Anomalies in attributed networks.

Anomalies in attributed networks.

<p>Structural anomaly: an unexpected inter-community bridge, where the orange node sits in the cut between two communities and forms a shortcut (dashed) edge to the right cluster. Attribute anomaly: the orange node’s feature vector (colored bars) deviates from those of its neighbors even thoug...

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Bibliografiske detaljer
Hovedforfatter:	Hossein Rafieizadeh (22676722) (author)
Andre forfattere:	Hadi Zare (20073000) (author), Mohsen Ghassemi Parsa (22676725) (author), Hocine Cherifi (8177628) (author)
Udgivet:	2025
Fag:	Cell Biology Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Information Systems not elsewhere classified intrusions across social reconstructions across views level contrastive learning dual contrastive learning across six benchmarks div >< p view discrepancies underutilized augmented graph views dcor improves auroc view discrepancies level contrast dual autoencoder augmented view specific information six datasets reduces auroc publicly available preserves fine physical domains performing non maximum gain leaving cross identifying threats financial fraud existing graph dcor reconstructs dcor ), contrasts reconstructions attributed networks attribute patterns
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Lignende værker

Anomaly detection performance (AUROC).
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Description of the datasets statistics and their anomaly ratios.
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Structural and node-level augmentations for graph anomalies.
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Condensed summary of graph anomaly detection methods and their key strengths and limitations.
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Diversity of augmented graphs.
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Ablation on Amazon.
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Abbreviations and notation.
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Normalized total loss on the Facebook dataset (DCOR with and without RLC).
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Normalized training loss vs. baselines (Facebook).
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Dual autoencoder with reconstruction-level contrast.
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

Embedding vs. reconstruction-level contrast (RLC).
af: Hossein Rafieizadeh (22676722)
Udgivet: (2025)

المشهور المبني على الضعيف عند المالكية: دراسة تأصيلية - تطبيقية
af: Abu Aladas, Ibrahim Ahmed
Udgivet: (2023)

Oblique views of a 3D Model of the Mosque 4 & 5 at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Oblique views of a 3D Model of the Mosque 6 at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Oblique views of a 3D Model of the Mosque 3 at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Oblique views of a 3D Model of the Mosque 3 & Pillar Tomb at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Oblique views of a 3D Model of the Mosque 2 at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Oblique views of a 3D Model of the Mosque 1 at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Oblique views of a 3D Model of the House 5 at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Oblique views of a 3D Model of the House 4 at Kua Ruins
af: Heinz Rüther (6040169)
Udgivet: (2025)

Panoramas at the Kua Ruins heritage site
af: Heinz Rüther (6040169)
Udgivet: (2025)

A Panorama Tour of the Kua Ruins heritage site
af: Heinz Rüther (6040169)
Udgivet: (2025)

Students with DLD: Support and progress in school (Wallmann et al., 2025)
af: Julia Wallmann (22593502)
Udgivet: (2025)

خطة إعادة التنظيم الاعتيادية لإنقاذ المشروعات الاقتصادية المتعثرة وفقًا لقانون الإعسار الأردني: دراسة مقارنة
af: Al-Arnaout , Ibrahim Sabri
Udgivet: (2020)

Schematic representation of key findings.
af: Adam J. O. Dede (11554007)
Udgivet: (2025)

Individual memory performance was predicted by a subset of iEEG signal components.
af: Adam J. O. Dede (11554007)
Udgivet: (2025)

Short periods of increased connectivity between ROIs are characterized by a sparse overall network state.
af: Adam J. O. Dede (11554007)
Udgivet: (2025)

Patterns of connectivity were different depending on time alignment.
af: Adam J. O. Dede (11554007)
Udgivet: (2025)

Patterns of mnemonic differences in phase clustering are dependent on time alignment.
af: Adam J. O. Dede (11554007)
Udgivet: (2025)

High-frequency broadband (HFB) peak latency timing changes with memory.
af: Adam J. O. Dede (11554007)
Udgivet: (2025)

Task and channel coverage.
af: Adam J. O. Dede (11554007)
Udgivet: (2025)

Perceptogram Encoding Weight Reconstructions from THINGSEEG2
af: Teng Fei (22496582)
Udgivet: (2025)

Taklimakan Desert-Surface pollen-Data
af: Cao Yu (22669166)
Udgivet: (2025)

<b>Reconstruction of the Wenchuan debris flow process in August, 2022 by in-situ monitoring and analysis of seismic signals</b>
af: Yan Yan (14813125)
Udgivet: (2025)

Video 1_Potential of methylene blue fluorescence angiography for multiple intraoperative tissue perfusion assessments in plastic and reconstructive surgery: current knowledge and prospects.mp4
af: Danique J. I. Heuvelings (22682036)
Udgivet: (2025)

Video 2_Potential of methylene blue fluorescence angiography for multiple intraoperative tissue perfusion assessments in plastic and reconstructive surgery: current knowledge and prospects.mp4
af: Danique J. I. Heuvelings (22682036)
Udgivet: (2025)

Video 3_Potential of methylene blue fluorescence angiography for multiple intraoperative tissue perfusion assessments in plastic and reconstructive surgery: current knowledge and prospects.mp4
af: Danique J. I. Heuvelings (22682036)
Udgivet: (2025)

Table 2_OFGPMA: Optimal frequency graph representation learning for pseudogene and miRNA association prediction.docx
af: Yongbin Zeng (529358)
Udgivet: (2025)

Table 1_OFGPMA: Optimal frequency graph representation learning for pseudogene and miRNA association prediction.xlsx
af: Yongbin Zeng (529358)
Udgivet: (2025)

Vector Vortex Beam-Enabled Edge Microscopy with Dynamic Orientation Selectivity
af: Hammad Ahmed (7526297)
Udgivet: (2025)

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