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Jukka Heikkonen

foundation for research & technology - hellas (forth)

34H-index
246Paper Count
4.2KCitation Count
Published Papers 26
Publication Date
GeoFusion: A hybrid convolutional neural network-transformer model for boreal peatland classification
err2026-05-20
err0
errOAAI
errFahimeh Farahnakian; Luca Zelioli; Farshad Farahnakian; Maarit Middleton; Javad Sheikh; Jukka Heikkonen
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Knowledge Tracing Models in Educational Data Mining: Historical Evolution, Categorization, and Empirical Evaluation
err2026-03-30
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errOAAI
errPrince Das Adhikary; Jari Metsämuuronen; Mikko-Jussi Laakso; Jukka Heikkonen
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Lessons Learned from the RAICAM Doctoral Network Research Sprints
err2026-01-01
err0
PREAI
errKenan, Alperen; Kordkheili, Sahar Sadeghi; Cardenas, Juan Jose Garcia; Melone, Alessandro; Tian, Changda; Li, Haichuan; Raei, Hamidreza; Arachchige, Sasanka Kuruppu; Tang, Yifeng; Tapus, Adriana; Ollero, Anibal; Ajudani, Arash; Arrue, Begona C.; Papageorgiou, Dimitrios; Kamarainen, Joni-Kristian; Heikkonen, Jukka; Figueredo, Luis; Giuliani, Manuel; Trahanias, Panos; Bremner, Paul; Nekoo, Saeed Rafee; Watson, Simon; Westerlund, Tomi
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Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network
err2025-06-30
err0
errOAAI
errLuca Zelioli; Fahimeh Farahnakian; Maarit Middleton; Timo P. Pitkänen; Sakari Tuominen; Paavo Nevalainen; Jonne Pohjankukka; Jukka Heikkonen
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Addressing imbalanced data for machine learning based mineral prospectivity mapping
err2024-11-01
err3
errOAAI
errFarahnakian, Fahimeh; Sheikh, Javad; Zelioli, Luca; Nidhi, Dipak; Seppa, Iiro; Ilo, Rami; Nevalainen, Paavo; Heikkonen, Jukka
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Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology
err2020-05-21
err31
PREAI
errSalmivaara, Aura; Launiainen, Samuli; Perttunen, Jari; Nevalainen, Paavo; Pohjankukka, Jonne; Ala-Ilomaki, Jari; Siren, Matti; Lauren, Ari; Tuominen, Sakari; Uusitalo, Jori; Pahikkala, Tapio; Heikkonen, Jukka; Finer, Leena
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Unmanned Aerial Vehicles (UAVs): Collision Avoidance Systems and Approaches
err2020-01-01
err187
errOAAI
errYasin, Jawad N.; Mohamed, Sherif A. S.; Haghbayan, Mohammad-Hashem; Heikkonen, Jukka; Tenhunen, Hannu; Plosila, Juha
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Energy-Efficient Formation Morphing for Collision Avoidance in a Swarm of Drones
err2020-01-01
err25
errOAAI
errYasin, Jawad Naveed; Mohamed, Sherif Abdelmonem Sayed; Haghbayan, Mohammad-Hashem; Heikkonen, Jukka; Tenhunen, Hannu; Yasin, Muhammad Mehboob; Plosila, Juha
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A Survey on Odometry for Autonomous Navigation Systems
err2019-01-01
err138
errOAAI
errMohamed, Sherif A. S.; Haghbayan, Mohammad-Hashem; Westerlund, Tomi; Heikkonen, Jukka; Tenhunen, Hannu; Plosila, Juha
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Molecular Atlas of Postnatal Mouse Heart Development
err2018-10-16
err74
errOAAI
errTalman, Virpi; Teppo, Jaakko; Poho, Paivi; Movahedi, Parisa; Vaikkinen, Anu; Karhu, S. Tuuli; Trost, Kajetan; Suvitaival, Tommi; Heikkonen, Jukka; Pahikkala, Tapio; Kotiaho, Tapio; Kostiainen, Risto; Varjosalo, Markku; Ruskoaho, Heikki
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Time-Gated Raman Spectroscopy for Quantitative Determination of Solid-State Forms of Fluorescent Pharmaceuticals
err2018-03-07
err29
errOAAI
errLipiainen, Tiina; Pessi, Jenni; Movahedi, Parisa; Koivistoinen, Juha; Kurki, Lauri; Tenhunen, Mari; Yliruusi, Jouko; Juppo, Anne M.; Heikkonen, Jukka; Pahikkala, Tapio; Strachan, Clare J.
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Modelling of European hake nurseries in the Mediterranean Sea: An ecological niche approach
err2015-01-01
err79
errOAAI
errDruon, Jean-Noel; Fiorentino, Fabio; Murenu, Matteo; Knittweis, Leyla; Colloca, Francesco; Osio, Chato; Merigot, Bastien; Garofalo, Germana; Mannini, Alessandro; Jadaud, Angelique; Sbrana, Mario; Scarcella, Giuseppe; Tserpesi, George; Peristeraki, Panagiota; Carlucci, Roberto; Heikkonen, Jukka
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Identification of bluefin tuna cages in Mediterranean Sea fishing grounds from SAR images
err2011-08-22
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PREAI
errPerez, J. Cicuendez; Alvarez, M. Alvarez; Heikkonen, J.; Indregard, M.
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OPTHALMIC APPLICATOR MEASUREMENTS WITH DIODE DETECTOR
err2011-05-01
err0
PREAI
errSipila, P.; Jarvinen, H.; Jokelainen, I.; Niemela, J.; Heikkonen, J.
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Estimation of VLDL, IDL, LDL, HDL2, apoA-I, and apoB from the Friedewald inputs-apoB and IDL, but not LDL, are associated with mortality in type 1 diabetes
err2009-09-01
err32
PREAI
errNiemi, Jaakko; Makinen, Ville-Petteri; Heikkonen, Jukka; Tenkanen, Leena; Hiltunen, Yrjo; Hannuksela, Minna L.; Jauhiainen, Matti; Forsblom, Carol; Taskinen, Marja-Riitta; Kesaniemi, Y. Antero; Savolainen, Markku J.; Kaski, Kimmo; Groop, Per-Henrik; Kovanen, Petri T.; Ala-Korpela, Mika
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Evaluation of Mathematical Algorithm for Solving of Fourier Transform Infrared Spectroscopic and Mass Spectra
err2008-10-03
err1
PREAI
errKetola, Raimo A.; Tarkiainen, Virpi; Kiuru, Jari; Savolahti, Pekka; Kotiaho, Tapio; Juujarvi, Jouni; Ridderstad, Marianna; Heikkonen, Jukka
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