Alert button
Picture for Andrey Kan

Andrey Kan

Alert button

MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series

Jan 18, 2024
Jingchao Ni, Gauthier Guinet, Peihong Jiang, Laurent Callot, Andrey Kan

Viaarxiv icon

Unsupervised Model Selection for Time-series Anomaly Detection

Oct 03, 2022
Mononito Goswami, Cristian Challu, Laurent Callot, Lenon Minorics, Andrey Kan

Figure 1 for Unsupervised Model Selection for Time-series Anomaly Detection
Figure 2 for Unsupervised Model Selection for Time-series Anomaly Detection
Figure 3 for Unsupervised Model Selection for Time-series Anomaly Detection
Figure 4 for Unsupervised Model Selection for Time-series Anomaly Detection
Viaarxiv icon

Online Time Series Anomaly Detection with State Space Gaussian Processes

Jan 18, 2022
Christian Bock, François-Xavier Aubet, Jan Gasthaus, Andrey Kan, Ming Chen, Laurent Callot

Figure 1 for Online Time Series Anomaly Detection with State Space Gaussian Processes
Figure 2 for Online Time Series Anomaly Detection with State Space Gaussian Processes
Figure 3 for Online Time Series Anomaly Detection with State Space Gaussian Processes
Figure 4 for Online Time Series Anomaly Detection with State Space Gaussian Processes
Viaarxiv icon

J-Recs: Principled and Scalable Recommendation Justification

Nov 11, 2020
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong

Figure 1 for J-Recs: Principled and Scalable Recommendation Justification
Figure 2 for J-Recs: Principled and Scalable Recommendation Justification
Figure 3 for J-Recs: Principled and Scalable Recommendation Justification
Figure 4 for J-Recs: Principled and Scalable Recommendation Justification
Viaarxiv icon

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

Jun 24, 2020
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han

Figure 1 for AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
Figure 2 for AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
Figure 3 for AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
Figure 4 for AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
Viaarxiv icon

MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals

Jun 22, 2020
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos

Figure 1 for MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals
Figure 2 for MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals
Figure 3 for MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals
Figure 4 for MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals
Viaarxiv icon

Octet: Online Catalog Taxonomy Enrichment with Self-Supervision

Jun 18, 2020
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han

Figure 1 for Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Figure 2 for Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Figure 3 for Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Figure 4 for Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Viaarxiv icon

Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks

May 21, 2019
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos

Figure 1 for Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks
Figure 2 for Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks
Figure 3 for Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks
Figure 4 for Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks
Viaarxiv icon