AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal Kriging.

Patricia J. Riddle Patricia Riddle Patricia Jean Riddle https://www.cs.auckland.ac.nz/~pat/ https://www.cs.auckland.ac.nz/people/p-riddle https://scholar.google.com/citations?user=rih68CwAAAAJ https://openreview.net/profile?id=~Patricia_J._Riddle1 https://orcid.org/0000-0001-8616-0053 https://www.wikidata.org/entity/Q102249256 https://mathgenealogy.org/id.php?id=70347 University of Auckland, NZ Xiaobin Ren Kaiqi Zhao 0001 Katerina Taskova Patricia Riddle AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal Kriging. 1251-1262 2026 KDD (1) https://doi.org/10.1145/3770854.3780189 conf/kdd/2026-1 db/conf/kdd/kdd2026-1.html#RenZTR26

Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet Russel Pears Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. 2026 March abs/2603.11094 CoRR https://doi.org/10.48550/arXiv.2603.11094 db/journals/corr/corr2603.html#abs-2603-11094 streams/journals/corr

Michael Merry Patricia Riddle James R. Warren PropNEAT - Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks. 425-433 2025 GECCO https://doi.org/10.1145/3712256.3726319 conf/gecco/2025 db/conf/gecco/gecco2025.html#MerryRW25 Ángel García Olaya Patricia J. Riddle Michael W. Barley Strategies to Improve Goal Selection in Satisficing Oversubscription Planning. 223-227 2025 ICAPS https://doi.org/10.1609/icaps.v35i1.36122 conf/icaps/2025 db/conf/icaps/icaps2025.html#OlayaRB25 Michael W. Barley Natasha de Kriek Santiago Franco Angel García Olaya Tim Hartill Christopher M. Triggs Henry Zwart Vidal Alcázar Patricia Riddle A Problem with the Current Methodology for Comparing Search Algorithms and a Proposed Solution. 29-37 2025 SOCS https://doi.org/10.1609/socs.v18i1.35973 conf/socs/2025 db/conf/socs/socs2025.html#BarleyKFOHTZAR25

Andrey Borro Patricia J. Riddle Michael W. Barley Michael J. Witbrock Large Language Models as Common-Sense Heuristics. 2025 January abs/2501.18816 CoRR https://doi.org/10.48550/arXiv.2501.18816 db/journals/corr/corr2501.html#abs-2501-18816 streams/journals/corr

Andrey Borro Patricia J. Riddle Michael W. Barley Michael J. Witbrock Bridging the Reasoning Gap: Small LLMs Can Plan with Generalised Strategies. 2025 January abs/2501.18817 CoRR https://doi.org/10.48550/arXiv.2501.18817 db/journals/corr/corr2501.html#abs-2501-18817 streams/journals/corr

Michael Merry Patricia J. Riddle James R. Warren Explanation Beyond Intuition: A Testable Criterion for Inherent Explainability. 2025 December abs/2512.17316 CoRR https://doi.org/10.48550/arXiv.2512.17316 db/journals/corr/corr2512.html#abs-2512-17316 streams/journals/corr

Xiaobin Ren Kaiqi Zhao 0001 Katerina Taskova Patricia Riddle AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal Kriging. 2025 December abs/2512.21569 CoRR https://doi.org/10.48550/arXiv.2512.21569 db/journals/corr/corr2512.html#abs-2512-21569 streams/journals/corr

Steffen Albrecht David Broderick Katharina Dost Isabella Cheung Nhung Nghiem Milton Wu Johnny Zhu Nooriyan Poonawala-Lohani Sarah Jamison Damayanthi Rasanathan Sue Huang Adrian Trenholme Alicia Stanley Shirley Lawrence Samantha Marsh Lorraine Castelino Janine Paynter Nikki Turner Peter McIntyre Patricia Riddle Cameron Grant Gillian Dobbie Jörg Simon Wicker Forecasting severe respiratory disease hospitalizations using machine learning algorithms. 293 2024 December 24 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-024-02702-0 db/journals/midm/midm24.html#AlbrechtBDCNWZPJRHTSLMC24 streams/journals/midm

Xiaobin Ren Kaiqi Zhao 0001 Katerina Taskova Patricia Riddle Lianyan Li Periormer: Periodic Transformer for Seasonal and Irregularly Sampled Time Series. 1973-1982 2024 CIKM https://doi.org/10.1145/3627673.3679720 conf/cikm/2024 db/conf/cikm/cikm2024.html#Ren0TRL24 Jonathan J. Y. Kim Martin Urschler Patricia J. Riddle Jörg S. Wicker Attacking the Loop: Adversarial Attacks on Graph-Based Loop Closure Detection. 90-97 2024 VISIGRAPP (4): VISAPP https://doi.org/10.5220/0012313100003660 conf/visigrapp/2024-4 db/conf/visigrapp/visigrapp2024-4.html#KimURW24

Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams. 2024 abs/2408.09324 CoRR https://doi.org/10.48550/arXiv.2408.09324 db/journals/corr/corr2408.html#abs-2408-09324 streams/journals/corr

Michael Merry Patricia Riddle James R. Warren PropNEAT - Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks. 2024 abs/2411.03726 CoRR https://doi.org/10.48550/arXiv.2411.03726 db/journals/corr/corr2411.html#abs-2411-03726 streams/journals/corr

Katharina Dost Zac Pullar-Strecker Liam Brydon Kunyang Zhang Jasmin Hafner Patricia J. Riddle Jörg S. Wicker Combatting over-specialization bias in growing chemical databases. 53 2023 December 15 J. Cheminformatics 1 https://doi.org/10.1186/s13321-023-00716-w db/journals/jcheminf/jcheminf15.html#DostPBZHRW23

Xiaobin Ren Kaiqi Zhao 0001 Patricia J. Riddle Katerina Taskova Qingyi Pan Lianyan Li DAMR: Dynamic Adjacency Matrix Representation Learning for Multivariate Time Series Imputation. 188:1-188:25 2023 1 Proc. ACM Manag. Data 2 https://doi.org/10.1145/3589333 db/journals/pacmmod/pacmmod1.html#Ren0RTPL23

Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams. 107:1-107:36 2023 17 ACM Trans. Knowl. Discov. Data 8 https://doi.org/10.1145/3587098 https://www.wikidata.org/entity/Q125185056 db/journals/tkdd/tkdd17.html#HalsteadKRPB23

Tim Hartill Neset Tan Michael Witbrock Patricia J. Riddle Teaching Smaller Language Models To Generalise To Unseen Compositional Questions. 2023 2023 Trans. Mach. Learn. Res. https://openreview.net/forum?id=d4Vr6E0jjm db/journals/tmlr/tmlr2023.html#HartillTWR23

Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet FALL: A Modular Adaptive Learning Platform for Streaming Data. 3619-3622 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00282 conf/icde/2023 db/conf/icde/icde2023.html#HalsteadKRPB23

Tim Hartill Neset Tan Michael Witbrock Patricia J. Riddle Teaching Smaller Language Models To Generalise To Unseen Compositional Questions. 2023 abs/2308.00946 CoRR https://doi.org/10.48550/arXiv.2308.00946 db/journals/corr/corr2308.html#abs-2308-00946

Tim Hartill Diana Benavides-Prado Michael Witbrock Patricia J. Riddle Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval. 2023 abs/2308.04711 CoRR https://doi.org/10.48550/arXiv.2308.04711 db/journals/corr/corr2308.html#abs-2308-04711

Tim Hartill Joshua Bensemann Michael Witbrock Patricia J. Riddle Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation? 2023 abs/2311.12337 CoRR https://doi.org/10.48550/arXiv.2311.12337 db/journals/corr/corr2311.html#abs-2311-12337

Jonathan J. Y. Kim Martin Urschler Patricia J. Riddle Jörg S. Wicker Attacking the Loop: Adversarial Attacks on Graph-based Loop Closure Detection. 2023 abs/2312.06991 CoRR https://doi.org/10.48550/arXiv.2312.06991 db/journals/corr/corr2312.html#abs-2312-06991

William Hsu James R. Warren Patricia J. Riddle Medication adherence prediction through temporal modelling in cardiovascular disease management. 313 2022 22 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-022-02052-9 db/journals/midm/midm22.html#HsuWR22

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. 3489-3523 2022 111 Mach. Learn. 10 https://doi.org/10.1007/s10994-021-05993-w https://www.wikidata.org/entity/Q125185064 db/journals/ml/ml111.html#HalsteadKRPPBOC22

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. 42:1-42:7 2022 BCB https://doi.org/10.1145/3535508.3545562 conf/bcb/2022 db/conf/bcb/bcb2022.html#Poonawala-Lohani22 Zhenyun Deng Yonghua Zhu Yang Chen 0028 Qianqian Qi 0001 Michael Witbrock Patricia Riddle Prompt-based Conservation Learning for Multi-hop Question Answering. 1791-1800 2022 COLING https://aclanthology.org/2022.coling-1.154 conf/coling/2022 db/conf/coling/coling2022.html#DengZC0WR22 Diana Benavides Prado Patricia Riddle A Theory for Knowledge Transfer in Continual Learning. 647-660 2022 CoLLAs https://proceedings.mlr.press/v199/prado22a.html conf/collas/2022 db/conf/collas/collas2022.html#PradoR22 Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams. 1-10 2022 DSAA https://doi.org/10.1109/DSAA54385.2022.10032368 conf/dsaa/2022 db/conf/dsaa/dsaa2022.html#HalsteadKRPB22 Zhenyun Deng Yonghua Zhu Yang Chen 0028 Michael Witbrock Patricia Riddle Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. 4093-4099 2022 IJCAI https://doi.org/10.24963/ijcai.2022/568 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#DengZCWR22 Jonathan J. Y. Kim Martin Urschler Patricia J. Riddle Jörg S. Wicker Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes. 4352-4358 2022 IROS https://doi.org/10.1109/IROS47612.2022.9981542 conf/iros/2022 db/conf/iros/iros2022.html#KimURW22 Katharina Dost Hamish Duncanson Ioannis Ziogas Patricia Riddle Jörg Wicker Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias. 149-160 2022 PAKDD (2) https://doi.org/10.1007/978-3-031-05936-0_12 conf/pakdd/2022-2 db/conf/pakdd/pakdd2022-2.html#DostDZRW22

Zhenyun Deng Yonghua Zhu Yang Chen 0028 Michael Witbrock Patricia Riddle Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. 2022 abs/2206.08486 CoRR https://doi.org/10.48550/arXiv.2206.08486 db/journals/corr/corr2206.html#abs-2206-08486

Diana Benavides Prado Patricia Riddle A Theory for Knowledge Transfer in Continual Learning. 2022 abs/2208.06931 CoRR https://doi.org/10.48550/arXiv.2208.06931 db/journals/corr/corr2208.html#abs-2208-06931

Zhenyun Deng Yonghua Zhu Yang Chen 0028 Qianqian Qi 0001 Michael Witbrock Patricia Riddle Prompt-based Conservation Learning for Multi-hop Question Answering. 2022 abs/2209.06923 CoRR https://doi.org/10.48550/arXiv.2209.06923 db/journals/corr/corr2209.html#abs-2209-06923

Jonathan J. Y. Kim Martin Urschler Patricia J. Riddle Jörg S. Wicker Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes. 2022 abs/2209.11894 CoRR https://doi.org/10.48550/arXiv.2209.11894 db/journals/corr/corr2209.html#abs-2209-11894

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. 796-836 2021 35 Data Min. Knowl. Discov. 3 https://doi.org/10.1007/s10618-021-00736-w https://www.wikidata.org/entity/Q125185068 db/journals/datamine/datamine35.html#HalsteadKRPPB21

Michael Merry Patricia J. Riddle Jim Warren 0001 A mental models approach for defining explainable artificial intelligence. 344 2021 21 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-021-01703-7 db/journals/midm/midm21.html#MerryRW21

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. 1-2 2021 DSAA https://doi.org/10.1109/DSAA53316.2021.9564191 conf/dsaa/2021 db/conf/dsaa/dsaa2021.html#HalsteadKRPPBOC21 Ben Halstead Yun Sing Koh Patricia Riddle Mykola Pechenizkiy Albert Bifet Russel Pears Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. 1056-1067 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00096 https://www.wikidata.org/entity/Q125185066 conf/icde/2021 db/conf/icde/icde2021.html#HalsteadKRPBP21 Jonathan J. Y. Kim Martin Urschler Patricia J. Riddle Jörg S. Wicker SymbioLCD: Ensemble-Based Loop Closure Detection using CNN-Extracted Objects and Visual Bag-of-Words. 5425 2021 IROS https://doi.org/10.1109/IROS51168.2021.9636622 conf/iros/2021 db/conf/iros/iros2021.html#KimURW21

Jonathan J. Y. Kim Martin Urschler Patricia J. Riddle Jörg S. Wicker SymbioLCD: Ensemble-Based Loop Closure Detection using CNN-Extracted Objects and Visual Bag-of-Words. 2021 abs/2110.11491 CoRR https://arxiv.org/abs/2110.11491 db/journals/corr/corr2110.html#abs-2110-11491

Diana Benavides Prado Yun Sing Koh Patricia Riddle Towards Knowledgeable Supervised Lifelong Learning Systems. 159-224 2020 68 J. Artif. Intell. Res. https://doi.org/10.1613/jair.1.11432 https://www.wikidata.org/entity/Q125185086 db/journals/jair/jair68.html#PradoKR20

Vidal Alcázar Patricia J. Riddle Mike Barley A Unifying View on Individual Bounds and Heuristic Inaccuracies in Bidirectional Search. 2327-2334 2020 AAAI https://doi.org/10.1609/aaai.v34i03.5611 conf/aaai/2020 db/conf/aaai/aaai2020.html#AlcazarRB20 Katharina Dost Katerina Taskova Patricia Riddle Jörg Wicker Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias. 996-1001 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00115 conf/icdm/2020 db/conf/icdm/icdm2020.html#DostTRW20 Alex Yuxuan Peng Yun Sing Koh Patricia Riddle Bernhard Pfahringer Investigating the effect of novel classes in semi-supervised learning. 615-630 2019 ACML http://proceedings.mlr.press/v101/peng19a.html conf/acml/2019 db/conf/acml/acml2019.html#PengKRP19 William Hsu Jim Warren 0001 Patricia Riddle Multivariate Sequential Analytics for Treatment Trajectory Forecasting. 20:1-20:15 2019 ACSW https://doi.org/10.1145/3290688.3290724 conf/acsw/2019 db/conf/acsw/acsw2019.html#HsuWR19 Devipriyaa Nagappan Jim Warren 0001 Patricia Riddle Health Consumer Usage Patterns in Management of CVD using Data Mining Techniques. 28:1-28:9 2019 ACSW https://doi.org/10.1145/3290688.3290732 conf/acsw/2019 db/conf/acsw/acsw2019.html#NagappanWR19 Diana Benavides Prado Yun Sing Koh Patricia Riddle Selective Hypothesis Transfer for Lifelong Learning. 1-10 2019 IJCNN https://doi.org/10.1109/IJCNN.2019.8851778 https://www.wikidata.org/entity/Q125185101 conf/ijcnn/2019 db/conf/ijcnn/ijcnn2019.html#PradoKR19 Vidal Alcázar Mike Barley Patricia J. Riddle A Theoretical Comparison of the Bounds of MM, NBS, and GBFHS. 160-161 2019 SOCS https://doi.org/10.1609/socs.v10i1.18495 conf/socs/2019 db/conf/socs/socs2019.html#AlcazarBR19 Raquel Fuentetaja 0001 Michael W. Barley Daniel Borrajo Jordan Douglas Santiago Franco Patricia J. Riddle Meta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.12091 conf/aaai/2018 db/conf/aaai/aaai2018.html#FuentetajaBBDFR18 6169-6176 Hamish Huggard Yun Sing Koh Patricia Riddle Gustavo Olivares Predicting Air Quality from Low-Cost Sensor Measurements. 94-106 2018 AusDM https://doi.org/10.1007/978-981-13-6661-1_8 https://www.wikidata.org/entity/Q125185100 conf/ausdm/2018 db/conf/ausdm/ausdm2018.html#HuggardKRO18 Alex Yuxuan Peng Yun Sing Koh Patricia Riddle Bernhard Pfahringer Using Supervised Pretraining to Improve Generalization of Neural Networks on Binary Classification Problems. 410-425 2018 ECML/PKDD (1) https://doi.org/10.1007/978-3-030-10925-7_25 https://www.wikidata.org/entity/Q125185106 conf/pkdd/2018-1 db/conf/pkdd/pkdd2018-1.html#PengKRP18 Michael W. Barley Patricia J. Riddle Carlos Linares López Sean Dobson Ira Pohl GBFHS: A Generalized Breadth-First Heuristic Search Algorithm. 28-36 2018 SOCS https://doi.org/10.1609/socs.v9i1.18452 conf/socs/2018 db/conf/socs/socs2018.html#BarleyRLDP18 Diana Benavides Prado Yun Sing Koh Patricia Riddle AccGenSVM: Selectively Transferring from Previous Hypotheses. 1440-1446 2017 IJCAI https://doi.org/10.24963/ijcai.2017/199 https://www.wikidata.org/entity/Q125185119 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#PradoKR17 Alex Yuxuan Peng Yun Sing Koh Patricia Riddle mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse Datasets. 196-207 2017 PAKDD (2) https://doi.org/10.1007/978-3-319-57529-2_16 https://www.wikidata.org/entity/Q125185124 conf/pakdd/2017-2 db/conf/pakdd/pakdd2017-2.html#PengKR17

Ralph Versteegen Georgy L. Gimel'farb Patricia Riddle Texture modelling with nested high-order Markov-Gibbs random fields. 120-134 2016 143 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2015.11.003 db/journals/cviu/cviu143.html#VersteegenGR16

Kylie Chen Yun Sing Koh Patricia Riddle Proactive drift detection: Predicting concept drifts in data streams using probabilistic networks. 780-787 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727279 https://www.wikidata.org/entity/Q125185135 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#ChenKR16 Ralph Versteegen Georgy L. Gimel'farb Patricia Riddle Markov-Gibbs Texture Modelling with Learnt Freeform Filters. 379-389 2016 S+SSPR https://doi.org/10.1007/978-3-319-49055-7_34 conf/sspr/2016 db/conf/sspr/sspr2016.html#VersteegenGR16 Kylie Chen Yun Sing Koh Patricia Riddle Tracking Drift Severity in Data Streams. 96-108 2015 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-319-26350-2_9 https://www.wikidata.org/entity/Q125185142 conf/ausai/2015 db/conf/ausai/ausai2015.html#ChenKR15 Ralph Versteegen Georgy L. Gimel'farb Patricia Riddle Texture modelling with non-contiguous filters. 1-6 2015 IVCNZ https://doi.org/10.1109/IVCNZ.2015.7761520 conf/ivcnz/2015 db/conf/ivcnz/ivcnz2015.html#VersteegenGR15 Patricia J. Riddle Michael W. Barley Santiago Franco Jordan Douglas Automated Transformation of PDDL Representations. 214-215 2015 SOCS https://doi.org/10.1609/socs.v6i1.18368 conf/socs/2015 db/conf/socs/socs2015.html#RiddleBFD15

Ralph Versteegen Georgy L. Gimel'farb Patricia Riddle Texture Modelling with Nested High-order Markov-Gibbs Random Fields. 2015 abs/1510.02364 CoRR http://arxiv.org/abs/1510.02364 db/journals/corr/corr1510.html#VersteegenGR15

Shafiq Alam Gillian Dobbie Yun Sing Koh Patricia Riddle Saeed Ur Rehman 0001 Research on particle swarm optimization based clustering: A systematic review of literature and techniques. 1-13 2014 17 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2014.02.001 https://www.wikidata.org/entity/Q125185161 db/journals/swevo/swevo17.html#AlamDKRR14

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. 389-409 2014 12 Web Intell. Agent Syst. 4 https://doi.org/10.3233/WIA-140302 https://www.wikidata.org/entity/Q125185167 db/journals/wias/wias12.html#AlamDKR14

Michael W. Barley Santiago Franco Patricia J. Riddle Overcoming the Utility Problem in Heuristic Generation: Why Time Matters. 2014 ICAPS http://www.aaai.org/ocs/index.php/ICAPS/ICAPS14/paper/view/7906 conf/aips/2014 db/conf/aips/icaps2014.html#BarleyFR14 Shen Song Jim Warren 0001 Patricia Riddle Profiling Cardiovascular Disease Event Risk through Clustering of Classification Association Rules. 294-299 2014 CBMS https://doi.org/10.1109/CBMS.2014.17 https://doi.ieeecomputersociety.org/10.1109/CBMS.2014.17 https://www.wikidata.org/entity/Q57687031 conf/cbms/2014 db/conf/cbms/cbms2014.html#SongWR14 Shafiq Alam Gillian Dobbie Yun Sing Koh Patricia Riddle Web bots detection using Particle Swarm Optimization based clustering. 2955-2962 2014 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2014.6900644 https://www.wikidata.org/entity/Q125185164 conf/cec/2014 db/conf/cec/cec2014.html#AlamDKR14 Ralph Versteegen Georgy L. Gimel'farb Patricia Riddle Learning High-order Generative Texture Models. 90 2014 IVCNZ https://doi.org/10.1145/2683405.2683420 https://www.wikidata.org/entity/Q131164509 conf/ivcnz/2014 db/conf/ivcnz/ivcnz2014.html#VersteegenGR14 David C. Uthus Patricia J. Riddle Hans W. Guesgen Solving the Traveling Tournament Problem with Iterative-Deepening A. 2013 ICAPS http://www.aaai.org/ocs/index.php/ICAPS/ICAPS13/paper/view/6030 conf/aips/2013 db/conf/aips/icaps2013.html#UthusRG13 Santiago Franco Michael W. Barley Patricia J. Riddle A New Efficient In Situ Sampling Model for Heuristic Selection in Optimal Search. 178-189 2013 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-319-03680-9_19 conf/ausai/2013 db/conf/ausai/ausai2013.html#FrancoBR13 Ben Leon Meadows Patricia J. Riddle Cameron Skinner Mike Barley Evaluating the Seeding Genetic Algorithm. 221-227 2013 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-319-03680-9_24 conf/ausai/2013 db/conf/ausai/ausai2013.html#MeadowsRSB13 Damir Azhar Patricia Riddle Emilia Mendes Nikolaos Mittas Lefteris Angelis Using Ensembles for Web Effort Estimation. 173-182 2013 ESEM https://doi.org/10.1109/ESEM.2013.25 https://doi.ieeecomputersociety.org/10.1109/ESEM.2013.25 conf/esem/2013 db/conf/esem/esem2013.html#AzharRMMA13 Ralph Versteegen Georgy L. Gimel'farb Patricia Riddle Learning generic third-order MGRF texture models. 7-12 2013 IVCNZ https://doi.org/10.1109/IVCNZ.2013.6726984 conf/ivcnz/2013 db/conf/ivcnz/ivcnz2013.html#VersteegenGR13 Shafiq Alam Gillian Dobbie Patricia Riddle Yun Sing Koh Analysis of Web Usage Data for Clustering Based Recommender System. 171-179 2013 PAAMS (Special Sessions) https://doi.org/10.1007/978-3-319-00563-8_21 https://www.wikidata.org/entity/Q125185170 conf/paams/2013s db/conf/paams/paams2013s.html#AlamDRK13 Shafiq Alam Gillian Dobbie Yun Sing Koh Patricia Riddle Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization. 147-154 2013 SIS https://doi.org/10.1109/SIS.2013.6615172 https://www.wikidata.org/entity/Q125185178 conf/swis/2013 db/conf/swis/swis2013.html#AlamDKR13

David C. Uthus Patricia J. Riddle Hans W. Guesgen Solving the traveling tournament problem with iterative-deepening A∗. 601-614 2012 15 J. Sched. 5 https://doi.org/10.1007/s10951-011-0237-x db/journals/scheduling/scheduling15.html#UthusRG12

Shafiq Alam Gillian Dobbie Patricia Riddle Yun Sing Koh Hierarchical PSO clustering based recommender system. 1-8 2012 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2012.6256652 https://www.wikidata.org/entity/Q125185192 conf/cec/2012 db/conf/cec/cec2012.html#AlamDRK12 Damir Azhar Emilia Mendes Patricia Riddle A systematic review of web resource estimation. 49-58 2012 PROMISE https://doi.org/10.1145/2365324.2365332 conf/promise/2012 db/conf/promise/promise2012.html#AzharMR12 Shafiq Alam Gillian Dobbie Patricia Riddle Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering. 316-326 2011 PAKDD Workshops https://doi.org/10.1007/978-3-642-28320-8_27 conf/pakdd/2011-w db/conf/pakdd/pakdd2011-w.html#AlamDR11 Patricia J. Riddle Robert C. Holte Michael W. Barley Does Representation Matter in the Planning Competition? 2011 SARA http://www.aaai.org/ocs/index.php/SARA/SARA11/paper/view/4240 conf/sara/2011 db/conf/sara/sara2011.html#RiddleHB11

Guocai Chen Jim Warren 0001 Patricia Riddle Semantic Space models for classification of consumer webpages on metadata attributes. 725-735 2010 43 J. Biomed. Informatics 5 https://doi.org/10.1016/j.jbi.2010.06.005 https://www.wikidata.org/entity/Q38372215 db/journals/jbi/jbi43.html#ChenWR10

Al Shorin Georgy L. Gimel'farb Patrice Delmas Patricia Riddle Constraint Optimisation for Robust Image Matching with Inhomogeneous Photometric Variations and Affine Noise. 476-487 2010 ACIVS (1) https://doi.org/10.1007/978-3-642-17688-3_44 conf/acivs/2010-1 db/conf/acivs/acivs2010-1.html#ShorinGDR10 Shafiq Alam Gillian Dobbie Patricia Riddle Muhammad Asif Naeem A swarm intelligence based clustering approach for outlier detection. 1-7 2010 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2010.5586152 conf/cec/2010 db/conf/cec/cec2010.html#AlamDRN10 Shafiq Alam Gillian Dobbie Patricia Riddle Muhammad Asif Naeem Particle Swarm Optimization Based Hierarchical Agglomerative Clustering. 64-68 2010 IAT https://doi.org/10.1109/WI-IAT.2010.75 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2010.75 conf/iat/2010 db/conf/iat/iat2010.html#AlamDRN10 David C. Uthus Patricia J. Riddle Hans W. Guesgen DFS* and the Traveling Tournament Problem. 279-293 2009 CPAIOR https://doi.org/10.1007/978-3-642-01929-6_21 conf/cpaior/2009 db/conf/cpaior/cpaior2009.html#UthusRG09 David C. Uthus Patricia J. Riddle Hans W. Guesgen An ant colony optimization approach to the traveling tournament problem. 81-88 2009 GECCO https://doi.org/10.1145/1569901.1569913 conf/gecco/2009g db/conf/gecco/gecco2009.html#UthusRG09 Shafiq Alam Gillian Dobbie Patricia Riddle Exploiting Swarm Behaviour of Simple Agents for Clustering Web Users' Session Data. 61-75 2009 Data Mining and Multi-agent Integration https://doi.org/10.1007/978-1-4419-0522-2_4 books/sp/C2009 db/books/collections/C2009.html#AlamDR09 David C. Uthus Patricia J. Riddle Hans W. Guesgen Ant Colony Optimization and the Single Round Robin Maximum Value Problem. 243-250 2008 ANTS Conference https://doi.org/10.1007/978-3-540-87527-7_23 conf/antsw/2008 db/conf/antsw/ants2008.html#UthusRG08 Shafiq Alam Gillian Dobbie Patricia Riddle Particle Swarm Optimization Based Clustering of Web Usage Data. 451-454 2008 Web Intelligence/IAT Workshops https://doi.org/10.1109/WIIAT.2008.292 https://doi.ieeecomputersociety.org/10.1109/WIIAT.2008.292 conf/iat/2008w db/conf/iat/iatw2008.html#AlamDR08 Jonathan Teutenberg Catherine Inez Watson Patricia Riddle Modelling and synthesising F0 contours with the discrete cosine transform. 3973-3976 2008 ICASSP https://doi.org/10.1109/ICASSP.2008.4518524 conf/icassp/2008 db/conf/icassp/icassp2008.html#TeutenbergWR08 Shafiq Alam Gillian Dobbie Patricia Riddle An Evolutionary Particle Swarm Optimization algorithm for data clustering. 1-6 2008 SIS https://doi.org/10.1109/SIS.2008.4668294 conf/swis/2008 db/conf/swis/swis2008.html#AlamDR08 Cameron Skinner Patricia J. Riddle Random search can outperform mutation. 2584-2590 2007 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2007.4424796 conf/cec/2007 db/conf/cec/cec2007.html#SkinnerR07 Remco R. Bouckaert Michael Goebel Patricia J. Riddle Generalized Unified Decomposition of Ensemble Loss. 1133-1139 2006 conf/ausai/2006 Australian Conference on Artificial Intelligence https://doi.org/10.1007/11941439_136 db/conf/ausai/ausai2006.html#BouckaertGR06 Cameron Skinner Patricia J. Riddle Chris Triggs Mathematics prevents bloat [genetic programming]. 390-395 2005 conf/cec/2005 Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2005.1554710 db/conf/cec/cec2005.html#SkinnerRT05 Cameron Skinner Patricia J. Riddle Expected Rates of Building Block Discovery, Retention and Combination Under 1-Point and Uniform Crossover. 121-130 https://doi.org/10.1007/978-3-540-30217-9_13 2004 conf/ppsn/2004 PPSN db/conf/ppsn/ppsn2004.html#SkinnerR04 Michael Sanders Richard Lobb Patricia Riddle Evolving controllers for virtual creature locomotion. 255-256 2003 conf/graphite/2003 GRAPHITE https://doi.org/10.1145/604471.604522 db/conf/graphite/graphite2003.html#SandersLR03 Michael Goebel Patricia J. Riddle Mike Barley A Unified Decomposition of Ensemble Loss for Predicting Ensemble Performance. 211-218 2002 conf/icml/2002 ICML db/conf/icml/icml2002.html#GoebelRB02

Philip G. K. Reiser Patricia J. Riddle Scaling Up Inductive Logic Programming: An Evolutionary Wrapper Approach. 181-197 2001 15 Appl. Intell. 3 db/journals/apin/apin15.html#ReiserR01 https://doi.org/10.1023/A:1011239013893

Philip G. K. Reiser Patricia J. Riddle Evolution of logic programs: part-of-speech tagging. 1338-1348 1999 CEC https://doi.org/10.1109/CEC.1999.782604 conf/cec/1999 db/conf/cec/cec1999.html#ReiserR99 Philip G. K. Reiser Patricia J. Riddle Evolving Logic Programs to Classify Chess-Endgame Positions. 138-145 1998 conf/seal/1998 SEAL https://doi.org/10.1007/3-540-48873-1_19 db/conf/seal/seal1998.html#ReiserR98 Patricia J. Riddle Roman Fresnedo David Newman Framework for a Generic Knowledge Discovery Toolkit. 343-352 1995 AISTATS https://doi.org/10.1007/978-1-4612-2404-4_33 https://proceedings.mlr.press/r0/riddle95a.html conf/aistats/1995 db/conf/aistats/aistats1995.html#RiddleFN95

Patricia J. Riddle Richard B. Segal Oren Etzioni Representation design and brut-force induction in a Boeing manufacturing domain. 125-147 1994 8 Appl. Artif. Intell. 1 db/journals/aai/aai8.html#RiddleSE94 https://doi.org/10.1080/08839519408945435 https://www.wikidata.org/entity/Q58287383

Patricia J. Riddle Reformation from State Space to Reduction Space. 439-440 1989 conf/icml/1989 ML db/conf/icml/ml1989.html#Riddle89 Mehnaz Adnan Shafiq Alam Steffen Albrecht Vidal Alcázar Lefteris Angelis Damir Azhar Mike BarleyMichael W. Barley Diana Benavides-PradoDiana Benavides Prado Joshua Bensemann Albert Bifet Daniel Borrajo Andrey Borro Remco R. Bouckaert David Broderick Liam Brydon Lorraine Castelino Guocai Chen Kylie Chen Yang Chen 0028 Isabella Cheung Guy Coulson Patrice Delmas Zhenyun Deng Gillian Dobbie Sean Dobson Katharina Dost Jordan Douglas Hamish Duncanson Oren Etzioni Santiago Franco Roman Fresnedo Raquel Fuentetaja 0001 Georgy L. Gimel'farb Michael Goebel Cameron Grant Hans W. Guesgen Jasmin Hafner Ben Halstead Tim Hartill Robert C. Holte William Hsu Sue Huang Hamish Huggard Sarah Jamison Jonathan J. Y. Kim Yun Sing Koh Natasha de Kriek Shirley Lawrence Lianyan Li Richard Lobb Carlos Linares López Samantha Marsh Peter McIntyre Ben Leon Meadows Emilia Mendes Michael Merry Nikolaos Mittas Muhammad Asif Naeem Devipriyaa Nagappan David Newman Nhung Nghiem Angel García OlayaÁngel García Olaya Gustavo Olivares Qingyi Pan Janine Paynter Russel Pears Mykola Pechenizkiy Alex Yuxuan Peng Bernhard Pfahringer Ira Pohl Nooriyan Poonawala-Lohani Zac Pullar-Strecker Qianqian Qi 0001 Damayanthi Rasanathan Saeed Ur Rehman 0001 Philip G. K. Reiser Xiaobin Ren Michael Sanders Richard B. Segal Al Shorin Cameron Skinner Shen Song Alicia Stanley Neset Tan Katerina TashkovaKaterina Taskova Jonathan Teutenberg Adrian Trenholme Chris TriggsChristopher M. Triggs Nikki Turner Martin Urschler David C. Uthus Ralph Versteegen James R. WarrenJim Warren 0001 Catherine I. WatsonCatherine Inez Watson Jörg WickerJörg S. WickerJörg Simon Wicker Michael WitbrockMichael J. Witbrock Milton Wu Kunyang Zhang Kaiqi Zhao 0001 Johnny Zhu Yonghua Zhu Ioannis Ziogas Henry Zwart