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Learning Sparse Kernel Classifiers for Multi-Instance Classification

IEEE transaction on neural networks and learning systems, 2013-09, Vol.24 (9), p.1377-1389

2013

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Isolation Forest

2008 Eighth IEEE International Conference on Data Mining, 2008, p.413-422

2008

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New Class Adaptation Via Instance Generation in One-Pass Class Incremental Learning

2017 IEEE International Conference on Data Mining (ICDM), 2017, p.1207-1212

2017

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Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020, p.198-206

2020

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Improving Deep Forest by Confidence Screening

2018 IEEE International Conference on Data Mining (ICDM), 2018, p.1194-1199

2018

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A new distributional treatment for time series anomaly detection

The VLDB journal, 2024-05, Vol.33 (3), p.753-780

2024

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Learning Naive Bayes Classifiers for Music Classification and Retrieval

2010 20th International Conference on Pattern Recognition, 2010, p.4589-4592

2010

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Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble

2014 IEEE International Conference on Data Mining Workshop, 2014, p.698-705

2014

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LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest Neighbours

2015 IEEE International Conference on Data Mining Workshop (ICDMW), 2015, p.623-630

2015

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Isolation Set-Kernel and Its Application to Multi-Instance Learning

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019, p.941-949

2019

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Nearest Neighbor Ensembles: An Effective Method for Difficult Problems in Streaming Classification with Emerging New Classes

2019 IEEE International Conference on Data Mining (ICDM), 2019, p.970-975

2019

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Advances in Knowledge Discovery and Data Mining: 12th Pacific-Asia Conference, PAKDD 2008 Osaka, Japan, May 20-23, 2008 Proceedings

1, 2008

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Mp-Dissimilarity: A Data Dependent Dissimilarity Measure

2014 IEEE International Conference on Data Mining, 2014, p.707-712

2014

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Multi-dimensional Mass Estimation and Mass-based Clustering

2010 IEEE International Conference on Data Mining, 2010, p.511-520

2010

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An Improved Algorithm for Moving Object Tracking Based on EKF

Proceedings of the Fifth Euro-China Conference on Intelligent Data Analysis and Applications, p.483-490

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Density Estimation Based on Mass

2011 IEEE 11th International Conference on Data Mining, 2011, p.715-724

2011

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Isolation Kernel and Its Effect on SVM

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018, p.2329-2337

2018

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Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2019-07, Vol.33 (1), p.4755-4762

2019

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Advances in knowledge discovery and data mining: 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008

2008

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Distribution-Based Trajectory Clustering

2023 IEEE International Conference on Data Mining (ICDM), 2023, p.1379-1384

2023

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Isolation Graph Kernel

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2021, Vol.35 (12), p.10487-10495

2021

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Streaming Hierarchical Clustering Based on Point-Set Kernel

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022, p.525-533

2022

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Cocktail Ensemble for Regression

Seventh IEEE International Conference on Data Mining (ICDM 2007), 2007, p.721-726

2007

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Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016, p.1205-1214

2016

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Which Outlier Detector Should I use?

2018 IEEE International Conference on Data Mining (ICDM), 2018, p.8-8

2018

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Learning Sparse Kernel Classifiers for Multi-Instance Classification

Isolation Forest

New Class Adaptation Via Instance Generation in One-Pass Class Incremental Learning

Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection

Improving Deep Forest by Confidence Screening

A new distributional treatment for time series anomaly detection

Learning Naive Bayes Classifiers for Music Classification and Retrieval

Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble

LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest Neighbours

Isolation Set-Kernel and Its Application to Multi-Instance Learning

Nearest Neighbor Ensembles: An Effective Method for Difficult Problems in Streaming Classification with Emerging New Classes

Advances in Knowledge Discovery and Data Mining: 12th Pacific-Asia Conference, PAKDD 2008 Osaka, Japan, May 20-23, 2008 Proceedings

Mp-Dissimilarity: A Data Dependent Dissimilarity Measure

Multi-dimensional Mass Estimation and Mass-based Clustering

An Improved Algorithm for Moving Object Tracking Based on EKF

Density Estimation Based on Mass

Isolation Kernel and Its Effect on SVM

Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering

Advances in knowledge discovery and data mining: 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008

Distribution-Based Trajectory Clustering

Isolation Graph Kernel

Streaming Hierarchical Clustering Based on Point-Set Kernel

Cocktail Ensemble for Regression

Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure

Which Outlier Detector Should I use?

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