Publications

Using DMoz for constructing ontology from data stream

Marko Grobelnik,

Janez Brank,

Comparing and combining two approaches to automated subject classification of text

Koraljka Golub,

Anders Ardö,

Dunja Mladenić,

Springer Berlin Heidelberg

2006

Stochastic search in inductive logic programming

Peek: A large dataset of learner engagement with educational videos

Variational self-attention model for sentence representation

Learnir: Wsdm 2018 workshop on learning from user interactions

Rishabh Mehrotra,

Ahmed Hassan Awadallah,

Emine Yilmaz,

2018

TREC 2017 Tasks Track Overview.

Task-Based User Modelling for Personalization via Probabilistic Matrix Factorization.

Tekirdağ ili Şarköy ilçesi bitkisel üretim durumunun kırsal turizme etkisi

Tuğba Kiper,

Aslı Korkut,

Emine YILMAZ,

Van Yuzuncu Yıl University

2011

Silencing Daxx increases the anti-tumor activity of a TRAIL/shRNA Bcl-xL-expressing oncolytic adenovirus through enhanced viral replication and cellular arrest

Sujin Kang,

Dongxu Kang,

SM Bakhtiar Ul Islam,

Joo-Hang Kim,

Pergamon

2015

Network topological determinants of pathogen spread

Nature Publishing Group UK

2022

Progress in self-certified neural networks

Maria Perez-Ortiz,

Omar Rivasplata,

Emilio Parrado-Hernandez,

John Shawe-Taylor,

2021

VLEngagement: A dataset of scientific video lectures for evaluating population-based engagement

SUM’20: State-based User Modelling

An efficient method to impose fairness in linear models

Multilabel structured output learning with random spanning trees of max-margin markov networks

Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II

The double-barrelled lasso

David R Hardoon,

John Shawe-Taylor,

2008

A kernel canonical correlation analysis for learning the semantics of text

Sparse feature extraction using generalised partial least squares

Learning hierarchies at two-class complexity

Stochastic connection neural networks

Bitstream neurons for graph colouring

Peter Burge,

John Shawe-Taylor,

1995

Videk: a mash-up for environmental intelligence

Capturing document semantics for ontology generation and document summarization

Springer Berlin Heidelberg

2009

Visualizing very large graphs using clustering neighborhoods

Dunja Mladenic,

Marko Grobelnik,

Springer Berlin Heidelberg

2005

Detecting and forecasting misinformation via temporal and geometric propagation patterns

Qiang Zhang,

Jonathan Cook,

Emine Yilmaz,

Springer International Publishing

2021

VLEngagement: A dataset of scientific video lectures for evaluating population-based engagement

SUM’20: State-based User Modelling

Women approaches for traditional food production organization in rural area.

Report on the second workshop on supporting complex search tasks

Tarım işletmelerinde kadınların yarattığı iş gücü değeri ve örgütlenme Yaklaşımları: Trakya Bölgesi örneği

Bayesian performance comparison of text classifiers

Analysis of the factors affecting consumer’s some traditional food products preferences by multidimensional scaling method

Yasemin Oraman,

Gökhan Unakıtan,

Emine Yılmaz,

Namık Kemal Üniversitesi, Ziraat Fakültesi

2011

Incorporating User Behavior Information in IR Evaluation.

The immune system as a biomonitor: explorations in innate and adaptive immunity

Semi-supervised feature learning from clinical text

Gaussian process bandits for tree search: Theory and application to planning in discounted MDPs

Louis Dorard,

John Shawe-Taylor,

2010

Sparse canonical correlation analysis

David R Hardoon,

John Shawe-Taylor,

2009

Properties of Kernels

JS Taylor,

N Cristianini,

Cambridge University Press

2004

The linear programming set covering machine

Lectures on statistical learning theory

Gábor Lugosi,

2000

Robust bounds on generalization from the margin distribution: Tech. Rep

John Shawe-Taylor,

N Cristianini,

NC2–TR–1998–029: Royal Holloway, University of London, 1998. http://citeseer. ist. psu. edu/shawe-taylor98robust. html

1998

A sufficient condition for polynomial distribution-dependent learnability

BRUTUS-a hybrid detection tool

Method of stress-relieving free-sintered polytetrafluoroethylene

John S Taylor,

1963

Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval

Political and economic patterns in COVID-19 news: From lockdown to vaccination

NewsMeSH: a new classifier designed to annotate health news with MeSH headings

Conceptualization of science using collaboration and competences

Mario Karlovcec,

Dunja Mladenic,

Marko Grobelnik,

Emerald Group Publishing Limited

2016

Interpreting news recommendation models

Network analysis system

Displaying email-related contextual information using Contextify

Gregor Leban,

Marko Grobelnik,

2010

Challenges of Semantic Knowledge Management.

Analytic information services for the European research area

Data quality issues in collaborative filtering

KDD-2004 workshop report link analysis and group detection (LinkKDD-2004)

Jafar Adibi,

Hans Chalupsky,

Marko Grobelnik,

Natasa Milic-Frayling,

ACM

2004

Centralized model evaluation for collaborative data mining

Assigning keywords to documents using machine learning

Dunja Mladenić,

Marko Grobelnik,

Fakultet organizacije i informatike Sveučilišta u Zagrebu

1999

Improving dialogue state tracking with turn-based loss function and sequential data augmentation

Publications

Using DMoz for constructing ontology from data stream

Comparing and combining two approaches to automated subject classification of text

Stochastic search in inductive logic programming

Peek: A large dataset of learner engagement with educational videos

Variational self-attention model for sentence representation

Learnir: Wsdm 2018 workshop on learning from user interactions

TREC 2017 Tasks Track Overview.

Task-Based User Modelling for Personalization via Probabilistic Matrix Factorization.

Tekirdağ ili Şarköy ilçesi bitkisel üretim durumunun kırsal turizme etkisi

Silencing Daxx increases the anti-tumor activity of a TRAIL/shRNA Bcl-xL-expressing oncolytic adenovirus through enhanced viral replication and cellular arrest

Network topological determinants of pathogen spread

Progress in self-certified neural networks

VLEngagement: A dataset of scientific video lectures for evaluating population-based engagement

SUM’20: State-based User Modelling

An efficient method to impose fairness in linear models

Multilabel structured output learning with random spanning trees of max-margin markov networks

Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II

The double-barrelled lasso

A kernel canonical correlation analysis for learning the semantics of text

Sparse feature extraction using generalised partial least squares

Learning hierarchies at two-class complexity

Stochastic connection neural networks

Bitstream neurons for graph colouring

Videk: a mash-up for environmental intelligence

Capturing document semantics for ontology generation and document summarization

Visualizing very large graphs using clustering neighborhoods

Detecting and forecasting misinformation via temporal and geometric propagation patterns

VLEngagement: A dataset of scientific video lectures for evaluating population-based engagement

SUM’20: State-based User Modelling

Women approaches for traditional food production organization in rural area.

Report on the second workshop on supporting complex search tasks

Tarım işletmelerinde kadınların yarattığı iş gücü değeri ve örgütlenme Yaklaşımları: Trakya Bölgesi örneği

Bayesian performance comparison of text classifiers

Analysis of the factors affecting consumer’s some traditional food products preferences by multidimensional scaling method

Incorporating User Behavior Information in IR Evaluation.

The immune system as a biomonitor: explorations in innate and adaptive immunity

Semi-supervised feature learning from clinical text

Gaussian process bandits for tree search: Theory and application to planning in discounted MDPs

Sparse canonical correlation analysis

Properties of Kernels

The linear programming set covering machine

Lectures on statistical learning theory

Robust bounds on generalization from the margin distribution: Tech. Rep

A sufficient condition for polynomial distribution-dependent learnability

BRUTUS-a hybrid detection tool

Method of stress-relieving free-sintered polytetrafluoroethylene

Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval

Political and economic patterns in COVID-19 news: From lockdown to vaccination

NewsMeSH: a new classifier designed to annotate health news with MeSH headings

Conceptualization of science using collaboration and competences

Interpreting news recommendation models

Network analysis system

Displaying email-related contextual information using Contextify

Challenges of Semantic Knowledge Management.

Analytic information services for the European research area

Data quality issues in collaborative filtering

KDD-2004 workshop report link analysis and group detection (LinkKDD-2004)

Centralized model evaluation for collaborative data mining

Assigning keywords to documents using machine learning

Improving dialogue state tracking with turn-based loss function and sequential data augmentation

OptimalAI