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Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling In corso di stampa Alippi C. +
Distributed Deep Convolutional Neural Networks for the Internet-of-Things In corso di stampa Disabato S.Roveri M.Alippi C.
Graph Neural Networks with Convolutional ARMA Filters In corso di stampa Alippi C. +
Input-to-State Representation in Linear Reservoirs Dynamics In corso di stampa Alippi C. +
Taming Local Effects in Graph-based Spatiotemporal Forecasting 1-gen-2023 Cesare Alippi +
Hashing for Structure-Based Anomaly Detection 1-gen-2023 Leveni F.Magri L.Alippi C.Boracchi G.
Event Detection in Optical Signals via Domain Adaptation 1-gen-2023 Rizzo A. M.Magri L.Aquaro G.Binetti S.Alippi C.Boracchi G. +
Peak shaving in distribution networks using stationary energy storage systems: A Swiss case study 1-gen-2023 Alippi, Cesare +
Sparse Graph Learning from Spatiotemporal Time Series 1-gen-2023 Cesare Alippi +
Event-triggered robust control for multi-player nonzero-sum games with input constraints and mismatched uncertainties 1-gen-2023 Alippi, C +
Anomaly Detection in Optical Spectra Via Joint Optimization 1-gen-2023 Rizzo, Antonino MariaMagri, LucaAlippi, CesareBoracchi, Giacomo +
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations 1-gen-2022 Cesare Alippi +
AZ-whiteness test: a test for uncorrelated noise on spatio-temporal graphs 1-gen-2022 Cesare Alippi +
AUTOMATIC TREND IDENTIFICATION AND ANOMALY DETECTION IN OPTICAL CHANNEL MONITORING SPECTRUM 1-gen-2022 C. AlippiG. BoracchiA. M. RizzoL. Magri +
A transfer-learning approach for corrosion prediction in pipeline infrastructures 1-gen-2022 Canonaco G.Roveri M.Alippi C. +
Graph Neural Networks for High-Level Synthesis Design Space Exploration 1-gen-2022 Alippi, Cesare +
Understanding Catastrophic Forgetting of Gated Linear Networks in Continual Learning 1-gen-2022 Alippi, C +
Seizure localisation with attention-based graph neural networks 1-gen-2022 Cesare Alippi +
Graph iForest: Isolation of anomalous and outlier graphs 1-gen-2022 Alippi, C +
Spatio-Temporal Graph Neural Networks for Aggregate Load Forecasting 1-gen-2022 Alippi, C +
Known and unknown event detection in OTDR traces by deep learning networks 1-gen-2022 Rizzo, AMMagri, LAlippi, CBinetti, SBoracchi, G +
Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning 1-gen-2022 Alippi, Cesare +
AI, Machine Learning e Data Mining 1-gen-2022 Andrea BonariniCesare AlippiMArco ColombettiFrancesco AmigoniGiacomo BoracchiVincenzo CagliotiGiuseppina GiniDaniele LoiaconoMatteo MatteucciMarcello RestelliManuel RoveriViola Schiaffonati
Understanding Pooling in Graph Neural Networks 1-gen-2022 Alippi, Cesare +
Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects 1-gen-2022 Alippi, C +
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks 1-gen-2021 Cesare Alippi +
Deep learning for time series forecasting: The electric load case 1-gen-2021 Cesare Alippi +
PIF: Anomaly detection via preference embedding 1-gen-2021 Filippo LeveniLuca MagriGiacomo BoracchiCesare Alippi
Learn to synchronize, synchronize to learn 1-gen-2021 Alippi, Cesare +
A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures 1-gen-2021 Canonaco, GiuseppeRoveri, ManuelAlippi, Cesare +
Gaussian approximation for bias reduction in Q-learning 1-gen-2021 D'Eramo C.Nuara A.Pirotta M.Alippi C.Restelli M. +
Event-Detection Deep Neural Network for OTDR Trace Analysis 1-gen-2021 Boracchi, GiacomoAlippi, Cesare +
A deep learning-based COVID-19 automatic diagnostic framework using chest X-ray images 1-gen-2021 Alippi, Cesare +
Graph Neural Networks in TensorFlow and Keras with Spektral 1-gen-2021 Alippi C. +
Data-based fault tolerant control for affine nonlinear systems through particle swarm optimized neural networks 1-gen-2020 Alippi C. +
Spectral Clustering with Graph Neural Networks for Graph Pooling 1-gen-2020 C. Alippi +
Corrosion prediction in oil and gas pipelines: A machine learning approach 1-gen-2020 Canonaco G.Roveri M.Alippi C. +
Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure 1-gen-2020 Alippi, Cesare +
Cluster-based Aggregate Load Forecasting with Deep Neural Networks 1-gen-2020 Alippi C. +
Graph Random Neural Features for Distance-Preserving Graph Representations 1-gen-2020 C. Alippi +
Change-point methods on a sequence of graphs 1-gen-2019 Alippi C. +
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds 1-gen-2019 Alippi, Cesare +
Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere 1-gen-2019 Alippi C. +
Computational Intelligence in the Time of Cyber-Physical Systems and the Internet of Things 1-gen-2019 Alippi, Cesare +
Adversarial autoencoders with constant-curvature latent manifolds 1-gen-2019 Alippi C. +
Autoregressive Models for Sequences of Graphs 1-gen-2019 Alippi C. +
One-Class Classifiers Based on Entropic Spanning Graphs 1-gen-2018 ALIPPI, CESARE +
Moving Convolutional Neural Networks to Embedded Systems: The AlexNet and VGG-16 Case 1-gen-2018 Alippi, CesareDISABATO, SIMONERoveri, Manuel
A characterization of the edge of criticality in binary echo state networks 1-gen-2018 Alippi, Cesare +
Concept Drift and Anomaly Detection in Graph Streams 1-gen-2018 Alippi, Cesare +
Mostrati risultati da 1 a 50 di 237
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