Laurence Anthony F. Park

Mesut Kocyigit

Proceedings of the 15th International Conference on Computer Supported Education, 2023

Few-Shot and Transfer Learning with Manifold Distributed Datasets.

[BibT_eX]

[DOI]

Sayed Waleed Qayyumi

Oliver Obst

Proceedings of the Data Science and Machine Learning, 2023

2022

Estimating Multi-label Accuracy using Labelset Distributions.

[BibT_eX]

[DOI]

Jesse Read

CoRR, 2022

Estimating galaxy redshift in radio-selected datasets using machine learning.

[BibT_eX]

[DOI]

K. J. Luken

Ray P. Norris

X. Rosalind Wang

Miroslav D. Filipovic

Astron. Comput., 2022

Modelling Zeros in Blockmodelling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Measuring Content Preservation in Textual Style Transfer.

[BibT_eX]

[DOI]

Stuart Fitzpatrick

Oliver Obst

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

Active Learning for kNN Using Instance Impact.

[BibT_eX]

[DOI]

Sayed Waleed Qayyumi

Oliver Obst

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2020

Accelerated Bayesian Optimisation through Weight-Prior Tuning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Radio Galaxy Zoo: Unsupervised Clustering of Convolutionally Auto-encoded Radio-astronomical Images.

[BibT_eX]

[DOI]

CoRR, 2019

Assessing the Multi-labelness of Multi-label Data.

[BibT_eX]

[DOI]

Yi Guo

Jesse Read

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Kernel Pre-Training in Feature Space via m-Kernels.

[BibT_eX]

[DOI]

CoRR, 2018

A Blended Metric for Multi-label Optimisation and Evaluation.

[BibT_eX]

[DOI]

Jesse Read

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Semi-supervised Blockmodelling with Pairwise Guidance.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Left Ventricle Volume Measuring using Echocardiography Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017

An Investigation into the Use of Document Scores for Optimisation over Rank-Biased Precision.

[BibT_eX]

[DOI]

Sunil Randeni

Kenan M. Matawie

Proceedings of the Information Retrieval Technology, 2017

2016

Visual Assessment of Clustering Tendency for Incomplete Data.

[BibT_eX]

[DOI]

James Bailey

IEEE Trans. Knowl. Data Eng., 2016

The Effect on Accuracy of Tweet Sample Size for Hashtag Segmentation Dictionary Construction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Uncertainty in Rank-Biased Precision.

[BibT_eX]

[DOI]

Proceedings of the 21st Australasian Document Computing Symposium, 2016

2015

Using Entropy as a Measure of Acceptance for Multi-label Classification.

[BibT_eX]

[DOI]

Simeon Simoff

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

The effect of assessor coverage and assessor accuracy on rank aggregation precision.

[BibT_eX]

[DOI]

Proceedings of the 20th Australasian Document Computing Symposium, 2015

2014

Second order probabilistic models for within-document novelty detection in academic articles.

[BibT_eX]

[DOI]

Simeon Simoff

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Inducing Controlled Error over Variable Length Ranked Lists.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

By the power of Grayskull: Small sample statistical power in Information Retrieval evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2014 Australasian Document Computing Symposium, 2014

2013

An Automated Method for Retinal Arteriovenous Nicking Quantification From Color Fundus Images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

An effective retinal blood vessel segmentation method using multi-scale line detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Automatic detection of retinal vascular landmark features for colour fundus image matching and patient longitudinal study.

[BibT_eX]

[DOI]

Ryo Kawasaki

Tien Yin Wong

Proceedings of the IEEE International Conference on Image Processing, 2013

Automated quantification of retinal arteriovenous nicking from colour fundus images.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Power walk: revisiting the random surfer.

[BibT_eX]

[DOI]

Simeon Simoff

Proceedings of the Australasian Document Computing Symposium, 2013

2012

Approximate Document Outlier Detection Using Random Spectral Projection.

[BibT_eX]

[DOI]

Mazin Aouf

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

Multiresolution Web Link Analysis Using Generalized Link Relations.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Clustering ellipses for anomaly detection.

[BibT_eX]

[DOI]

Masud Moshtaghi

Timothy C. Havens

Sutharshan Rajasegarar

James M. Keller

Pattern Recognit., 2011

Fast Approximate Text Document Clustering Using Compressive Sampling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

An Effective Supervised Framework for Retinal Blood Vessel Segmentation Using Local Standardisation and Bagging.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

2010

Click-based evidence for decaying weight distributions in search effectiveness metrics.

[BibT_eX]

[DOI]

Yuye Zhang

Alistair Moffat

Inf. Retr., 2010

Clustering elliptical anomalies in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Efficient storage and retrieval of probabilistic latent semantic information for information retrieval.

[BibT_eX]

[DOI]

VLDB J., 2009

An analysis of latent semantic term self-correlation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2009

Against recall: is it persistence, cardinality, density, coverage, or totality?

[BibT_eX]

[DOI]

Justin Zobel

Alistair Moffat

SIGIR Forum, 2009

Web Access Latency Reduction Using CRF-Based Predictive Caching.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Mining, International Conference, 2009

Score adjustment for correction of pooling bias.

[BibT_eX]

[DOI]

William Webber

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

System scoring using partial prior information.

[BibT_eX]

[DOI]

Sri Devi Ravana

Alistair Moffat

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

The Sensitivity of Latent Dirichlet Allocation for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Visualization of clusters in very large rectangular dissimilarity data.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Autonomous Robots and Agents, 2009

Kernel latent semantic analysis using an information retrieval based kernel.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis.

[BibT_eX]

[DOI]

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

A Novel Path-Based Clustering Algorithm Using Multi-dimensional Scaling.

[BibT_eX]

[DOI]

Liang Wang

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

Error Correcting Output Coding-Based Conditional Random Fields for Web Page Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

The Effect of Weighted Term Frequencies on Probabilistic Latent Semantic Term Relationships.

[BibT_eX]

[DOI]

Proceedings of the String Processing and Information Retrieval, 2008

Query Expansion for the Language Modelling Framework Using the Naïve Bayes Assumption.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Web Page Prediction Based on Conditional Random Fields.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 2008

2007

Personalized PageRank for Web Page Prediction Based on Access Time-Length and Frequency.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Query Expansion Using a Collection Dependent Probabilistic Latent Semantic Thesaurus.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Mining web multi-resolution community-based popularity for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2005

A novel document retrieval method using the discrete wavelet transform.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2005

A Novel Document Ranking Method Using the Discrete Cosine Transform.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Broadening Vector Space Schemes for Improving the Quality of Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004

Fourier Domain Scoring: A Novel Document Ranking Method.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Hybrid Pre-Query Term Expansion using Latent Semantic Analysis.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Spectral-Based Document Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computer Science, 2004

2002

A Novel Web Text Mining Method Using the Discrete Cosine Transform.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

A new implementation technique for fast Spectral based document retrieval systems.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001

Internet Document Filtering Using Fourier Domain Scoring.

[BibT_eX]

[DOI]