Data Set Synthesis Based on Known Correlations and Distributions for Expanded Social Graph Generation
Game-to-Game Prediction of NBA Players’ Points in Relation to Their Season Average
Improved Visualization of Frequent Itemset Relationships Using the Minimal Spanning Tree Algorithm
Analysis of Facebook Interaction as Basis for Synthetic Expanded Social Graph Generation
Streamlining visualisation of geographical data through statistical programming tools
SNA-based artificial call detail records generator
Automatic extraction of learning concepts from exam query repositories
Annotating Exam Questions Through Automatic Learning Concept Classification
Applying the Multiclass Classification Methods for the Classification of Online Social Network Friends
Applying the Binary Classification Methods for Discovering the Best Friends on an Online Social Network
Social network analysis - examples from practice
Automated Generation of Questions for Basic Electrical Engineering Education
University Social Network Benefits Analysis and Proposed Framework
Automated extraction and visualization of learning concept dependencies using Q-matrices and exam results
Proof of Concept for Comparison and Classification of Online Social Network Friends Based on Tie Strength Calculation Model
Outlier Detection as the Primary Step for Promotion Planning in Retail
Towards better understanding of frequent itemset relationships through tree-like data structures
Promotional Forecast Model for Fast Moving Consumer Goods Stores
Analysis and application of data models in business intelligence
The impact of training data tailoring on demand forecasting models in retail
Relationships between Distance Measures Adopted for Transactional Data Analysis
Business intelligence and electronic commerce
Integrating quantitative attributes in hierarchical clustering of transactional data
Adapting hierarchical clustering distance measures for improved presentation of relationships between transaction elements
The impact of threshold parameters in transactional data analysis
Improvement of Hierarchical Clustering Results by Refinement of Variable Types and Distance Measures
Business intelligence and electronic commerce
Business intelligence and electronic commerce
Generation and Analysis of Tree Structures Based on Association Rules and Hierarchical Clustering
Building an application - generation of ‘items tree’ based on transactional data
Business intelligence and electronic commerce
Metadata-based model of Service Oriented Architecture for real-time data warehousing
Metadata-Driven SOA-Based Application for Facilitation of Real-Time Data Warehousing
Business Intelligence and e-business
E-business infrastructure for supporting the integration of tourist services
Data Mining and Statistical Analyses for High Education Improvement
Business intelligence and e-businnes.
Intelligent Data Sources and Integrated Data Repository as a Foundation for Business Intelligence Analysis
The use of data mining in education environment
Business Intelligence and e-business
B2B/B2C business interface development
Business Intelligence and E-commerce
B2B e-commerce
Business Service Interface Structure
ebXML - environment for e-commerce
A Tool for e-Business Process Definition
Implementation of the ebXML Registry Client for the ebXML Registry Services
Internet as e-business backbone for small and medium size companies
EbXML Registry/Repository Implementation
Experimental Implementation of Emerging e-Business Technologies: ebXML and PKI
Teaching duties
University undergraduate
- Fundamentals of Electrical Engineering (Lecturer in charge)
- Fundamentals of Electrical Engineering (Lecturer in charge)
- Introduction to R programming language (Lecturer in charge)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- Databases (Lecturers)
- Introduction to Programming (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Data Management (Lecturer in charge)
- Distributed Big Data Processing (Lecturer in charge)
- E-Business Technologies (Lecturer in charge)
- Introduction to R programming language (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Seminar (Lecturers)
- Seminar (Lecturers)
- Laboratory of Telecommunications and Informatics 2 (Laboratory exercises)
Postgraduate doctoral study programme
- Data Warehouse Design (Lecturer in charge)
Competences
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Computers and information processing
Big Data applications Knowledge management Data analysis Distributed databases Data mining -
Mathematics
Machine learning algorithms Prediction algorithms -
Professional communication
NoSQL databases Relational databases Data handling Data warehouses -
Systems, man, and cybernetics
Data visualization