Results

What We Have Achieved

Track our project deliverables, conference proceedings, and scientific publications –
the formal outputs of the InnovAIte Slovakia consortium across all eight Work Packages.

Deliverables
Proceedings
Articles

Deliverables

Project Deliverables

Formal outputs organized by Work Package. Documents marked as Available and Ongoing can be downloaded directly.

Work packages
WP1
Project management
WP2
Communication & dissemination
WP3
Cross-domain AI  
WP4
AI-driven buildings
WP5
AI-driven video
WP6
AI-driven software
WP7
AI-driven insurance
WP8
AI-infused prototypes

Work Package 1

Project Management

D1.5
Action Plan for International Networking

Work Package 2

Communication & Dissemination

D2.2
Project website established with news published
D2.5
Press releases

Work Package 3

Cross-Domain AI Research Initiative

D3.1
Ethical AI Guidelines
UPCOMING Gratex, IT4I@VSB · M16 · Document, report
D3.2
Bias Mitigation Toolkit
UPCOMING UK BA, IT4I@VSB · M24 · Report
D3.3
Explainability Handbook
UPCOMING IT4I@VSB, Asseco · M30 · Publication
D3.4
Industry-Ready AI Models
UPCOMING IT4I@VSB, Gratex · M30 · Report
D3.5
Ethical Interaction Design Guidelines
UPCOMING IT4I@VSB, Asseco · M30 · Publication

Work Package 4

Sustainable Energy Strategy with AI

D4.1
First requirements and implementation plan

Work Package 5

AI-Video Driven Building and Road Safety

D5.1
Tools and methods for synthetic data generation
D5.5
Device Selection Report

Work Package 6

Automating Software Development with AI

D6.1
Formalized approach for processing software analysis artifacts
UPCOMING Asseco CE · M24 · Document, codebase
D6.2
Software tools for producing and modifying software models
UPCOMING Asseco CE · M24 · Technical documentation, codebase
D6.3
Report on submitting sensitive source code and data to AI models
UPCOMING Gratex · M24 · Report
D6.4
Tools for software system maintenance
UPCOMING Gratex· M24 · Technical documentation, codebase
D6.5
Algorithms for AI-based software test and test data generation
UPCOMING Gratex · M24 · Technical documentation, codebase

Work Package 7

AI-Driven Insurance Operations

D7.1
Ethical guidelines with data collection plan and synthetic data strategy
UPCOMING Asseco CE · M18 · Guidelines
D7.2
Comprehensive dataset with cleaned data
UPCOMING Asseco CE · M18 · Dataset
D7.3
Trained models with evaluation metrics
UPCOMING Asseco CE · M24 · Code
D7.4
Deployed models and testing protocol
UPCOMING Asseco CE · M24 · Protocol
D7.5
Continuous monitoring protocol and update mechanism
UPCOMING Asseco CE · M24 · Protocol

Work Package 8

AI-Infused Prototypes and Tangible Advancements

D8.1
Commercialization Potential Report
UPCOMING Gratex · M25 · Report
D8.2
Startup Ownership Agreement
UPCOMING Gratex · M25 · Report
D8.3
Customization and Optimization Support Framework
UPCOMING Asseco CE · M25 · Report
D8.4
WP4: Prototype of System Design
UPCOMING IT4I@VSB · M25 · Documentation
D8.5
WP5: Integrated Prototype System Design
UPCOMING Optima Ideas · M25 · Design documentation, architectural diagrams
D8.6
WP5: Functional Prototype System
UPCOMING Optima Ideas · M25 · Prototype SW/HW
D8.7
WP5: Generation of synthetic data
UPCOMING IT4I@VSB · M25 · Software, data, documentation
D8.8
WP6: Tools for software system development and maintenance
UPCOMING Gratex · M25 · SW documentation
D8.9
WP7: Trained models
UPCOMING Asseco · M25 · Prototype SW

Proceedings

Insights That Move Ideas Forward

Conference proceedings collecting insights, speakers and outcomes from each InnovAIte event.

2nd InnovAIte Conference Proceedings

Proceedings of the 2nd InnovAIte Conference titled "AI Synergy: Connecting Research, Industry, and Regional Innovation
Learn more
>>

Kick-off conference Proceedings

Download the official proceedings from the InnovAIte Slovakia Kick-off Conference, featuring key insights, topics, and outcomes from the event.
Download
>>

Articles

Research Paper Highlights

Peer-reviewed scientific output produced by the InnovAIte Slovakia consortium.

Development of a Digital Building Management System Supported by AI and BIM Models

AUTHORS: Funtík, Varga, Michalák, Šveda
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>>

Use of BIM Model Data in Building Energy Management

AUTHORS: Varga, Michalák, Olexík
Learn more
>>

Capabilities and Requirements of Building Management Systems in Slovakia – Results of a Questionnaire Survey

AUTHORS: Krajčík, Václavová, Ingeli
Learn more
>>

Current Building Management System Capabilities and Requirements in Slovakia – Preliminary Results from a Questionnaire Survey

AUTHORS: Krajčík, Václavová, Ingeli
Learn more
>>

Evaluation of Selected 3D Data Acquisition Systems for Capturing the Geometry of Building Structures

AUTHORS: Honti, Erdélyi, Funtík
Learn more
>>

Building Information Modeling: A Case Study of the Natural History Museum in Bratislava

AUTHORS: Erdélyi, Funtík, Honti, Marčiš
Learn more
>>

Evaluation of Point Cloud Generation from 360° Videos of Indoor Spaces and Heritage Sites

AUTHORS: Honti, Erdélyi, Funtík
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>>

Supporting software engineering tasks with agentic AI: Demonstration on document retrieval and test scenario generation

AUTHORS: Kica, Radoský, Slivka, Kubinová Dovhun, Uherčík, Birčák,  Polášek
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>>

Approaches to Semantic Textual Similarity in Slovak Language: From Algorithms to Transformers

AUTHORS: Radoský, Blšták, Krajčovič,
Polášek
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>>

Large Language Models in Software Documentation and Modeling: A Literature Review and Findings

AUTHORS: Radoský, Polášek
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>>

Synthetic-to-real deep learning for identity card segmentation and line-based geometric rectification

AUTHORS: Svobodová, Strakoš, Říha, Postava, Fördös, Silber
Learn more
>>

Dynamic sparkle rendering: photorealistic real-time visualization of glittering surfaces in interactive scenarios

AUTHORS: Ďurikovič, Kica, Mihálik 
Learn more
>>

Building Information Modeling: A Case Study of the Natural History Museum in Bratislava

AUTHORS:  Erdélyi, Funtík, Honti, Marčiš
Learn more
>>

Review of Public Property Insurance Systems and the Use of AI in Selected EU Countries

AUTHORS: Krajčo, Jakubčinova, Zinnikus
Learn more
>>

Customer perception of AI-supported communication in insurance: a Rapid Review

AUTHORS: Jašková, Kráľová
Learn more
>>

Decentralized Privacy-Preserving Federated Learning of Computer Vision Models on Edge Devices

AUTHORS: Harenčák, Gajdošech, Madaras
Learn more
>>

Detecting 3D Line Segments for 6DoF Pose Estimation with Limited Data

AUTHORS: Mok, Gajdošech, Mesároš, Madaras, Kocur
Learn more
>>

Billboard in Focus: Estimating Driver Gaze Duration from a Single Image

AUTHORS: Pizarroso, Berger Haladová, Černeková, Kocur
Learn more
>>

Image Stitching Methods for Enhanced Multicamera Computer Vision

AUTHORS: Cymbalak, Vápeník, Korének
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>>

Legal, Economic and Ethical Limits and Challenges of Artificial Intelligence in Human Resource Management

AUTHORS: Bobíková, Břečka, Babič
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>>

Efficient and Explainable 3D CNNs for Alzheimer's MRI Diagnosis

AUTHORS: Ropjak, Cernekova
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>>

Are Minimal Radial Distortion Solvers Really Necessary for Relative Pose Estimation?

AUTHORS: Kocur, Tzamos, Ding, et al.
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>>

RePoseD - Efficient Relative Pose Estimation With Known Depth Information

AUTHORS: Ding, Kocur, Vavra, et al.
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>>

Efficient vision-based vehicle speed estimation

AUTHORS: Macko, Gajdošech, Kocur
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>>

Practical solutions to the relative pose of three calibrated cameras

AUTHORS: Tzamos, Kocur, Ding, et al.
Learn more
>>

Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition

AUTHORS: Suppa, Zahradník
Learn more
>>

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