Fedja Hadzic

According to our database1, Fedja Hadzic authored at least 39 papers between 2006 and 2015.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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On csauthors.net:

Bibliography

2015
Irrelevant Feature and Rule Removal for Structural Associative Classification Using Structure-Preserving Flat Representation.
Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

Evaluation of an associative classifier based on position-constrained frequent/closed subtree mining.
J. Intell. Inf. Syst., 2015

Ordered subtree mining via transactional mapping using a structure-preserving tree database schema.
Inf. Sci., 2015

2014
Evaluation and optimization of frequent, closed and maximal association rule based classification.
Statistics and Computing, 2014

2013
Evaluation of Position-Constrained Association-Rule-Based Classification for Tree-Structured Data.
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.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012
Mining Induced/Embedded Subtrees using the Level of Embedding Constraint.
Fundam. Inform., 2012

A Framework for Application of Tree-Structured Data Mining to Process Log Analysis.
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.
Proceedings of the Discovery Science - 15th International Conference, 2012

Application of Tree-structured Data Mining for Analysis of Process Logs in XML format.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

2011
Interestingness measures for association rules based on statistical validity.
Knowl.-Based Syst., 2011

Alternative Approach to Tree-Structured Web Log Representation and Mining.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

A Structure Preserving Flat Data Format Representation for Tree-Structured Data.
Proceedings of the New Frontiers in Applied Data Mining, 2011

XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Mining of Data with Complex Structures
Studies in Computational Intelligence 333, Springer, ISBN: 978-3-642-17556-5, 2010

Model guided algorithm for mining unordered embedded subtrees.
Web Intelligence and Agent Systems, 2010

Mining of patient data: towards better treatment strategies for depression.
I. J. Functional Informatics and Personalised Medicine, 2010

A Statistical Interestingness Measures for XML Based Association Rules.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Discovering Concept Mappings by Similarity Propagation among Substructures.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

2009
Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008
Tree model guided candidate generation for mining frequent subtrees from XML documents.
TKDD, 2008

State of the art of data mining of tree structured information.
Comput. Syst. Sci. Eng., 2008

U3 - Mning Unordered Embedded Subtrees Using TMG Candidate Generation.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Conjoint Data Mining of Structured and Semi-structured Data.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Using Competitive Learning between Symbolic Rules as a Knowledge Learning Method.
Proceedings of the Artificial Intelligence in Theory and Practice II, 2008

Tree Mining in Mental Health Domain.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Knowledge Analysis with Tree Patterns.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Mining Unordered Distance-Constrained Embedded Subtrees.
Proceedings of the Discovery Science, 11th International Conference, 2008

Thinking PubMed: an Innovative System for Mental Health Domain.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Mining of Health Information from Ontologies.
Proceedings of the First International Conference on Health Informatics, 2008

Human-Like Rule Optimization for Continuous Domains.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Rule Optimizing Technique Motivated by Human Concept Formation.
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.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

CSOM for Mixed Data Types.
Proceedings of the Advances in Neural Networks, 2007

Tree Mining Application to Matching of Heterogeneous Knowledge Representations.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

UNI3 - efficient algorithm for mining unordered induced subtrees using TMG candidate generation.
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.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Razor: mining distance-constrained embedded subtrees.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

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


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