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Patricia J. Riddle
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- affiliation: University of Auckland, NZ
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2020 – today
- 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 - 2023
- [j16]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. J. Cheminformatics 15(1): 53 (2023) - [j15]Xiaobin Ren
, Kaiqi Zhao
, Patricia J. Riddle
, Katerina Taskova
, Qingyi Pan
, Lianyan Li
:
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
, 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): 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
, 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): 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
, Patricia Riddle:
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
, Martin Urschler
, Patricia J. Riddle, Jörg S. Wicker
:
Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes. IROS 2022: 4352-4358 - [c56]Katharina Dost
, Hamish Duncanson, Ioannis Ziogas, Patricia Riddle, Jörg Wicker
:
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
, 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): 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
, Gustavo Olivares, Guy Coulson:
Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification. DSAA 2021: 1-2 - [c54]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: 1056-1067 - [c53]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. 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
, Yun Sing Koh
, Patricia Riddle:
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
, Katerina Taskova, Patricia Riddle, Jörg Wicker
:
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
, Patricia Riddle, Bernhard Pfahringer:
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
, Yun Sing Koh
, Patricia Riddle:
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
, Patricia Riddle, Gustavo Olivares:
Predicting Air Quality from Low-Cost Sensor Measurements. AusDM 2018: 94-106 - [c43]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: 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
, Yun Sing Koh
, Patricia Riddle:
AccGenSVM: Selectively Transferring from Previous Hypotheses. IJCAI 2017: 1440-1446 - [c40]Alex Yuxuan Peng
, Yun Sing Koh
, Patricia Riddle:
mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse Datasets. PAKDD (2) 2017: 196-207 - 2016
- [j7]Ralph Versteegen, Georgy L. Gimel'farb
, Patricia Riddle:
Texture modelling with nested high-order Markov-Gibbs random fields. Comput. Vis. Image Underst. 143: 120-134 (2016) - [c39]Kylie Chen, Yun Sing Koh
, Patricia Riddle:
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
, Patricia Riddle:
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
, 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: 1-13 (2014) - [j5]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): 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
, Patricia Riddle:
Profiling Cardiovascular Disease Event Risk through Clustering of Classification Association Rules. CBMS 2014: 294-299 - [c32]Shafiq Alam
, Gillian Dobbie, Yun Sing Koh
, Patricia Riddle:
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
, Michael W. Barley, Patricia J. Riddle:
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
, Lefteris Angelis:
Using Ensembles for Web Effort Estimation. ESEM 2013: 173-182 - [c26]Ralph Versteegen, Georgy L. Gimel'farb
, Patricia Riddle:
Learning generic third-order MGRF texture models. IVCNZ 2013: 7-12 - [c25]Shafiq Alam
, Gillian Dobbie, Patricia Riddle, Yun Sing Koh
:
Analysis of Web Usage Data for Clustering Based Recommender System. PAAMS (Special Sessions) 2013: 171-179 - [c24]Shafiq Alam
, Gillian Dobbie, Yun Sing Koh
, Patricia Riddle:
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
, Gillian Dobbie, Patricia Riddle, Yun Sing Koh
:
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
, Gillian Dobbie, Patricia Riddle:
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
, Patricia Riddle:
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
, Patrice Delmas, Patricia Riddle:
Constraint Optimisation for Robust Image Matching with Inhomogeneous Photometric Variations and Affine Noise. ACIVS (1) 2010: 476-487 - [c18]Shafiq Alam
, Gillian Dobbie, Patricia Riddle, M. Asif Naeem:
A swarm intelligence based clustering approach for outlier detection. IEEE Congress on Evolutionary Computation 2010: 1-7 - [c17]Shafiq Alam
, Gillian Dobbie, Patricia Riddle, M. Asif Naeem:
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
, Gillian Dobbie, Patricia Riddle:
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
, Gillian Dobbie, Patricia Riddle:
Particle Swarm Optimization Based Clustering of Web Usage Data. Web Intelligence/IAT Workshops 2008: 451-454 - [c12]Jonathan Teutenberg, Catherine Inez Watson
, Patricia Riddle:
Modelling and synthesising F0 contours with the discrete cosine transform. ICASSP 2008: 3973-3976 - [c11]Shafiq Alam
, Gillian Dobbie, Patricia Riddle:
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 2024-08-02 19:10 CEST by the dblp team
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