| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Jing Ke, Yi Guo, Arcot Sowmya, Tomasz Bednarz |
A performance acceleration algorithm of spectral unmixing via subset selection.  |
ESANN  |
2017 |
DBLP BibTeX RDF |
|
| 1 | Maryam Abdollahyan, Fabrizio Smeraldi |
POKer: a Partial Order Kernel for Comparing Strings with Alternative Substrings. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Muthuvel Murugan Issakkimuthu, K. V. Subrahmanyam 0001 |
Invariant representations of images for better learning. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Wolfgang Groß, Sascha Lange, Joschka Bödecker, Manuel Blum 0002 |
Predicting Time Series with Space-Time Convolutional and Recurrent Neural Networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Sam Palmer, Denise Gorse |
Pseudo-analytical solutions for stochastic options pricing using Monte Carlo simulation and Breeding PSO-trained neural networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
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| 1 | Zahra Karevan, Yunlong Feng, Johan A. K. Suykens |
Moving Least Squares Support Vector Machines for weather temperature prediction. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Lluís Belanche, Marta R. Costa-jussà |
Bridging deep and kernel methods. |
ESANN |
2017 |
DBLP BibTeX RDF |
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| 1 | Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor |
Structure optimization for deep multimodal fusion networks using graph-induced kernels. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Bruno Ordozgoiti, Alberto Mozo, Sandra Gómez Canaval, Udi Margolin, Elisha J. Rosensweig, Itai Segall |
Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Siamak Mehrkanoon, Andreas Zell, Johan A. K. Suykens |
Scalable Hybrid Deep Neural Kernel Networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
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| 1 | Eleonora D'Andrea, Fabio Di Francesco, Valentina Dini, Beatrice Lazzerini, Marco Romanelli 0001, Pietro Salvo |
Physical activity recognition from sub-bandage sensors using both feature selection and extraction. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Charlotte Revel, Yannick Deville, Véronique Achard, Xavier Briottet |
Impact of the initialisation of a blind unmixing method dealing with intra-class variability. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Henry W. J. Reeve, Gavin Brown 0001 |
Degrees of Freedom in Regression Ensembles. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Edna Milgo, Nixon K. Ronoh, Peter Waiganjo Wagacha, Bernard Manderick |
Comparison of adaptive MCMC methods. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Luca Oneto, Anna Siri, Gianvittorio Luria, Davide Anguita |
Dropout Prediction at University of Genoa: a Privacy Preserving Data Driven Approach. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Michele Donini, Nicolò Navarin, Ivano Lauriola, Fabio Aiolli, Fabrizio Costa |
Fast hyperparameter selection for graph kernels via subsampling and multiple kernel learning. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Weam M. Binjumah, Alexey Redyuk, Rod Adams, Neil Davey, Yi Sun 0001 |
Investigating optical transmission error correction using wavelet transforms. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Yanyan Geng, Ru-Ze Liang, Weizhi Li, Jingbin Wang, Gaoyuan Liang, Chenhao Xu, Jingyan Wang |
Learning convolutional neural network to maximize Pos@Top performance measure. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Klaas Dijkstra, Jaap van de Loosdrecht, Lambert Schomaker, Marco A. Wiering |
Hyper-spectral frequency selection for the classification of vegetation diseases. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Rafael Adnet Pinho, Walkir Brito, Cláudia Lage Rebello da Motta, Priscila Lima 0001 |
Automatic crime report classi cation through a weightless neural network. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Stephan Baier, Sigurd Spieckermann, Volker Tresp |
Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Luca Oneto, Sandro Ridella, Davide Anguita |
Generalization Performances of Randomized Classifiers and Algorithms built on Data Dependent Distributions. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Van-Tinh Tran, Alex Aussem |
Reducing variance due to importance weighting in covariate shift bias correction. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Anders Søgaard |
Spikes as regularizers. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Andreu González-Calabuig, Georgina Faura, Manel del Valle |
High dimensionality voltammetric biosensor data processed with artificial neural networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Bac Nguyen, Carlos Morell 0001, Bernard De Baets |
Distance metric learning: a two-phase approach. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Alan Mosca, George D. Magoulas |
Training convolutional networks with weight-wise adaptive learning rates. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Massimo De Gregorio, Maurizio Giordano |
WiSARDrp for Change Detection in Video Sequences. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Milad Malekzadeh Shafaroudi, Jeffrey F. Queißer, Jochen J. Steil |
Imitation learning for a continuum trunk robot. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Carlos Eiras-Franco, Leslie Kanthan, Amparo Alonso-Betanzos, David Martínez-Rego |
Scalable approximate k-NN Graph construction based on Locality Sensitive Hashing. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Antonio D'Isanto, Kai Lars Polsterer |
Uncertain photometric redshifts via combining deep convolutional and mixture density networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Diego Carvalho 0001, Felipe M. G. França, Raul Barbosa, Douglas de O. Cardoso |
A neuro-symbolic approach to GPS trajectory classification. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Josef Feigl, Martin Bogdan |
Collaborative filtering with neural networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Pierre Borgnat, Etienne Côme, Latifa Oukhellou |
Processing, mining and visualizing massive urban data. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair |
Fusion of Stereo Vision for Pedestrian Recognition using Convolutional Neural Networks. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Ivano Lauriola, Michele Donini, Fabio Aiolli |
Learning dot-product polynomials for multiclass problems. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Matthieu Puigt, Gilles Delmaire, Gilles Roussel 0002 |
Environmental signal processing: new trends and applications. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Davide Bacciu, Michele Colombo, Davide Morelli, David Plans |
ELM Preference Learning for Physiological Data. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Eyal Ben Zion, Boaz Lerner |
Learning human behaviors and lifestyle by capturing temporal relations in mobility patterns. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Olli-Pekka Rinta-Koski, Simo Särkkä, Jaakko Hollmén, Markus Leskinen, Sture Andersson |
Prediction of preterm infant mortality with Gaussian process classification. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Stavros Timotheatos, Grigorios Tsagkatakis, Panagiotis Tsakalides, Panos E. Trahanias |
Feature Extraction and Learning for RSSI based Indoor Device Localization. |
ESANN |
2017 |
DBLP BibTeX RDF |
|
| 1 | Estelle M. Massart, Julien M. Hendrickx, Pierre-Antoine Absil |
Extending a two-variable mean to a multi-variable mean. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Gabriel Prat-Masramon, Lluís A. Belanche |
Instance and feature weighted k-nearest-neighbors algorithm. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Luca Oneto, Sandro Ridella, Davide Anguita |
Tuning the Distribution Dependent Prior in the PAC-Bayes Framework based on Empirical Data. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Faicel Chamroukhi |
Bayesian mixture of spatial spline regressions. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Viktor Losing, Barbara Hammer, Heiko Wersing |
Choosing the best algorithm for an incremental on-line learning task. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Jonas Degrave, Sander Dieleman, Joni Dambre, Francis Wyffels |
Spatial Chirp-Z Transformer Networks. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Michel Verleysen |
A state-space model on interactive dimensionality reduction. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit |
Multi-task learning for speech recognition: an overview. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Benoît Frénay, Bruno Dumas |
Information visualisation and machine learning: characteristics, convergence and perspective. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | José David Martín-Guerrero, Paulo J. G. Lisboa, Alfredo Vellido |
Physics and Machine Learning: Emerging Paradigms. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Martin Mundt, Sebastian Blaes, Thomas Burwick |
Feature binding in deep convolution networks with recurrences, oscillations, and top-down modulated dynamics. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Fernando Mateo, Emilio Soria-Olivas, Marcelino Martínez-Sober, Maria Tellez-Plaza, Juan Gómez-Sanchís, Josep Redon |
Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Matthieu Zimmer, Yann Boniface, Alain Dutech |
Neural fitted actor-critic. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Diego P. P. Mesquita, João P. P. Gomes, Leonardo Ramos Rodrigues |
K-means for Datasets with Missing Attributes: Building Soft Constraints with Observed and Imputed Values. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Fabio Aiolli, Mirko Polato |
Kernel based collaborative filtering for very large scale top-N item recommendation. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Claudio Gallicchio, Alessio Micheli |
Deep Reservoir Computing: A Critical Analysis. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Cynthia Faure, Jean-Marc Bardet, Madalina Olteanu, Jérôme Lacaille |
Comparison of three algorithms for parametric change-point detection. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Thiago de Paulo Faleiros, Alneu de Andrade Lopes |
On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
One-class classification algorithm based on convex hull. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Pekka Siirtola, Heli Koskimäki, Juha Röning |
From User-independent to Personal Human Activity Recognition Models Using Smartphone Sensors. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Witali Aswolinskiy, René Felix Reinhart, Jochen J. Steil |
Modelling of parameterized processes via regression in the model space. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas, Diego Rego-Fernández |
Distributed learning algorithm for feedforward neural networks. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Using a feature selection ensemble on DNA microarray datasets. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Cagatay Turkay, Aidan Slingsby, Kaisa Lahtinen, Sarah Butt, Jason Dykes |
Enhancing a social science model-building workflow with interactive visualisation. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Adrien Bibal, Benoît Frénay |
Interpretability of machine learning models and representations: an introduction. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Guillaume Berger, Clément Peyrard, Moez Baccouche |
Boosting face recognition via neural Super-Resolution. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Tijl De Bie, Jefrey Lijffijt, Raúl Santos-Rodríguez, Bo Kang |
Informative data projections: a framework and two examples. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Bruno Ordozgoiti, Sandra Gómez Canaval, Alberto Mozo |
Parallelized unsupervised feature selection for large-scale network traffic analysis. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Frank-Michael Schleif, Peter Tiño, Yingyu Liang |
Learning in indefinite proximity spaces - recent trends. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Meriem El Azami, Carole Lartizien, Stéphane Canu |
Converting SVDD scores into probability estimates. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Marika Kaden, David Nebel, Thomas Villmann |
Adaptive dissimilarity weighting for prototype-based classification optimizing mixtures of dissimilarities. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | David Clifte da S. Vieira, Ajalmar R. da Rocha Neto, Antonio Wendell De Oliveira Rodrigues |
Sparse Least Squares Support Vector Machines via Multiresponse Sparse Regression. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Paassen, Christina Göpfert, Barbara Hammer |
Gaussian process prediction for time series of structured data. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Fabrizio Costa, Parastou Kohvaei, Robert Kleinkauf |
RNAsynth: constraints learning for RNA inverse folding. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau |
How machine learning won the Higgs boson challenge. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Kai Lars Polsterer, Fabian Gieseke, Christian Igel, Bernd Doser, Nikolaos Gianniotis |
Parallelized rotation and flipping INvariant Kohonen maps (PINK) on GPUs. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Francisco Cruz 0002, German Ignacio Parisi, Stefan Wermter |
Learning contextual affordances with an associative neural architecture. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Christoph Käding, Erik Rodner, Alexander Freytag, Joachim Denzler |
Watch, Ask, Learn, and Improve: a lifelong learning cycle for visual recognition. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Victor Mocioiu, Nuno Miguel Pedrosa de Barros, Sandra Ortega-Martorell, Johannes Slotboom, Urspeter Knecht, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé |
A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Dominik Sacha, Michael Sedlmair, Leishi Zhang, John Aldo Lee, Daniel Weiskopf, Stephen C. North, Daniel A. Keim |
Human-centered machine learning through interactive visualization: review and open challenges. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Soufiane Belharbi, Romain Hérault, Clément Chatelain 0001, Sébastien Adam |
Deep multi-task learning with evolving weights. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Stephanie Alvarez Fernandez, Romis Attux, Denis G. Fantinato, Jugurta Montalvão, Daniel G. Silva |
An Immune-Inspired, Dependence-Based Approach to Blind Inversion of Wiener Systems. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Ricardo F. Alvear-Sandoval, Aníbal R. Figueiras-Vidal |
An Experiment in Pre-Emphasizing Diversified Deep Neural Classifiers. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Thomas Hecht, Alexander Gepperth |
Towards incremental deep learning: multi-level change detection in a hierarchical visual recognition architecture. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Eleni Tsironi, Pablo V. A. Barros, Stefan Wermter |
Gesture Recognition with a Convolutional Long Short-Term Memory Recurrent Neural Network. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Aurélia Léon, Ludovic Denoyer |
Policy-gradient methods for Decision Trees. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Alexander Gepperth, Barbara Hammer |
Incremental learning algorithms and applications. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Thomas Burwick, Luke Ewig |
Deep neural network analysis of go games: which stones motivate a move? |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Joonas Hämäläinen, Tommi Kärkkäinen |
Initialization of big data clustering using distributionally balanced folding. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Albert Vilamala, Alfredo Vellido, Lluís A. Belanche |
Bayesian semi non-negative matrix factorisation. |
ESANN |
2016 |
DBLP BibTeX RDF |
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| 1 | Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo |
Automatic detection of EEG arousals. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Ilenia Orlandi, Luca Oneto, Davide Anguita |
Random Forests Model Selection. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Romain Huet, Nicolas Courty, Sébastien Lefèvre |
A new penalisation term for image retrieval in clique neural networks. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Tom Diethe, Niall Twomey, Peter A. Flach |
Active transfer learning for activity recognition. |
ESANN |
2016 |
DBLP BibTeX RDF |
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| 1 | María Luisa Sánchez Brea, Noelia Barreira-Rodríguez, Noelia Sánchez-Maroño, Antonio Mosquera González, Carlos García-Resúa, Eva Yebra-Pimentel |
On the analysis of feature selection techniques in a conjunctival hyperemia grading framework. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Xiucai Ye, Kaiyang Ji, Tetsuya Sakurai |
Spectral clustering and discriminant analysis for unsupervised feature selection. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Rocco Langone, Raghvendra Mall, Vilen Jumutc, Johan A. K. Suykens |
Fast in-memory spectral clustering using a fixed-size approach. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Verónica Bolón-Canedo, Beatriz Remeseiro, Amparo Alonso-Betanzos, Aurélio Campilho |
Machine learning for medical applications. |
ESANN |
2016 |
DBLP BibTeX RDF |
|
| 1 | Lynn Houthuys, Rocco Langone, Johan A. K. Suykens |
Clustering from two data sources using a kernel-based approach with weight coupling. |
ESANN |
2016 |
DBLP BibTeX RDF |
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