Forschungsprojektdetails

Publikationstyp: Aufsatz / Paper in SCI-Expanded-Zeitschrift

1. Robust Feature Representation Using Multi-Task Learning for Human Activity Recognition
2. System Design for Sensing in Manufacturing to Apply AI through Hierarchical Abstraction Levels
3. Counting Activities Using Weakly Labeled Raw Acceleration Data: A Variable-Length Sequence Approach with Deep Learning to Maintain Event Duration Flexibility
4. Alpine Skiing Activity Recognition Using Smartphone?s IMUs
5. Propagating frugal user feedback through closeness of code dependencies to improve IR-based traceability recovery
6. Micro Activities Recognition in Uncontrolled Environments
7. On the effectiveness of multi-feature evacuation systems: an agent-based exploratory simulation study
8. Transforming abstract to concrete repairs with a generative approach of repair values
9. Consistent change propagation within models

Publikationstyp: Aufsatz / Paper in sonstiger referierter Fachzeitschrift

1. Artificial Intelligence and Software Engineering: Are We Ready?
2. A Literature Review of Using Machine Learning in Software Development Life Cycle Stages
3. Verteiltes Nachverfolgen von OPC UA Methodenkommunikation
4. Capability-Based Process Modeling and Control
5. Human/machine/roboter: technologies for cognitive processes
6. A Cognitive Assistance Framework for Supporting Human Workers in Industrial Tasks

Publikationstyp: Aufsatz / Paper in Tagungsband (referiert)

1. Analyzing Arc Welding Techniques improves Skill Level Assessment in Industrial Manufacturing Processes
2. A Study on Variability for Multi-Device Rendering in Digital Music Publishing
3. A Survey on Safety II in Assistance Systems for Industrial Domains: State-of-the-Art, Advantages, Challenges, Recommendations
4. Automated Process-Centric Quality Constraints Checking for Quality Assurance in Safety-critical Systems
5. Change-Oriented Repair Propagation
6. Code smell analysis in cloned Java variants: the apo-games case study
7. Designing Proactive Safety Systems for Industrial Workers Using Intelligent Mechanisms
8. Determining Best Hardware, Software and Data Structures for Worker Guidance during a Complex Assembly Task
9. Editing support for software languages: implementation practices in language server protocols
10. Generating repairs for inconsistent models
11. Micro-activity recognition in industrial assembly process with IMU data and deep learning
12. REVE 2022: 10th International Workshop on REverse Variability Engineering
13. Semantic Clone Detection via Probabilistic Software Modeling 2022
14. Skill Level Detection in Arc Welding towards an Assistance System for Workers
15. Software product line scoping: A systematic literature review
16. A Hybrid Feature Location Technique for Re-engineeringSingle Systems into Software Product Lines
17. A Hybrid Simulation Model for an Efficient and Flexible Shop Floor System
18. Addressing Worker Safety and Accident Prevention with AI
19. Automated Deviation Detection for Partially-Observable Human-Intensive Assembly Processes
20. Guiding Engineers with the Passive Process Engine Environment
21. Hierarchical Distribution of Consistency-relevant Changes in a Collaborative Engineering Environment
22. Information-theoretic cost of decision-making in joint action
23. Micro Activities Recognition and Macro Worksteps Classification for Industrial IoT Processes
24. Monitoring of Human-Intensive Assembly Processes Based on Incomplete and Indirect Shopfloor Observations
25. Privacy Preserving Workflow Detection for Manufacturing Using Neural Networks based Object Detection
26. Team-Oriented Consistency Checking of Heterogeneous Engineering Artifacts
27. The life cycle of features in highly-configurable software systems evolving in space and time
28. Timestamp-based Consistency Checking of Collaboratively Developed Engineering Artifacts
29. When the Wisdom of Crowd is Able to Overturn an Unpopular Norm? Lessons Learned from an Agent-Based Simulation
30. An Agent-Based Model of Crowd Evacuation: Combining Individual, Social and Technological Aspects
31. Macro workstep detection for assembly manufacturing
32. Process Inspection Support: an Industrial Case Study
33. TimeTracer: a tool for back in time traceability replaying
34. Towards Optimal Assembly Line Order Sequencing with Reinforcement Learning: A Case Study
35. A Task-Independent Design and Development Process for Cognitive Products in Industrial Applications
36. Cognitive Products: System Architecture and Operational Principles
37. Conceptualization of Cultural Diversity for Efficient and Flexible Manufacturing Systems of the Future
38. Feasibility analysis of unsupervised industrial activity recognition based on a frequent micro action
39. Information-theoretic Sensorimotor Foundations of Fitts? Law
40. Towards Skill Recognition using Eye-Hand Coordination in Industrial Production
41. mobEYEle: An Embedded Eye Tracking Platform for Industrial Assistance
42. EyeControl: Towards Unconstrained Eye Tracking in Industrial Environments
43. Eyes are different than Hands: An Analysis of Gaze as Input Modality for Industrial Man-Machine Interactions
44. Natural Pursuits for Eye Tracker Calibration
45. Transferring Expert Knowledge through Video Instructions
46. Getting Through - Modality Selection in a Multi-Sensor-Actuator Industrial IoT Environment

Publikationstyp: Aufsatz / Paper in Sammelwerk (referiert)

1. Recommending Assembly Work to Station Assignment Based on Historical Data

Publikationstyp: Wissenschaftliches Sammelwerk Herausgeberschaft (Erstauflage)

1. SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12 - 16, 2022, Volume B
2. Fifth International Workshop on Variability and Evolution of Software-Intensive Systems (VariVolution 2022)
3. SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12 - 16, 2022, Volume A

Publikationstyp: Dissertation

1. Skill Sensing in Industrial Production

Publikationstyp: Diplom- oder Masterarbeit

1. Passive Engineering Process Management Framework

Publikationstyp: Sonstige

1. AI2HUMAN Using AI for occupational safety and accident prevention (Poster)
2. AI2HUMAN Using AI for occupational safety and accident prevention Air Quality Monitoring (Poster)
3. APECGR Artificial Personality for Cognitive Guidance Studies on Welder Interaction and Emotion (Poster)
4. Pro²Future Achievements 2017 - 2023
5. RTEL Cognitive Rail Track Error Learning Methods For Railway Maintenance Support (Poster)
6. APECGR Artificial Personality for Cognitive Guidance and Recommendation Systems (Poster)
7. Fischer4You2 Active Learning Alpine Skiing Activities for Cognitive Enhanced Skiing Products (Poster)
8. Guidance for Assembly Processes: Cognitive Worker and Tool Guidance for Assembly Processes (Poster)
9. Rail Track Error Learning: Supporting Railroad Maintenance with Cognitive Methods for Rail Track Error Learning
10. Sustainability Through Cognition Aware Safety Systems - Next Level Human-Machine-Interaction
11. Pro²Future: Human Intelligence trifft auf Artificial Intelligence

Vortragstyp: Eingeladener Vortrag an anderen Institutionen

1. Streaming AI, Austria, (02.04.2024) 
2. On-Device AI for Industry, Austria, (14.03.2024) 
3. Cognitive Products, Austria, (10.11.2020) 

Vortragstyp: Hauptvortrag / Eingeladener Vortrag auf einer Tagung

1. Federated Neuromorphic Thinking, Austria, (05.09.2024) 
2. Industrial Innovation Post Digitalisation, Austria, (02.11.2022) 
3. Nachhaltige Produktion, Austria, (13.05.2022) 
4. Cognitive Wearables: Embedded AI Systems Assisting Workers, Austria, (30.09.2021) 
5. Kognitive Industriesysteme, Austria, (25.08.2021) 
6. Kognitive Industriesysteme, Austria, (22.06.2021) 
7. Smarte Produktion, Austria, (31.01.2019) 
8. Shaping the cognitive productions systems of the future, Austria, (31.10.2018) 
9. The Future of Products and Production Systems is Cognitive, Austria, (18.09.2018) 
10. IoT in a Nutshell, Austria, (20.06.2018) 
11. Spotlight 5 ? IoT, the thinking things, Austria, (26.04.2018) 

Vortragstyp: Vortrag auf einer Tagung (referiert)

1. Generating repairs for inconsistent models, Canada, (27.10.2022) 
2. A Survey on Safety II in Assistance Systems for Industrial Domains: State-of-the-Art, Advantages, Challenges, Recommendations, Portugal, (27.09.2022) 
3. Code smell analysis in cloned Java variants: the apo-games case study, Austria, (14.09.2022) 
4. Designing Proactive Safety Systems for Industrial Workers Using Intelligent Mechanisms, Greece, (30.06.2022) 
5. Change-Oriented Repair Propagation, Austria, (20.05.2022) 
6. A Study on Variability for Multi-Device Rendering in Digital Music Publishing, Austria, (25.02.2022) 
7. Addressing Worker Safety and Accident Prevention with AI, Austria, (11.11.2021) 
8. The Life Cycle of Features in Highly-Configurable Software Systems Evolving in Space and Time, Austria, (17.10.2021) 
9. Recommending Assembly Work to Station Assignment Based on Historical Data, Austria, (09.09.2021) 
10. Monitoring of Human-Intensive Assembly Processes Based on Incomplete and Indirect Shopfloor Observations, Austria, (22.07.2021) 
11. Automated Deviation Detection for Partially-Observable Human-Intensive Assembly Processes, Austria, (21.07.2021) 
12. Guiding engineers with the Passive Process Engine Environment, Austria, (26.05.2021) 
13. Information-theoretic cost of decision-making in joint action, Austria, (06.02.2021) 
14. Locating Feature Revisions in Software Systems Evolving in Space and Time, Austria, (22.10.2020) 
15. Mining Feature Revisions in Highly-Configurable Software Systems, Austria, (21.10.2020) 
16. Towards Optimal Assembly Line Order Sequencing with Reinforcement Learning: A Case Study, Austria, (09.09.2020) 
17. TimeTracer: a tool for back in time traceability replaying, Austria, (08.07.2020) 
18. Process Inspection Support: an Industrial Case Study, Austria, (26.06.2020) 
19. mobEYEle: An Embedded Eye Tracking Platform for Industrial Assistance, United Kingdom of Great Britain and Northern Ireland, (09.09.2019) 

Vortragstyp: Vortrag auf einer Tagung (nicht referiert)

1. Cognitive Worker Assistance, Austria, (21.11.2019) 

Vortragstyp: Posterpräsentation

1. EyeControl: Towards Unconstrained Eye Tracking in Industrial Environments, Germany, (13.10.2018) 

Vortragstyp: Andere Vorträge und Präsentationen

1. Pro²Future II, Austria, (06.05.2024) 
2. Pro²Future Epoche II, Austria, (13.09.2023) 
3. Evaluating PDDL for programming production cells: a case study, Austria, (09.05.2022) 
4. Cognitive Products, Austria, (12.10.2021) 
5. Moderation des IT-Kolloqiums, Austria, (14.05.2019) 
6. Pro²Future (5 minutes/1slide), Austria, (29.05.2018) 
7. Pro²Future und CDP: Common Research Program, Austria, (15.03.2018) 
8. Pro²Future: Produkte und Produktionssysteme der Zukunft werden denken!, Austria, (08.02.2018)