Isolation‐based anomaly detection using nearest‐neighbor ensembles

Tharindu Bandaragoda, Kai Ming Ting, David Albrecht, +3

Computational Intelligence

Local AnomaliesAnomaly DetectionMachine LearningData ScienceData Mining +11

Density-ratio based clustering for discovering clusters with varying densities

Ye Zhu, Kai Ming Ting, Mark Carman

Pattern Recognition

Document ClusteringEngineeringData ScienceData MiningKnowledge Discovery +2

Data-Driven Natural Gas Spot Price Forecasting with Least Squares Regression Boosting Algorithm

Moting Su, Zongyi Zhang, Ye Zhu, +1

Energies

Forecasting MethodologyEngineeringData SciencePredictive AnalyticsDemand Forecasting +6

Data Driven Natural Gas Spot Price Prediction Models Using Machine Learning Methods

Moting Su, Zongyi Zhang, Ye Zhu, +2

Energies

Forecasting MethodologyNatural Gas PriceEngineeringMachine LearningData Science +12

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

Kai Ming Ting, Ye Zhu, Mark Carman, +2

Cluster ComputingAnomaly DetectionMachine LearningDistance-based Neighbourhood MethodsEngineering +15

Clustering-enhanced stock price prediction using deep learning

Man Li, Ye Zhu, Yuxin Shen, +1

World Wide Web

An image augmentation method using convolutional network for thyroid nodule classification by transfer learning

Ye Zhu, Zhuang Fu, Jian Fei

Convolutional Neural NetworkEngineeringMachine LearningImage Augmentation MethodImage Classification +15

A multimodal fusion network with attention mechanisms for visual–textual sentiment analysis

Chenquan Gan, Xiang Fu, Qingdong Feng, +3

Expert Systems with Applications

Hybrid-Order Anomaly Detection on Attributed Networks

Ling Huang, Ye Zhu, Yuefang Gao, +5

IEEE Transactions on Knowledge and Data Engineering

Hybrid-order Anomaly DetectionAnomaly DetectionMachine LearningEngineeringNetwork Analysis +15

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

Xiaoyu Qin, Kai Ming Ting, Ye Zhu, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Cluster ComputingDocument ClusteringEngineeringMachine LearningData Science +12