D. Mladenić

发表

Feature Selection for Unbalanced Class Distribution and Naive Bayes

Dunja Mladenic, Marko Grobelnik, D. Mladenic, 1999, ICML.

Actionable cognitive twins for decision making in manufacturing pdf

Dimitris Kiritsis, Maja Skrjanc, Dunja Mladenic, 2021, Int. J. Prod. Res..

Feature Reduction

H. Toivonen, P. Flach, D. Mladenic, 2010, Encyclopedia of Machine Learning.

Feature selection using linear classifier weights: interaction with classification models

Marko Grobelnik, Natasa Milic-Frayling, Janez Brank, 2004, SIGIR '04.

A framework for semantic enrichment of sensor data

Dunja Mladenic, Alexandra Moraru, Alexandra Moraru, 2012, Proceedings of the ITI 2012 34th International Conference on Information Technology Interfaces.

The influence of hubness on nearest-neighbor methods in object recognition

Dunja Mladenic, Sergiu Nedevschi, Raluca Brehar, 2011, 2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing.

Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination

D. Mladenic, M. Grobelnik, Abdul Sittar, 2022, IEEE Access.

An Inferential Commonsense-Driven Framework for Predicting Political Bias in News Headlines

M. Grobelnik, Swati Swati, D. Mladenić, 2023, IEEE Access.

Curious Cat--Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition

Dunja Mladenic, Marko Grobelnik, Michael J. Witbrock, 2017, ACM Trans. Inf. Syst..

Using Machine Learning for Web Page Classification in Search Engine Optimization

Dunja Mladenic, Goran Matosevic, Jasminka Dobsa, 2021, Future Internet.

Hubness-aware shared neighbor distances for high-dimensional $$k$$-nearest neighbor classification

Dunja Mladenic, Nenad Tomasev, Nenad Tomašev, 2014, Knowledge and Information Systems.

Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification

Dunja Mladenic, Nenad Tomasev, Nenad Tomašev, 2012, HAIS.

The Role of Hubness in Clustering High-Dimensional Data

Dunja Mladenic, Mirjana Ivanovic, Milos Radovanovic, 2011, IEEE Transactions on Knowledge and Data Engineering.

Visual analysis of documents with semantic graphs

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2009, VAKD '09.

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

João Pita Costa, D. Mladenic, I. Novalija, 2021, Artif. Intell. Medicine.

Feature Selection in Text Mining

Dunja Mladenic, D. Mladenic, D. Mladenić, 2010, Encyclopedia of Machine Learning and Data Mining.

True Positive

William T. B. Uther, John S. Risch, R. Miikkulainen, 2010, Encyclopedia of Machine Learning.

Feature Selection for Dimensionality Reduction

Dunja Mladenic, D. Mladenic, D. Mladenić, 2005, SLSFS.

Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Proceedings Part I

Marko Grobelnik, John Shawe-Taylor, Wray L. Buntine, 2009 .

Entity Resolution in Texts Using Statistical Learning and Ontologies

Dunja Mladenic, Tadej Stajner, Tadej Štajner, 2009, ASWC.

Visualization of News Articles

Dunja Mladenic, Marko Grobelnik, D. Mladenic, 2004, Informatica.

EXPLOITING TEXT MINING IN PUBLISHING AND EDUCATION

D. Mladenic, M. Grobelnik, Mitja Jermol, 2002 .

Interdisciplinarity of scientific fields and its evolution based on graph of project collaboration and co-authoring

Dunja Mladenic, Mario Karlovcec, Mario Karlovčec, 2014, Scientometrics.

StreamStory: Exploring Multivariate Time Series on Multiple Scales

Dunja Mladenic, Marko Grobelnik, Primoz Skraba, 2019, IEEE Transactions on Visualization and Computer Graphics.

Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection

Dunja Mladenic, Gregor Leban, Nenad Tomasev, 2013, Proceedings of the ITI 2013 35th International Conference on Information Technology Interfaces.

Spatio-temporal clustering methods

D. Mladenic, Matej Senozetnik, Luka Bradesko, 2016 .

Class imbalance and the curse of minority hubs

Dunja Mladenic, Nenad Tomasev, Nenad Tomašev, 2013, Knowl. Based Syst..

Semantic Technology for Capturing Communication Inside an Organization

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2009, IEEE Internet Computing.

Automated knowledge discovery in advanced knowledge management

Dunja Mladenic, Marko Grobelnik, D. Mladenic, 2005, J. Knowl. Manag..

Using DMoz for constructing ontology from data stream

B. Fortuna, M. Grobelnik, J. Brank, 2006, 28th International Conference on Information Technology Interfaces, 2006..

Data Sparsity Issues in the Collaborative Filtering Framework

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2005, WEBKDD.

Text Mining

Dunja Mladenic, D. Mladenic, D. Mladenić, 2010, Encyclopedia of Machine Learning and Data Mining.

Visualization of Text Document Corpus

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2005, Informatica.

A Rule based Approach to Word Lemmatization

Dunja Mladenic, Nada Lavrač, Joël Plisson, 2004 .

Ontology Generation from Social Networks

Dunja Mladenic, Marko Grobelnik, Blaž Fortuna, 2009, Semantic Knowledge Management.

Analysis of a Database of Research Projects Using Text Mining and Link Analysis

Dunja Mladenic, Marko Grobelnik, M. Grobelnik, 2003 .

Data Analysis of Patients with Severe Head Injury

N. Lavrac, I. Pilih, D. Mladenic, 1997 .

User profiling for the web

Dunja Mladenic, Marko Grobelnik, Miha Grcar, 2006, Comput. Sci. Inf. Syst..

Streaming Data Fusion for the Internet of Things

Klemen Kenda, Dunja Mladenic, Erik Novak, 2019, Sensors.

Simple classification into large topic ontology of web documents

Dunja Mladenic, Marko Grobelnik, M. Grobelnik, 2005, 27th International Conference on Information Technology Interfaces, 2005..

Text Mining-Machine Learning on Documents

Dunja Mladenic, D. Mladenić, 2005 .

Demo: Enriching Text with RDF/OWL Encoded Senses

Dunja Mladenic, Blaz Fortuna, Lorand Dali, 2010, SEMWEB.

Mapping Documents onto Web Page Ontology

Dunja Mladenic, Marko Grobelnik, M. Grobelnik, 2003, EWMF.

Mashups for the Web of Things

Klemen Kenda, Dunja Mladenic, Marko Grobelnik, 2013 .

Estimating point-of-interest rating based on visitors geospatial behaviour

Dunja Mladenic, Luka Bradesko, Primoz Skraba, 2019, Comput. Sci. Inf. Syst..

Characterizing financial markets from the event driven perspective

Dunja Mladenic, Miha Torkar, D. Mladenic, 2021, Appl. Netw. Sci..

Joint learning of ontology and semantic parser from text

Dunja Mladenic, Janez Starc, Janez Starc, 2016, Intell. Data Anal..

Data mining and decision support : integration and collaboration

Dunja Mladenic, D. Mladenić, 2003 .

Feature Selection Using Support Vector Machines

Marko Grobelnik, Natasa Milic-Frayling, Janez Brank, 2002 .

A system for publishing sensor data on the Semantic Web

Dunja Mladenic, Carolina Fortuna, Alexandra Moraru, 2011, Proceedings of the ITI 2011, 33rd International Conference on Information Technology Interfaces.

Learning semantic representations of words and their compositionality

Dunja Mladenic, D. Mladenic, D. Mladenić, 2014 .

Personal webwatcher: design and implementation

D. Mladenić, 1996 .

Feature selection on hierarchy of web documents

Dunja Mladenic, Marko Grobelnik, D. Mladenic, 2003, Decis. Support Syst..

Machine Learning on non-homogeneous, distributed text data

Dunja Mladenic, D. Mladenic, D. Mladenić, 1998 .

Predicting complex user behavior from CDR based social networks

Dunja Mladenic, Boleslaw K. Szymanski, Gyorgy Korniss, 2019, Inf. Sci..

20th European Conference on Machine Learning: ECML 2007

Stan Matwin, Andrzej Skowron, Dunja Mladenic, 2007 .

Cross-lingual document similarity estimation and dictionary generation with comparable corpora

Tadej Štajner, D. Mladenić, 2019, Knowledge and Information Systems.

D1.4.1b Kernel Canonical Correlation Analysis

M. Grobelnik, B. Fortuna, D. Mladenić, 2005 .

Learning word normalization using word suffix and context from unlabeled data

Dunja Mladenic, D. Mladenic, D. Mladenić, 2002, ICML.

Data Quality and Sparsity Issues in Collaborative Filtering on Web Logs

Dunja Mladenic, Marko Grobelnik, Miha Grcǎr, 2018 .

Wikis, Blogs, Bookmarking Tools Mining the Web 2.0

Ed H. Chi, S. Akaho, N. Glance, 2008 .

kNN Versus SVM in the Collaborative Filtering Framework

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2006, Data Science and Classification.

Data quality issues in collaborative filtering

Marko Grobelnik, Miha Grčar, Dunja Mladenič, 2005 .

Applying Collaborative Filtering to Real-life Corporate Data

Dunja Mladenic, Marko Grobelnik, Miha Grcar, 2005, GfKl.

Mining the web to create minority language corpora

Rayid Ghani, Dunja Mladenic, Rosie Jones, 2001, CIKM '01.

Text-learning and related intelligent agents: a survey

Dunja Mladenic, D. Mladenic, D. Mladenić, 1999, IEEE Intell. Syst..

User Modeling Combining Access Logs, Page Content and Semantics pdf

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2011, ArXiv.

Predicting Category Additions in a Topic Hierarchy

Dunja Mladenic, Marko Grobelnik, Janez Brank, 2008, ASWC.

Stemming and Lemmatisation : Improving Knowledge Management through Language Processing Techniques

Pompeu Casanovas, Aleks Jakulin, J.-J. Valbé, 2007 .

Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand pdf

Dunja Mladenic, Jože M. Rožanec, Joze M. Rozanec, 2021, Sustainability.

Feature Selection for the Classification of Large Document Collections

Dunja Mladenic, Marko Grobelnik, Natasa Milic-Frayling, 2008, J. Univers. Comput. Sci..

Internet Support to Collaboration

Dunja Mladenic, Alípio Mário Jorge, Peter A. Flach, 2003 .

Proceedings of the 3rd international workshop on Link discovery

Dunja Mladenic, Marko Grobelnik, Patrick Pantel, 2005, KDD 2005.

Correcting the hub occurrence prediction bias in many dimensions

Dunja Mladenic, Krisztian Buza, Nenad Tomasev, 2016, Comput. Sci. Inf. Syst..

Text stream processing

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2012, WIMS '12.

Using Text Mining and Link Analysis for Software Mining

Dunja Mladenic, Marko Grobelnik, Miha Grcar, 2007, MCD.

Automatically Annotating Text with Linked Open Data

Dunja Mladenic, Blaz Fortuna, Delia Rusu, 2011, LDOW.

Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification

Dunja Mladenic, Mirjana Ivanovic, Milos Radovanovic, 2011, International Journal of Machine Learning and Cybernetics.

Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases

Stan Matwin, Dunja Mladenic, Joost N. Kok, 2007 .

From Web to Social Web: Discovering and Deploying User and Content Profiles, Workshop on Web Mining, WebMine 2006, Berlin, Germany, September 18, 2006. Revised Selected and Invited Papers

Dunja Mladenic, Andreas Hotho, Giovanni Semeraro, 2007, WebMine.

Background knowledge for ontology construction

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2006, WWW '06.

Combinatorial Optimization in Inductive Concept Learning

Dunja Mladenic, D. Mladenic, D. Mladenić, 1993, ICML.

Classification of news spreading barriers

M. Grobelnik, Abdul Sittar, D. Mladenić, 2023, ArXiv.

A Service Oriented Framework for Natural Language Text Enrichment

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2010, Informatica.

Overcoming Information Overload in the Enterprise: The Active Approach

Dunja Mladenic, Marko Grobelnik, Elena Paslaru Bontas Simperl, 2010, IEEE Internet Computing.

OntoGen: Semi-automatic Ontology Editor

Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, 2007, HCI.

Genre Document Classification Using Flexible Length Phrases

Dunja Mladenic, Jasminka Dobša, Danijel Radošević, 2006 .

Predicting Users’ Mobility Using Monte Carlo Simulations

Jan Rupnik, Blaž Kažič, Primož Škraba, 2017, IEEE Access.

Feature Subset Selection

H. Toivonen, P. Flach, G. C. Garriga, 2017, Encyclopedia of Machine Learning and Data Mining.