Jukka Heikkonen
Scholar

Jukka Heikkonen

Google Scholar ID: Xi7qSPQAAAAJ
Professor of Computer Science, University of Turku
Machine learningdata analysisautonomous systemsmachine visionGIS applications
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Citations & Impact
All-time
Citations
6,133
 
H-index
42
 
i10-index
109
 
Publications
20
 
Co-authors
29
list available
Contact
No contact links provided.
Publications
6 items
Beyond Weak Labels: Prompt-Guided Local Refinement for Weakly Supervised Water Segmentation in High-Resolution Multispectral Imagery
2026
Cited
0
FiLM-GPNet: Geometry-Aware Pseudo-Supervised Phase Restoration with Zero-Shot Generalization for Large Temporal InSAR Stacks
2026
Cited
0
Stochastic Gradient Optimization with Model-Assisted Sampling
2026
Cited
0
Governance-as-a-Service: A Multi-Agent Framework for AI System Compliance and Policy Enforcement
2025
Cited
0
Focus Your Attention: Towards Data-Intuitive Lightweight Vision Transformers
2025
Cited
0
Pathway-based Progressive Inference (PaPI) for Energy-Efficient Continual Learning
2025
Cited
0
Resume (English only)
Co-authors
29 total
Tapio Pahikkala
Tapio Pahikkala
Professor, University of turku, Finland
Hashem Haghbayan
Hashem Haghbayan
University Lecturer, Adjunct Professor (Docent), University of Turku, Finland
Co-author 3
Co-author 3
José del R. Millán
José del R. Millán
Linda Steen Norris & Lee Norris Endowed Chair Prof., University of Texas at Austin, ECE & Neurology
Kimmo Kaski
Kimmo Kaski
Professor of Computational Science, Aalto University School of Science
Co-author 6
Co-author 6
Tomi Westerlund
Tomi Westerlund
Professor, University of Turku, Finland - DIWA Flagship (https://digitalwaters.fi/)
Fabio Babiloni
Fabio Babiloni
Professor of Physiology, Dept. Molecular Medicine, University of Rome Sapienza