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Publications of "Davide Anguita" ( http://dblp.L3S.de/Authors/Davide_Anguita )

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Publication years (Num. hits)
1991-2000 (17) 2001-2006 (16) 2007-2011 (20) 2012-2013 (17) 2014-2015 (20) 2016 (16) 2017-2018 (22) 2019-2020 (8)
Publication types (Num. hits)
article(56) inproceedings(79) proceedings(1)
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Found 137 publication records. Showing 136 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Luca Oneto, Nicolò Navarin, Alessandro Sperduti, Davide Anguita (eds.) Recent Advances in Big Data and Deep Learning, Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019. Search on Bibsonomy INNSBDDL The full citation details ... 2020 DBLP  BibTeX  RDF
1Luca Oneto, Sandro Ridella, Davide Anguita Local Rademacher Complexity Machine. Search on Bibsonomy Neurocomputing The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alessandro Lulli, Luca Oneto, Davide Anguita Mining Big Data with Random Forests. Search on Bibsonomy Cognitive Computation The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Udo Schlegel, Wolfgang Jentner, Juri Buchmüller, Eren Cakmak, Giuliano Castiglia, Renzo Canepa, Simone Petralli, Luca Oneto, Daniel A. Keim, Davide Anguita Visual Analytics for Supporting Conflict Resolution in Large Railway Networks. Search on Bibsonomy INNSBDDL The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Roberto Spigolon, Luca Oneto, Dimitar Anastasovski, Nadia Fabrizio, Marie Swiatek, Renzo Canepa, Davide Anguita Improving Railway Maintenance Actions with Big Data and Distributed Ledger Technologies. Search on Bibsonomy INNSBDDL The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Irene Buselli, Paolo Sanetti, Renzo Canepa, Simone Petralli, Davide Anguita Restoration Time Prediction in Large Scale Railway Networks: Big Data and Interpretability. Search on Bibsonomy INNSBDDL The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Francesca Cipollini, Fabiana Miglianti, Luca Oneto, Giorgio Tani, Michele Viviani, Davide Anguita Cavitation Noise Spectra Prediction with Hybrid Models. Search on Bibsonomy INNSBDDL The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Irene Buselli, Alessandro Lulli, Renzo Canepa, Simone Petralli, Davide Anguita Train Overtaking Prediction in Railway Networks: A Big Data Perspective. Search on Bibsonomy INNSBDDL The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Nicolò Navarin, Michele Donini, Sandro Ridella, Alessandro Sperduti, Fabio Aiolli, Davide Anguita Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Francesca Cipollini, Luca Oneto, Andrea Coraddu, Alan John Murphy, Davide Anguita Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback. Search on Bibsonomy Rel. Eng. & Sys. Safety The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Federica Laureri, Michela Robba, Federico Delfino, Davide Anguita Data-Driven Photovoltaic Power Production Nowcasting and Forecasting for Polygeneration Microgrids. Search on Bibsonomy IEEE Systems Journal The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Emanuele Fumeo, Giorgio Clerico, Renzo Canepa, Federico Papa, Carlo Dambra, Nadia Mazzino, Davide Anguita Train Delay Prediction Systems: A Big Data Analytics Perspective. Search on Bibsonomy Big Data Research The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Nicolò Navarin, Alessandro Sperduti, Davide Anguita Multilayer Graph Node Kernels: Stacking While Maintaining Convexity. Search on Bibsonomy Neural Processing Letters The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Francesca Cipollini, Sandro Ridella, Davide Anguita Randomized learning: Generalization performance of old and new theoretically grounded algorithms. Search on Bibsonomy Neurocomputing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Alessandro Lulli, Luca Oneto, Renzo Canepa, Simone Petralli, Davide Anguita Large-Scale Railway Networks Train Movements: A Dynamic, Interpretable, and Robust Hybrid Data Analytics System. Search on Bibsonomy DSAA The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Nicolò Navarin, Michele Donini, Davide Anguita Emerging trends in machine learning: beyond conventional methods and data. Search on Bibsonomy ESANN The full citation details ... 2018 DBLP  BibTeX  RDF
1Luca Oneto, Sandro Ridella, Davide Anguita Local Rademacher Complexity Machine. Search on Bibsonomy ESANN The full citation details ... 2018 DBLP  BibTeX  RDF
1Francesca Cipollini, Luca Oneto, Andrea Coraddu, Stefano Savio, Davide Anguita Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents. Search on Bibsonomy INNS Conference on Big Data The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Emanuele Fumeo, Giorgio Clerico, Renzo Canepa, Federico Papa, Carlo Dambra, Nadia Mazzino, Davide Anguita Dynamic Delay Predictions for Large-Scale Railway Networks: Deep and Shallow Extreme Learning Machines Tuned via Thresholdout. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics: Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Sandro Ridella, Davide Anguita Differential privacy and generalization: Sharper bounds with applications. Search on Bibsonomy Pattern Recognition Letters The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Nicolò Navarin, Michele Donini, Alessandro Sperduti, Fabio Aiolli, Davide Anguita Measuring the expressivity of graph kernels through Statistical Learning Theory. Search on Bibsonomy Neurocomputing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Isah A. Lawal, Fabio Poiesi, Davide Anguita, Andrea Cavallaro Support Vector Motion Clustering. Search on Bibsonomy IEEE Trans. Circuits Syst. Video Techn. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita Semi-supervised Learning for Affective Common-Sense Reasoning. Search on Bibsonomy Cognitive Computation The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita SLT-Based ELM for Big Social Data Analysis. Search on Bibsonomy Cognitive Computation The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Nicolò Navarin, Alessandro Sperduti, Davide Anguita Deep graph node kernels: A convex approach. Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alessandro Lulli, Luca Oneto, Davide Anguita Crack random forest for arbitrary large datasets. Search on Bibsonomy BigData The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Anna Siri, Gianvittorio Luria, Davide Anguita Dropout Prediction at University of Genoa: a Privacy Preserving Data Driven Approach. Search on Bibsonomy ESANN The full citation details ... 2017 DBLP  BibTeX  RDF
1Luca Oneto, Sandro Ridella, Davide Anguita Generalization Performances of Randomized Classifiers and Algorithms built on Data Dependent Distributions. Search on Bibsonomy ESANN The full citation details ... 2017 DBLP  BibTeX  RDF
1Alessandro Lulli, Luca Oneto, Davide Anguita ReForeSt: Random Forests in Apache Spark. Search on Bibsonomy ICANN (2) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Andrea Coraddu, Paolo Sanetti, Olena Karpenko, Francesca Cipollini, Toine Cleophas, Davide Anguita Marine Safety and Data Analytics: Vessel Crash Stop Maneuvering Performance Prediction. Search on Bibsonomy ICANN (2) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates. Search on Bibsonomy Neural Processing Letters The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Davide Anguita, Sandro Ridella A local Vapnik-Chervonenkis complexity. Search on Bibsonomy Neural Networks The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Davide Anguita, Sandro Ridella PAC-bayesian analysis of distribution dependent priors: Tighter risk bounds and stability analysis. Search on Bibsonomy Pattern Recognition Letters The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Federica Bisio, Erik Cambria, Davide Anguita Statistical Learning Theory and ELM for Big Social Data Analysis. Search on Bibsonomy IEEE Comp. Int. Mag. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Mehrnoosh Vahdat, Luca Oneto, Davide Anguita, Mathias Funk, Matthias Rauterberg Can machine learning explain human learning? Search on Bibsonomy Neurocomputing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jorge Luis Reyes-Ortiz, Luca Oneto, Albert Samà, Xavier Parra, Davide Anguita Transition-Aware Human Activity Recognition Using Smartphones. Search on Bibsonomy Neurocomputing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Sandro Ridella, Davide Anguita Learning Hardware-Friendly Classifiers Through Algorithmic Stability. Search on Bibsonomy ACM Trans. Embedded Comput. Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Sandro Ridella, Davide Anguita Tikhonov, Ivanov and Morozov regularization for support vector machine learning. Search on Bibsonomy Machine Learning The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Davide Anguita, Andrea Coraddu, Toine Cleophas, Katerina Xepapa Vessel monitoring and design in industry 4.0: A data driven perspective. Search on Bibsonomy RTSI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Emanuele Fumeo, Giorgio Clerico, Renzo Canepa, Federico Papa, Carlo Dambra, Nadia Mazzino, Davide Anguita Advanced Analytics for Train Delay Prediction Systems by Including Exogenous Weather Data. Search on Bibsonomy DSAA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Mehrnoosh Vahdat, Maira B. Carvalho, Mathias Funk, Matthias Rauterberg, Jun Hu 0001, Davide Anguita Learning Analytics for a Puzzle Game to Discover the Puzzle-Solving Tactics of Players. Search on Bibsonomy EC-TEL The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Nicolò Navarin, Michele Donini, Alessandro Sperduti, Fabio Aiolli, Davide Anguita Measuring the Expressivity of Graph Kernels through the Rademacher Complexity. Search on Bibsonomy ESANN The full citation details ... 2016 DBLP  BibTeX  RDF
1Ilenia Orlandi, Luca Oneto, Davide Anguita Random Forests Model Selection. Search on Bibsonomy ESANN The full citation details ... 2016 DBLP  BibTeX  RDF
1Luca Oneto, Sandro Ridella, Davide Anguita Tuning the Distribution Dependent Prior in the PAC-Bayes Framework based on Empirical Data. Search on Bibsonomy ESANN The full citation details ... 2016 DBLP  BibTeX  RDF
1Luca Oneto, Nicolò Navarin, Michele Donini, Fabio Aiolli, Davide Anguita Advances in Learning with Kernels: Theory and Practice in a World of growing Constraints. Search on Bibsonomy ESANN The full citation details ... 2016 DBLP  BibTeX  RDF
1Luca Oneto, Emanuele Fumeo, Giorgio Clerico, Renzo Canepa, Federico Papa, Carlo Dambra, Nadia Mazzino, Davide Anguita Delay Prediction System for Large-Scale Railway Networks Based on Big Data Analytics. Search on Bibsonomy INNS Conference on Big Data The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita Fully Empirical and Data-Dependent Stability-Based Bounds. Search on Bibsonomy IEEE Trans. Cybernetics The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples. Search on Bibsonomy Neural Networks The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency. Search on Bibsonomy Neurocomputing The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita Shrinkage learning to improve SVM with hints. Search on Bibsonomy IJCNN The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters. Search on Bibsonomy IJCNN The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita Fast convergence of extended Rademacher Complexity bounds. Search on Bibsonomy IJCNN The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Ilenia Orlandi, Davide Anguita Performance assessment and uncertainty quantification of predictive models for smart manufacturing systems. Search on Bibsonomy BigData The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mehrnoosh Vahdat, Luca Oneto, Davide Anguita, Mathias Funk, Matthias Rauterberg A Learning Analytics Approach to Correlate the Academic Achievements of Students with Interaction Data from an Educational Simulator. Search on Bibsonomy EC-TEL The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mehrnoosh Vahdat, Luca Oneto, Alessandro Ghio, Davide Anguita, Mathias Funk, Matthias Rauterberg Human Algorithmic Stability and Human Rademacher Complexity. Search on Bibsonomy ESANN The full citation details ... 2015 DBLP  BibTeX  RDF
1Luca Oneto, Bernardo Pilarz, Alessandro Ghio, Davide Anguita Model Selection for Big Data: Algorithmic Stability and Bag of Little Bootstraps on GPUs. Search on Bibsonomy ESANN The full citation details ... 2015 DBLP  BibTeX  RDF
1Mehrnoosh Vahdat, Alessandro Ghio, Luca Oneto, Davide Anguita, Mathias Funk, Matthias Rauterberg Advances in learning analytics and educational data mining. Search on Bibsonomy ESANN The full citation details ... 2015 DBLP  BibTeX  RDF
1Emanuele Fumeo, Luca Oneto, Davide Anguita Condition Based Maintenance in Railway Transportation Systems Based on Big Data Streaming Analysis. Search on Bibsonomy INNS Conference on Big Data The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Jorge Luis Reyes-Ortiz, Luca Oneto, Davide Anguita Big Data Analytics in the Cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf. Search on Bibsonomy INNS Conference on Big Data The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella A Deep Connection Between the Vapnik-Chervonenkis Entropy and the Rademacher Complexity. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella Unlabeled patterns to tighten Rademacher complexity error bounds for kernel classifiers. Search on Bibsonomy Pattern Recognition Letters The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities. Search on Bibsonomy IJCNN The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Sandro Ridella, Jorge Luis Reyes-Ortiz, Davide Anguita Out-of-Sample Error Estimation: The Blessing of High Dimensionality. Search on Bibsonomy ICDM Workshops The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Mehrnoosh Vahdat, Luca Oneto, Alessandro Ghio, Giuliano Donzellini, Davide Anguita, Mathias Funk, Matthias Rauterberg A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator. Search on Bibsonomy EC-TEL The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella Learning with few bits on small-scale devices: From regularization to energy efficiency. Search on Bibsonomy ESANN The full citation details ... 2014 DBLP  BibTeX  RDF
1Jorge Luis Reyes-Ortiz, Luca Oneto, Alessandro Ghio, Albert Samà, Davide Anguita, Xavier Parra Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions. Search on Bibsonomy ICANN The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Luca Ghelardoni, Alessandro Ghio, Davide Anguita Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression. Search on Bibsonomy IEEE Trans. Smart Grid The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Alessandro Ghio, Davide Anguita, Sandro Ridella An improved analysis of the Rademacher data-dependent bound using its self bounding property. Search on Bibsonomy Neural Networks The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz Energy Efficient Smartphone-Based Activity Recognition using Fixed-Point Arithmetic. Search on Bibsonomy J. UCS The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella A support vector machine classifier from a bit-constrained, sparse and localized hypothesis space. Search on Bibsonomy IJCNN The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella Some results about the Vapnik-Chervonenkis entropy and the rademacher complexity. Search on Bibsonomy IJCNN The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Jorge Luis Reyes-Ortiz, Alessandro Ghio, Xavier Parra, Davide Anguita, Joan Cabestany, Andreu Català Human Activity and Motion Disorder Recognition: towards smarter Interactive Cognitive Environments. Search on Bibsonomy ESANN The full citation details ... 2013 DBLP  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz A Public Domain Dataset for Human Activity Recognition using Smartphones. Search on Bibsonomy ESANN The full citation details ... 2013 DBLP  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella A Learning Machine with a Bit-Based Hypothesis Space. Search on Bibsonomy ESANN The full citation details ... 2013 DBLP  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Jorge Luis Reyes-Ortiz, Sandro Ridella A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers. Search on Bibsonomy ICANN The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz Training Computationally Efficient Smartphone-Based Human Activity Recognition Models. Search on Bibsonomy ICANN The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella In-sample Model Selection for Trimmed Hinge Loss Support Vector Machine. Search on Bibsonomy Neural Processing Letters The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella Structural Risk Minimization and Rademacher Complexity for Regression. Search on Bibsonomy ESANN The full citation details ... 2012 DBLP  BibTeX  RDF
1Davide Anguita, Luca Ghelardoni, Alessandro Ghio, Luca Oneto, Sandro Ridella The 'K' in K-fold Cross Validation. Search on Bibsonomy ESANN The full citation details ... 2012 DBLP  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine. Search on Bibsonomy IWAAL The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella Rademacher Complexity and Structural Risk Minimization: An Application to Human Gene Expression Datasets. Search on Bibsonomy ICANN (2) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Alessandro Ghio, Davide Anguita, Luca Oneto, Sandro Ridella, Carlotta Schatten Nested Sequential Minimal Optimization for Support Vector Machines. Search on Bibsonomy ICANN (2) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Luca Carlino, Alessandro Ghio, Sandro Ridella A FPGA Core Generator for Embedded Classification Systems. Search on Bibsonomy Journal of Circuits, Systems, and Computers The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Sandro Ridella Maximal Discrepancy for Support Vector Machines. Search on Bibsonomy Neurocomputing The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella In-sample model selection for Support Vector Machines. Search on Bibsonomy IJCNN The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella Selecting the hypothesis space for improving the generalization ability of Support Vector Machines. Search on Bibsonomy IJCNN The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella Maximal Discrepancy vs. Rademacher Complexity for error estimation. Search on Bibsonomy ESANN The full citation details ... 2011 DBLP  BibTeX  RDF
1Davide Anguita, Luca Ghelardoni, Alessandro Ghio, Sandro Ridella Test error bounds for classifiers: A survey of old and new results. Search on Bibsonomy FOCI The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, Paolo Gastaldo, Davide Anguita Using unsupervised analysis to constrain generalization bounds for support vector classifiers. Search on Bibsonomy IEEE Trans. Neural Networks The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Noemi Greco, Luca Oneto, Sandro Ridella Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory. Search on Bibsonomy IJCNN The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Sandro Ridella Maximal Discrepancy for Support Vector Machines. Search on Bibsonomy ESANN The full citation details ... 2010 DBLP  BibTeX  RDF
1Bogdan Gabrys, Davide Anguita Nature-inspired learning and adaptive systems. Search on Bibsonomy Natural Computing The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Sandro Ridella, Dario Sterpi K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines. Search on Bibsonomy DMIN The full citation details ... 2009 DBLP  BibTeX  RDF
1Cecilio Angulo, Davide Anguita, Luis González Abril, Juan Antonio Ortega Support vector machines for interval discriminant analysis. Search on Bibsonomy Neurocomputing The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Alessandro Ghio, Stefano Pischiutta, Sandro Ridella A support vector machine with integer parameters. Search on Bibsonomy Neurocomputing The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Davide Brizzolara, Alessandro Ghio, Giancarlo Parodi Smart Plankton: a Nature Inspired Underwater Wireless Sensor Network. Search on Bibsonomy ICNC (7) The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Enrique Alba, Davide Anguita, Alessandro Ghio, Sandro Ridella Using Variable Neighborhood Search to improve the Support Vector Machine performance in embedded automotive applications. Search on Bibsonomy IJCNN The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Davide Anguita, Davide Brizzolara, Alessandro Ghio, Giancarlo Parodi Smart plankton - a new generation of underwater wireless sensor network. Search on Bibsonomy ALIFE The full citation details ... 2008 DBLP  BibTeX  RDF
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