Paolo Frasconi
Orcid: 0000-0003-3117-9245Affiliations:
- Università degli Studi di Firenze, Italy
According to our database1,
Paolo Frasconi
authored at least 134 papers
between 1991 and 2024.
Collaborative distances:
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Timeline
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Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on dsi.unifi.it
On csauthors.net:
Bibliography
2024
Biomed. Signal Process. Control., 2024
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2024
2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
J. Mach. Learn. Res., 2020
CONLON: A Pseudo-Song Generator Based on a New Pianoroll, Wasserstein Autoencoders, and Optimal Interpolations.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
2018
Far-HO: A Bilevel Programming Package for Hyperparameter Optimization and Meta-Learning.
CoRR, 2018
CoRR, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
Bioinform., 2016
2015
Proceedings of the Inductive Logic Programming - 25th International Conference, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
kLog: A Language for Logical and Relational Learning with Kernels (Extended Abstract).
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Computer-based automatic identification of neurons in gigavoxel-sized 3D human brain images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
J. Chem. Inf. Model., 2014
Large-scale automated identification of mouse brain cells in confocal light sheet microscopy images.
Bioinform., 2014
Artif. Intell., 2014
A HPC infrastructure for processing and visualizing neuro-anatomical images obtained by Confocal Light Sheet Microscopy.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning.
IEEE Trans. Intell. Transp. Syst., 2013
Intelligenza Artificiale, 2013
Artif. Intell., 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
2012
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Guest Editors' introduction - Special issue on inductive logic programming (ILP 2010).
Mach. Learn., 2012
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012
Metal Binding in Proteins: Machine Learning Complements X-Ray Absorption Spectroscopy.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
2011
MetalDetector v2.0: predicting the geometry of metal binding sites from protein sequence.
Nucleic Acids Res., 2011
Proceedings of the Inductive Logic Programming - 21st International Conference, 2011
Proceedings of the Inductive Logic Programming - 21st International Conference, 2011
2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
2009
Prediction of protein beta-residue contacts by Markov logic networks with grounding-specific weights.
Bioinform., 2009
2008
BMC Bioinform., 2008
MetalDetector: a web server for predicting metal-binding sites and disulfide bridges in proteins from sequence.
Bioinform., 2008
A semiparametric generative model for efficient structured-output supervised learning.
Ann. Math. Artif. Intell., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Probabilistic Inductive Logic Programming - Theory and Applications, 2008
Proceedings of the Inductive Logic Programming, 18th International Conference, 2008
On the Convergence of Protein Structure and Dynamics. Statistical Learning Studies of Pseudo Folding Pathways.
Proceedings of the Evolutionary Computation, 2008
2007
Proceedings of the Perspectives of Neural-Symbolic Integration, 2007
Classification of small molecules by two- and three-dimensional decomposition kernels.
Bioinform., 2007
Proceedings of the Inductive Logic Programming, 17th International Conference, 2007
2006
Nucleic Acids Res., 2006
J. Mach. Learn. Res., 2006
J. Comput. Biol., 2006
Kernel Machines, Neural Networks, and Graphical Models.
Intelligenza Artificiale, 2006
Improving Prediction of Zinc Binding Sites by Modeling the Linkage Between Residues Close in Sequence.
Proceedings of the Research in Computational Molecular Biology, 2006
Proceedings of the Workshop on Learning Structured Information in Natural Language Applications@EACL 2006, 2006
2005
IEEE Trans. Neural Networks, 2005
Wide coverage natural language processing using kernel methods and neural networks for structured data.
Pattern Recognit. Lett., 2005
Neural Networks, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
2004
IEEE Trans. Neural Networks, 2004
Disulfide connectivity prediction using recursive neural networks and evolutionary information.
Bioinform., 2004
Proceedings of the 13th international conference on World Wide Web, 2004
Protein Structure Assembly from Knowledge of <i>β</i> -Sheet Motifs and Secondary Structure.
Proceedings of the Biological and Artificial Intelligence Environments, 2004
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
2003
Predicting the Disulfide Bonding State of Cysteines with Combinations of Kernel Machines.
J. VLSI Signal Process., 2003
Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines.
Pattern Recognit., 2003
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Appl. Intell., 2003
A Recursive Connectionist Approach for Predicting Disulfide Connectivity in Proteins.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
A Combination of Support Vector Machines and Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction.
Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003
John Wiley, ISBN: 0-470-84906-1, 2003
2002
J. Intell. Inf. Syst., 2002
Cogn. Syst. Res., 2002
A two-stage SVM architecture for predicting the disulfide bonding state of cysteines.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
From Margins to Probabilities in Multiclass Learning Problems.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Enhancing First-Pass Attachment Prediction.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
A Bi-Recursive Neural Network Architecture for the Prediction of Protein Coarse Contact Maps.
Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002
2001
Guest Editors' Introduction: Special Section on Connectionist Models for Learning in Structured Domains.
IEEE Trans. Knowl. Data Eng., 2001
Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001
Image Document Categorization Using Hidden Tree Markov Models and Structured Representations.
Proceedings of the Advances in Pattern Recognition, 2001
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001
2000
Neurocomputing, 2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
Learning Efficiently with Neural Networks: A Theoretical Comparison between Structured and Flat Representations.
Proceedings of the ECAI 2000, 2000
1999
Bioinform., 1999
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999
1998
IEEE Trans. Neural Networks, 1998
Proceedings of the Hybrid Neural Systems, 1998
1997
Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of the Graphics Recognition, 1997
Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997
1996
Computational capabilities of local-feedback recurrent networks acting as finite-state machines.
IEEE Trans. Neural Networks, 1996
Mach. Learn., 1996
Decision Trellis Models for Tuple Categorization in Databases.
Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996
1995
IEEE Trans. Neural Networks, 1995
IEEE Trans. Neural Networks, 1995
Unified Integration of Explicit Knowledge and Learning by Example in Recurrent Networks.
IEEE Trans. Knowl. Data Eng., 1995
Recurrent neural networks and prior knowledge for sequence processing: a constrained nondeterministic approach.
Knowl. Based Syst., 1995
J. Artif. Intell. Res., 1995
1994
IEEE Trans. Neural Networks, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Inductive Inference of Regular Grammars Using Recurrent Networks: A Critical Analysis.
Proceedings of the ICLP 1994 Workshop W3: Logic and Reasoning with Neural Networks, 1994
1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
1992
Proceedings of the Second International Conference on Spoken Language Processing, 1992
1991
Proceedings of the Trends in Artificial Intelligence, 1991