Publications

Using KCCA for Japanese–English cross-language information retrieval and document classification

John Shawe-Taylor,

Kluwer Academic Publishers

A methodological approach to tracing cell lineage in human epithelial tissues

Tariq G Fellous,

Stuart AC McDonald,

Shahriar Islam,

Shahriar Islam,

Oxford University Press

Local online kernel ridge regression for forecasting of urban travel times

John Shawe-Taylor,

Simulating simple user behavior for system effectiveness evaluation

Ben Carterette,

Evangelos Kanoulas,

Generating binary sequences for stochastic computing

John Shawe-Taylor,

kNN versus SVM in the collaborative filtering framework

Dunja Mladenič,

Springer Berlin Heidelberg

An Introduction to SVMs and other kernel-based learning methods

Nello Cristianini,

John Shawe-Taylor,

Cambridge University Press

Neural prediction of higher-order auditory sequence statistics

Sukhbinder Kumar,

John Shawe-Taylor,

John Shawe-Taylor,

SCoRS—A method based on stability for feature selection and mapping in neuroimaging

Jane M Rondina,

Leticia de Oliveira,

Thomas Dresler,

Thomas Dresler,

Document selection methodologies for efficient and effective learning-to-rank

Evangelos Kanoulas,

Can eyes reveal interest? Implicit queries from gaze patterns

David R Hardoon,

John Shawe-Taylor,

John Shawe-Taylor,

Springer Netherlands

The SVM with uneven margins and Chinese document categorization

John Shawe-Taylor,

A column generation algorithm for boosting

Kristin P Bennett,

John Shawe-Taylor,

Bounding sample size with the Vapnik-Chervonenkis dimension

John Shawe-Taylor,

Martin Anthony,

Tighter risk certificates for neural networks

María Pérez-Ortiz,

Omar Rivasplata,

John Shawe-Taylor,

KCCA for different level precision in content-based image retrieval

David R Hardoon,

John Shawe-Taylor,

Covering numbers for support vector machines

Peter L Bartlett,

John Shawe-Taylor,

Annotating documents with relevant wikipedia concepts

Marko Grobelnik,

User profiling for interest-focused browsing history

Dunja Mladenič,

Marko Grobelnik,

Convergence analysis of kernel canonical correlation analysis: theory and practice

David R Hardoon,

John Shawe-Taylor,

Automated knowledge discovery in advanced knowledge management

Marko Grobelnik,

Dunja Mladenić,

Emerald Group Publishing Limited

Crowdsourcing for information retrieval

The maximum entropy method for analyzing retrieval measures

Virgiliu Pavlu,

Semantic knowledge management: Integrating ontology management, knowledge discovery, and human language technologies

Marko Grobelnik,

Dunja Mladenić,

A correlation approach for automatic image annotation

David R Hardoon,

Craig Saunders,

Sandor Szedmak,

Springer Berlin Heidelberg

On exact specification by examples

Martin Anthony,

Graham Brightwell,

Advanced learning algorithms for cross-language patent retrieval and classification

John Shawe-Taylor,

Kernel Methods for Document Filtering.

Nicola Cancedda,

Jean-Michel Renders,

Generalisation error bounds for sparse linear classifiers.

John Shawe-Taylor,

Fraud detection and management in mobile telecommunications networks

John Shawe-Taylor,

Fast string matching using an n‐gram algorithm

John Shawe‐Taylor,

John Wiley & Sons, Ltd.

Gıda ürünlerine ilişkin tüketici davranışı dinamiklerinin belirlenmesi:” Trakya örneği”

Yasemin Oraman,

İsmail Hakkı İnan,

Namık Kemal Üniversitesi, Ziraat Fakültesi

PAC-Bayesian compression bounds on the prediction error of learning algorithms for classification

John Shawe-Taylor,

Kluwer Academic Publishers

Using string kernels to identify famous performers from their playing style

Craig Saunders,

David R Hardoon,

John Shawe-Taylor,

Springer Berlin Heidelberg

Eyetracking metrics in young onset Alzheimer’s disease: a window into cognitive visual functions

Ivanna M Pavisic,

Nicholas C Firth,

Samuel Parsons,

Timothy J Shakespeare,

Timothy J Shakespeare,

Frontiers Media SA

Feature selection using a one dimensional naïve Bayes’ classifier increases the accuracy of support vector machine classification of CDR3 repertoires

Mattia Cinelli,

Mattia Cinelli,

James M Heather,

Oxford University Press

Efficient sparse kernel feature extraction based on partial least squares

Charanpal Dhanjal,

John Shawe-Taylor,

Device for generating binary sequences for stochastic computing

Max Van Daalen,

John Shawe-Taylor,

News across languages-cross-lingual document similarity and event tracking

Efficient Computation of Gapped Substring Kernels on Large Alphabets.

John Shawe-Taylor,

Tommi Jaakkola,

Impact of linguistic analysis on the semantic graph coverage and learning of document extracts

Natasa Milic-Frayling,

Marko Grobelnik,

Gravitational lensing accuracy testing 2010 (GREAT10) challenge handbook

Thomas Kitching,

Catherine Heymans,

Catherine Heymans,

Institute of Mathematical Statistics

Distance-regularised graphs are distance-regular or distance-biregular

Chris D Godsil,

John Shawe-Taylor,

Semantic graphs derived from triplets pplicwith aation in document summarization

Marko Grobelnik,

Training text classifiers with SVM on very few positive examples

Marko Grobelnik,

Nataša Milic-Frayling,

Technical Report MSR-TR-2003-34, Microsoft Corp

Inductive learning applied to program construction and verification

Marko Grobelnik,

Practical Bayesian support vector regression for financial time series prediction and market condition change detection

John Shawe-Taylor,

PAC-Bayes analysis of multi-view learning

John Shawe-Taylor,

Key influencing factors of the Kubernetes auto-scaler for computing-intensive microservice-native cloud-based applications

Salman Taherizadeh,

Marko Grobelnik,

Ranking-based method for news stance detection

Shangsong Liang,

PAC-Bayes analysis beyond the usual bounds

Omar Rivasplata,

Ilja Kuzborskij,

Csaba Szepesvári,

Edge-colorability of graph bundles

Tomazˇ Pisanski,

John Shawe-Taylor,

ORCAS: 20 million clicked query-document pairs for analyzing search

Bodo Billerbeck,

Bodo Billerbeck,

Do organizational politics and organizational commitment affect budgetary slack creation in public organizations?

Mehmet Günlük,

Crowdsourcing for search evaluation

Vitor R Carvalho,

A geometric interpretation of r-precision and its correlation with average precision

Virgiliu Pavlu,

Learning the semantics of multimedia content with application to web image retrieval and classification

Alexei Vinokourov,

David R Hardoon,

John Shawe-Taylor,

Large margin trees for induction and transduction

Kristin P Bennett,

Nello Cristianini,

Curran Associates

John Shawe-Taylor,

Constructing nonlinear discriminants from multiple data views

David Roi Hardoon,

John Shawe-Taylor,

Springer Berlin Heidelberg