Jukka Heikkonen

Computational Approaches for Logical Biomolecular Complexes Design for Cancer Treatment: A Preliminary Study (2026)

Smart innovation, systems and technologies

Ngoc, Dzung Lai; Luojus, Maria; Heikkonen, Jukka; Kanth, Rajeev

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

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 )

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 )

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)

AI-assisted sales coaching framework: Empirically-derived models for B2B communication analysis (2026)

Array

Mäntyvaara, Joona; Nevalainen, Paavo; Glavatskiy, Kirill; Heikkonen, Jukka

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

A hybrid deep learning framework for sleep stage classification using single channel EEG signals (2026)

Sahu, Suren Kumar; Satapathy, Santosh Kumar; Mohapatra, Sudhir Kumar; Heikkonen, Jukka; Kanth, Rajeev; Das Tapan Kumar

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Jukka

Heikkonen

Ota yhteyttä

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Computational Approaches for Logical Biomolecular Complexes Design for Cancer Treatment: A Preliminary Study (2026)

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)

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

AI-assisted sales coaching framework: Empirically-derived models for B2B communication analysis (2026)

A hybrid deep learning framework for sleep stage classification using single channel EEG signals (2026)