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Akoglu, Leman
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1

Proceedings of the 17th ACM International Conference on Web..:

Angélica, Luz ; Lattanzi, Silvio ; Muñoz Medina, Andrés... , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Descriptive Kernel Convolution Network with Improved Random..:

, In: Proceedings of the ACM on Web Conference 2024,
Lee, Meng-Chieh ; Zhao, Lingxiao ; Akoglu, Leman - p. 457-468 , 2024
Link: https://dl.acm.org/doi/1..
 
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3

The Need for Unsupervised Outlier Model Selection: A Review..:

Ma, Martin Q. ; Zhao, Yue ; Zhang, Xiaorong.
ACM SIGKDD Explorations Newsletter.  25 (2023)  1 - p. 19-35 , 2023
Link: https://doi.org/10.1145/..
 
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4

DSV: An Alignment Validation Loss for Self-supervised Outli..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Yoo, Jaemin ; Zhao, Yue ; Zhao, Lingxiao. - p. 254-269 , 2023
Link: https://doi.org/10.1007/..
 
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5

Self-Supervision for Tackling Unsupervised Anomaly Detectio..:

, In: 2023 IEEE International Conference on Big Data (BigData),
Akoglu, Leman ; Yoo, Jaemin - p. 1047-1051 , 2023
Link: https://doi.org/10.1109/..
 
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6

ADAMM: Anomaly Detection of Attributed Multi-graphs with Me..:

, In: 2023 IEEE International Conference on Big Data (BigData),
Sotiropoulos, Konstantinos ; Zhao, Lingxiao ; Liang, Pierre Jinghong. - p. 865-874 , 2023
Link: https://doi.org/10.1109/..
 
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7

Unsupervised Machine Learning for Explainable Health Care F.. 

NBER working paper series, no. w30946
Shekhar, Shubhranshu ; Leder-Luis, Jetson ; Akoglu, Leman , 2023
Link: https://www.nber.org/pap..
 
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8

19th International Workshop on Mining and Learning with Gra..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Shah, Neil ; Fakhraei, Shobeir ; Zheng, Da.. - p. 5882-5883 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

Detecting Anomalous Graphs in Labeled Multi-Graph Databases:

Nguyen, Hung T. ; Liang, Pierre J. ; Akoglu, Leman
ACM Transactions on Knowledge Discovery from Data.  17 (2023)  2 - p. 1-25 , 2023
Link: https://doi.org/10.1145/..
 
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10

Density of states for fast embedding node-attributed graphs:

Zhao, Lingxiao ; Sawlani, Saurabh ; Akoglu, Leman
Knowledge and Information Systems.  65 (2023)  6 - p. 2455-2483 , 2023
Link: https://doi.org/10.1007/..
 
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11

KDD Workshop on Machine Learning in Finance:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Akoglu, Leman ; Chawla, Nitesh ; Kumar, Senthil... - p. 5863-5864 , 2023
Link: https://dl.acm.org/doi/1..
 
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12

From Detection to Action: a Human-in-the-loop Toolkit for A..:

, In: Proceedings of the Fourth ACM International Conference on AI in Finance,
Ding, Xueying ; Seleznev, Nikita ; Kumar, Senthil.. - p. 279-287 , 2023
Link: https://dl.acm.org/doi/1..
 
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13

Summarizing Labeled Multi-graphs:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Berberidis, Dimitris ; Liang, Pierre J. ; Akoglu, Leman - p. 53-68 , 2023
Link: https://doi.org/10.1007/..
 
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14

Proceedings of the 29th ACM SIGKDD Conference on Knowledge ..:

Singh, Ambuj ; Sun, Yizhou ; Akoglu, Leman... , 2023
Link: https://dl.acm.org/doi/1..
 
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15

A Comprehensive Survey on Graph Anomaly Detection With Deep..:

Ma, Xiaoxiao ; Wu, Jia ; Xue, Shan...
IEEE Transactions on Knowledge and Data Engineering.  35 (2023)  12 - p. 12012-12038 , 2023
Link: https://doi.org/10.1109/..
 
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