Fedja Hadzic

According to our database, Fedja Hadzic authored at least 41 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Lateral AI: Simulating Diversity in Virtual Communities.

Fedja Hadzic, Maya Krayneva

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2015

Irrelevant Feature and Rule Removal for Structural Associative Classification Using Structure-Preserving Flat Representation.

Izwan Nizal Mohd Shaharanee, Fedja Hadzic

Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

Evaluation of an associative classifier based on position-constrained frequent/closed subtree mining.

Dang Bach Bui, Fedja Hadzic, Andrea Tagarelli, Michael Hecker

J. Intell. Inf. Syst., 2015

Ordered subtree mining via transactional mapping using a structure-preserving tree database schema.

Fedja Hadzic, Michael Hecker, Andrea Tagarelli

Inf. Sci., 2015

2014

Evaluation and optimization of frequent, closed and maximal association rule based classification.

Izwan Nizal Mohd Shaharanee, Fedja Hadzic

Stat. Comput., 2014

2013

Evaluation of Position-Constrained Association-Rule-Based Classification for Tree-Structured Data.

Dang Bach Bui, Fedja Hadzic, Michael Hecker

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Health Service Discovery and Composition in Ambient Assisted Living: the Australian Type 2 Diabetes Case Study.

Davor Meersman, Fedja Hadzic, Jeff Hughes, Iván S. Razo-Zapata, Pieter De Leenheer

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012

Mining Induced/Embedded Subtrees using the Level of Embedding Constraint.

Henry Tan, Fedja Hadzic, Tharam S. Dillon

Fundam. Informaticae, 2012

A Framework for Application of Tree-Structured Data Mining to Process Log Analysis.

Dang Bach Bui, Fedja Hadzic, Vidyasagar M. Potdar

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

An Assessment on Loan Performance from Combined Quantitative and Qualitative Data in XML.

Novita Ikasari, Fedja Hadzic

Proceedings of the Discovery Science - 15th International Conference, 2012

Application of Tree-structured Data Mining for Analysis of Process Logs in XML format.

Dang Bach Bui, Fedja Hadzic, Michael Hecker

Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

Patient and Business Rules Extraction and Formalisation Using SVN and SBVR for Automated Healthcare.

Fedja Hadzic, Pieter De Leenheer, Davor Meersman

Proceedings of the Australasian Conference on Information Systems, 2012

2011

Interestingness measures for association rules based on statistical validity.

Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon

Knowl. Based Syst., 2011

Alternative Approach to Tree-Structured Web Log Representation and Mining.

Fedja Hadzic, Michael Hecker

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

A Structure Preserving Flat Data Format Representation for Tree-Structured Data.

Fedja Hadzic

Proceedings of the New Frontiers in Applied Data Mining, 2011

XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure.

Fedja Hadzic, Michael Hecker, Andrea Tagarelli

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010

Mining of Data with Complex Structures

Fedja Hadzic, Henry Tan, Tharam S. Dillon

Studies in Computational Intelligence 333, Springer, ISBN: 978-3-642-17556-5, 2010

Model guided algorithm for mining unordered embedded subtrees.

Fedja Hadzic, Henry Tan, Tharam S. Dillon

Web Intell. Agent Syst., 2010

Mining of patient data: towards better treatment strategies for depression.

Maja Hadzic, Fedja Hadzic, Tharam S. Dillon

Int. J. Funct. Informatics Pers. Medicine, 2010

A Statistical Interestingness Measures for XML Based Association Rules.

Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Discovering Concept Mappings by Similarity Propagation among Substructures.

Qi H. Pan, Fedja Hadzic, Tharam S. Dillon

Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

2009

Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression.

Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon

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

2008

Tree model guided candidate generation for mining frequent subtrees from XML documents.

Henry Tan, Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang, Ling Feng

ACM Trans. Knowl. Discov. Data, 2008

State of the art of data mining of tree structured information.

Henry Tan, Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang

Comput. Syst. Sci. Eng., 2008

U3 - Mning Unordered Embedded Subtrees Using TMG Candidate Generation.

Fedja Hadzic, Henry Tan, Tharam S. Dillon

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

Conjoint Data Mining of Structured and Semi-structured Data.

Qi H. Pan, Fedja Hadzic, Tharam S. Dillon

Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Using Competitive Learning between Symbolic Rules as a Knowledge Learning Method.

Fedja Hadzic, Tharam S. Dillon

Proceedings of the Artificial Intelligence in Theory and Practice II, 2008

Tree Mining in Mental Health Domain.

Maja Hadzic, Fedja Hadzic, Tharam S. Dillon

Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Knowledge Analysis with Tree Patterns.

Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang

Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Mining Unordered Distance-Constrained Embedded Subtrees.

Fedja Hadzic, Henry Tan, Tharam S. Dillon

Proceedings of the Discovery Science, 11th International Conference, 2008

Thinking PubMed: an Innovative System for Mental Health Domain.

Maja Hadzic, Russel D'Souza, Fedja Hadzic, Tharam S. Dillon

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Mining of Health Information from Ontologies.

Maja Hadzic, Fedja Hadzic, Tharam S. Dillon

Proceedings of the First International Conference on Health Informatics, 2008

Human-Like Rule Optimization for Continuous Domains.

Fedja Hadzic, Tharam S. Dillon

Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Rule Optimizing Technique Motivated by Human Concept Formation.

Fedja Hadzic, Tharam S. Dillon

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

Application of Tree Mining to Matching of Knowledge Structures of Decision Tree Type.

Fedja Hadzic, Tharam S. Dillon

Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

CSOM for Mixed Data Types.

Fedja Hadzic, Tharam S. Dillon

Proceedings of the Advances in Neural Networks, 2007

Tree Mining Application to Matching of Heterogeneous Knowledge Representations.

Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang

Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

UNI3 - efficient algorithm for mining unordered induced subtrees using TMG candidate generation.

Fedja Hadzic, Henry Tan, Tharam S. Dillon

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

IMB3-Miner: Mining Induced/Embedded Subtrees by Constraining the Level of Embedding.

Henry Tan, Tharam S. Dillon, Fedja Hadzic, Elizabeth Chang, Ling Feng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Razor: mining distance-constrained embedded subtrees.

Henry Tan, Tharam S. Dillon, Fedja Hadzic, Elizabeth Chang

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining Substructures in Protein Data.

Fedja Hadzic, Tharam S. Dillon, Amandeep S. Sidhu, Elizabeth Chang, Henry Tan

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006