| 2026 | AAAI | Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training (Abstract Reprint). | Jatin Kumar Chaudhary, Dipak Kumar Nidhi, Jukka Heikkonen, Harri Merisaari, Rajeev Kumar Kanth |
| 2024 | FUSION | Enhancing Peatland Classification using Sentinel-1 and Sentinel-2 Fusion with Encoder-Decoder Architecture. | Luca Zelioli, Fahimeh Farahnakian, Farshad Farahnakian, Maarit Middleton, Jukka Heikkonen |
| 2024 | ICPR | Multi-modal Fusion of LiDAR and PRISMA Data for Cobalt Mapping: A Case Study from the ramo Mine, Spain. | Fahimeh Farahnakian, Farshad Farahnakian, Javad Sheikh, Steven Downey, Vaughan Williams, Jukka Heikkonen |
| 2024 | ICPR | SEDA: Similarity-Enhanced Data Augmentation for Imbalanced Learning. | Javad Sheikh, Farshad Farahnakian, Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen |
| 2023 | CRITIS | Short and Long Term Vessel Movement Prediction for Maritime Traffic. | Farshad Farahnakian, Fahimeh Farahnakian, Javad Sheikh, Paavo Nevalainen, Jukka Heikkonen |
| 2023 | FRUCT | Enhancing Minerals Prospects Mapping with Machine Learning: Addressing Imbalanced Geophysical Datasets and Data Visualization Approaches. | Dipak Kumar Nidhi, Iiro Sepp, Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen, Rajeev Kumar Kanth |
| 2023 | FUSION | Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland. | Fahimeh Farahnakian, Luca Zelioli, Timo P. Pitknen, Jonne Pohjankukka, Maarit Middleton, Sakari Tuominen, Paavo Nevalainen, Jukka Heikkonen |
| 2022 | FRUCT | Meta-Learning, Fast Adaptation, and Latent Representation for Head Pose Estimation. | Manoj Joshi, Dibakar Raj Pant, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth |
| 2022 | FRUCT | Automated Testing and Resilience of Microservice's Network-link using Istio Service Mesh. | Rupesh Raj Karn, Rammi Das, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth |
| 2021 | FNC | Federated Learning in Robotic and Autonomous Systems. | Xianjia Yu, Jorge Pea Queralta, Jukka Heikkonen, Tomi Westerlund |
| 2020 | FUSION | Fusing LiDAR and Color Imagery for Object Detection using Convolutional Neural Networks. | Fahimeh Farahnakian, Jukka Heikkonen |
| 2020 | ICMLA | A Comparative Study of Deep Learning-based RGB-depth Fusion Methods for Object Detection. | Fahimeh Farahnakian, Jukka Heikkonen |
| 2020 | ICPR | Dynamic Resource-Aware Corner Detection for Bio-Inspired Vision Sensors. | Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila |
| 2020 | ISVC | Asynchronous Corner Tracking Algorithm Based on Lifetime of Events for DAVIS Cameras. | Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila |
| 2020 | PAAMS | Navigation of Autonomous Swarm of Drones Using Translational Coordinates. | Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila |
| 2019 | FUSION | Visible and Infrared Image Fusion Framework based on RetinaNet for Marine Environment. | Fahimeh Farahnakian, Jussi Poikonen, Markus Laurinen, Dimitrios Makris, Jukka Heikkonen |
| 2019 | ICMV | Monocular visual odometry based on hybrid parameterization. | Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila |
| 2019 | SGAI | Optimization of Silicon Tandem Solar Cells Using Artificial Neural Networks. | Jatin Kumar Chaudhary, Jiaqing Liu, Jukka-Pekka Skon, Yen-Wei Chen, Rajeev Kumar Kanth, Jukka Heikkonen |
| 2018 | ICMLA | Object Detection Based on Multi-sensor Proposal Fusion in Maritime Environment. | Fahimeh Farahnakian, Mohammad Hashem Haghbayan, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Jukka Heikkonen |
| 2017 | ICPRAM | Triangular Curvature Approximation of Surfaces - Filtering the Spurious Mode. | Paavo Nevalainen, Ivan Jambor, Jonne Pohjankukka, Jukka Heikkonen, Tapio Pahikkala |
| 2016 | ICPRAM | Real-Time Swimmer Tracking on Sparse Camera Array. | Paavo Nevalainen, M. Hashem Haghbayan, Antti Kauhanen, Jonne Pohjankukka, Mikko-Jussi Laakso, Jukka Heikkonen |
| 2016 | ICPRAM | Video based Swimming Analysis for Fast Feedback. | Paavo Nevalainen, Antti Kauhanen, Csaba Raduly-Baka, Mikko-Jussi Laakso, Jukka Heikkonen |
| 2015 | IC3K | Knowledge Management Problems in Paediatrics and Paediatrics Neurology Departments. | Helvi Nyerwanire, Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen |
| 2014 | IC3K | Actors and Factors in IS Process Innovation Decisions. | Erja Mustonen-Ollila, Jukka Heikkonen, Philip Powell |
| 2014 | IC3K | Knowledge Management Problems in Hospital Work - A Case Study on Experiences in the Obstetrics and Gynaecology Department. | Helvi Nyerwanire, Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen |
| 2014 | ICPR | Arctic Soil Hydraulic Conductivity and Soil Type Recognition Based on Aerial Gamma-Ray Spectroscopy and Topographical Data. | Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Pekka Hnninen, Eija Hyvnen, Raimo Sutinen, Jukka Heikkonen |
| 2002 | ICPR | On the Alignment of Transmission Electron Microscope Images without Fiducial Markers. | Sami S. Brandt, Jukka Heikkonen, Peter Engelhardt |
| 2001 | ICANN | Using Document Features to Optimize Web Cache. | Timo Koskela, Jukka Heikkonen, Kimmo Kaski |
| 2001 | ICCV | Optimal Method for the Affine F-Matrix and Its Uncertainty Estimation in the Sense of both Noise and Outliers. | Sami S. Brandt, Jukka Heikkonen |
| 2001 | ICIP | Multi-resolution matching of uncalibrated images utilizing epipolar geometry and its uncertainty. | Sami S. Brandt, Jukka Heikkonen |
| 2000 | ESANN | Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map. | Markus Varsta, Jukka Heikkonen, Jouko Lampinen |
| 2000 | ICPR | Evaluating the Performance of Three Feature Sets for Brain-Computer Interfaces with an Early Stopping MLP Committee. | Markus Varsta, Jukka Heikkonen, Jos del R. Milln, Josep Mourio |
| 2000 | IJCNN | Local Neural Classifier for EEG-Based Recognition of Mental Tasks. | Jos del R. Milln, Josep Mourio, Fabio Babiloni, Febo Cincotti, Markus Varsta, Jukka Heikkonen |
| 2000 | MVA | A Fully Automatic Alignment of Electron Tomography Images without Fiducial Markers. | Sami S. Brandt, Jukka Heikkonen |
| 1999 | IWANN | Adaptive Brain Interfaces. | Jos del R. Milln, Josep Mourio, Jukka Heikkonen, Kimmo Kaski, Fabio Babiloni, Maria Grazia Marciani, F. Topani, I. Canale |
| 1998 | ESANN | Recurrent SOM with local linear models in time series prediction. | Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimmo Kaski |
| 1998 | KES | Temporal sequence processing using recurrent SOM. | Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimmo Kaski |
| 1997 | ICANN | A Recurrent Self-Organizing Map for Temporal Sequence Processing. | Markus Varsta, Jos del R. Milln, Jukka Heikkonen |
| 1994 | ICPR | Learning motion trajectories via self-organization. | Jukka Heikkonen, Pasi Koikkalainen, Christoph Schnrr |
| 1993 | CAIP | Recovering Translational Motion Parameters from Image Sequences Using Randomized Hough Transform. | Jukka Heikkonen |
| 1992 | ICPR | Video recording and digital image processing in analyzing air flows. | Jukka Heikkonen |