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Evaluating link prediction methods

https://doi.org/10.1007/s10115-014-0789-0

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Probability Inequalities for Sums of Bounded Random Variables

inferredcites →https://doi.org/10.1002/asi.20591openalex-snapshot

The link‐prediction problem for social networks

inferredcites →https://doi.org/10.1007/978-1-4612-0865-5_26openalex-snapshot

Probability Inequalities for sums of Bounded Random Variables

inferredcites →https://doi.org/10.1007/s10994-006-8199-5openalex-snapshot

Cost curves: An improved method for visualizing classifier performance

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Measuring classifier performance: a coherent alternative to the area under the ROC curve

inferredcites →https://doi.org/10.1016/j.physa.2010.11.027openalex-snapshot

Link prediction in complex networks: A survey

inferredcites →https://doi.org/10.1016/s0022-2836(03)00239-0openalex-snapshot

How Reliable are Experimental Protein–Protein Interaction Data?

inferredcites →https://doi.org/10.1016/s0378-4371(02)00736-7openalex-snapshot

Evolution of the social network of scientific collaborations

inferredcites →https://doi.org/10.1016/s0378-8733(03)00009-1openalex-snapshot

Friends and neighbors on the Web

inferredcites →https://doi.org/10.1016/s1389-1286(00)00044-xopenalex-snapshot

Link prediction and path analysis using Markov chains

inferredcites →https://doi.org/10.1038/nature06830openalex-snapshot

Hierarchical structure and the prediction of missing links in networks

inferredcites →https://doi.org/10.1038/nature11459openalex-snapshot

Popularity versus similarity in growing networks

inferredcites →https://doi.org/10.1073/pnas.0501179102openalex-snapshot

Subnets of scale-free networks are not scale-free: Sampling properties of networks

inferredcites →https://doi.org/10.1073/pnas.0735871100openalex-snapshot

Assessing experimentally derived interactions in a small world

inferredcites →https://doi.org/10.1073/pnas.1107549108openalex-snapshot

Social network models predict movement and connectivity in ecological landscapes

inferredcites →https://doi.org/10.1073/pnas.98.2.404openalex-snapshot

The structure of scientific collaboration networks

inferredcites →https://doi.org/10.1080/01621459.1963.10500830openalex-snapshot

Probability Inequalities for Sums of Bounded Random Variables

inferredcites →https://doi.org/10.1080/15427951.2009.10129177openalex-snapshot

Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters

inferredcites →https://doi.org/10.1088/1478-3975/2/2/s01openalex-snapshot

Prediction of physical protein–protein interactions

inferredcites →https://doi.org/10.1103/physreve.64.025102openalex-snapshot

Clustering and preferential attachment in growing networks

inferredcites →https://doi.org/10.1109/asonam.2010.27openalex-snapshot

A Unified Framework for Link Recommendation Using Random Walks

inferredcites →https://doi.org/10.1109/asonam.2011.107openalex-snapshot

Multi-relational Link Prediction in Heterogeneous Information Networks

inferredcites →https://doi.org/10.1109/asonam.2012.68openalex-snapshot

Link Prediction: Fair and Effective Evaluation

inferredcites →https://doi.org/10.1109/icdm.2006.8openalex-snapshot

A Parameterized Probabilistic Model of Network Evolution for Supervised Link Prediction

inferredcites →https://doi.org/10.1109/icdm.2007.108openalex-snapshot

Local Probabilistic Models for Link Prediction

inferredcites →https://doi.org/10.1109/icdm.2010.110openalex-snapshot

Consequences of Variability in Classifier Performance Estimates

inferredcites →https://doi.org/10.1109/icdm.2012.140openalex-snapshot

Link Prediction and Recommendation across Heterogeneous Social Networks

inferredcites →https://doi.org/10.1109/icdm.2012.144openalex-snapshot

Predicting Links in Multi-relational and Heterogeneous Networks

inferredcites →https://doi.org/10.1109/icpr.2008.4761444openalex-snapshot

A matrix alignment approach for link prediction

inferredcites →https://doi.org/10.1109/ijcnn.2011.6033446openalex-snapshot

Link prediction by de-anonymization: How We Won the Kaggle Social Network Challenge

inferredcites →https://doi.org/10.1109/wi.2007.52openalex-snapshot

Link Prediction of Social Networks Based on Weighted Proximity Measures

inferredcites →https://doi.org/10.1109/wi.2007.71openalex-snapshot

Blog Community Discovery and Evolution Based on Mutual Awareness Expansion

inferredcites →https://doi.org/10.1126/science.286.5439.509openalex-snapshot

Emergence of Scaling in Random Networks

inferredcites →https://doi.org/10.1137/070710111openalex-snapshot

Power-Law Distributions in Empirical Data

inferredcites →https://doi.org/10.1145/1065385.1065415openalex-snapshot

Link prediction approach to collaborative filtering

inferredcites →https://doi.org/10.1145/1117454.1117456openalex-snapshot

Link mining

inferredcites →https://doi.org/10.1145/1117454.1117458openalex-snapshot

Prediction and ranking algorithms for event-based network data

inferredcites →https://doi.org/10.1145/1117454.1117460openalex-snapshot

The case for anomalous link discovery

inferredcites →https://doi.org/10.1145/1134271.1134284openalex-snapshot

Discovering missing links in Wikipedia

inferredcites →https://doi.org/10.1145/1143844.1143874openalex-snapshot

The relationship between Precision-Recall and ROC curves

inferredcites →https://doi.org/10.1145/1401890.1401948openalex-snapshot

Microscopic evolution of social networks

inferredcites →https://doi.org/10.1145/1592665.1592675openalex-snapshot

On the evolution of user interaction in Facebook

inferredcites →https://doi.org/10.1145/1772690.1772756openalex-snapshot

Predicting positive and negative links in online social networks

inferredcites →https://doi.org/10.1145/1835804.1835837openalex-snapshot

New perspectives and methods in link prediction

inferredcites →https://doi.org/10.1145/1835804.1835855openalex-snapshot

Cold start link prediction

inferredcites →https://doi.org/10.1145/1921168.1921201openalex-snapshot

Exploiting locality of interest in online social networks

inferredcites →https://doi.org/10.1145/1935826.1935914openalex-snapshot

Supervised random walks

inferredcites →https://doi.org/10.1145/2020408.2020575openalex-snapshot

Exploiting place features in link prediction on location-based social networks

inferredcites →https://doi.org/10.1145/2020408.2020581openalex-snapshot

Human mobility, social ties, and link prediction

inferredcites →https://doi.org/10.1145/2020408.2020600openalex-snapshot

Probabilistic topic models with biased propagation on heterogeneous information networks

inferredcites →https://doi.org/10.1145/2063576.2063740openalex-snapshot

Who will follow you back?

inferredcites →https://doi.org/10.1145/2124295.2124373openalex-snapshot

When will it happen?

inferredcites →https://doi.org/10.1145/2339530.2339693openalex-snapshot

Event-based social networks

inferredcites →https://doi.org/10.1145/956863.956972openalex-snapshot

The link prediction problem for social networks

inferredcites →https://doi.org/10.1145/959242.959253openalex-snapshot

Link mining

inferredcites →https://doi.org/10.1184/r1/6586835.v1openalex-snapshot

Power-law distributions in empirical data

inferredcites →https://doi.org/10.1256/003590002320603584openalex-snapshot

Areas beneath the relative operating characteristics (ROC) and relative operating levels (ROL) curves: Statistical significance and interpretation

inferredcites →https://doi.org/10.1515/9781400841356.221openalex-snapshot

The structure of scientific collaboration networks

inferredcites →https://doi.org/10.1515/9781400841356.349openalex-snapshot

Emergence of Scaling in Random Networks

inferredcites →https://doi.org/10.1890/0012-9658(1999)080[1044:eoseoc]2.0.co;2openalex-snapshot

EFFECTS OF SAMPLING EFFORT ON CHARACTERIZATION OF FOOD-WEB STRUCTURE

inferredcites →https://doi.org/10.2139/ssrn.1634014openalex-snapshot

Link Prediction Based on Graph Topology: The Predictive Value of Generalized Clustering Coefficient

inferredcites →https://doi.org/10.37052/ml.31(1)no1openalex-snapshot

What's In A Name? Malay Seals As Onomastic Sources

inferredcites →https://doi.org/10.48550/arxiv.1003.2429openalex-snapshot

Predicting Positive and Negative Links in Online Social Networks

inferredcites →https://doi.org/10.48550/arxiv.1011.4071openalex-snapshot

Supervised Random Walks: Predicting and Recommending Links in Social Networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Personalized Recommendation System Based on Social Relationships and Historical Behaviors

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A Fast Parallel Approach for Neighborhood‐Based Link Prediction by Disregarding Large Hubs

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Link Prediction: A Primer

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Link Prediction: A Primer

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Link Prediction via Factorization Machines

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User Linkage Across Anonymizd Social Networks

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Systematic Biases in Link Prediction: Comparing Heuristic and Graph Embedding Based Methods

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Automatic Discovery of Families of Network Generative Processes

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A Bayesian Method for Link Prediction with Considering Path Information

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An Experiment with Link Prediction in Social Network: Two New Link Prediction Methods

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Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings

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NotaryPedia: A Knowledge Graph of Historical Notarial Manuscripts

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Link Prediction via Higher-Order Motif Features

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Negative Sampling for Hyperlink Prediction in Networks

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Semantic Similarity Measures for Topological Link Prediction

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Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network

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Experimental Evaluation of Train and Test Split Strategies in Link Prediction

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Follow Recommendation in Social Networks

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Dependency-Based Link Prediction for Learning Microsegmentation Policy

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Link Prediction with Text in Online Social Networks: The Role of Textual Content on High-Resolution Temporal Data

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Network Structure Versus Chemical Information in Drug-Drug Interaction Prediction

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Anticipating Cyberdefense Capability Requirements by Link Prediction Analysis

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Approximation of Missing Links in Stochastic Online Social Network Using Neural Network

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The Missing Link: Joint Legal Citation Prediction Using Heterogeneous Graph Enrichment

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Link Prediction on Tweets’ Content

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SNE: Signed Network Embedding

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Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes

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Semi-supervised Graph Embedding Approach to Dynamic Link Prediction

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Identification and Analysis of Future User Interactions Using Some Link Prediction Methods in Social Networks

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A Deep Learning Framework for Dynamic Network Link Prediction

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Graph Interpretation of Image-Text Matching: Link Prediction on Concept-Enhanced Cross-Modal Graph

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Link Prediction in Complex Networks: An Empirical Review

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Link Prediction-Based Multi-Identity Recognition of Darknet Vendors

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Link Prediction in Dynamic Networks Based on Topological and Historical Information

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Network embedding for bipartite networks with applications in interlocking directorates in Chinese companies

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Automatic feature selection for supervised learning in link prediction applications: a comparative study

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NEAWalk: Inferring missing social interactions via topological-temporal embeddings of social groups

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Enhancing link prediction in dynamic social networks through hybrid GCN-LSTM models

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GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction

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Link prediction in directed complex networks: combining similarity-popularity and path patterns mining

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Negative link prediction to reduce dropout in Massive Open Online Courses

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Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces

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Experimental evaluation of the effect of community structures on link prediction

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Edge contrastive learning for link prediction

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Progresses and challenges in link prediction

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Graph embedding-based link prediction for literature-based discovery in Alzheimer’s Disease

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A diluted confounding factors model applied to causal link prediction

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Statistical similarity measures for link prediction in heterogeneous complex networks

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EvalNE: A framework for network embedding evaluation

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Inductive link prediction facilitates the discovery of missing links and enables cross-community inference in ecological networks

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Link Prediction based on Quantum-Inspired Ant Colony Optimization

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Modelling Self-Organization in Complex Networks Via a Brain-Inspired Network Automata Theory Improves Link Reliability in Protein Interactomes

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Evaluating link prediction by diffusion processes in dynamic networks

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A Scalable Similarity-Popularity Link Prediction Method

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A novel graph mining approach to predict and evaluate food-drug interactions

inferred← citeshttps://doi.org/10.1038/s41598-022-22843-4openalex-snapshot

Identifying accurate link predictors based on assortativity of complex networks

inferred← citeshttps://doi.org/10.1038/s42005-023-01143-xopenalex-snapshot

Model-independent embedding of directed networks into Euclidean and hyperbolic spaces

inferred← citeshttps://doi.org/10.1038/s42005-025-02157-3openalex-snapshot

Unveiling the role of higher-order interactions via stepwise reduction

inferred← citeshttps://doi.org/10.1038/srep30108openalex-snapshot

Efficient embedding of complex networks to hyperbolic space via their Laplacian

inferred← citeshttps://doi.org/10.1038/srep34540openalex-snapshot

Beatquency domain and machine learning improve prediction of cardiovascular death after acute coronary syndrome

inferred← citeshttps://doi.org/10.1038/srep37557openalex-snapshot

SCOUT: simultaneous time segmentation and community detection in dynamic networks

inferred← citeshttps://doi.org/10.1038/srep38938openalex-snapshot

A perturbation-based framework for link prediction via non-negative matrix factorization

inferred← citeshttps://doi.org/10.1038/srep44981openalex-snapshot

Mutual information model for link prediction in heterogeneous complex networks

inferred← citeshttps://doi.org/10.1039/c9ce01110bopenalex-snapshot

Cocrystal design by network-based link prediction

inferred← citeshttps://doi.org/10.1073/pnas.1909046117openalex-snapshot

Estimating the deep replicability of scientific findings using human and artificial intelligence

inferred← citeshttps://doi.org/10.1073/pnas.2416646122openalex-snapshot

Bias-aware training and evaluation of link prediction algorithms in network biology

inferred← citeshttps://doi.org/10.1080/09544828.2026.2680610openalex-snapshot

Research on patent-based cross-domain knowledge fusion methods driven by C-K theory

inferred← citeshttps://doi.org/10.1088/1367-2630/17/11/113037openalex-snapshot

Common neighbours and the local-community-paradigm for topological link prediction in bipartite networks

inferred← citeshttps://doi.org/10.1088/2632-072x/ad46beopenalex-snapshot

Comparing discriminating abilities of evaluation metrics in link prediction

inferred← citeshttps://doi.org/10.1088/2632-072x/ada07fopenalex-snapshot

Synthetic graphs for link prediction benchmarking

inferred← citeshttps://doi.org/10.1093/bib/bbx041openalex-snapshot

Pioneering topological methods for network-based drug–target prediction by exploiting a brain-network self-organization theory

inferred← citeshttps://doi.org/10.1093/bioadv/vbaf216openalex-snapshot

Node2Vec-DGI-EL: a hierarchical graph representation learning model for ingredient–disease association prediction

inferred← citeshttps://doi.org/10.1093/bioinformatics/btaf148openalex-snapshot

Topology-driven negative sampling enhances generalizability in protein–protein interaction prediction

inferred← citeshttps://doi.org/10.1093/comjnl/bxz089openalex-snapshot

Relative Assortativity Index: A Quantitative Metric to Assess the Impact of Link Prediction Techniques on Assortativity of Complex Networks

inferred← citeshttps://doi.org/10.1093/pnasnexus/pgae498openalex-snapshot

Inconsistency among evaluation metrics in link prediction

inferred← citeshttps://doi.org/10.1101/2020.05.04.075754openalex-snapshot

A consistent evaluation of miRNA-disease association prediction models

inferred← citeshttps://doi.org/10.1101/2021.09.22.461292openalex-snapshot

Assessment of community efforts to advance computational prediction of protein-protein interactions

inferred← citeshttps://doi.org/10.1101/2022.10.13.511953openalex-snapshot

Are under-studied proteins under-represented? How to fairly evaluate link prediction algorithms in network biology

inferred← citeshttps://doi.org/10.1101/2023.08.10.552825openalex-snapshot

Network shape intelligence outperforms AlphaFold2 intelligence in vanilla protein interaction prediction

inferred← citeshttps://doi.org/10.1101/2024.10.17.618804openalex-snapshot

Knowledge Graphs and Explainable AI for Drug Repurposing on Rare Diseases

inferred← citeshttps://doi.org/10.1103/physrevx.11.031014openalex-snapshot

Machine Learning Link Inference of Noisy Delay-Coupled Networks with Optoelectronic Experimental Tests

inferred← citeshttps://doi.org/10.1108/jm2-11-2023-0268openalex-snapshot

Community detection using Jaya optimization algorithm based on deep learning methods and KNN graph-based clustering

inferred← citeshttps://doi.org/10.1109/access.2020.3010223openalex-snapshot

Bipartite Link Prediction by Intra-Class Connection Based Triadic Closure

inferred← citeshttps://doi.org/10.1109/access.2021.3082932openalex-snapshot

Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey

inferred← citeshttps://doi.org/10.1109/access.2022.3175981openalex-snapshot

A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction

inferred← citeshttps://doi.org/10.1109/access.2024.3381510openalex-snapshot

Empowering Random Walk Link Prediction Algorithms in Complex Networks by Adapted Structural Information

inferred← citeshttps://doi.org/10.1109/access.2024.3385320openalex-snapshot

Extending Graph-Based LP Techniques for Enhanced Insights Into Complex Hypergraph Networks

inferred← citeshttps://doi.org/10.1109/access.2025.3530245openalex-snapshot

Link Prediction in Complex Hyper-Networks Leveraging HyperCentrality

inferred← citeshttps://doi.org/10.1109/acoit62457.2024.10939432openalex-snapshot

Link Prediction in Social Networks: A Dual Perspective on Positive and Negative Links

inferred← citeshttps://doi.org/10.1109/asonam.2018.8508437openalex-snapshot

Building a Benchmark for Evaluating Link Prediction Methods

inferred← citeshttps://doi.org/10.1109/bdcloud-socialcom-sustaincom.2016.63openalex-snapshot

Evaluating Link Prediction Accuracy in Dynamic Networks with Added and Removed Edges

inferred← citeshttps://doi.org/10.1109/bibm49941.2020.9313142openalex-snapshot

Towards a consistent evaluation of miRNA-disease association prediction models

inferred← citeshttps://doi.org/10.1109/bigdata50022.2020.9378360openalex-snapshot

Repeating Link Prediction over Dynamic Graphs

inferred← citeshttps://doi.org/10.1109/bigdata52589.2021.9671344openalex-snapshot

A Framework for Knowledge-Derived Query Suggestions

inferred← citeshttps://doi.org/10.1109/bigdata52589.2021.9671645openalex-snapshot

Embedding propagation over heterogeneous event networks for link prediction

inferred← citeshttps://doi.org/10.1109/bigdata52589.2021.9671730openalex-snapshot

COVID-19++: A Citation-Aware Covid-19 Dataset for the Analysis of Research Dynamics

inferred← citeshttps://doi.org/10.1109/bigdia63733.2024.10808273openalex-snapshot

Link Prediction Algorithm Based On Dual-channel Graph Neural Network

inferred← citeshttps://doi.org/10.1109/bigdia68682.2025.11383168openalex-snapshot

Temporal Decay Graph Neural Networks for Dynamic Link Prediction

inferred← citeshttps://doi.org/10.1109/cisce.2019.00145openalex-snapshot

A Link Prediction Algorithm by Unsupervised Machine Learning

inferred← citeshttps://doi.org/10.1109/compsac61105.2024.00155openalex-snapshot

Prevalence and Prediction of Unseen Co-Changes: A Graph-Based Approach

inferred← citeshttps://doi.org/10.1109/dsaa.2017.83openalex-snapshot

The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction

inferred← citeshttps://doi.org/10.1109/dsaa49011.2020.00026openalex-snapshot

Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress?

inferred← citeshttps://doi.org/10.1109/icdmw60847.2023.00147openalex-snapshot

Exhaustive Evaluation of Dynamic Link Prediction

inferred← citeshttps://doi.org/10.1109/icpr56361.2022.9956556openalex-snapshot

Predicting Drug-Drug Interactions with Graph Attention Network

inferred← citeshttps://doi.org/10.1109/icsa-c.2018.00025openalex-snapshot

Can Network Analysis Techniques Help to Predict Design Dependencies? An Initial Study

inferred← citeshttps://doi.org/10.1109/icsa-c.2019.00053openalex-snapshot

Applying Social Network Analysis Techniques to Architectural Smell Prediction

inferred← citeshttps://doi.org/10.1109/isai-nlp.2018.8692951openalex-snapshot

Exploring Efficiency of Data Mining Techniques for Missing Link in Online Social Network

inferred← citeshttps://doi.org/10.1109/issre52982.2021.00020openalex-snapshot

GCN2defect : Graph Convolutional Networks for SMOTETomek-based Software Defect Prediction

inferred← citeshttps://doi.org/10.1109/mipro.2016.7522398openalex-snapshot

Revealing the structure of domain specific tweets via complex networks analysis

inferred← citeshttps://doi.org/10.1109/mlsp55844.2023.10285941openalex-snapshot

Volunteer Retention and Future Collaboration Prediction in Volunteer Crowdsourcing Platforms

inferred← citeshttps://doi.org/10.1109/mlsp55844.2023.10285991openalex-snapshot

Volunteer Future Collaboration Prediction with Topology-Based Ensemble Models

inferred← citeshttps://doi.org/10.1109/noms59830.2024.10575713openalex-snapshot

Identification of Device Dependencies Using Link Prediction

inferred← citeshttps://doi.org/10.1109/smartiot49966.2020.00032openalex-snapshot

A New Link Prediction in Directed Networks Based on Attributes Fusion

inferred← citeshttps://doi.org/10.1109/tac.2021.3137157openalex-snapshot

Data-Driven Link Prediction Over Graphical Models

inferred← citeshttps://doi.org/10.1109/taslp.2024.3437170openalex-snapshot

Artist Similarity Based on Heterogeneous Graph Neural Networks

inferred← citeshttps://doi.org/10.1109/tcbb.2019.2933825openalex-snapshot

An Analytical Review of Computational Drug Repurposing

inferred← citeshttps://doi.org/10.1109/tcss.2022.3155946openalex-snapshot

Harnessing the Power of Ego Network Layers for Link Prediction in Online Social Networks

inferred← citeshttps://doi.org/10.1109/tcyb.2020.2995595openalex-snapshot

Link Weight Prediction Using Weight Perturbation and Latent Factor

inferred← citeshttps://doi.org/10.1109/tfuzz.2020.2972823openalex-snapshot

A Fuzzy Interval Time-Series Energy and Financial Forecasting Model Using Network-Based Multiple Time-Frequency Spaces and the Induced-Ordered Weighted Averaging Aggregation Operation

inferred← citeshttps://doi.org/10.1109/tkde.2017.2672749openalex-snapshot

User Vitality Ranking and Prediction in Social Networking Services: A Dynamic Network Perspective

inferred← citeshttps://doi.org/10.1109/tkde.2019.2893939openalex-snapshot

Trust Relationship Prediction in Alibaba E-Commerce Platform

inferred← citeshttps://doi.org/10.1109/tnnls.2021.3053263openalex-snapshot

Link Prediction Based on Stochastic Information Diffusion

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3328924openalex-snapshot

Distance-Aware Learning for Inductive Link Prediction on Temporal Networks

inferred← citeshttps://doi.org/10.1109/tnse.2018.2815686openalex-snapshot

Tracking Network Evolution and Their Applications in Structural Network Analysis

inferred← citeshttps://doi.org/10.1109/tnse.2021.3131223openalex-snapshot

A Bayesian Graph Embedding Model for Link-Based Classification Problems

inferred← citeshttps://doi.org/10.1109/tpami.2024.3357631openalex-snapshot

Every Problem, Every Step, All in Focus: Learning to Solve Vision-Language Problems With Integrated Attention

inferred← citeshttps://doi.org/10.1109/tsmc.2019.2932913openalex-snapshot

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction

inferred← citeshttps://doi.org/10.1109/tsmc.2019.2947516openalex-snapshot

A Chaotic Ant Colony Optimized Link Prediction Algorithm

inferred← citeshttps://doi.org/10.1109/upec65436.2025.11279878openalex-snapshot

Customer-Level Aggregation: The Imperative for Reliable Non-Technical Loss Detection Amidst Row-Level Analysis Pitfalls

inferred← citeshttps://doi.org/10.1111/2041-210x.70365openalex-snapshot

sabinaHSBM : An R package for link prediction and network reconstruction using hierarchical stochastic block models

inferred← citeshttps://doi.org/10.1126/sciadv.adq4324openalex-snapshot

Deep representation learning of protein-protein interaction networks for enhanced pattern discovery

inferred← citeshttps://doi.org/10.1142/s0129183124420026openalex-snapshot

Asymmetric influence-based superposed random walk link prediction algorithm in complex networks

inferred← citeshttps://doi.org/10.1142/s0129183124501614openalex-snapshot

Link prediction based on fundamental heuristic elements

inferred← citeshttps://doi.org/10.1142/s0217979218503162openalex-snapshot

Analysis similarity index of link prediction based on multivariate statistics

inferred← citeshttps://doi.org/10.1142/s0217984920501699openalex-snapshot

Link prediction based on network embedding and similarity transferring methods

inferred← citeshttps://doi.org/10.1142/s0217984921503012openalex-snapshot

Effect of weak ties on degree and H-index in link prediction of complex network

inferred← citeshttps://doi.org/10.1142/s0219622018500530openalex-snapshot

Multivariate Time Series Link Prediction for Evolving Heterogeneous Network

inferred← citeshttps://doi.org/10.1142/s2196888825500071openalex-snapshot

PretoTMLP: A Novel Approach for Link Prediction on Bibliographic Networks Using Pretopology and Text Mining

inferred← citeshttps://doi.org/10.1145/2740908.2741697openalex-snapshot

Exploring Supervised Methods for Temporal Link Prediction in Heterogeneous Social Networks

inferred← citeshttps://doi.org/10.1145/2783258.2783329openalex-snapshot

CoupledLP

inferred← citeshttps://doi.org/10.1145/3264957openalex-snapshot

Inferring Mobility Relationship via Graph Embedding

inferred← citeshttps://doi.org/10.1145/3308560.3316699openalex-snapshot

Personalized Degrees: Effects on Link Formation in Dynamic Networks from an Egocentric Perspective

inferred← citeshttps://doi.org/10.1145/3357384.3358036openalex-snapshot

A Benchmark for Fact Checking Algorithms Built on Knowledge Bases

inferred← citeshttps://doi.org/10.1145/3368926.3369668openalex-snapshot

Co-author Relationship Prediction in Bibliographic Network

inferred← citeshttps://doi.org/10.1145/3404835.3462994openalex-snapshot

Predicting Links on Wikipedia with Anchor Text Information

inferred← citeshttps://doi.org/10.1145/3437963.3441817openalex-snapshot

Joint Subgraph-to-Subgraph Transitions: Generalizing Triadic Closure for Powerful and Interpretable Graph Modeling

inferred← citeshttps://doi.org/10.1145/3473139openalex-snapshot

Measuring and Modeling Group Dynamics in Open-Source Software Development: A Tensor Decomposition Approach

inferred← citeshttps://doi.org/10.1145/3477314.3506995openalex-snapshot

Predicting links in a social network based on recognised personalities

showing the first 200 of 281

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