Patricia Riddle

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 28

Top Topics

Particle Swarm Optimization

Lifelong Learning

Top Venues

Publications

Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet
Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams. ACM Trans. Knowl. Discov. Data 17 (8) (2023)
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet
FALL: A Modular Adaptive Learning Platform for Streaming Data. ICDE (2023)
Nooriyan Poonawala-Lohani, Patricia Riddle, Mehnaz Adnan, Jörg Wicker
Geographic ensembles of observations using randomised ensembles of autoregression chains: ensemble methods for spatio-temporal time series forecasting of influenza-like illness. BCB (2022)
Katharina Dost, Hamish Duncanson, Ioannis Ziogas, Patricia Riddle, Jörg Wicker
Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias. PAKDD (2) (2022)
Diana Benavides Prado, Patricia Riddle
A Theory for Knowledge Transfer in Continual Learning. CoRR (2022)
Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson
Analyzing and repairing concept drift adaptation in data stream classification. Mach. Learn. 111 (10) (2022)
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet
A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams. DSAA (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. IJCAI (2022)
Diana Benavides Prado, Patricia Riddle
A Theory for Knowledge Transfer in Continual Learning. CoLLAs (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. CoRR (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle
Prompt-based Conservation Learning for Multi-hop Question Answering. COLING (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle
Prompt-based Conservation Learning for Multi-hop Question Answering. CoRR (2022)
Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. ICDE (2021)
Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson
Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification. DSAA (2021)
Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency. Data Min. Knowl. Discov. 35 (3) (2021)
Katharina Dost, Katerina Taskova, Patricia Riddle, Jörg Wicker
Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias. ICDM (2020)
Diana Benavides Prado, Yun Sing Koh, Patricia Riddle
Towards Knowledgeable Supervised Lifelong Learning Systems. J. Artif. Intell. Res. 68 (2020)
William Hsu, Jim Warren, Patricia Riddle
Multivariate Sequential Analytics for Treatment Trajectory Forecasting. ACSW (2019)
Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle, Bernhard Pfahringer
Investigating the effect of novel classes in semi-supervised learning. ACML (2019)
Diana Benavides Prado, Yun Sing Koh, Patricia Riddle
Selective Hypothesis Transfer for Lifelong Learning. IJCNN (2019)
Devipriyaa Nagappan, Jim Warren, Patricia Riddle
Health Consumer Usage Patterns in Management of CVD using Data Mining Techniques. ACSW (2019)
Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle, Bernhard Pfahringer
Using Supervised Pretraining to Improve Generalization of Neural Networks on Binary Classification Problems. ECML/PKDD (1) (2018)
Hamish Huggard, Yun Sing Koh, Patricia Riddle, Gustavo Olivares
Predicting Air Quality from Low-Cost Sensor Measurements. AusDM (2018)
Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle
mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse Datasets. PAKDD (2) (2017)
Diana Benavides Prado, Yun Sing Koh, Patricia Riddle
AccGenSVM: Selectively Transferring from Previous Hypotheses. IJCAI (2017)
Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle
Markov-Gibbs Texture Modelling with Learnt Freeform Filters. S+SSPR (2016)
Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle
Texture modelling with nested high-order Markov-Gibbs random fields. Comput. Vis. Image Underst. 143 (2016)
Kylie Chen, Yun Sing Koh, Patricia Riddle
Proactive drift detection: Predicting concept drifts in data streams using probabilistic networks. IJCNN (2016)
Kylie Chen, Yun Sing Koh, Patricia Riddle
Tracking Drift Severity in Data Streams. Australasian Conference on Artificial Intelligence (2015)
Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle
Texture modelling with non-contiguous filters. IVCNZ (2015)
Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle
Texture Modelling with Nested High-order Markov-Gibbs Random Fields. CoRR (2015)
Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle
Web bots detection using Particle Swarm Optimization based clustering. IEEE Congress on Evolutionary Computation (2014)
Shen Song, Jim Warren, Patricia Riddle
Profiling Cardiovascular Disease Event Risk through Clustering of Classification Association Rules. CBMS (2014)
Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle, Saeed Ur Rehman
Research on particle swarm optimization based clustering: A systematic review of literature and techniques. Swarm Evol. Comput. 17 (2014)
Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle
Web usage mining based recommender systems using implicit heterogeneous data: - A Particle Swarm Optimization based clustering approach. Web Intell. Agent Syst. 12 (4) (2014)
Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle
Learning High-order Generative Texture Models. IVCNZ (2014)
Damir Azhar, Patricia Riddle, Emilia Mendes, Nikolaos Mittas, Lefteris Angelis
Using Ensembles for Web Effort Estimation. ESEM (2013)
Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle
Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization. SIS (2013)
Shafiq Alam, Gillian Dobbie, Patricia Riddle, Yun Sing Koh
Analysis of Web Usage Data for Clustering Based Recommender System. PAAMS (Special Sessions) (2013)
Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle
Learning generic third-order MGRF texture models. IVCNZ (2013)
Damir Azhar, Emilia Mendes, Patricia Riddle
A systematic review of web resource estimation. PROMISE (2012)
Shafiq Alam, Gillian Dobbie, Patricia Riddle, Yun Sing Koh
Hierarchical PSO clustering based recommender system. IEEE Congress on Evolutionary Computation (2012)
Shafiq Alam, Gillian Dobbie, Patricia Riddle
Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering. PAKDD Workshops (2011)
Shafiq Alam, Gillian Dobbie, Patricia Riddle, M. Asif Naeem
A swarm intelligence based clustering approach for outlier detection. IEEE Congress on Evolutionary Computation (2010)
Shafiq Alam, Gillian Dobbie, Patricia Riddle, M. Asif Naeem
Particle Swarm Optimization Based Hierarchical Agglomerative Clustering. IAT (2010)
Al Shorin, Georgy L. Gimel'farb, Patrice Delmas, Patricia Riddle
Constraint Optimisation for Robust Image Matching with Inhomogeneous Photometric Variations and Affine Noise. ACIVS (1) (2010)
Guocai Chen, Jim Warren, Patricia Riddle
Semantic Space models for classification of consumer webpages on metadata attributes. J. Biomed. Informatics 43 (5) (2010)
Jonathan Teutenberg, Catherine Inez Watson, Patricia Riddle
Modelling and synthesising F0 contours with the discrete cosine transform. ICASSP (2008)
Shafiq Alam, Gillian Dobbie, Patricia Riddle
An Evolutionary Particle Swarm Optimization algorithm for data clustering. SIS (2008)
Shafiq Alam, Gillian Dobbie, Patricia Riddle
Particle Swarm Optimization Based Clustering of Web Usage Data. Web Intelligence/IAT Workshops (2008)
Michael Sanders, Richard Lobb, Patricia Riddle
Evolving controllers for virtual creature locomotion. GRAPHITE (2003)