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List of works by Yun Sing Koh

A Large-Scale Study of Device and Link Presentation in Email Phishing Susceptibility

scientific article published on 2 December 2023

A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams

scientific article published on 18 July 2021

A Multi-Methodological Approach to Rare Association Rule Mining

scientific article published in 2010

A graph based approach to inferring item weights for pattern mining

scientific article published in January 2015

AccGenSVM: Selectively Transferring from Previous Hypotheses

scientific article published in August 2017

Adaptive Self-Sufficient Itemset Miner for Transactional Data Streams

scientific article published in 2019

Analysis of Web Usage Data for Clustering Based Recommender System

scientific article published in 2013

Analyzing and repairing concept drift adaptation in data stream classification

scientific article published on 24 May 2021

Attack detection in recommender systems based on target item analysis

scientific article published in July 2014

Automatic Item Weight Generation for Pattern Mining and its Application

scientific article published in July 2011

Balancing Utility and Fairness against Privacy in Medical Data

scientific article published in December 2020

Biologically Inspired Techniques for Data Mining

scientific article published in 2014

CBDT: A Concept Based Approach to Data Stream Mining

scientific article published in 2009

CD-TDS: Change detection in transactional data streams for frequent pattern mining

scientific article published in July 2016

CPF: Concept Profiling Framework for Recurring Drifts in Data Streams

scientific article published in 2016

Change Itemset Mining in Data Streams

scientific article published in 2013

Classifying Imbalanced Road Accident Data Using Recurring Concept Drift

scientific article published in 2019

Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization

scientific article published in April 2013

Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams

scientific article published on 12 May 2023

Concept Drift Detector Selection for Hoeffding Adaptive Trees

scientific article published in 2018

Continual Correction of Errors Using Smart Memory Replay

scientific article published on 18 July 2021

Detecting Changes in Rare Patterns from Data Streams

scientific article published in 2014

Detecting Concept Drift In Medical Triage

scientific article published on 25 July 2020

Detecting Protected Health Information with an Incremental Learning Ensemble: A Case Study on New Zealand Clinical Text

scientific article published in October 2020

Detecting Volatility Shift in Data Streams

scientific article published in December 2014

Detecting concept change in dynamic data streams

scientific article published on 11 January 2014

Detecting online auction shilling frauds using supervised learning

scientific article published in May 2014

Detection of abnormal profiles on group attacks in recommender systems

scientific article published on 3 July 2014

Discovering High Utility Change Points in Customer Transaction Data

scientific article published in 2018

Discriminatory Confidence Analysis in Pattern Mining

scientific article published in 2011

Drift Detection Using Stream Volatility

scientific article published in 2015

Drift Detector for Memory-Constrained Environments

scientific article published in 2014

EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining

scientific article published in 2010

Effect of verbal comprehension skill and self-reported features on reliability of crowdsourced relevance judgments

scientific article published in November 2016

Efficient Single Pass Ordered Incremental Pattern Mining

scientific article published in 2013

Efficient negative association rule mining based on chance thresholds

scientific article published on 19 February 2014

Emotion Recognition ToolKit (ERTK): Standardising Tools For Emotion Recognition Research

scientific article published on 26 October 2023

Evaluating Fraud Detection Algorithms Using an Auction Data Generator

scientific article published in December 2012

Evaluating software user feedback classifier performance on unseen apps, datasets, and metadata

scientific article published in 2023

Evaluating the effectiveness of information retrieval systems using effort-based relevance judgment

Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model

scientific article published in 2012

Feature Drift Detection in Evolving Data Streams

scientific article published in 2020

Feature Importance for Biomedical Named Entity Recognition

scientific article published in 2019

Finding Interesting Rare Association Rules Using Rare Pattern Tree

scientific article published in 2013

Finding Maximal Overlapping Communities

scientific article published in 2013

Finding Non-Coincidental Sporadic Rules Using Apriori-Inverse

scientific article published in April 2006

Finding sporadic rules in the diagnosis of the Erythemato-Squamous diseases

scholarly article

Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information

scientific article published in April 2021

Generating Realistic Online Auction Data

scientific article published in 2012

HI-Tree: Mining High Influence Patterns Using External and Internal Utility Values

scientific article published in 2015

Harnessing the Power of Graph Representation in Climate Forecasting: Predicting Global Monthly Mean Sea Surface Temperatures and Anomalies

scientific article published in March 2024

Hierarchical PSO clustering based recommender system

scientific article published in June 2012

Identifying Top- k Nodes in Social Networks

Interestingness Measures for Association Rules

scientific article published in 2008

Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle

scientific article published in 2019

Items2Data: Generating Synthetic Boolean Datasets from Itemsets

scientific article published in 2019

Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support

scientific article published in 2012

Lift-Per-Drift: An Evaluation Metric for Classification Frameworks with Concept Drift Detection

scientific article published in 2018

Mining Interesting Imperfectly Sporadic Rules

scientific article published in 2006

Mining Local High Utility Itemsets

scientific article published in 2018

Mining Non-coincidental Rules without a User Defined Support Threshold

Mining interesting imperfectly sporadic rules

scientific article published on 9 March 2007

Mining local and peak high utility itemsets

Nacre: Proactive Recurrent Concept Drift Detection in Data Streams

scientific article published on 18 July 2021

Network Embedding and Change Modeling in Dynamic Heterogeneous Networks

OHC: Uncovering Overlapping Heterogeneous Communities

One Pass Concept Change Detection for Data Streams

scientific article published in 2013

PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams

scientific article published in 2020

Phishing Detection on Twitter Streams

scientific article published in 2016

Predicting Air Quality from Low-Cost Sensor Measurements

scientific article published in 2019

Predicting Concept Drift in Data Streams Using Metadata Clustering

Predicting Concept Drift in Data Streams Using Metadata Clustering

scientific article published in July 2018

Proactive drift detection: Predicting concept drifts in data streams using probabilistic networks

scientific article published in July 2016

REAL-Time Smartphone Activity Classification Using Inertial Sensors-Recognition of Scrolling, Typing, and Watching Videos While Sitting or Walking

scientific article published on 24 January 2020

RP-Tree: Rare Pattern Tree Mining

scientific article published in 2011

Rare Association Rule Mining

scientific article published in 2010

Rare Association Rule Mining and Knowledge Discovery

scientific article published in 2010

Rare Pattern Mining from Data Streams Using SRP-Tree and Its Variants

scientific article published in 2015

Rare Pattern Mining on Data Streams

scientific article published in 2012

Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency

scientific article published on 14 February 2021

Recurring concept meta-learning for evolving data streams

scientific article published in 2019

Research on particle swarm optimization based clustering: A systematic review of literature and techniques

scientific article published in August 2014

SLED: Semi-supervised Locally-weighted Ensemble Detector

scientific article published in April 2020

SPAN: Finding collaborative frauds in online auctions

scientific article published in November 2014

SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining

scientific article published in 2011

SSAT-Adapter: Enhancing Vision-Language Model Few-shot Learning with Auxiliary Tasks

scientific article published on 26 October 2024

Selective Hypothesis Transfer for Lifelong Learning

Selective Hypothesis Transfer for Lifelong Learning

scientific article published in July 2019

Shilling Attacks Detection in Recommender Systems Based on Target Item Analysis.

scientific article published on 29 July 2015

SoK: Human-centered Phishing Susceptibility

scientific article published on 14 April 2023

StreamXM: An Adaptive Partitional Clustering Solution for Evolving Data Streams

scientific article published in 2015

Supervised Clinical Abbreviations Detection and Normalisation Approach

scientific article published in 2019

Towards Knowledgeable Supervised Lifelong Learning Systems

scientific article published on 8 May 2020

Tracking Drift Severity in Data Streams

scientific article published in 2015

Tracking Drift Types in Changing Data Streams

scientific article published in 2013

Transaction Clustering Using a Seeds Based Approach

Understanding the Effects of Mitigation on De-identified Data

scientific article published in 2021

Unsupervised Rare Pattern Mining

scientific article published on 24 May 2016

Unsupervised Semantic and Syntactic Based Classification of Scientific Citations

scientific article published in 2015

Unveiling Climate Drivers via Feature Importance Shift Analysis in New Zealand

scientific article published on 13 May 2024

Using Supervised Pretraining to Improve Generalization of Neural Networks on Binary Classification Problems

scientific article published in 2019

Using Transfer Learning to Detect Phishing in Countries with a Small Population

scientific article published in 2019

Valency Based Weighted Association Rule Mining

scientific article published in 2010

Vehicle emission prediction using remote sensing data and machine learning techniques

scientific article published on 9 April 2018

Verb selection using semantic role labeling for citation classification

scientific article published in 2013

Volatility Adaptive Classifier System

scientific article published in 2017

Volatility Drift Prediction for Transactional Data Streams

scientific article published in November 2018

Web bots detection using Particle Swarm Optimization based clustering

scientific article published in July 2014

Web usage mining based recommender systems using implicit heterogeneous data

scientific article published in 2014

WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights

scientific article published in 2012

Weighted Association Rule Mining Using Particle Swarm Optimization

scientific article published in 2012

Weighted association rule mining via a graph based connectivity model

scientific article published in January 2013

mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse Datasets

scientific article published in 2017

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