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Trajectory Data Mining: An Overview

ACM transactions on intelligent systems and technology, 2015-05, Vol.6 (3), p.1-41

Zheng, Yu

2015

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Software Vulnerability Analysis and Discovery Using Machine-Learning and Data-Mining Techniques: A Survey

ACM computing surveys, 2018-07, Vol.50 (4), p.1-36

2018

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Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection

ACM transactions on knowledge discovery from data, 2015-07, Vol.10 (1), p.1-51

2015

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Fuzzy Cognitive Diagnosis for Modelling Examinee Performance

ACM transactions on intelligent systems and technology, 2018-01, Vol.9 (4), p.1-26

2018

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Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures

Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, 2020, p.1887-1905

2020

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Elastic Machine Learning Algorithms in Amazon SageMaker

Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, 2020, p.731-737

2020

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A Comprehensive Survey on Cloud Data Mining (CDM) Frameworks and Algorithms

ACM computing surveys, 2020-09, Vol.52 (5), p.1-62

2020

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A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses

ACM computing surveys, 2020-06, Vol.53 (3), p.1-34

2020

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Supervised, Unsupervised, and Semi-Supervised Feature Selection: A Review on Gene Selection

IEEE/ACM transactions on computational biology and bioinformatics, 2016-09, Vol.13 (5), p.971-989

2016

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A Novel Text Mining Approach for Mental Health Prediction Using Bi-LSTM and BERT Model

Computational intelligence and neuroscience, 2022-03, Vol.2022, p.7893775-18

2022

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A Complete Process of Text Classification System Using State-of-the-Art NLP Models

Computational intelligence and neuroscience, 2022-06, Vol.2022, p.1883698-26

2022

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Crowdroid: behavior-based malware detection system for Android

Proceedings of the 1st ACM workshop on Security and privacy in smartphones and mobile devices, 2011, p.15-26

2011

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Systematic Review of Clustering High-Dimensional and Large Datasets

ACM transactions on knowledge discovery from data, 2018-01, Vol.12 (2), p.1-68

2018

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Sensor-Based Locomotion Data Mining for Supporting the Diagnosis of Neurodegenerative Disorders: A Survey

ACM computing surveys, 2024-01, Vol.56 (1), p.1-36, Article 10

2024

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GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns

ACM transactions on knowledge discovery from data, 2018-02, Vol.12 (1), p.1-28

2018

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The Mining Algorithm of Maximum Frequent Itemsets Based on Frequent Pattern Tree

Computational intelligence and neuroscience, 2022, Vol.2022, p.7022168-11

2022

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Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology

Proceedings of the 2018 World Wide Web Conference, 2018, p.1409-1418

2018

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DenForest: Enabling Fast Deletion in Incremental Density-Based Clustering over Sliding Windows

Proceedings of the 2022 International Conference on Management of Data, 2022, p.296-309

2022

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A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning

ACM transactions on sensor networks, 2023-04, Vol.19 (2), p.1-15, Article 27

2023

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Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series

Proceedings of the 2018 International Conference on Management of Data, 2018, p.1053-1066

2018

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Differentially private aggregation of distributed time-series with transformation and encryption

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, 2010, p.735-746

2010

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BurstSketch: Finding Bursts in Data Streams

Proceedings of the 2021 International Conference on Management of Data, 2021, p.2375-2383

2021

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Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries

Proceedings of the 2021 International Conference on Management of Data, 2021, p.2063-2075

2021

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A Systematic Survey of Online Data Mining Technology Intended for Law Enforcement

ACM computing surveys, 2015-09, Vol.48 (1), p.1-54

2015

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Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective

ACM transactions on knowledge discovery from data, 2023-03, Vol.17 (5), p.1-24, Article 68

2023

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Trajectory Data Mining: An Overview

Software Vulnerability Analysis and Discovery Using Machine-Learning and Data-Mining Techniques: A Survey

Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection

Fuzzy Cognitive Diagnosis for Modelling Examinee Performance

Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures

Elastic Machine Learning Algorithms in Amazon SageMaker

A Comprehensive Survey on Cloud Data Mining (CDM) Frameworks and Algorithms

A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses

Supervised, Unsupervised, and Semi-Supervised Feature Selection: A Review on Gene Selection

A Novel Text Mining Approach for Mental Health Prediction Using Bi-LSTM and BERT Model

A Complete Process of Text Classification System Using State-of-the-Art NLP Models

Crowdroid: behavior-based malware detection system for Android

Systematic Review of Clustering High-Dimensional and Large Datasets

Sensor-Based Locomotion Data Mining for Supporting the Diagnosis of Neurodegenerative Disorders: A Survey

GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns

The Mining Algorithm of Maximum Frequent Itemsets Based on Frequent Pattern Tree

Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology

DenForest: Enabling Fast Deletion in Incremental Density-Based Clustering over Sliding Windows

A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning

Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series

Differentially private aggregation of distributed time-series with transformation and encryption

BurstSketch: Finding Bursts in Data Streams

Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries

A Systematic Survey of Online Data Mining Technology Intended for Law Enforcement

Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective

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