook and Tencent Data Fit a Cube Law Better than Metcalfe’s Law	3