Jukka Heikkonen

131 papers A* 2B 5C 13Misc 6Journal 51Unranked 53

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-assisted sales coaching framework: Empirically-derived models for B2B communication analysis. Array Joona Mäntyvaara, Paavo Nevalainen, Kirill Glavatskiy, Jukka Heikkonen
2026	J	`jnl`	Decoding Cultural Music Classification with Machine Learning and Segment Length Analysis. SN Comput. Sci. Mesfin Abebe, Leta Endashew, Jukka Heikkonen, Rajeev Kumar Kanth, Sudhir Kumar Mohapatra
2026	J	`jnl`	Knowledge Tracing Models in Educational Data Mining: Historical Evolution, Categorization, and Empirical Evaluation. IEEE Access Prince Das Adhikary, Jari Metsämuuronen, Mikko-Jussi Laakso, Jukka Heikkonen
2026	A*	`conf`	Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training (Abstract Reprint). AAAI Jatin Kumar Chaudhary, Dipak Kumar Nidhi, Jukka Heikkonen, Harri Merisaari, Rajeev Kumar Kanth
2025	—	`conf`	Automated Image Colorization using Generative Adversarial Networks. ICACS Jaisal Sharma, Rahul Shrestha, Dibakar Raj Pant, Jukka-Pekka Skon, Jukka Heikkonen, Rajeev Kanth
2025	—	`conf`	Autonomous Quadruped Robot System with LiDAR Sensor Navigation and Task Execution. MECO Bishwatma Khanal, Aki Happonen, Jukka Heikkonen, Rajeev Kumar Kanth
2025	J	`jnl`	Enhancing hurdles athletes' performance analysis: A comparative study of cnn-based pose estimation frameworks. Multim. Tools Appl. Pouya Jafarzadeh, Luca Zelioli, Petra Virjonen, Fahimeh Farahnakian, Paavo Nevalainen, Jukka Heikkonen
2025	J	`jnl`	Focus Your Attention: Towards Data-Intuitive Lightweight Vision Transformers. CoRR Suyash Gaurav, Muhammad Farhan Humayun, Jukka Heikkonen, Jatin Kumar Chaudhary
2025	J	`jnl`	Governance-as-a-Service: A Multi-Agent Framework for AI System Compliance and Policy Enforcement. CoRR Suyash Gaurav, Jukka Heikkonen, Jatin Kumar Chaudhary
2025	—	`conf`	Investigation of Reinforcement Learning Framework by deploying robust Pose Correction strategies for Precision Navigation of Agricultural Ground Robots. IST Sanraj Lachhiramka, Kuntal Ghosh, Niraj Dalal, Akbar Sheikh Akbari, Jukka Heikkonen, Rajeev Kanth
2025	—	`conf`	Lessons Learned from the RAICAM Doctoral Network Research Sprints. TAROS Alperen Kenan, Sahar Sadeghi Kordkheili, Juan Jose Garcia Cardenas, Alessandro Melone, Changda Tian, Haichuan Li, Hamidreza Raei, Sasanka Kuruppu Arachchige, Yifeng Tang, Adriana Tapus, Aníbal Ollero, Arash Ajudani, Begoña C. Arrue, Dimitrios Papageorgiou, Joni-Kristian Kämäräinen, Jukka Heikkonen, Luis Figueredo, Manuel Giuliani, Panos E. Trahanias, Paul Bremner, Saeed Rafee Nekoo, Simon Watson, Tomi Westerlund
2025	J	`jnl`	Ocular Disease Classification Using CNN with Deep Convolutional Generative Adversarial Network. CoRR Arun Kunwar, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
2025	J	`jnl`	Pathway-based Progressive Inference (PaPI) for Energy-Efficient Continual Learning. CoRR Suyash Gaurav, Jukka Heikkonen, Jatin Kumar Chaudhary
2025	J	`jnl`	Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network. Ecol. Informatics Luca Zelioli, Fahimeh Farahnakian, Maarit Middleton, Timo P. Pitkänen, Sakari Tuominen, Paavo Nevalainen, Jonne Pohjankukka, Jukka Heikkonen
2025	—	`conf`	Sim-to-Real Reinforcement Learning for Local Mobile Robot Navigation in Dynamic Environments. ECMR Sahar Salimpour, Jorge Peña Queralta, Diego Paez-Granados, Jukka Heikkonen, Tomi Westerlund
2025	J	`jnl`	Sim-to-Real Transfer for Mobile Robots with Reinforcement Learning: from NVIDIA Isaac Sim to Gazebo and Real ROS 2 Robots. CoRR Sahar Salimpour, Jorge Peña Queralta, Diego Paez-Granados, Jukka Heikkonen, Tomi Westerlund
2025	J	`jnl`	Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training. J. Artif. Intell. Res. Jatin Kumar Chaudhary, Dipak Kumar Nidhi, Jukka Heikkonen, Harri Merisaari, Rajeev Kumar Kanth
2024	J	`jnl`	Cross-Vendor Reproducibility of Radiomics-based Machine Learning Models for Computer-aided Diagnosis. CoRR Jatin Kumar Chaudhary, Ivan Jambor, Hannu J. Aronen, Otto Ettala, Jani Saunavaara, Peter J. Boström, Jukka Heikkonen, Rajeev Kumar Kanth, Harri Merisaari
2024	C	`conf`	Enhancing Peatland Classification using Sentinel-1 and Sentinel-2 Fusion with Encoder-Decoder Architecture. FUSION Luca Zelioli, Fahimeh Farahnakian, Farshad Farahnakian, Maarit Middleton, Jukka Heikkonen
2024	—	`conf`	Multi-modal Fusion of LiDAR and PRISMA Data for Cobalt Mapping: A Case Study from the Áramo Mine, Spain. ICPR (Workshops and Challenges, 4) Fahimeh Farahnakian, Farshad Farahnakian, Javad Sheikh, Steven Downey, Vaughan Williams, Jukka Heikkonen
2024	—	`conf`	SEDA: Similarity-Enhanced Data Augmentation for Imbalanced Learning. ICPR (26) Javad Sheikh, Farshad Farahnakian, Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen
2024	J	`jnl`	Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training. CoRR Jatin Kumar Chaudhary, Dipak Kumar Nidhi, Jukka Heikkonen, Harri Merisaari, Rajeev Kumar Kanth
2024	—	`conf`	TNEST: Training Sparse Neural Network for FPGA Based Edge Application. ACR Rammi Das, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
2023	J	`jnl`	A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior. Remote. Sens. Farshad Farahnakian, Florent Nicolas, Fahimeh Farahnakian, Paavo Nevalainen, Javad Sheikh, Jukka Heikkonen, Csaba Raduly-Baka
2023	—	`conf`	CNN-based Boreal Peatland Fertility Classification from Sentinel-1 and Sentinel-2 Imagery. ROSE Fahimeh Farahnakian, Luca Zelioli, Maarit Middleton, Iiro Seppä, Timo P. Pitkänen, Jukka Heikkonen
2023	Misc	`conf`	Enhancing Minerals Prospects Mapping with Machine Learning: Addressing Imbalanced Geophysical Datasets and Data Visualization Approaches. FRUCT Dipak Kumar Nidhi, Iiro Seppä, Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen, Rajeev Kumar Kanth
2023	—	`conf`	Hybrid Capsule Network for Hyperspectral Image Unmixing and Classification. ACR Ravi Giri, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
2023	—	`conf`	Ice-Water Segmentation Using Deep Convolutional Neural Network-Based Fusion Approach. ICAC Javad Sheikh, Fahimeh Farahnakian, Farshad Farahnakian, Jukka Heikkonen
2023	—	`conf`	Intelligent Traffic Light Solution for Green and Sustainable Smart City. MECO Omid Jafari, Stanislav Kolosov, Nhan Vo, Asmita Thapa Magar, Jukka Heikkonen, Rajeev Kumar Kanth
2023	C	`conf`	Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland. FUSION Fahimeh Farahnakian, Luca Zelioli, Timo P. Pitkänen, Jonne Pohjankukka, Maarit Middleton, Sakari Tuominen, Paavo Nevalainen, Jukka Heikkonen
2023	J	`jnl`	One, Five, and Ten-Shot-Based Meta-Learning for Computationally Efficient Head Pose Estimation. Int. J. Embed. Real Time Commun. Syst. Manoj Joshi, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
2023	—	`conf`	Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture. ITSC Javad Sheikh, Fahimeh Farahnakian, Farshad Farahnakian, Jukka Heikkonen
2023	C	`conf`	Short and Long Term Vessel Movement Prediction for Maritime Traffic. critis Farshad Farahnakian, Fahimeh Farahnakian, Javad Sheikh, Paavo Nevalainen, Jukka Heikkonen
2022	Misc	`conf`	Automated Testing and Resilience of Microservice's Network-link using Istio Service Mesh. FRUCT Rupesh Raj Karn, Rammi Das, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
2022	—	`conf`	Image Quality Assessment by Integration of Low-level & High-Level Features: Threshold Similarity Index. ISIE Jatin Kumar Chaudhary, Dibakar Raj Pant, Suresh Pokharel, Jukka-Pekka Skön, Jukka Heikkonen, Rajeev Kumar Kanth
2022	Misc	`conf`	Meta-Learning, Fast Adaptation, and Latent Representation for Head Pose Estimation. FRUCT Manoj Joshi, Dibakar Raj Pant, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
2021	J	`jnl`	An Overview of Federated Learning at the Edge and Distributed Ledger Technologies for Robotic and Autonomous Systems. CoRR Xianjia Yu, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
2021	—	`conf`	Applications of UWB Networks and Positioning to Autonomous Robots and Industrial Systems. MECO Xianjia Yu, Qingqing Li, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
2021	J	`jnl`	Applications of UWB Networks and Positioning to Autonomous Robots and Industrial Systems. CoRR Xianjia Yu, Qingqing Li, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
2021	J	`jnl`	Cooperative UWB-Based Localization for Outdoors Positioning and Navigation of UAVs aided by Ground Robots. CoRR Xianjia Yu, Qingqing Li, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
2021	—	`conf`	DBA-Filter: A Dynamic Background Activity Noise Filtering Algorithm for Event Cameras. SAI (1) Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2021	—	`conf`	Federated Learning in Robotic and Autonomous Systems. FNC/MobiSPC Xianjia Yu, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
2021	—	`conf`	Human Presence Detection with Thermal Sensor using Multilayer Perceptron Algorithm. WF-IoT Lassi Puurunen, Jatin Kumar Chaudhary, Rajeev Kumar Kanth, Jukka Heikkonen
2021	J	`jnl`	Long-Term Autonomy in Forest Environment using Self-Corrective SLAM. CoRR Paavo Nevalainen, Parisa Movahedi, Jorge Peña Queralta, Tomi Westerlund, Jukka Heikkonen
2021	—	`conf`	Towards Autonomous Industrial Warehouse Inspection. ICAC Fahimeh Farahnakian, Lauri Koivunen, Tuomas Mäkilä, Jukka Heikkonen
2021	—	`conf`	Transfer Learning for Maritime Vessel Detection using Deep Neural Networks. ITSC Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen
2020	C	`conf`	A Comparative Study of Deep Learning-based RGB-depth Fusion Methods for Object Detection. ICMLA Fahimeh Farahnakian, Jukka Heikkonen
2020	—	`conf`	Asynchronous Corner Tracking Algorithm Based on Lifetime of Events for DAVIS Cameras. ISVC (1) Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2020	J	`jnl`	Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras. CoRR Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2020	—	`conf`	Comparing CNN-Based Object Detectors on Two Novel Maritime Datasets. ICME Workshops Valentin Soloviev, Fahimeh Farahnakian, Luca Zelioli, Bogdan Iancu, Johan Lilius, Jukka Heikkonen
2020	J	`jnl`	Deep Learning Based Multi-Modal Fusion Architectures for Maritime Vessel Detection. Remote. Sens. Fahimeh Farahnakian, Jukka Heikkonen
2020	J	`jnl`	Dynamic Formation Reshaping Based on Point Set Registration in a Swarm of Drones. CoRR Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
2020	B	`conf`	Dynamic Resource-Aware Corner Detection for Bio-Inspired Vision Sensors. ICPR Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2020	J	`jnl`	Dynamic Resource-aware Corner Detection for Bio-inspired Vision Sensors. CoRR Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2020	J	`jnl`	Energy-Efficient Formation Morphing for Collision Avoidance in a Swarm of Drones. IEEE Access Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
2020	J	`jnl`	Estimating the Prediction Performance of Spatial Models via Spatial k-Fold Cross Validation. CoRR Jonne Pohjankukka, Tapio Pahikkala, Paavo Nevalainen, Jukka Heikkonen
2020	C	`conf`	Fusing LiDAR and Color Imagery for Object Detection using Convolutional Neural Networks. FUSION Fahimeh Farahnakian, Jukka Heikkonen
2020	J	`jnl`	Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation. CoRR Qingqing Li, Paavo Nevalainen, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
2020	J	`jnl`	Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation. Remote. Sens. Qingqing Li, Paavo Nevalainen, Jorge Peña Queralta, Jukka Heikkonen, Tomi Westerlund
2020	J	`jnl`	Measuring Player Retention and Monetization Using the Mean Cumulative Function. IEEE Trans. Games Markus Viljanen, Antti Airola, Anne-Maarit Majanoja, Jukka Heikkonen, Tapio Pahikkala
2020	J	`jnl`	Navigation and Mapping in Forest Environment Using Sparse Point Clouds. Remote. Sens. Paavo Nevalainen, Qingqing Li, Timo Melkas, Kirsi Riekki, Tomi Westerlund, Jukka Heikkonen
2020	Misc	`conf`	Navigation of Autonomous Swarm of Drones Using Translational Coordinates. PAAMS Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2020	—	`conf`	Night vision obstacle detection and avoidance based on Bio-Inspired Vision Sensors. IEEE SENSORS Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
2020	J	`jnl`	Night vision obstacle detection and avoidance based on Bio-Inspired Vision Sensors. CoRR Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Muhammad Mehboob Yasin, Juha Plosila
2020	—	`conf`	RGB-depth Fusion Framework for Object Detection in Autonomous Vehicles. ICSPCS Fahimeh Farahnakian, Jukka Heikkonen
2020	—	`conf`	Towards Real-Time Edge Detection for Event Cameras Based on Lifetime and Dynamic Slicing. AICV Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2020	J	`jnl`	Unmanned Aerial Vehicles (UAVs): Collision Avoidance Systems and Approaches. IEEE Access Jawad Naveed Yasin, Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2020	J	`jnl`	Utilizing remote sensing data in forest inventory sampling via Bayesian optimization. CoRR Jonne Pohjankukka, Sakari Tuominen, Jukka Heikkonen
2019	J	`jnl`	A Survey on Odometry for Autonomous Navigation Systems. IEEE Access Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Tomi Westerlund, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2019	—	`conf`	Comparative Analysis of Image Fusion Methods in Marine Environment. ROSE Fahimeh Farahnakian, Parisa Movahedi, Jussi Poikonen, Eero Lehtonen, Dimitrios Makris, Jukka Heikkonen
2019	—	`conf`	Deep Convolutional Neural Network-based Fusion of RGB and IR Images in Marine Environment. ITSC Fahimeh Farahnakian, Jussi Poikonen, Markus Laurinen, Jukka Heikkonen
2019	—	`conf`	Edge and Fog Computing Enabled AI for IoT-An Overview. AICAS Zhuo Zou, Yi Jin, Paavo Nevalainen, Yuxiang Huan, Jukka Heikkonen, Tomi Westerlund
2019	—	`conf`	Formation Maintenance and Collision Avoidance in a Swarm of Drones. ISCSIC Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2019	J	`jnl`	Innovative and Efficient Teaching Methodology for Digital Communication Systems Using an e-Learning Platform. J. Commun. Rajeev Kumar Kanth, Jukka-Pekka Skon, Arto Toppinen, Kari Lehtomäki, Mikko-Jussi Laakso, Jukka Heikkonen
2019	C	`conf`	Monocular visual odometry based on hybrid parameterization. ICMV Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2019	—	`conf`	Optimization of Silicon Tandem Solar Cells Using Artificial Neural Networks. SGAI Conf. Jatin Kumar Chaudhary, Jiaqing Liu, Jukka-Pekka Skon, Yen-Wei Chen, Rajeev Kumar Kanth, Jukka Heikkonen
2019	J	`jnl`	The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers. Data Min. Knowl. Discov. Antti Airola, Jonne Pohjankukka, Johanna Torppa, Maarit Middleton, Vesa Nykänen, Jukka Heikkonen, Tapio Pahikkala
2019	—	`conf`	Towards Dynamic Monocular Visual Odometry Based on an Event Camera and IMU Sensor. INTSYS Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Mohammed Rabah, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila
2019	C	`conf`	Visible and Infrared Image Fusion Framework based on RetinaNet for Marine Environment. FUSION Fahimeh Farahnakian, Jussi Poikonen, Markus Laurinen, Dimitrios Makris, Jukka Heikkonen
2018	—	`conf`	A deep auto-encoder based approach for intrusion detection system. ICACT Fahimeh Farahnakian, Jukka Heikkonen
2018	—	`conf`	An Efficient Multi-sensor Fusion Approach for Object Detection in Maritime Environments. ITSC Mohammad Hashem Haghbayan, Fahimeh Farahnakian, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Juha Plosila, Jukka Heikkonen
2018	—	`conf`	Future Educational Technology with Big Data and Learning Analytics. ISIE Rajeev Kumar Kanth, Mikko-Jussi Laakso, Paavo Nevalainen, Jukka Heikkonen
2018	C	`conf`	Object Detection Based on Multi-sensor Proposal Fusion in Maritime Environment. ICMLA Fahimeh Farahnakian, Mohammad Hashem Haghbayan, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Jukka Heikkonen
2018	J	`jnl`	Playtime Measurement With Survival Analysis. IEEE Trans. Games Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
2017	—	`conf`	A/B-Test of Retention and Monetization Using the Cox Model. AIIDE Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
2017	J	`jnl`	Estimating the Rut Depth by UAV Photogrammetry. Remote. Sens. Paavo Nevalainen, Aura Salmivaara, Jari Ala-Ilomäki, Samuli Launiainen, Juuso Hiedanpää, Leena Finér, Tapio Pahikkala, Jukka Heikkonen
2017	J	`jnl`	Estimating the prediction performance of spatial models via spatial k-fold cross validation. Int. J. Geogr. Inf. Sci. Jonne Pohjankukka, Tapio Pahikkala, Paavo Nevalainen, Jukka Heikkonen
2017	J	`jnl`	Playtime Measurement with Survival Analysis. CoRR Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
2017	C	`conf`	Triangular Curvature Approximation of Surfaces - Filtering the Spurious Mode. ICPRAM Paavo Nevalainen, Ivan Jambor, Jonne Pohjankukka, Jukka Heikkonen, Tapio Pahikkala
2016	J	`jnl`	Denoising with flexible histogram models on Minimum Description length principle. CoRR Vibhor Kumar, Jukka Heikkonen
2016	J	`jnl`	Detecting Terrain Stoniness From Airborne Laser Scanning Data. Remote. Sens. Paavo Nevalainen, Maarit Middleton, Raimo Sutinen, Jukka Heikkonen, Tapio Pahikkala
2016	—	`conf`	Modelling user retention in mobile games. CIG Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
2016	—	`conf`	Real-Time Swimmer Tracking on Sparse Camera Array. ICPRAM (Revised Selected Papers) Paavo Nevalainen, M. Hashem Haghbayan, Antti Kauhanen, Jonne Pohjankukka, Mikko-Jussi Laakso, Jukka Heikkonen
2016	—	`conf`	User activity decay in mobile games determined by simple differential equations? CIG Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
2016	C	`conf`	Video based Swimming Analysis for Fast Feedback. ICPRAM Paavo Nevalainen, Antti Kauhanen, Csaba Raduly-Baka, Mikko-Jussi Laakso, Jukka Heikkonen
2015	—	`conf`	Detecting stony areas based on ground surface curvature distribution. IPTA Paavo Nevalainen, Maarit Middleton, Ilkka Kaate, Tapio Pahikkala, Raimo Sutinen, Jukka Heikkonen
2015	—	`conf`	Knowledge Management Problems in Paediatrics and Paediatrics Neurology Departments. KMIS Helvi Nyerwanire, Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen
2014	—	`conf`	Actors and Factors in IS Process Innovation Decisions. KDIR Erja Mustonen-Ollila, Jukka Heikkonen, Philip Powell
2014	B	`conf`	Arctic Soil Hydraulic Conductivity and Soil Type Recognition Based on Aerial Gamma-Ray Spectroscopy and Topographical Data. ICPR Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Pekka Hänninen, Eija Hyvönen, Raimo Sutinen, Jukka Heikkonen
2014	—	`conf`	Knowledge Management Problems in Hospital Work - A Case Study on Experiences in the Obstetrics and Gynaecology Department. KMIS Helvi Nyerwanire, Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen
2014	—	`conf`	Knowledge Management Theory Creation in Healthcare Environment. EPS Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen, Helvi Nyerwanire
2014	Misc	`conf`	Predicting Water Permeability of the Soil Based on Open Data. AIAI Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Eija Hyvönen, Pekka Hänninen, Raimo Sutinen, Jari Ala-Ilomäki, Jukka Heikkonen
2013	—	`ch.`	Issues on Clustering and Data Gridding. Classification and Data Mining Jukka Heikkonen, Domenico Perrotta, Marco Riani, Francesca Torti
2008	—	`conf`	Information System Process Innovation Evolution Paths. ICEIS (3-1) Erja Mustonen-Ollila, Jukka Heikkonen
2007	—	`conf`	A soft thresholding approach for MDL denoising. EUSIPCO Janne Ojanen, Jukka Heikkonen
2007	J	`jnl`	Information Theoretic Methods for Bioinformatics. EURASIP J. Bioinform. Syst. Biol. Jorma Rissanen, Peter D. Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos, Juho Rousu
2006	J	`jnl`	Minimum Description Length Denoising With Histogram Models. IEEE Trans. Signal Process. Vibhor Kumar, Jukka Heikkonen, Jorma Rissanen, Kimmo Kaski
2003	J	`jnl`	Web cache optimization with nonlinear model using object features. Comput. Networks Timo Koskela, Jukka Heikkonen, Kimmo Kaski
2002	J	`jnl`	A local neural classifier for the recognition of EEG patterns associated to mental tasks. IEEE Trans. Neural Networks José del R. Millán, Josep Mouriño, Marco Franzé, Febo Cincotti, Markus Varsta, Jukka Heikkonen, Fabio Babiloni
2002	—	`conf`	On the Alignment of Transmission Electron Microscope Images without Fiducial Markers. ICPR (2) Sami S. Brandt, Jukka Heikkonen, Peter Engelhardt
2001	—	`conf`	Multi-resolution matching of uncalibrated images utilizing epipolar geometry and its uncertainty. ICIP (2) Sami S. Brandt, Jukka Heikkonen
2001	A*	`conf`	Optimal Method for the Affine F-Matrix and Its Uncertainty Estimation in the Sense of both Noise and Outliers. ICCV Sami S. Brandt, Jukka Heikkonen
2001	J	`jnl`	Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison. Neural Process. Lett. Markus Varsta, Jukka Heikkonen, Jouko Lampinen, José del R. Millán
2001	C	`conf`	Using Document Features to Optimize Web Cache. ICANN Timo Koskela, Jukka Heikkonen, Kimmo Kaski
2000	J	`jnl`	A Bayesian weighting principle for the fundamental matrix estimation. Pattern Recognit. Lett. Sami S. Brandt, Jukka Heikkonen
2000	Misc	`conf`	A Fully Automatic Alignment of Electron Tomography Images without Fiducial Markers. MVA Sami S. Brandt, Jukka Heikkonen
2000	—	`conf`	A New Robust Bayesian Method for the Affine F-Matrix Estimation. VMV Sami S. Brandt, Jukka Heikkonen
2000	B	`conf`	Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map. ESANN Markus Varsta, Jukka Heikkonen, Jouko Lampinen
2000	B	`conf`	Evaluating the Performance of Three Feature Sets for Brain-Computer Interfaces with an Early Stopping MLP Committee. ICPR Markus Varsta, Jukka Heikkonen, José del R. Millán, Josep Mouriño
2000	—	`conf`	Local Neural Classifier for EEG-Based Recognition of Mental Tasks. IJCNN (3) José del R. Millán, Josep Mouriño, Fabio Babiloni, Febo Cincotti, Markus Varsta, Jukka Heikkonen
1999	—	`conf`	Adaptive Brain Interfaces. IWANN (2) José del R. Millán, Josep Mouriño, Jukka Heikkonen, Kimmo Kaski, Fabio Babiloni, Maria Grazia Marciani, F. Topani, I. Canale
1998	B	`conf`	Recurrent SOM with local linear models in time series prediction. ESANN Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimmo Kaski
1998	—	`conf`	Temporal sequence processing using recurrent SOM. KES (1) Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimmo Kaski
1997	C	`conf`	A Recurrent Self-Organizing Map for Temporal Sequence Processing. ICANN Markus Varsta, José del R. Millán, Jukka Heikkonen
1996	J	`jnl`	A computer vision approach to air flow analysis. Pattern Recognit. Lett. Jukka Heikkonen
1996	J	`jnl`	A computer vision approach to digit recognition on pulp bales. Pattern Recognit. Lett. Jukka Heikkonen, Mika Mantynen
1996	J	`jnl`	Special issue on neural networks for computer vision applications. Pattern Recognit. Lett. Jukka Heikkonen, Abhay B. Bulsari
1995	J	`jnl`	Recovering 3-D motion parameters from optical flow field using randomized Hough transform. Pattern Recognit. Lett. Jukka Heikkonen
1994	—	`conf`	Learning motion trajectories via self-organization. ICPR (2) Jukka Heikkonen, Pasi Koikkalainen, Christoph Schnörr
1993	C	`conf`	Recovering Translational Motion Parameters from Image Sequences Using Randomized Hough Transform. CAIP Jukka Heikkonen
1992	—	`conf`	Video recording and digital image processing in analyzing air flows. ICPR (1) Jukka Heikkonen