Guided learning for role discovery (GLRD): framework, algorithms, and applications

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Knowledge Discovery and Data Mining

• Publication date

  2013-08-11

• Fields of study

  Computer Science

• Identifiers
  DOI 10.1145/2487575.2487620
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• RolX: structural role extraction & mining in large graphs

  2012cited by this paper
• Behavioral event data and their analysis

  2012cited by this paper
• Constrained Nonnegative Matrix Factorization for Image Representation

  2012cited by this paper
• SLEP: Sparse Learning with Efficient Projections

  2011cited by this paper
• It's who you know: graph mining using recursive structural features

  2011influential reference
• Community discovery using nonnegative matrix factorization

  2011cited by this paper
• Mixture models for learning low-dimensional roles in high-dimensional data

  2010cited by this paper
• Convex optimization

  2010cited by this paper
• A principled and flexible framework for finding alternative clusterings

  2009cited by this paper
• Semi-Supervised Semantic Role Labeling

  2009cited by this paper
• Efficient Euclidean projections in linear time

  2009cited by this paper
• Graph Implementations for Nonsmooth Convex Programs

  2008cited by this paper
• Finding Alternative Clusterings Using Constraints

  2008cited by this paper
• Efficient projections onto the l1-ball for learning in high dimensions

  2008cited by this paper
• Constrained Clustering: Advances in Algorithms, Theory, and Applications

  2008cited by this paper
• Algorithms and applications for approximate nonnegative matrix factorization

  2007cited by this paper
• Measurement and analysis of online social networks

  2007cited by this paper
• The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering

  2006cited by this paper
• MATLAB Tensor Toolbox

  2006cited by this paper
• Non-negative Matrix Factorization with Sparseness Constraints

  2004cited by this paper
• Mirror descent and nonlinear projected subgradient methods for convex optimization

  2003cited by this paper
• Least squares algorithms under unimodality and non‐negativity constraints

  1998cited by this paper
• Numerical linear algebra

  1997cited by this paper
• Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values†

  1994cited by this paper

• Multi-faceted consistency data augmentation for graph anomaly detection

  2026cites this paper
• Disentangled Representation Learning for Structural Role Discovery

  2024cites this paper
• Structure-Guided Input Graph for GNNs Facing Heterophily

  2024cites this paper
• Efficient Network Embedding by Approximate Equitable Partitions

  2024cites this paper
• Heterogeneous network representation learning based on role feature extraction

  2023cites this paper
• Low-rank persistent probability representation for higher-order role discovery

  2023cites this paper
• of the Bernoulli Society for Mathematical Statistics and Probability Volume Twenty Nine Number Four November 2023

  2023cites this paper
• Role-oriented network embedding via anonymous walks

  2022cites this paper
• DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information Networks

  2022cites this paper
• Improving accuracy of expected frequency of uncertain roles based on efficient ensembling

  2022cites this paper
• Role-Oriented Dynamic Network Embedding

  2022cites this paper
• Representation Learning on Heterostructures via Heterogeneous Anonymous Walks

  2022cites this paper
• A Survey on Role-Oriented Network Embedding

  2021cites this paper
• Role-based network embedding via structural features reconstruction with degree-regularized constraint

  2021cites this paper
• Role-Aware Information Spread in Online Social Networks

  2021cites this paper
• Role Discovery-Guided Network Embedding Based on Autoencoder and Attention Mechanism

  2021cites this paper
• Hypothesis testing for equality of latent positions in random graphs

  2021cites this paper
• On local and global graph structure mining

  2020cites this paper
• Member Behavior in Dynamic Online Communities: Role Affiliation Frequency Model

  2020cites this paper
• Role-Oriented Graph Auto-encoder Guided by Structural Information

  2020cites this paper
• Automatic role identification for research teams with ranking multi-view machines

  2020cites this paper
• On New Group Popularity Prediction in Event-Based Social Networks

  2020cites this paper
• Graph Convolutional Architectures via Arbitrary Order of Information Aggregation

  2020cites this paper
• role2vec: Role-based Network Embeddings

  2019cites this paper
• SocioRank*: A community and role detection method in social networks

  2019cites this paper
• Predictive Role Discovery of Research Teams Using Ordinal Factorization Machines

  2019cites this paper
• Joint Role and Community Detection in Networks via L2,1 Norm Regularized Nonnegative Matrix Tri-Factorization

  2019cites this paper
• From Community to Role-based Graph Embeddings

  2019cites this paper
• Learning Structural Node Representations Using Graph Kernels

  2019cites this paper
• On Proximity and Structural Role-based Embeddings in Networks

  2019influential citation
• Towards Fluid Machine Intelligence: Can We Make a Gifted AI?

  2019cites this paper
• Acceleration of Functional Cluster Extraction and Analysis of Cluster Affinity

  2018cites this paper
• Machine Learning for Text

  2018cites this paper
• Member-level Features + Group ’ s Social Graph Group-level Features Neural Fingerprints Network Multilayer Perceptron Multilayer Perceptron Neural Fingerprints

  2018cites this paper
• DyNMF: Role Analytics in Dynamic Social Networks

  2018influential citation
• Improving approximate extraction of functional similar regions from large-scale spatial networks based on greedy selection of representative nodes of different areas

  2018cites this paper
• On The Equivalence of Tries and Dendrograms - Efficient Hierarchical Clustering of Traffic Data

  2018cites this paper
• The Cluster Description Problem - Complexity Results, Formulations and Approximations

  2018cites this paper
• Détection d'opinions, d'acteurs-clés et de communautés thématiques dans les médias sociaux. (Detection of opinions, key-actors and thematic communities in online social media)

  2018cites this paper
• Label Propagation on K-Partite Graphs with Heterophily

  2017cites this paper
• Network Vector: Distributed Representations of Networks with Global Context

  2017cites this paper
• Optimizing and Understanding Network Structure for Diffusion

  2017cites this paper
• Fast Extraction Method of Functional Clusters from Large-Scale Spatial Networks Based on Transfer Learning

  2017cites this paper
• Role Discovery in Graphs Using Global Features: Algorithms, Applications and a Novel Evaluation Strategy

  2017cites this paper
• MeiKe: Influence-based Communities in Networks

  2017cites this paper
• Learning Structural Node Embeddings via Diffusion Wavelets

  2017influential citation
• Integrating Community and Role Detection in Information Networks

  2016cites this paper
• Graph Summarization Methods and Applications

  2016cites this paper
• Persistent Roles in Online Social Networks

  2016cites this paper
• A Combinatorial Approach to Role Discovery

  2016cites this paper
• Sequence queries on temporal graphs

  2016cites this paper
• Some Advances in Role Discovery in Graphs

  2016cites this paper
• Triadic Substructures in Complex Networks

  2016cites this paper
• A new approach to role and position detection in networks

  2016cites this paper
• Measuring in-network node similarity based on neighborhoods: a unified parametric approach

  2015influential citation
• On the Characterization and Comparison of Complex Networks

  2015cites this paper
• Joint Dynamic Online Social Network Analytics Using Network, Content and User Characteristics

  2015influential citation
• On the Role of Triadic Substructures in Complex Networks

  2015cites this paper
• Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation

  2015cites this paper
• Panther: Fast Top-k Similarity Search in Large Networks

  2015cites this paper
• Pairwise structural role mining for user categorization in information cascades

  2015cites this paper
• Panther: Fast Top-k Similarity Search on Large Networks

  2015cites this paper
• iDBMM: A Novel Algorithm to Model Dynamic Behavior in Large Evolving Graphs

  2014cites this paper
• Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks

  2014influential citation
• Finding the Most Appropriate Auxiliary Data for Social Graph Deanonymization

  2014cites this paper
• Simultaneous detection of communities and roles from large networks

  2014influential citation
• Role Discovery in Networks

  2014cites this paper
• Ieee Transactions on Knowledge and Data Engineering 1 Fast Best-effort Search on Graphs with Multiple Attributes

  year unknowncites this paper