Jukka Heikkonen

A Fine-Tuned Fuzzy-Optimized UNet++ for Retinal Vessel Segmentation (2026)

IEEE Access

JanardanPatra, Kumar; Mishra, Jibitesh; Dash, Sanjit Kumar; Dash, Sanjit Kumar; Mohapatra, Sudhir Kumar; Heikkonen, Jukka.; Kanth, Rajeev

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Image partitioning with windowed and panoramic configuration for passive 360-degree camera in military unmanned ground vehicle: A machine learning-based detection framework (2026)

Journal of Military Studies

Borzyszkowski, Adrian; Andersson, Christian; Zelioli, Luca; Nevalainen, Paavo; Heikkonen, Jukka

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Integration of SLAM and Navigation System with Customized Autonomous Mobile Robot (2026)

Lecture Notes in Networks and Systems

Pramanic, Md Sajib; Vartiainen, Paavo; Kortelainen, Matti; Karjalainen, Pasi; Heikkonen, Jukka; Kanth, Rajeev

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Knowledge Tracing Models in Educational Data Mining: Historical Evolution, Categorization, and Empirical Evaluation (2026)

IEEE Access

Das Adhikary, Prince; Metsämuuronen, Jari; Laakso, Mikko-Jussi; Heikkonen, Jukka

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Performance Measures for Autonomous Operation in Forest Environments (2026)

Studies in Computational Intelligence

Nevalainen, Paavo; Heikkonen, Jukka

(A3 Vertaisarvioitu kirjan tai muun kokoomateoksen osa)

Discriminating Chemoresistant and Chemosensitive Tubo‐Ovarian High‐Grade Serous Carcinoma Cells With Raman Microscopy (2026)

Journal of Raman Spectroscopy

Harju, Elina; Movahedi, Parisa; Tomberg, Teemu; Fraser-Miller, Sara J.; Piga, Francesco; Saarinen, Jukka; Sircombe, Kathleen J.; Zini, Jacopo; Heikkonen, Jukka; Laury, Anna; Hook, Sarah; Gordon, Keith C.; Pahikkala, Tapio; Strachan, Clare J.

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Decoding Cultural Music Classification with Machine Learning and Segment Length Analysis (2026)

SN Computer Science

Abebe, Mesfin; Endashew, Leta; Heikkonen, Jukka; Kanth, Rajeev; Mohapatra, Sudhir Kumar

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Mineral prospectivity mapping under extreme imbalance using contrastive embeddings balanced learning and integrated uncertainty analysis (2026)

Discover Computing

Nidhi, Dipak Kumar; Mohapatra, Sudhir Kumar; Nevalainen, Paavo; Heikkonen, Jukka; Kanth, Rajeev

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Can Radiomics Based Models Survive Across MRI Scanners? (2026)

Lecture Notes in Networks and Systems

Chaudhary, Jatin; Jambor, Ivan; Aronen, Hannu; Ettala, Otto; Saunavaara, Jani; Boström, Peter; Heikkonen, Jukka; Kanth, Rajeev; Merisaari, Harri

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

GeoFusion: A hybrid convolutional neural network-transformer model for boreal peatland classification (2026)

Engineering Applications of Artificial Intelligence

Farahnakian, Fahimeh; Zelioli, Luca; Farahnakian, Farshad; Middleton, Maarit; Sheikh, Javad; Heikkonen, Jukka

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Jukka

Heikkonen

Ota yhteyttä

Linkit

Julkaisut

Järjestä:

A Fine-Tuned Fuzzy-Optimized UNet++ for Retinal Vessel Segmentation (2026)

Image partitioning with windowed and panoramic configuration for passive 360-degree camera in military unmanned ground vehicle: A machine learning-based detection framework (2026)

Integration of SLAM and Navigation System with Customized Autonomous Mobile Robot (2026)

Knowledge Tracing Models in Educational Data Mining: Historical Evolution, Categorization, and Empirical Evaluation (2026)

Performance Measures for Autonomous Operation in Forest Environments (2026)

Discriminating Chemoresistant and Chemosensitive Tubo‐Ovarian High‐Grade Serous Carcinoma Cells With Raman Microscopy (2026)

Decoding Cultural Music Classification with Machine Learning and Segment Length Analysis (2026)

Mineral prospectivity mapping under extreme imbalance using contrastive embeddings balanced learning and integrated uncertainty analysis (2026)

Can Radiomics Based Models Survive Across MRI Scanners? (2026)

GeoFusion: A hybrid convolutional neural network-transformer model for boreal peatland classification (2026)