Vili Podgorelec

According to our database1, Vili Podgorelec authored at least 84 papers between 1998 and 2020.

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

Timeline

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Bibliography

2020
Improving Short Text Classification using Information from DBpedia Ontology.
Fundam. Inform., 2020

2019
Parameter Setting for Deep Neural Networks Using Swarm Intelligence on Phishing Websites Classification.
International Journal on Artificial Intelligence Tools, 2019

Identification of Self-Admitted Technical Debt Using Enhanced Feature Selection Based on Word Embedding.
IEEE Access, 2019

Software Metrics as Identifiers of Defect Occurrence Severity.
Proceedings of the Eighth Workshop on Software Quality Analysis, 2019

Development of an Autonomous, Intelligent and Adaptive E-learning System.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

2018
Swarm Intelligence Approaches for Parameter Setting of Deep Learning Neural Network: Case Study on Phishing Websites Classification.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Document Enrichment using DBPedia Ontology for Short Text Classification.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Building boosted classification tree ensemble with genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Enhanced Feature Selection Using Word Embeddings for Self-Admitted Technical Debt Identification.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

Scrum Task Allocation Based on Particle Swarm Optimization.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2017
Knowledge management in organisations: mapping the research literature.
Int. J. Web Eng. Technol., 2017

Text classification method based on self-training and LDA topic models.
Expert Syst. Appl., 2017

Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting.
Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Experiments with Lazy Evaluation of Classification Decision Trees Made with Genetic Programming.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

2016
An Entropy-Based Algorithm for Proposing a Suitable Design Pattern.
Informatica, Lith. Acad. Sci., 2016

Improved classification with allocation method and multiple classifiers.
Information Fusion, 2016

Upgrade of a current research information system with ontologically supported semantic search engine.
Expert Syst. Appl., 2016

The Performance of Allocation Method on Imbalanced Data.
Proceedings of the Information Modelling and Knowledge Bases XXVIII, 2016

2015
A survey of genetic algorithms for solving multi depot vehicle routing problem.
Appl. Soft Comput., 2015

Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Using similarity-based selection in evolutionary design of decision trees.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Knowledge Management in Organizations - A Bibliometric Analysis of Research Trends.
Proceedings of the Knowledge Management in Organizations - 10th International Conference, 2015

An Analysis of the Content of Knowledge Management-Related Courses.
Proceedings of the Knowledge Management in Organizations - 10th International Conference, 2015

Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Visualizing Ontologies: Challenges and Proposed Solution.
Proceedings of the Information Modelling and Knowledge Bases XXVII, 2015

Evolving balanced decision trees with a multi-population genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Mapping Ontologies to Objects using a Transformation based on Description Logics.
ITC, 2014

A question-based design pattern advisement approach.
Comput. Sci. Inf. Syst., 2014

Predicting Grades Based on Students' Online Course Activities.
Proceedings of the Knowledge Management in Organizations - 9th International Conference, 2014

Heuristic Crossover Operator for Evolutionary Induced Decision Trees.
Proceedings of the ECTA 2014, 2014

2013
Evolutionary design of decision trees.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2013

2012
Evolutionary design of decision trees for medical application.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2012

Entropy- and Ontology-Based E-Services Proposing Approach.
Proceedings of the 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing, 2012

Ontology Visualization for Domain Experts: A New Solution.
Proceedings of the 16th International Conference on Information Visualisation, 2012

2011
Combining Semantic Web Technologies and Rule-Based Systems for Building Advanced Medical Applications.
Proceedings of the Advances in New Technologies, Interactive Interfaces and Communicability, 2011

Ontology and Rule Based Inferring on Project Teams.
Proceedings of the Advances in New Technologies, Interactive Interfaces and Communicability, 2011

2010
Expert-Assisted Classification Rules Extraction Algorithm.
Proceedings of the Advances in Databases and Information Systems, 2010

2009
Decision Trees.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Improving Design Pattern Adoption with An Ontology-Based Repository.
Informatica (Slovenia), 2009

Medical diagnostic process optimization through the semantic integration of data resources.
Computer Methods and Programs in Biomedicine, 2009

Introduction to the special issue.
Computer Methods and Programs in Biomedicine, 2009

Adoption of Semantic Web Technologies for Developing Medical Software Systems and Services.
Proceedings of the Information Modelling and Knowledge Bases XXI, 2009

2008
Improving design pattern adoption with Ontology-Based Design Pattern Repository.
Proceedings of the ITI 2008 30th International Conference on Information Technology Interfaces, 2008

2007
Estimating software complexity from UML models.
ACM SIGSOFT Software Engineering Notes, 2007

Semantic Web Based Integration of Knowledge Resources for Supporting Collaboration.
Informatica (Slovenia), 2007

Managing Diagnostic Process Data Using Semantic Web.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Supporting Collaboration of Medical Informatics Researchers and Teams.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Using Visual Interpretation of Small Ensembles in Microarray Analysis.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
Complexity-driven Evolution of Decision Graphs for Classification of Medical Data.
Informatica (Slovenia), 2005

Knowledge discovery with classification rules in a cardiovascular dataset.
Computer Methods and Programs in Biomedicine, 2005

Improving Mining of Medical Data by Outliers Prediction.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2003
Fault-Threshold Prediction with Linear Programming Methodologies.
Empirical Software Engineering, 2003

2002
Evolutionary induced decision trees for dangerous software modules prediction.
Inf. Process. Lett., 2002

Program Risk Definition via Linear Programming Techniques.
Proceedings of the 8th IEEE International Software Metrics Symposium (METRICS 2002), 2002

AREX - Classification Rules Extracting Algorithm Based on Automatic Programming.
Proceedings of the 15th Eureopean Conference on Artificial Intelligence, 2002

Searching for ew Patterns in Cardiovascular Data.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

Testing Reliability of Medical Software.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

Searching for New Patterns in Medical Data with Evolutionary Programming.
Proceedings of the AMIA 2002, 2002

2001
Finding the right decision tree's induction strategy for a hard real world problem.
I. J. Medical Informatics, 2001

Supporting Medical Decisions with Vector Decision Trees.
Proceedings of the MEDINFO 2001, 2001

Notes on Medical Decision Model Creation.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Evolving Groups of Basic Decision Trees.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

Cross-Learning on Multiple Databases in the Case of Acute Appendicitis.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

An Analysis of Software Correctness Prediction Methods.
Proceedings of the 2nd Asia-Pacific Conference on Quality Software (APAQS 2001), 2001

2000
Intellectual energy in software design.
ACM SIGSOFT Software Engineering Notes, 2000

Assessing the state of the software process development using the chaos theory.
ACM SIGSOFT Software Engineering Notes, 2000

Ranking the Complexity of NIAM Conceptual Schemas by Alpha Metric.
SIGPLAN Notices, 2000

Power of heterogeneous computing as a vehicle for implementing E3 medical decision support systems.
I. J. Medical Informatics, 2000

Vector decision trees.
Intell. Data Anal., 2000

Nuclear Power Plant Preventive Maintenance Planting Using Genetic Algorithms.
Proceedings of the Intelligent Problem Solving, 2000

Fighting Program Bloat with the Fractal Complexity Measure.
Proceedings of the Genetic Programming, European Conference, 2000

Decision Tree's Induction Strategies Evaluated on a Hard Real World Problem.
Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 2000

1999
The Complexity of Formal Specifications - Assessments by alpha-Metric.
SIGPLAN Notices, 1999

Computer and Natural Language Texts - A Comparison Based on Long-Range Correlations.
JASIS, 1999

Power of Heterogeneous Computing as a Vehicle for Implementing E$^{\3}$ Medical Decision Support Systems.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

The influence of class discretization to attribute hierarchy of decision trees.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

proGenesys-Program Generation Tool Based on Genetic Systems.
Proceedings of the International Conference on Artificial Intelligence, 1999

Decision Trees - A CIM Tool in Nursing Education.
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999

A Fractal Software Complexity Metric Analyser.
Proceedings of the Computer Aided Systems Theory - EUROCAST'99, Vienna, Austria, September 29, 1999

Medical Diagnosis Prediction using Genetic Programming.
Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999

Some Ideas About Intelligent Medical System Design.
Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999

1998
Quest for the information: using intelligent search for finding telemedical sites.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Evaluation of World Wide Web Sites Using Neural Networks and Fractal Metrics.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

Diagnostic Process Optimisation with Evolutionary Programming.
Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998


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