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Patricia J. Riddle
Patricia Riddle – Patricia Jean Riddle
Person information
- affiliation: University of Auckland, NZ
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2020 – today
- 2024
- [j17]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. BMC Medical Informatics Decis. Mak. 24(1): 293 (2024) - [c64]Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
:
Attacking the Loop: Adversarial Attacks on Graph-Based Loop Closure Detection. VISIGRAPP (4): VISAPP 2024: 90-97 - [i11]Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet:
A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams. CoRR abs/2408.09324 (2024) - 2023
- [j16]Katharina Dost
Combatting over-specialization bias in growing chemical databases. J. Cheminformatics 15(1): 53 (2023) - [j15]Xiaobin Ren
DAMR: Dynamic Adjacency Matrix Representation Learning for Multivariate Time Series Imputation. Proc. ACM Manag. Data 1(2): 188:1-188:25 (2023) - [j14]Ben Halstead
Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams. ACM Trans. Knowl. Discov. Data 17(8): 107:1-107:36 (2023) - [j13]Tim Hartill, Neset Tan, Michael Witbrock, Patricia J. Riddle:
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions. Trans. Mach. Learn. Res. 2023 (2023) - [c63]Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet:
FALL: A Modular Adaptive Learning Platform for Streaming Data. ICDE 2023: 3619-3622 - [i10]Tim Hartill, Neset Tan, Michael Witbrock, Patricia J. Riddle:
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions. CoRR abs/2308.00946 (2023) - [i9]Tim Hartill, Diana Benavides-Prado, Michael Witbrock, Patricia J. Riddle:
Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval. CoRR abs/2308.04711 (2023) - [i8]Tim Hartill, Joshua Bensemann, Michael Witbrock, Patricia J. Riddle:
Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation? CoRR abs/2311.12337 (2023) - [i7]Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
Attacking the Loop: Adversarial Attacks on Graph-based Loop Closure Detection. CoRR abs/2312.06991 (2023) - 2022
- [j12]William Hsu, James R. Warren, Patricia J. Riddle:
Medication adherence prediction through temporal modelling in cardiovascular disease management. BMC Medical Informatics Decis. Mak. 22(1): 313 (2022) - [j11]Ben Halstead
Analyzing and repairing concept drift adaptation in data stream classification. Mach. Learn. 111(10): 3489-3523 (2022) - [c62]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: 42:1-42:7 - [c61]Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle:
Prompt-based Conservation Learning for Multi-hop Question Answering. COLING 2022: 1791-1800 - [c60]Diana Benavides Prado
A Theory for Knowledge Transfer in Continual Learning. CoLLAs 2022: 647-660 - [c59]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: 1-10 - [c58]Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle:
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. IJCAI 2022: 4093-4099 - [c57]Jonathan J. Y. Kim
Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes. IROS 2022: 4352-4358 - [c56]Katharina Dost
Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias. PAKDD (2) 2022: 149-160 - [i6]Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle:
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. CoRR abs/2206.08486 (2022) - [i5]Diana Benavides Prado, Patricia Riddle:
A Theory for Knowledge Transfer in Continual Learning. CoRR abs/2208.06931 (2022) - [i4]Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle:
Prompt-based Conservation Learning for Multi-hop Question Answering. CoRR abs/2209.06923 (2022) - [i3]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. CoRR abs/2209.11894 (2022) - 2021
- [j10]Ben Halstead
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency. Data Min. Knowl. Discov. 35(3): 796-836 (2021) - [j9]Michael Merry, Patricia J. Riddle, Jim Warren:
A mental models approach for defining explainable artificial intelligence. BMC Medical Informatics Decis. Mak. 21(1): 344 (2021) - [c55]Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet
Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification. DSAA 2021: 1-2 - [c54]Ben Halstead
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. ICDE 2021: 1056-1067 - [c53]Jonathan J. Y. Kim
SymbioLCD: Ensemble-Based Loop Closure Detection using CNN-Extracted Objects and Visual Bag-of-Words. IROS 2021: 5425 - [i2]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. CoRR abs/2110.11491 (2021) - 2020
- [j8]Diana Benavides Prado
Towards Knowledgeable Supervised Lifelong Learning Systems. J. Artif. Intell. Res. 68: 159-224 (2020) - [c52]Vidal Alcázar, Patricia J. Riddle, Mike Barley:
A Unifying View on Individual Bounds and Heuristic Inaccuracies in Bidirectional Search. AAAI 2020: 2327-2334 - [c51]Katharina Dost
Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias. ICDM 2020: 996-1001
2010 – 2019
- 2019
- [c50]Alex Yuxuan Peng, Yun Sing Koh
Investigating the effect of novel classes in semi-supervised learning. ACML 2019: 615-630 - [c49]William Hsu, Jim Warren, Patricia Riddle:
Multivariate Sequential Analytics for Treatment Trajectory Forecasting. ACSW 2019: 20:1-20:15 - [c48]Devipriyaa Nagappan, Jim Warren, Patricia Riddle:
Health Consumer Usage Patterns in Management of CVD using Data Mining Techniques. ACSW 2019: 28:1-28:9 - [c47]Diana Benavides Prado
Selective Hypothesis Transfer for Lifelong Learning. IJCNN 2019: 1-10 - [c46]Vidal Alcázar, Mike Barley, Patricia J. Riddle:
A Theoretical Comparison of the Bounds of MM, NBS, and GBFHS. SOCS 2019: 160-161 - 2018
- [c45]Raquel Fuentetaja, 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. AAAI 2018: 6169-6176 - [c44]Hamish Huggard, Yun Sing Koh
Predicting Air Quality from Low-Cost Sensor Measurements. AusDM 2018: 94-106 - [c43]Alex Yuxuan Peng
Using Supervised Pretraining to Improve Generalization of Neural Networks on Binary Classification Problems. ECML/PKDD (1) 2018: 410-425 - [c42]Michael W. Barley, Patricia J. Riddle, Carlos Linares López, Sean Dobson, Ira Pohl:
GBFHS: A Generalized Breadth-First Heuristic Search Algorithm. SOCS 2018: 28-36 - 2017
- [c41]Diana Benavides Prado
AccGenSVM: Selectively Transferring from Previous Hypotheses. IJCAI 2017: 1440-1446 - [c40]Alex Yuxuan Peng
mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse Datasets. PAKDD (2) 2017: 196-207 - 2016
- [j7]Ralph Versteegen, Georgy L. Gimel'farb
Texture modelling with nested high-order Markov-Gibbs random fields. Comput. Vis. Image Underst. 143: 120-134 (2016) - [c39]Kylie Chen, Yun Sing Koh
Proactive drift detection: Predicting concept drifts in data streams using probabilistic networks. IJCNN 2016: 780-787 - [c38]Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle:
Markov-Gibbs Texture Modelling with Learnt Freeform Filters. S+SSPR 2016: 379-389 - 2015
- [c37]Kylie Chen, Yun Sing Koh
Tracking Drift Severity in Data Streams. Australasian Conference on Artificial Intelligence 2015: 96-108 - [c36]Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle:
Texture modelling with non-contiguous filters. IVCNZ 2015: 1-6 - [c35]Patricia J. Riddle, Michael W. Barley, Santiago Franco, Jordan Douglas:
Automated Transformation of PDDL Representations. SOCS 2015: 214-215 - [i1]Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle:
Texture Modelling with Nested High-order Markov-Gibbs Random Fields. CoRR abs/1510.02364 (2015) - 2014
- [j6]Shafiq Alam
Research on particle swarm optimization based clustering: A systematic review of literature and techniques. Swarm Evol. Comput. 17: 1-13 (2014) - [j5]Shafiq Alam
Web usage mining based recommender systems using implicit heterogeneous data: - A Particle Swarm Optimization based clustering approach. Web Intell. Agent Syst. 12(4): 389-409 (2014) - [c34]Michael W. Barley, Santiago Franco, Patricia J. Riddle:
Overcoming the Utility Problem in Heuristic Generation: Why Time Matters. ICAPS 2014 - [c33]Shen Song, Jim Warren
Profiling Cardiovascular Disease Event Risk through Clustering of Classification Association Rules. CBMS 2014: 294-299 - [c32]Shafiq Alam
Web bots detection using Particle Swarm Optimization based clustering. IEEE Congress on Evolutionary Computation 2014: 2955-2962 - [c31]Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle:
Learning High-order Generative Texture Models. IVCNZ 2014: 90 - 2013
- [c30]David C. Uthus, Patricia J. Riddle, Hans W. Guesgen:
Solving the Traveling Tournament Problem with Iterative-Deepening A. ICAPS 2013 - [c29]Santiago Franco
A New Efficient In Situ Sampling Model for Heuristic Selection in Optimal Search. Australasian Conference on Artificial Intelligence 2013: 178-189 - [c28]Ben Leon Meadows, Patricia J. Riddle, Cameron Skinner, Mike Barley:
Evaluating the Seeding Genetic Algorithm. Australasian Conference on Artificial Intelligence 2013: 221-227 - [c27]Damir Azhar, Patricia Riddle, Emilia Mendes, Nikolaos Mittas
Using Ensembles for Web Effort Estimation. ESEM 2013: 173-182 - [c26]Ralph Versteegen, Georgy L. Gimel'farb
Learning generic third-order MGRF texture models. IVCNZ 2013: 7-12 - [c25]Shafiq Alam
Analysis of Web Usage Data for Clustering Based Recommender System. PAAMS (Special Sessions) 2013: 171-179 - [c24]Shafiq Alam
Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization. SIS 2013: 147-154 - 2012
- [j4]David C. Uthus, Patricia J. Riddle, Hans W. Guesgen
Solving the traveling tournament problem with iterative-deepening A∗. J. Sched. 15(5): 601-614 (2012) - [c23]Shafiq Alam
Hierarchical PSO clustering based recommender system. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c22]Damir Azhar, Emilia Mendes, Patricia Riddle:
A systematic review of web resource estimation. PROMISE 2012: 49-58 - 2011
- [c21]Shafiq Alam
Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering. PAKDD Workshops 2011: 316-326 - [c20]Patricia J. Riddle, Robert C. Holte, Michael W. Barley:
Does Representation Matter in the Planning Competition? SARA 2011 - 2010
- [j3]Guocai Chen, Jim Warren
Semantic Space models for classification of consumer webpages on metadata attributes. J. Biomed. Informatics 43(5): 725-735 (2010) - [c19]Al Shorin, Georgy L. Gimel'farb
Constraint Optimisation for Robust Image Matching with Inhomogeneous Photometric Variations and Affine Noise. ACIVS (1) 2010: 476-487 - [c18]Shafiq Alam
A swarm intelligence based clustering approach for outlier detection. IEEE Congress on Evolutionary Computation 2010: 1-7 - [c17]Shafiq Alam
Particle Swarm Optimization Based Hierarchical Agglomerative Clustering. IAT 2010: 64-68
2000 – 2009
- 2009
- [c16]David C. Uthus, Patricia J. Riddle, Hans W. Guesgen
DFS* and the Traveling Tournament Problem. CPAIOR 2009: 279-293 - [c15]David C. Uthus, Patricia J. Riddle, Hans W. Guesgen
An ant colony optimization approach to the traveling tournament problem. GECCO 2009: 81-88 - [p1]Shafiq Alam
Exploiting Swarm Behaviour of Simple Agents for Clustering Web Users' Session Data. Data Mining and Multi-agent Integration 2009: 61-75 - 2008
- [c14]David C. Uthus, Patricia J. Riddle, Hans W. Guesgen
Ant Colony Optimization and the Single Round Robin Maximum Value Problem. ANTS Conference 2008: 243-250 - [c13]Shafiq Alam
Particle Swarm Optimization Based Clustering of Web Usage Data. Web Intelligence/IAT Workshops 2008: 451-454 - [c12]Jonathan Teutenberg, Catherine Inez Watson
Modelling and synthesising F0 contours with the discrete cosine transform. ICASSP 2008: 3973-3976 - [c11]Shafiq Alam
An Evolutionary Particle Swarm Optimization algorithm for data clustering. SIS 2008: 1-6 - 2007
- [c10]Cameron Skinner, Patricia J. Riddle:
Random search can outperform mutation. IEEE Congress on Evolutionary Computation 2007: 2584-2590 - 2006
- [c9]Remco R. Bouckaert, Michael Goebel, Patricia J. Riddle:
Generalized Unified Decomposition of Ensemble Loss. Australian Conference on Artificial Intelligence 2006: 1133-1139 - 2005
- [c8]Cameron Skinner, Patricia J. Riddle, Chris Triggs:
Mathematics prevents bloat [genetic programming]. Congress on Evolutionary Computation 2005: 390-395 - 2004
- [c7]Cameron Skinner, Patricia J. Riddle:
Expected Rates of Building Block Discovery, Retention and Combination Under 1-Point and Uniform Crossover. PPSN 2004: 121-130 - 2003
- [c6]Michael Sanders, Richard Lobb, Patricia Riddle:
Evolving controllers for virtual creature locomotion. GRAPHITE 2003: 255-256 - 2002
- [c5]Michael Goebel, Patricia J. Riddle, Mike Barley:
A Unified Decomposition of Ensemble Loss for Predicting Ensemble Performance. ICML 2002: 211-218 - 2001
- [j2]Philip G. K. Reiser, Patricia J. Riddle:
Scaling Up Inductive Logic Programming: An Evolutionary Wrapper Approach. Appl. Intell. 15(3): 181-197 (2001)
1990 – 1999
- 1999
- [c4]Philip G. K. Reiser, Patricia J. Riddle:
Evolution of logic programs: part-of-speech tagging. CEC 1999: 1338-1348 - 1998
- [c3]Philip G. K. Reiser, Patricia J. Riddle:
Evolving Logic Programs to Classify Chess-Endgame Positions. SEAL 1998: 138-145 - 1995
- [c2]Patricia J. Riddle, Roman Fresnedo, David Newman:
Framework for a Generic Knowledge Discovery Toolkit. AISTATS 1995: 343-352 - 1994
- [j1]Patricia J. Riddle, Richard B. Segal, Oren Etzioni:
Representation design and brut-force induction in a Boeing manufacturing domain. Appl. Artif. Intell. 8(1): 125-147 (1994)
1980 – 1989
- 1989
- [c1]Patricia J. Riddle:
Reformation from State Space to Reduction Space. ML 1989: 439-440
Coauthor Index
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last updated on 2024-10-15 21:34 CEST by the dblp team
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