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 2020-07-01 to 2024-07-01.)

Article	Citations
Active Learning Query Strategies for Classification, Regression, and Clustering: A Survey	98
A Survey on Blocking Technology of Entity Resolution	78
Serendipity in Recommender Systems: A Systematic Literature Review	54
CytoBrain: Cervical Cancer Screening System Based on Deep Learning Technology	46
Diagnosis of COVID-19 Pneumonia via a Novel Deep Learning Architecture	40
Predicting Code Smells and Analysis of Predictions: Using Machine Learning Techniques and Software Metrics	32
ATLRec: An Attentional Adversarial Transfer Learning Network for Cross-Domain Recommendation	27
Comparison Between Deep Learning Models and Traditional Machine Learning Approaches for Facial Expression Recognition in Ageing Adults	26
Robust Needle Localization and Enhancement Algorithm for Ultrasound by Deep Learning and Beam Steering Methods	24
A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions	20
Verifying ReLU Neural Networks from a Model Checking Perspective	19
Learning Human-Written Commit Messages to Document Code Changes	17
Constructing an Educational Knowledge Graph with Concepts Linked to Wikipedia	17
Performance Evaluation of Memory-Centric ARMv8 Many-Core Architectures: A Case Study with Phytium 2000+	16
Data Security and Privacy in Bitcoin System: A Survey	16
A Comprehensive Review of Redirected Walking Techniques: Taxonomy, Methods, and Future Directions	16
WATuning: A Workload-Aware Tuning System with Attention-Based Deep Reinforcement Learning	15
SE-Chain: A Scalable Storage and Efficient Retrieval Model for Blockchain	14
Source-Free Unsupervised Domain Adaptation with Sample Transport Learning	14
A Comparative Study of CNN- and Transformer-Based Visual Style Transfer	14
A Revisit of Shape Editing Techniques: From the Geometric to the Neural Viewpoint	13
3D Object Tracking with Adaptively Weighted Local Bundles	13
PIM-Align: A Processing-in-Memory Architecture for FM-Index Search Algorithm	12
Machine Learning Techniques for Software Maintainability Prediction: Accuracy Analysis	11
Partial Label Learning via Conditional-Label-Aware Disambiguation	11

A Survey of Text Summarization Approaches Based on Deep Learning	11
Window Detection in Facades Using Heatmap Fusion	11
FATOC: Bug Isolation Based Multi-Fault Localization by Using OPTICS Clustering	11
Fault-Tolerant Hamiltonicity and Hamiltonian Connectivity of BCube with Various Faulty Elements	11
COLIN: A Cache-Conscious Dynamic Learned Index with High Read/Write Performance	10
Collaborative Matrix Factorization with Soft Regularization for Drug-Target Interaction Prediction	10
Predicting CircRNA-Disease Associations Based on Improved Weighted Biased Meta-Structure	10
Pre-Train and Learn: Preserving Global Information for Graph Neural Networks	9
Characterizing and Detecting Gas-Inefficient Patterns in Smart Contracts	9
Modelling and Verification of Real-Time Publish and Subscribe Protocol Using Uppaal and Simulink/Stateflow	9
Chinese Word Segmentation via BiLSTM+Semi-CRF with Relay Node	9
Cognition-Driven Traffic Simulation for Unstructured Road Networks	9
DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images	9
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
Differential Privacy via a Truncated and Normalized Laplace Mechanism	8
User Account Linkage Across Multiple Platforms with Location Data	7
Detecting Duplicate Contributions in Pull-Based Model Combining Textual and Change Similarities	7
Multi-Scale Deep Cascade Bi-Forest for Electrocardiogram Biometric Recognition	7
Multi-Feature Super-Resolution Network for Cloth Wrinkle Synthesis	7
FDGLib: A Communication Library for Efficient Large-Scale Graph Processing in FPGA-Accelerated Data Centers	7
EasyModel: A Refinement-Based Modeling and Verification Approach for Self-Adaptive Software	7
Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View	6
Specification and Verification of the Zab Protocol with TLA+	6
Unified Enclave Abstraction and Secure Enclave Migration on Heterogeneous Security Architectures	6
Feature Selection for Malware Detection on the Android Platform Based on Differences of IDF Values	6
Impacts of Dirty Data on Classification and Clustering Models: An Experimental Evaluation	6
A Study on Modeling and Optimization of Memory Systems	6
Byte Frequency Based Indicators for Crypto-Ransomware Detection from Empirical Analysis	6
Logistic Weighted Profile-Based Bi-Random Walk for Exploring MiRNA-Disease Associations	6
Synthetic Lethal Interactions Prediction Based on Multiple Similarity Measures Fusion	5
xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep Learning	5
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting	5
Discovering API Directives from API Specifications with Text Classification	5
A Prefetch-Adaptive Intelligent Cache Replacement Policy Based on Machine Learning	5
Learn Robust Pedestrian Representation Within Minimal Modality Discrepancy for Visible-Infrared Person Re-Identification	5
Probability-Based Channel Pruning for Depthwise Separable Convolutional Networks	4
Automatic Buffer Overflow Warning Validation	4
The Memory-Bounded Speedup Model and Its Impacts in Computing	4
ML-Parser: An Efficient and Accurate Online Log Parser	4
Accumulative Time Based Ranking Method to Reputation Evaluation in Information Networks	4
GAEBic: A Novel Biclustering Analysis Method for miRNA-Targeted Gene Data Based on Graph Autoencoder	4
Improving Entity Linking in Chinese Domain by Sense Embedding Based on Graph Clustering	4
Single Image Deraining Using Residual Channel Attention Networks	4
ovAFLow: Detecting Memory Corruption Bugs with Fuzzing-Based Taint Inference	4
Enriching Context Information for Entity Linking with Web Data	4
ARSlice: Head-Mounted Display Augmented with Dynamic Tracking and Projection	4
Improving Friend Recommendation for Online Learning with Fine-Grained Evolving Interest	4
Unconditionally Secure Oblivious Polynomial Evaluation: A Survey and New Results	4
A Multi-Point Distance-Bounding Protocol for Securing Automatic Dependent Surveillance-Broadcast in Unmanned Aerial Vehicle Applications	4

SymPas: Symbolic Program Slicing	3
Item Cold-Start Recommendation with Personalized Feature Selection	3
Multimodal Interactive Network for Sequential Recommendation	3
ProSy: API-Based Synthesis with Probabilistic Model	3
Neural Explainable Recommender Model Based on Attributes and Reviews	3
Predicted Robustness as QoS for Deep Neural Network Models	3
Ubiquitous WiFi and Acoustic Sensing: Principles, Technologies, and Applications	3
An Effective Discrete Artificial Bee Colony Based SPARQL Query Path Optimization by Reordering Triples	3
Revisiting Persistent Indexing Structures on Intel Optane DC Persistent Memory	3
Mixed Hierarchical Networks for Deep Entity Matching	3
DeltaFuzz: Historical Version Information Guided Fuzz Testing	3
ReLoc: Indoor Visual Localization with Hierarchical Sitemap and View Synthesis	3
AMCheX: Accurate Analysis of Missing-Check Bugs for Linux Kernel	3
A Novel Probabilistic Saturating Counter Design for Secure Branch Predictor	3
Universal Image Steganalysis Based on Convolutional Neural Network with Global Covariance Pooling	3
Method for Processing Graph Degeneracy in Dynamic Geometry Based on Domain Design	3
Color Image Super-Resolution and Enhancement with Inter-Channel Details at Trivial Cost	3
A Secure IoT Firmware Update Scheme Against SCPA and DoS Attacks	3
Quality of Service Support in RPL Networks: Standing State and Future Prospects	3
A Survey of Approximate Computing: From Arithmetic Units Design to High-Level Applications	3
Conjugate-Gradient Progressive-Iterative Approximation for Loop and Catmull-Clark Subdivision Surface Interpolation	3
Facebook and Tencent Data Fit a Cube Law Better than Metcalfe’s Law	3
TOAST: Automated Testing of Object Transformers in Dynamic Software Updates	3