Alessio Micheli
Orcid: 0000-0001-5764-5238
According to our database1,
Alessio Micheli
authored at least 156 papers
between 2000 and 2024.
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Bibliography
2024
Guest Editorial: Deep Neural Networks for Graphs: Theory, Models, Algorithms, and Applications.
IEEE Trans. Neural Networks Learn. Syst., April, 2024
2023
Neural Comput. Appl., December, 2023
PyDGN: a Python Library for Flexible and Reproducible Research on Deep Learning for Graphs.
J. Open Source Softw., October, 2023
Exploiting the structure of biochemical pathways to investigate dynamical properties with neural networks for graphs.
Bioinform., October, 2023
Neurocomputing, 2023
Proceedings of the Graph-Based Representations in Pattern Recognition, 2023
2022
Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing.
IEEE Trans. Neural Networks Learn. Syst., 2022
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview.
Neurocomputing, 2022
On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies.
Comput. Sci. Inf. Syst., 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Benchmarking Reservoir and Recurrent Neural Networks for Human State and Activity Recognition.
Proceedings of the Advances in Computational Intelligence, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence.
Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021
2020
Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020
EchoBay: Design and Optimization of Echo State Networks under Memory and Time Constraints.
ACM Trans. Archit. Code Optim., 2020
J. Mach. Learn. Res., 2020
Neurocomputing, 2020
Accelerating the identification of informative reduced representations of proteins with deep learning for graphs.
CoRR, 2020
Machine learning approaches for identifying prey handling activity in otariid pinnipeds.
CoRR, 2020
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
A Preliminary Investigation of Machine Learning Approaches for Mobility Monitoring from Smartphone Data.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
Proceedings of the Biomedical Engineering Systems and Technologies, 2020
Prediction of Dynamical Properties of Biochemical Pathways with Graph Neural Networks.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Neural Networks Learn. Syst., 2019
Comput. Intell., 2019
Proceedings of the Advances in Computational Intelligence, 2019
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019
Proceedings of the Recent Trends in Learning From Data, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
Reliability and human factors in Ambient Assisted Living environments - The DOREMI case study.
J. Reliab. Intell. Environ., 2017
Eng. Appl. Artif. Intell., 2017
Appl. Artif. Intell., 2017
Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the Third Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2017 co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017
2016
Dataset, May, 2016
Human activity recognition using multisensor data fusion based on Reservoir Computing.
J. Ambient Intell. Smart Environ., 2016
Proceedings of the Ambient Intelligence - Software and Applications, 2016
Detecting Socialization Events in Ageing People: The Experience of the DOREMI Project.
Proceedings of the 12th International Conference on Intelligent Environments, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the Artificial Intelligence for Ambient Assisted Living 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), 2016
2015
Neurocomputing, 2015
Eng. Appl. Artif. Intell., 2015
Preliminary Experimental Analysis of Reservoir Computing Approach for Balance Assessment.
Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015
Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015
Proceedings of the Parallel Computing: On the Road to Exascale, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Smart Environments and Context-Awareness for Lifestyle Management in a Healthy Active Ageing Framework.
Proceedings of the Progress in Artificial Intelligence, 2015
2014
An experimental characterization of reservoir computing in ambient assisted living applications.
Neural Comput. Appl., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 5th International Conference on Information, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
2013
Compositional Generative Mapping for Tree-Structured Data - Part II: Topographic Projection Model.
IEEE Trans. Neural Networks Learn. Syst., 2013
Neurocomputing, 2013
Forecast-Driven Enhancement of Received Signal Strength (RSS)-Based Localization Systems.
ISPRS Int. J. Geo Inf., 2013
Intelligenza Artificiale, 2013
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013
Proceedings of the Ambient Intelligence - Software and Applications, 2013
Proceedings of the Evaluating AAL Systems Through Competitive Benchmarking, 2013
2012
Compositional Generative Mapping for Tree-Structured Data - Part I: Bottom-Up Probabilistic Modeling of Trees.
IEEE Trans. Neural Networks Learn. Syst., 2012
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012
Proceedings of the 10th IFAC Symposium on Robot Control, SyRoCo 2012, Dubrovnik, Croatia, 2012
Proceedings of the Ambient Intelligence - Software and Applications, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
2011
Proceedings of the Neural Nets WIRN11, 2011
User Movements Forecasting by Reservoir Computing Using Signal Streams Produced by Mote-Class Sensors.
Proceedings of the Mobile Lightweight Wireless Systems, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
Recursive Neural Networks for Cheminformatics: QSPR for Polymeric Compounds (Towards Biomaterials Design).
Proceedings of the Computational Intelligence and Bioengineering, 2009
IEEE Trans. Neural Networks, 2009
Artif. Intell. Medicine, 2009
2007
Adaptive Contextual Processing of Structured Data by Recursive Neural Networks: A Survey of Computational Properties.
Proceedings of the Perspectives of Neural-Symbolic Integration, 2007
Generative Kernels for Gene Function Prediction Through Probabilistic Tree Models of Evolution.
Proceedings of the Applications of Fuzzy Sets Theory, 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04., 2007
2006
Predicting Physical-Chemical Properties of Compounds from Molecular Structures by Recursive Neural Networks.
J. Chem. Inf. Model., 2006
2005
Neural Comput., 2005
A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains.
Neurocomputing, 2005
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005
2004
IEEE Trans. Neural Networks, 2004
Neurocomputing, 2004
A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS.
Proceedings of the Biological and Artificial Intelligence Environments, 2004
A preliminary experimental comparison of recursive neural networks and a tree kernel method for QSAR/QSPR regression tasks.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
2003
QSAR/QSPR Studies by Kernel Machines, Recursive Neural Networks and Their Integration.
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003
Formal Determination of Context in Contextual Recursive Cascade Correlation Networks.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
2002
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
2001
Analysis of the Internal Representations Developed by Neural Networks for Structures Applied to Quantitative Structure-Activity Relationship Studies of Benzodiazepines.
J. Chem. Inf. Comput. Sci., 2001
2000
Appl. Intell., 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000