Fedja Hadzic

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 3

Top Topics

Top Venues

J. Intell. Inf. Syst.

Publications

Fedja Hadzic, Maya Krayneva
Lateral AI: Simulating Diversity in Virtual Communities. AI (2) (2023)
Dang Bach Bui, Fedja Hadzic, Andrea Tagarelli, Michael Hecker
Evaluation of an associative classifier based on position-constrained frequent/closed subtree mining. J. Intell. Inf. Syst. 45 (3) (2015)
Fedja Hadzic, Michael Hecker, Andrea Tagarelli
Ordered subtree mining via transactional mapping using a structure-preserving tree database schema. Inf. Sci. 310 (2015)
Izwan Nizal Mohd Shaharanee, Fedja Hadzic
Evaluation and optimization of frequent, closed and maximal association rule based classification. Stat. Comput. 24 (5) (2014)
Davor Meersman, Fedja Hadzic, Jeff Hughes, Iván S. Razo-Zapata, Pieter De Leenheer
Health Service Discovery and Composition in Ambient Assisted Living: the Australian Type 2 Diabetes Case Study. HICSS (2013)
Dang Bach Bui, Fedja Hadzic, Michael Hecker
Evaluation of Position-Constrained Association-Rule-Based Classification for Tree-Structured Data. PAKDD Workshops (2013)
Dang Bach Bui, Fedja Hadzic, Vidyasagar M. Potdar
A Framework for Application of Tree-Structured Data Mining to Process Log Analysis. IDEAL (2012)
Fedja Hadzic, Pieter De Leenheer, Davor Meersman
Patient and Business Rules Extraction and Formalisation Using SVN and SBVR for Automated Healthcare. ACIS (2012)
Henry Tan, Fedja Hadzic, Tharam S. Dillon
Mining Induced/Embedded Subtrees using the Level of Embedding Constraint. Fundam. Informaticae 119 (2) (2012)
Novita Ikasari, Fedja Hadzic
An Assessment on Loan Performance from Combined Quantitative and Qualitative Data in XML. Discovery Science (2012)
Dang Bach Bui, Fedja Hadzic, Michael Hecker
Application of Tree-structured Data Mining for Analysis of Process Logs in XML format. AusDM (2012)
Fedja Hadzic, Michael Hecker, Andrea Tagarelli
XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure. ADMA (2) (2011)
Fedja Hadzic
A Structure Preserving Flat Data Format Representation for Tree-Structured Data. PAKDD Workshops (2011)
Fedja Hadzic, Michael Hecker
Alternative Approach to Tree-Structured Web Log Representation and Mining. Web Intelligence (2011)
Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon
Interestingness measures for association rules based on statistical validity. Knowl. Based Syst. 24 (3) (2011)
Maja Hadzic, Fedja Hadzic, Tharam S. Dillon
Mining of patient data: towards better treatment strategies for depression. Int. J. Funct. Informatics Pers. Medicine 3 (2) (2010)
Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon
A Statistical Interestingness Measures for XML Based Association Rules. PRICAI (2010)
Qi H. Pan, Fedja Hadzic, Tharam S. Dillon
Discovering Concept Mappings by Similarity Propagation among Substructures. IDEAL (2010)
Fedja Hadzic, Henry Tan, Tharam S. Dillon
Model guided algorithm for mining unordered embedded subtrees. Web Intell. Agent Syst. 8 (4) (2010)
Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon
Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression. Australasian Conference on Artificial Intelligence (2009)
Fedja Hadzic, Tharam S. Dillon
Using Competitive Learning between Symbolic Rules as a Knowledge Learning Method. IFIP AI (2008)
Fedja Hadzic, Henry Tan, Tharam S. Dillon
U3 - Mning Unordered Embedded Subtrees Using TMG Candidate Generation. Web Intelligence (2008)
Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang
Knowledge Analysis with Tree Patterns. HICSS (2008)
Maja Hadzic, Fedja Hadzic, Tharam S. Dillon
Mining of Health Information from Ontologies. HEALTHINF (2) (2008)
Maja Hadzic, Russel D'Souza, Fedja Hadzic, Tharam S. Dillon
Thinking PubMed: an Innovative System for Mental Health Domain. CBMS (2008)
Maja Hadzic, Fedja Hadzic, Tharam S. Dillon
Tree Mining in Mental Health Domain. HICSS (2008)
Fedja Hadzic, Henry Tan, Tharam S. Dillon
Mining Unordered Distance-Constrained Embedded Subtrees. Discovery Science (2008)
Henry Tan, Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang
State of the art of data mining of tree structured information. Comput. Syst. Sci. Eng. 23 (4) (2008)
Henry Tan, Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang, Ling Feng
Tree model guided candidate generation for mining frequent subtrees from XML documents. ACM Trans. Knowl. Discov. Data 2 (2) (2008)
Fedja Hadzic, Tharam S. Dillon
Human-Like Rule Optimization for Continuous Domains. BIOSTEC (Selected Papers) (2008)
Qi H. Pan, Fedja Hadzic, Tharam S. Dillon
Conjoint Data Mining of Structured and Semi-structured Data. SKG (2008)
Fedja Hadzic, Tharam S. Dillon
Rule Optimizing Technique Motivated by Human Concept Formation. BIOSIGNALS (2) (2008)
Fedja Hadzic, Tharam S. Dillon
Application of Tree Mining to Matching of Knowledge Structures of Decision Tree Type. OTM Workshops (2) (2007)
Fedja Hadzic, Henry Tan, Tharam S. Dillon
UNI3 - efficient algorithm for mining unordered induced subtrees using TMG candidate generation. CIDM (2007)
Fedja Hadzic, Tharam S. Dillon
CSOM for Mixed Data Types. ISNN (2) (2007)
Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang
Tree Mining Application to Matching of Heterogeneous Knowledge Representations. GrC (2007)
Henry Tan, Tharam S. Dillon, Fedja Hadzic, Elizabeth Chang, Ling Feng
IMB3-Miner: Mining Induced/Embedded Subtrees by Constraining the Level of Embedding. PAKDD (2006)
Fedja Hadzic, Tharam S. Dillon, Amandeep S. Sidhu, Elizabeth Chang, Henry Tan
Mining Substructures in Protein Data. ICDM Workshops (2006)
Henry Tan, Tharam S. Dillon, Fedja Hadzic, Elizabeth Chang
Razor: mining distance-constrained embedded subtrees. ICDM Workshops (2006)