Personal information

Websites & social links

Homepage Filippo Maria Bianchi

Activities

Collapse all

Employment (1)

UiT The Arctic University of Norway: Tromsø, NO

2020-09-01 to present | Associate Professor (Mathematics and Statistics)
Employment
Source: Self-asserted source
Filippo Maria Bianchi

Works (30)

Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2022.3217694
Contributors: Vilde Jensen; Filippo Maria Bianchi; Stian Normann Anfinsen
Source: check_circle
Crossref

Understanding Pooling in Graph Neural Networks

IEEE Transactions on Neural Networks and Learning Systems
2024-02 | Journal article
DOI: 10.1109/TNNLS.2022.3190922
Contributors: Daniele Grattarola; Daniele Zambon; Filippo Maria Bianchi; Cesare Alippi
Source: check_circle
Crossref

Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images

IEEE Transactions on Neural Networks and Learning Systems
2024-01 | Journal article
DOI: 10.1109/TNNLS.2022.3172183
Contributors: Luigi Tommaso Luppino; Mads Adrian Hansen; Michael Kampffmeyer; Filippo Maria Bianchi; Gabriele Moser; Robert Jenssen; Stian Normann Anfinsen
Source: check_circle
Crossref

Probabilistic Load Forecasting With Reservoir Computing

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3343467
Contributors: Michele Guerra; Simone Scardapane; Filippo Maria Bianchi
Source: check_circle
Crossref

Power Flow Balancing With Decentralized Graph Neural Networks

IEEE Transactions on Power Systems
2023-05 | Journal article
DOI: 10.1109/TPWRS.2022.3195301
Contributors: Jonas Berg Hansen; Stian Normann Anfinsen; Filippo Maria Bianchi
Source: check_circle
Crossref

Deep Image Translation With an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
DOI: 10.1109/TGRS.2021.3056196
Contributors: Luigi Tommaso Luppino; Michael Kampffmeyer; Filippo Maria Bianchi; Gabriele Moser; Sebastiano Bruno Serpico; Robert Jenssen; Stian Normann Anfinsen
Source: check_circle
Crossref

Detecting the Linear and Non-linear Causal Links for Disturbances in the Power Grid

2022 | Book chapter
DOI: 10.1007/978-3-031-10525-8_26
Contributors: Odin Foldvik Eikeland; Filippo Maria Bianchi; Inga Setså Holmstrand; Sigurd Bakkejord; Matteo Chiesa
Source: check_circle
Crossref

Recognition of Polar Lows in Sentinel-1 SAR Images With Deep Learning

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
DOI: 10.1109/TGRS.2022.3204886
Contributors: Jakob Grahn; Filippo Maria Bianchi
Source: check_circle
Crossref

Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling

IEEE Transactions on Neural Networks and Learning Systems
2022-05 | Journal article
DOI: 10.1109/TNNLS.2020.3044146
Contributors: Filippo Maria Bianchi; Daniele Grattarola; Lorenzo Livi; Cesare Alippi
Source: check_circle
Crossref

Uncovering Contributing Factors to Interruptions in the Power Grid: An Arctic Case

Energies
2022-01-03 | Journal article
DOI: 10.3390/en15010305
Contributors: Odin Foldvik Eikeland; Filippo Maria Bianchi; Inga Setså Holmstrand; Sigurd Bakkejord; Sergio Santos; Matteo Chiesa
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Detecting and Interpreting Faults in Vulnerable Power Grids With Machine Learning

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3127042
Contributors: Odin Foldvik Eikeland; Inga Setsa Holmstrand; Sigurd Bakkejord; Matteo Chiesa; Filippo Maria Bianchi
Source: check_circle
Crossref

Snow Avalanche Segmentation in SAR Images With Fully Convolutional Neural Networks

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021 | Journal article
DOI: 10.1109/JSTARS.2020.3036914
Contributors: Filippo Maria Bianchi; Jakob Grahn; Markus Eckerstorfer; Eirik Malnes; Hannah Vickers
Source: check_circle
Crossref

Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series

IEEE Transactions on Neural Networks and Learning Systems
2021-05 | Journal article
DOI: 10.1109/TNNLS.2020.3001377
Contributors: Filippo Maria Bianchi; Simone Scardapane; Sigurd Lokse; Robert Jenssen
Source: check_circle
Crossref

Estimation of Excess Mortality and Years of Life Lost to COVID-19 in Norway and Sweden between March and November 2020

International Journal of Environmental Research and Public Health
2021-04-08 | Journal article
DOI: 10.3390/ijerph18083913
Contributors: Martin Rypdal; Kristoffer Rypdal; Ola Løvsletten; Sigrunn Holbek Sørbye; Elinor Ytterstad; Filippo Maria Bianchi
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Predicting Energy Demand in Semi-Remote Arctic Locations

Energies
2021-02-03 | Journal article
DOI: 10.3390/en14040798
Contributors: Odin Foldvik Eikeland; Filippo Maria Bianchi; Harry Apostoleris; Morten Hansen; Yu-Cheng Chiou; Matteo Chiesa
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Intervention Fatigue is the Primary Cause of Strong Secondary Waves in the COVID-19 Pandemic

International Journal of Environmental Research and Public Health
2020-12-21 | Journal article
DOI: 10.3390/ijerph17249592
Contributors: Kristoffer Rypdal; Filippo Maria Bianchi; Martin Rypdal
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Large-Scale Detection and Categorization of Oil Spills from SAR Images with Deep Learning

Remote Sensing
2020-07-14 | Journal article
DOI: 10.3390/rs12142260
Contributors: Filippo Maria Bianchi; Martine M. Espeseth; Njål Borch
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Novel Algorithm for Online Inexact String Matching and its FPGA Implementation

Cognitive Computation
2020-03-14 | Journal article
DOI: 10.1007/s12559-019-09646-y
Contributors: Alessandro Cinti; Filippo Maria Bianchi; Alessio Martino; Antonello Rizzi
Source: check_circle
Crossref

Learning representations of multivariate time series with missing data

Pattern Recognition
2019-12 | Journal article
DOI: 10.1016/j.patcog.2019.106973
Contributors: Filippo Maria Bianchi; Lorenzo Livi; Karl Øyvind Mikalsen; Michael Kampffmeyer; Robert Jenssen
Source: check_circle
Crossref

Noisy multi-label semi-supervised dimensionality reduction

Pattern Recognition
2019-06 | Journal article
DOI: 10.1016/j.patcog.2019.01.033
Contributors: Karl Øyvind Mikalsen; Cristina Soguero-Ruiz; Filippo Maria Bianchi; Robert Jenssen
Source: check_circle
Crossref

Deep divergence-based approach to clustering

Neural Networks
2019-05 | Journal article
DOI: 10.1016/j.neunet.2019.01.015
Contributors: Michael Kampffmeyer; Sigurd Løkse; Filippo M. Bianchi; Lorenzo Livi; Arnt-Børre Salberg; Robert Jenssen
Source: check_circle
Crossref

Outlier classification using autoencoders: Application for fluctuation driven flows in fusion plasmas

Review of Scientific Instruments
2019-01 | Journal article
DOI: 10.1063/1.5049519
Contributors: R. Kube; F. M. Bianchi; D. Brunner; B. LaBombard
Source: check_circle
Crossref

The deep kernelized autoencoder

Applied Soft Computing
2018-10 | Journal article
DOI: 10.1016/j.asoc.2018.07.029
Contributors: Michael Kampffmeyer; Sigurd Løkse; Filippo M. Bianchi; Robert Jenssen; Lorenzo Livi
Source: check_circle
Crossref

A Clustering Approach to Heterogeneous Change Detection

2017 | Book chapter
DOI: 10.1007/978-3-319-59129-2_16
Contributors: Luigi Tommaso Luppino; Stian Normann Anfinsen; Gabriele Moser; Robert Jenssen; Filippo Maria Bianchi; Sebastiano Serpico; Gregoire Mercier
Source: check_circle
Crossref

Deep Kernelized Autoencoders

2017 | Book chapter
DOI: 10.1007/978-3-319-59126-1_35
Contributors: Michael Kampffmeyer; Sigurd Løkse; Filippo M. Bianchi; Robert Jenssen; Lorenzo Livi
Source: check_circle
Crossref

Spectral Clustering Using PCKID – A Probabilistic Cluster Kernel for Incomplete Data

2017 | Book chapter
DOI: 10.1007/978-3-319-59126-1_36
Contributors: Sigurd Løkse; Filippo M. Bianchi; Arnt-Børre Salberg; Robert Jenssen
Source: check_circle
Crossref

Training Echo State Networks with Regularization Through Dimensionality Reduction

Cognitive Computation
2017-06-13 | Journal article
DOI: 10.1007/s12559-017-9450-z
Contributors: Sigurd Løkse; Filippo Maria Bianchi; Robert Jenssen
Source: check_circle
Crossref

An agent-based algorithm exploiting multiple local dissimilarities for clusters mining and knowledge discovery

Soft Computing
2017-03-01 | Journal article
DOI: 10.1007/s00500-015-1876-1
Contributors: Filippo Maria Bianchi; Enrico Maiorino; Lorenzo Livi; Antonello Rizzi; Alireza Sadeghian
Source: check_circle
Crossref

Granular Computing Techniques for Classification and Semantic Characterization of Structured Data

Cognitive Computation
2015-12-28 | Journal article
DOI: 10.1007/s12559-015-9369-1
Source: check_circle
Crossref

Prediction of telephone calls load using Echo State Network with exogenous variables

Neural Networks
2015-11-01 | Journal article
DOI: 10.1016/j.neunet.2015.08.010
Contributors: Filippo Maria Bianchi; Simone Scardapane; Aurelio Uncini; Antonello Rizzi; Alireza Sadeghian
Source: check_circle
Crossref
How many people are using ORCID?