Tuomas Mäkilä

Engineering Data Architectures for AI/ML Integration in Regulated Manufacturing (2026)

Lecture Notes in Business Information Processing

Shubina, Viktoriia; Ranti, Tuomas; Juppo, Anne; Mäkilä, Tuomas

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Not All Problems Are Nails, Not All Tools Should Be Hammers: A Position Paper on Agent Usage in Software Engineering Tasks (2026)

Rytilahti, Juuso; Puhtila, Panu; Weerakoon Oshani; Kaila, Erkki; Mäkilä, Tuomas;

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Can GPT-4 Enhance Teaching? A Pilot Study on AI-Driven Analysis of Student Course Feedback (2026)

CEUR Workshop Proceedings

Weerakoon, Oshani; Puhtila, Panu; Mäkilä, Tuomas; Kaila, Erkki

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Enhancing Agile Workflows with AI-Driven, Sustainability-Aware Requirements Engineering: A Design Science Approach (2026)

Lecture Notes in Business Information Processing

Weerakoon, Oshani; Oyedeji, Shola; Samad, Md Abdus; Abubakar, Abdulkadir; Ishan, Ahsan; Shayan, Muhammad; Mäkilä, Tuomas; Kaila, Erkki

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Building LLM-Based Voice Agents for Requirements Elicitation: An Experience Report on Early Prototypes (2026)

Weerakoon, Oshani; Mäkilä, Tuomas; Kaila, Erkki; Oyedeji, Shola

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

From the Reality–Virtuality Continuum to the XR Ecosystem: A Systematic Literature Review of Definitions and Conceptual Models (2026)

Multimodal Technologies and Interaction

Han, Xiaoran; Lehtonen, Teijo; Mäkilä, Tuomas

(A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)

Temporal Sequence Modeling for Rare Failure Prediction in Industrial Machinery Using a Hybrid CNN-LSTM Model (2025)

Faraz, Mehdi; Shubina, Viktoriia; Mäkilä, Tuomas; Heikkonen, Jukka

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

PostItFlow: An Early Study on Agent-Based Workflow for Enhancing and Visualizing User Stories (2025)

Lecture Notes in Computer Science

Weerakoon, Oshani; Rytilahti, Juuso; Mäkilä, Tuomas; Kaila, Erkki; Oyedeji, Shola

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Bridging Virtual and Real: A Comparison of Mixed Reality and 2D Video Conferencing for Embodied Collaboration in Distance Education (2025)

IEEE International Conference on Advanced Learning Technologies

Han, Xiaoran; Teimouri, Maryam; Hahta, Sebastian; Montero, Calkin Suero; Suovuo, Tomi bgt; Mäkilä, Tuomas; Sutinen, Erkki

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Green Coding: State of Practice (2025)

Oyedeji, Shola; Khan, Muhammad Asif; Puhtila, Panu; Weerakoon, Oshani; Mäkilä, Tuomas; Adisa, Mikhail Ola; Naqvi, Bilal; Auvinen, Santeri

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Tuomas

Mäkilä

Ota yhteyttä

Linkit

Julkaisut

Järjestä:

Engineering Data Architectures for AI/ML Integration in Regulated Manufacturing (2026)

Not All Problems Are Nails, Not All Tools Should Be Hammers: A Position Paper on Agent Usage in Software Engineering Tasks (2026)

Can GPT-4 Enhance Teaching? A Pilot Study on AI-Driven Analysis of Student Course Feedback (2026)

Enhancing Agile Workflows with AI-Driven, Sustainability-Aware Requirements Engineering: A Design Science Approach (2026)

Building LLM-Based Voice Agents for Requirements Elicitation: An Experience Report on Early Prototypes (2026)

From the Reality–Virtuality Continuum to the XR Ecosystem: A Systematic Literature Review of Definitions and Conceptual Models (2026)

Temporal Sequence Modeling for Rare Failure Prediction in Industrial Machinery Using a Hybrid CNN-LSTM Model (2025)

PostItFlow: An Early Study on Agent-Based Workflow for Enhancing and Visualizing User Stories (2025)

Bridging Virtual and Real: A Comparison of Mixed Reality and 2D Video Conferencing for Embodied Collaboration in Distance Education (2025)

Green Coding: State of Practice (2025)