Laura Ruotsalainen

Engineering · Physical Sciences

17h-index1.3kcitations122works1.22yr avg
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Research Topics

Indoor and Outdoor Localization Technologies(43), Robotics and Sensor-Based Localization(29), GNSS positioning and interference(29), Target Tracking and Data Fusion in Sensor Networks(16), Inertial Sensor and Navigation(14)

Publications122 total

Error Patterns in Historical OCR: A Comparative Analysis of TrOCR and a Vision-Language Model
ArXiv.org·2026Open Access
Error Patterns in Historical OCR: A Comparative Analysis of TrOCR and a Vision-Language Model
arXiv (Cornell University)·2026Open Access
Contextual intelligence based Multi-objective Hierarchical Reinforcement Learning
2025Open Access
Creating a Historical Migration Dataset from Finnish Church Records, 1800–1920
Journal of Open Humanities Data·2025Open Access
Predicting summer indoor temperatures in Nordic apartments considering heatwaves forecasts
Energy and Buildings·2025· 5 citedOpen Access
Head and Neck Tumor Segmentation Using Pre-RT MRI Scans and Cascaded DualUNet
Lecture notes in computer science·2025· 1 citedOpen Access
GNSS jammer localization in urban areas based on prediction/optimization and ray-tracing
GPS Solutions·2025· 1 cited
Geometric Edge Modelling in Self‐Supervised Learning for Enhanced Indoor Depth Estimation
IET Computer Vision·2025Open Access
Benchmarking Green Supercomputing for Low-Emission AI: Reinforcement Learning as a Use Case
SSRN Electronic Journal·2025Open Access
Automatic Visual Segmentation of Fish in Recirculated Aquaculture Systems Using the Segment Anything Model
SSRN Electronic Journal·2025Open Access
From Urban Data to City‐Scale Models: A Review of Traffic Simulation Case Studies
IET Intelligent Transport Systems·2025· 1 citedOpen Access
Monocular Metric 3d Dynamic Object Tracking with Temporal Depth Scaling
SSRN Electronic Journal·2025Open Access
Long Short Term Memory Based Traffic Prediction Using Multi-Source Data
International Journal of Intelligent Transportation Systems Research·2024· 2 citedOpen Access
Document Layout Error Rate (DLER) metric to evaluate image segmentation methods
Machine Learning with Applications·2024· 3 citedOpen Access
Subsystem Discovery in High-Dimensional Time-Series Using Masked Autoencoders
Frontiers in artificial intelligence and applications·2024Open Access
Plane Prior for RGB-D based Visual Odometry
2024· 2 cited
Dual-Stage Deep Learning Approach for Efficient Interference Detection and Classification in GNSS
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)·2024· 3 cited
Simultaneous Classification and Searching Method for Jammer Localization in Urban Areas Using KNN-GSA and Ray-Tracing
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)·2024
The In-Depth Investigation of Matched-Spectrum Jamming Signals
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)·2024
Time will not tell: Temporal approaches for privacy-preserving trajectory publishing
Computers Environment and Urban Systems·2024· 1 citedOpen Access
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Frequent Co-authors

Heidi Kuusniemi(24), Martti Kirkko-Jaakkola(13), M. Zahidul H. Bhuiyan(11), Sarang Thombre(10), Stefan Söderholm(10), Ruizhi Chen(8), Liang Chen(5), Jesperi Rantanen(5), Maija Mäkelä(5), Robert Guinness(4), Ling Pei(3), Jukka Talvitie(3), Salomon Honkala(2), Fabio Dovis(2), Vassilis Gikas(2), Aiden Morrison(2), Nadezda Sokolova(2), Yuwei Chen(2), Ghazaleh Kia(2), Zhe Yan(2)