Research Showcase

Mateen Ahmed Abbasi, University of Jyväskylä.
Human-AI Collaboration in Requirements Engineering
Supervisor: Niko Mäkitalo, Petri Ihantola
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Kabita Adhikari, University of Helsinki.
AI-driven Conceptual Modeling of Software Architectural Decisions In Software Systems
Supervisor: Tomi Männisto
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Hesham Ahmed, University of Eastern Finland.
Individualized, eXplainable, and Automated Feedback to Students
Supervisor: Mohammed Saqr, Sonsoles López-Pernas
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Tamara Ahmed, Lappeenranta–Lahti University of Technology LUT.
Towards Inclusive and Residence-centric Software Engineering Practices for Participation Within Digitalized Community Energy Systems
Supervisor: Annika Wolff, Sanaul Haque
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Fateme Broomandi, Lappeenranta–Lahti University of Technology LUT.
Navigating Agile Software Development in Hybrid Work Environments
Supervisor: Maria Paasivaara, Iflah Salman
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Bingxiang Chen, Tampere University.
Using Generative AI for Data Management
Supervisor: Toni Taipalus, David Hästbacka
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Sameera Gamage, University of Oulu.
Improving Anomaly Detection in Medical Data Using Machine Learning for Monitoring and Aiding Diagnosis Planning of Diseases Related to Brain Health and QoL
Supervisor: Minna Isomursu, Pantea Keikhosrokiani, Nirnaya Tripathi
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Tigabu Yaya Gishene, Åbo Akademi University.
Leveraging Multi-Interface IoT Gateways with Embedded Intelligence
Supervisor: Jerker Björkqvist
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Kirill Golubev, University of Turku.
Applications of Containers to GUI Programming / Practical Applications of Containers in Programming Language Theory
Supervisor: Jaakko Järvi, Mikhail Barash
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Maryum Hamdani, University of Eastern Finland.
Human Centered AI Development: Addressing Industrial Challenges
Supervisor: Marko Jäntti, Markku Tukiainen
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Md Mahade Hasan, Tampere University.
Fine-Tuning Open-source Langugae Models
Supervisor: Pekka Abrahamsson, Kai-Kristian Kemell
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Leena Hellman, University of Jyväskylä.
On the Relationship Between Challenges in Electronic Health Record Systems and System Requirements
Supervisor: Niko Mäkitalo, Tommi Mikkonen
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Krishna Harsha Kovelakuntla Huthasana, Åbo Akademi University.
Advancing Federated Learning Under High-Dimensional Non-IID Conditions: Efficient Model Training with User-Defined Sparsity
Supervisor: Andreas Lundell, Alireza Olama
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Valtteri Ingervo, Aalto University.
Adoption and Implementation of Agile Software Development in Large Organisations
Supervisor: Casper Lassenius, Maria Paasivaara
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Lamin Jatta, Åbo Akademi University.
Untapping The Hidden Potential of Non-Textual Maritime Data Using AI
Supervisor: Andreas Lundell, Johan Westö
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Katja Karhu, Lappeenranta–Lahti University of Technology LUT.
AI in Software Testing
Supervisor: Jussi Kasurinen, Kari Smolander
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Revathi Karri, Lappeenranta–Lahti University of Technology LUT.
Responsible AI-Driven Software Vulnerability Detection: A Computational Design Science Approach
Supervisor: Najmul Islam, Prabhat Kumar
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Ali Kaya, Åbo Akademi University.
Distributed testing for Cyberphisical Systems
Supervisor: Ivan Porres, Dragos Truscan
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Muhammad Asif Khan, Lappeenranta–Lahti University of Technology LUT.
Green Coding (Sustainable Software Development)
Supervisor: Jari Porras, Shola Oyedeji
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Qaiser Khan, University of Oulu.
Automated Quality Assurance for Brain Health: A Framework with Compliance, Privacy, and Security Metrics
Supervisor: Pantea Keikhosrokiani, Minna Isomursu, Burak Turhan
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Md Jahid Bin Kibria, Tampere University.
Enhancing Data Engineering with Artificial Intelligence: Processes and Developer Experience
Supervisor: Toni Taipalus, David Hästbacka
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Md Raisul Kibria, Åbo Akademi University.
Towards Explainable Multimodal Attention-based Models
Supervisor: Sebastien Lafond
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Taija Kolehmainen, University of Jyväskylä.
Developing a Domain-Specific Modeling Language for Digital Ecosystem Governance
Supervisor: Tommi Mikkonen, Rahul Mohanani
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Ari Kukkaro, Tampere University.
Distributed Machine Learning on the Edge of the Network
Supervisor: David Hästbacka, Sergio Moreschini
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Mikel Robredo Manero, University of Oulu.
Dealing with Time Dependence and Causality in Software Engineering
Supervisor: Valentina Lenarduzzi, Rafael Peñaloza Nyssen
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Sanni Marjanen, University of Jyväskylä.
Searching for Success in Public IS Procurement
Supervisor: Tommi Mikkonen, Samuli Pekkola
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Ali Mehraj, Tampere University.
Regulation-aware Software Architecture
Supervisor: Kari Systä, David Hästbacka
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Vihtori Mäntylä, Aalto University.
Automatic Generation of GUI variants for hypothesis validation
Supervisor: Fabian Fagerholm
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Samuli Määttä, University of Oulu.
Generative AI in Programming
Supervisor: Burak Turhan, Markus Kelanti
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Christian Möller, Åbo Akademi University.
Applied Machine Learning for Maritime Automation
Supervisor: Andreas Lundell, Johan Westö
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Viktoriia Olshanskaia, Lappeenranta–Lahti University of Technology LUT.
Using large language models to assist developers in creating visualizations for citizen sensing projects
Supervisor: Antti Knutas, Jiri Musto
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Elena Ovsiannikova, Åbo Akademi University.
LLM-Driven Black-Box Testing for Microservices Research Plan
Supervisor: Dragos Truscan, Ivan Porres
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Yan Passeniouk, University of Turku.
Applications of Containers to GUI Programming / Practical Applications of Containers in Programming Language Theory
Supervisor: Jaakko Järvi, Håkon Gylterud
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Eerika Peltonen, Lappeenranta–Lahti University of Technology LUT.
Managing Security of Digital Identities and User Information in B2B SaaS products
Supervisor: Kari Smolander, Sonja Hyrynsalmi
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Panu Puhtila, University of Turku.
Automating the Detection and Prevention of Privacy Violations in Websites
Supervisor: Tuomas Mäkilä, Ville Leppänen
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Iddamalgoda Ranatunga, University of Oulu.
AI Agent for Trustworthy Decision Making in Driving Assistance Systems
Supervisor: Tero Päivärinta, Vishaka Basnayake
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Lucas Rocha, Aalto University.
Improving Decision-Making in Large-Scale Agile Software Development
Supervisor: Casper Lassenius, Maria Paasivaara
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Korawit Rupanya, Aalto University.
Hybrid Intelligence Software in Edge-Cloud Environment
Supervisor: Linh Truong
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Juuso Rytilahti, University of Turku.
LLMs in Programming Education
Supervisor: Erkki Kaila, Tuomas Mäkilä
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Maryam Tavassoli Sabzevari, University of Oulu.
QCSHQD: Quantum computing as a service for Hybrid classical-quantum software development
Supervisor: Arif Ali Khan, Tero Päivärinta
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Shahbaz Siddeeq, Tampere University.
Multi-Agent Refactoring in Functional Languages for Empowered Software Development
Supervisor: Pekka Abrahamsson, Kai-Kristian Kemell
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Niila Siilasjoki, University of Helsinki.
On Design Principles of Machine Learning Operations in AI-based Digital Services
Supervisor: Jukka K. Nurminen, Mikko Raatikainen
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Ying Song, University of Helsinki.
Online Anomaly Detection of Software Logs Across Various Scenarios
Supervisor: Mika Mäntylä, Yuqing Wang
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Ruoyu Su, University of Oulu.
Technical Debt and Software Quality in Cloud-Native Applications
Supervisor: Valentina Lenarduzzi, Andrea Janes
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Tomi Suomi, University of Jyväskylä.
Microservice Ownership, its Pitfalls and AI
Supervisor: Petri Ihantola, Niko Mäkitalo
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Alina Torbunova, Åbo Akademi University.
Improving Cybersecurity Education in Programming Courses at Universities
Supervisor: Ivan Porres, Marina Waldén
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Aleksi Vuorinen, University of Oulu.
Utilizing LiDAR Mapping for Automotive Simulations
Supervisor: Ella Peltonen
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Oshani Weerakoon, University of Turku.
Enhancing Software Requirement Engineering with Large Language Models (LLMs): A Study on the integration of Generative Artificial Intelligence agents in Elicitation, Modelling, Validation and Management Processes
Supervisor: Tuomas Mäkilä, Erkki Kaila
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Kavishwa Wendakoon, University of Oulu.
Leveraging Multi-Interface IoT GatewA Secure, Privacy-Centric Self-Adaptive AI Framework for Real-Time, Personalized Pediatric Brain Health Management
Supervisor: Nirnaya Tripathi, Pantea Keikhosrokiani, Minna Isomursu
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Jesper Winsten, Åbo Akademi University.
Multiple Requirement Validation of Cyber-Physical Systems using Test Generation Algorithms
Supervisor: Ivan Porres, Dragos Truscan
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Nan Yang, Lappeenranta–Lahti University of Technology LUT.
Ambidextrous Strategic Foresight in Software Startups
Supervisor: Sami Hyrynsalmi, Dominik Siemon
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