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Publications information icon

A survey on machine learning for data fusion

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2019.12.001
Meng, Tong; Jing, Xuyang; Yan, Zheng; Pedrycz, Witold
Information Fusion2020Publications information icon

Enhancing Peatland Classification using Sentinel-1 and Sentinel-2 Fusion with Encoder-Decoder Architecture

Peer-reviewed
Open access
DOI
10.23919/FUSION59988.2024.10706276
Zelioli, Luca; Farahnakian, Fahimeh; Farahnakian, Farshad; Middleton, Maarit; Heikkonen, Jukka
International Conference on Information Fusion2024Publications information icon

A survey on data fusion in internet of things Towards secure and privacy-preserving fusion

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2018.12.001
Ding, Wenxiu; Jing, Xuyang; Yan, Zheng; Yang, Laurence T.
Information Fusion2019Publications information icon

Network traffic classification for data fusion: A survey

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2021.02.009
Zhao, Jingjing; Jing, Xuyang; Yan, Zheng; Pedrycz, Witold
Information Fusion2021Publications information icon

Adaptive Model Fusion for Wearable Sensors Based Human Activity Recognition

Peer-reviewed
Koskimäki, Heli; Siirtola, Pekka
International conference on information fusion2016Publications information icon

Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland

Peer-reviewed
DOI
10.23919/FUSION52260.2023.10224183
Farahnakian, Fahimeh; Zelioli, Luca; Pitkänen, Timo; Pohjankukka, Jonne; Middleton, Maarit; Tuominen...
International Conference on Information Fusion2023Publications information icon

Visible and Infrared Image Fusion Framework based on RetinaNet for Marine Environment

Peer-reviewed
Open access
Farahnakian Fahimeh, Poikkonen Jussi, Laurinen Markus, Markis Dimitrios, Heikkonen Jukka
International Conference on Information Fusion2019Publications information icon

Real-Time Manufacturing Drilling Operations Analysis by Utilization of Data-Fusion

Peer-reviewed
DOI
10.23919/FUSION45008.2020.9190248
Zare, Marzieh;Visa, Ari;Pärssinen, Ville;Jafarian, Hesam;Oksman, Henri;Aha, LiisaAha, Liisa
INTERNATIONAL CONFERENCE ON INFORMATION FUSION2020Publications information icon

Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2021.10.007
Holzinger, Andreas; Dehmer, Matthias; Emmert-Streib, Frank; Cucchiara, Rita; Augenstein, Isabelle; S...
INFORMATION FUSION2021Publications information icon

Multimodal spatio-temporal-spectral fusion for deep learning applications in physiological time series processing: A case study in monitoring the depth of anesthesia

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2021.03.001
Bahador, Nooshin; Jokelainen, Jarno; Mustola, Seppo; Kortelainen, Jukka
Information fusion2021

A survey on machine learning for data fusion

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2019.12.001
2020

Enhancing Peatland Classification using Sentinel-1 and Sentinel-2 Fusion with Encoder-Decoder Architecture

Peer-reviewed
Open access
DOI
10.23919/FUSION59988.2024.10706276
2024

A survey on data fusion in internet of things Towards secure and privacy-preserving fusion

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2018.12.001
2019

Network traffic classification for data fusion: A survey

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2021.02.009
2021

Adaptive Model Fusion for Wearable Sensors Based Human Activity Recognition

Peer-reviewed
2016

Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland

Peer-reviewed
DOI
10.23919/FUSION52260.2023.10224183
2023

Visible and Infrared Image Fusion Framework based on RetinaNet for Marine Environment

Peer-reviewed
Open access
2019

Real-Time Manufacturing Drilling Operations Analysis by Utilization of Data-Fusion

Peer-reviewed
DOI
10.23919/FUSION45008.2020.9190248
2020

Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2021.10.007
2021

Multimodal spatio-temporal-spectral fusion for deep learning applications in physiological time series processing: A case study in monitoring the depth of anesthesia

Peer-reviewed
Open access
DOI
10.1016/j.inffus.2021.03.001
2021