Pristupačnost
Large Language Models as Attribution Regularizers for Efficient Model Training
A Review of Time Series Dimensionality Reduction Methods
Integrating External Knowledge with LLMs: A Systematic Review of RAG Approaches
Fairness in Graph-based Recommendation: Methods Overview
An Overview of the State-of-the-Art Machine Learning Methods for Traveling Salesman Problem
Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation
Evaluating Harmony: Neural Network Explanation Metrics and Human Perception
A Transfer Learning Method for Hate Speech Detection
Detection of Shilling Attacks on Collaborative Filtering Recommender Systems by Combining Multiple Random Forest Models
An Overview of State-of-the-art Solutions for Scene Text Detection
An Overview of Diffusion Models for Text Generation
Empirical Study: How Issue Classification Influences Software Defect Prediction
Agent-Based Modelling: Parallel and Distributed Simulation of Product Development Team
Named entity recognition for addresses: an empirical study
Distributed Multi-User QoS-Aware Service Selection
Analysis of the Open Source Software Development Project Properties and Practices
Information Extraction from Free-Form CV Documents in Multiple Languages
Candidate Classification and Skill Recommendation in a CV Recommender System
Building Vector Representations for Candidates and Projects in a CV Recommender System
GRASP Method for Vehicle Routing with Delivery Place Selection
Fast Multi-Criteria Service Selection for Multi- User Composite Applications
Performance of Common Classifiers on node2vec Network Representations
Population-Based Variable Neighborhood Descent for Discrete Optimization
Comparison of Relational and Time-Series Databases for Real-Time Massive Datasets
Analysis and Comparison of Exact and Approximate Bin Packing Algorithms
REPD: Source Code Defect Prediction As Anomaly Detection
Multi-User Service Selection
Efficient Multi-user Service Selection Based on the Transportation Problem
Efficient Global Correlation Measures for a Collaborative Filtering Dataset
Message Passing and Event-Driven Communication Models for Tree-Structured Applications
Efficient Web Service Reliability Prediction Using Collaborative Filtering
Evaluating Robustness of Perceptual Image Hashing Algorithms
Prediction of Atomic Web Services Reliability for QoS-aware Recommendation
A preliminary study on similarity-preserving digital book identifiers
Developing a text classifier with constrained development and execution time
Scalable and Accurate Prediction of Availability of Atomic Web Services
A Reliability Improvement Method for SOA-Based Applications
Reliability Sensitivity Analysis for Yahoo! Pipes Mashups
Prediction of atomic web services reliability based on k-means clustering
Reliability Modeling for SOA Systems
A Methodology for SIP and SOAP Integration Using Application-Specific Protocol Conversion
Emerging Security Threats For Mobile Platforms
Formal Modeling of RESTful Systems Using Finite- State Machines
A Finite-State Machine Approach for Modeling and Analyzing RESTful Systems
Security Vulnerabilities in Modern Web Browser Architecture
SIP/WS interworking triggering gateway
Teaching
University undergraduate
- Introduction to Theoretical Computer Science (Lecturer in charge)
- Introduction to Theoretical Computer Science (Lecturer in charge)
- Programming Language Translation (Lecturer in charge)
- Programming Language Translation (Lecturer in charge)
- BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Analysis of Massive Datasets (Lecturer in charge)
- Analysis of Massive Datasets (Lecturer in charge)
- Cloud Computing (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Master Project (Lecturers)
- Mentored Seminar (Lecturers)
- Presentation Seminar (Lecturers)
- Project (Lecturers)
- Web Architecture, Protocols, and Services (Lecturers)
Postgraduate doctoral study programme
- Distributed Computing Systems (Lecturer in charge)
Competences
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Computational and artificial intelligence
Intelligent systems Knowledge based systems Learning (artificial intelligence) Backpropagation Machine learning Prediction methods Neural networks -
Reliability
Availability Fault tolerance -
Communications technology
Quality of service -
Computers and information processing
Big Data applications Application programming interfaces Hypertext systems Social computing Web services Data analysis Data collection Social computing Web services Clustering methods Data mining Software as a service