Jukka Heikkonen

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 )

Lessons learned from the RAICAM doctoral network research sprints and field demonstrations (2026)

Robotics and Autonomous Systems

Kenan, Alperen; Sadeghi, Kordkheili, Sahar; Garcia Cardenas, Juan Jose; Guidali, Valentina; Melone, Alessandro; Tian, Changda; Dincer, Enes Ulas; Li, Haichuan; Raei, Hamidreza; Arachchige, Sasanka Kuruppu; Tang, Yifeng; Tapus, Adriana; Ollero, Anibal; Gonzalez-Morgado, Antonio; Ajudani, Arash; Arrue, Begoña C.; Piazza, Cristina; Papageorgiou, Dimitrios; Neumann, Gerhard; Kämäräinen, Joni-Kristian; Heikkonen, Jukka; Figueredo, Luis; Giuliani, Manuel; Trahanias, Panos; Bremner, Paul; Nekoo, Saeed Rafee; Watson, Simon; Westerlund, Tomi

(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 )

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 )

Trustworthiness in IOT: Discussion from WATERLAB and Smart Factory Perspectives (2026)

Lecture Notes in Networks and Systems

Khan, Md; Heikkonen, Jukka; Kanth, Rajeev

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Real-Time Fisheye Frame Stabilization (2026)

Studies in Computational Intelligence

Nevalainen, Paavo; Humayun, Muhammad Farhan; Borzyszkowski, Adrian; Laesvuori, Jori; Heikkonen, Jukka

(A3 Vertaisarvioitu kirjan tai muun kokoomateoksen osa)

HDC for Continual Federated Learning: Prototype-Based Knowledge Exchange in IoT (2026)

Lecture Notes in Networks and Systems

Karn, Rozy Kumari; Das, Rammi; Karn, Rupesh Raj; Heikkonen, Jukka; Kanth, Rajeev

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Jukka

Heikkonen

Ota yhteyttä

Linkit

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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)

Lessons learned from the RAICAM doctoral network research sprints and field demonstrations (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)

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

Trustworthiness in IOT: Discussion from WATERLAB and Smart Factory Perspectives (2026)

Real-Time Fisheye Frame Stabilization (2026)

HDC for Continual Federated Learning: Prototype-Based Knowledge Exchange in IoT (2026)