| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Nicolò Navarin, Dinh Van Tran, Alessandro Sperduti |
On the definition of complex structured feature spaces.  |
ESANN  |
2019 |
DBLP BibTeX RDF |
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| 1 | Rinu Boney, Alexander Ilin |
Active one-shot learning with Prototypical Networks. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Ángel Campo, Marc Francaux, Laurent Baijot, Michel Verleysen |
MAP best performances prediction for endurance runners. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Aluizio S. Lima Filho, Gabriel P. Guarisa, Priscila Machado Vieira Lima, Felipe Maia Galvão França |
Prediction of palm oil production with an enhanced n-Tuple Regression Network. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, César L. C. Mattos, João P. P. Gomes, Tommi Kärkkäinen |
Sparse minimal learning machine using a diversity measure minimization. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Florian Franzen, Chunrong Yuan |
visualizing image classification in fourier domain. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Sujay Khandagale, Rohit Babbar |
A Simple and Effective Scheme for Data Pre-processing in Extreme Classification. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Shaon Sutradhar, José Rouco, Marcos Ortega |
Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Jiajun Pan, Hoel Le Capitaine |
Metric learning with submodular functions. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Charlotte Ducuing, Luca Oneto, Renzo Canepa |
Fairness and Accountability of Machine Learning Models in Railway Market: are Applicable Railway Laws Up to Regulate Them? |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Viktor Schmuck, David Meredith 0001 |
training networks separately on static and dynamic obstacles improves collision avoidance during indoor robot navigation. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis |
Bridging face and sound modalities through domain adaptation metric learning. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Hygor Xavier Araújo, Raul Fonseca Neto, Saulo Moraes Villela |
A best-first branch-and-bound search for solving the transductive inference problem using support vector machines. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Waqas Jamil, Abdelhamid Bouchachia |
Online Bayesian Shrinkage Regression. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Siwen Guo, Sviatlana Höhn, Christoph Schommer |
Topic-based historical information selection for personalized sentiment analysis. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Andrea Apicella 0001, Francesco Isgrò, Roberto Prevete, Andrea Sorrentino, Guglielmo Tamburrini |
Explaining classification systems using sparse dictionaries. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Manxing Du, Christian A. Hammerschmidt, Georgios Varisteas, Radu State, Mats Brorsson, Zhu Zhang |
time series modelling of market price in real-time bidding. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Davide Bacciu, Battista Biggio, Paulo Lisboa, José D. Martín, Luca Oneto, Alfredo Vellido |
Societal Issues in Machine Learning: When Learning from Data is Not Enough. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Francesco Crecchi, Davide Bacciu, Battista Biggio |
Detecting Black-box Adversarial Examples through Nonlinear Dimensionality Reduction. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ali Oguz Uzman, Jannis Horn, Sven Behnke |
Learning super-resolution 3D segmentation of plant root MRI images from few examples. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Cyril de Bodt, Dounia Mulders, Daniel López Sánchez, Michel Verleysen, John A. Lee 0001 |
Class-aware t-SNE: cat-SNE. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Julien Randon-Furling, William Clark, Madalina Olteanu |
Analyzing spatial dissimilarities in high-resolution geo-data : a case study of four European cities. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Roberto Alamino |
Committees as Artificial Organisms - Evolution and Adaptation. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Onkar Arun Pandit, Pascal Denis, Liva Ralaivola |
Learning Rich Event Representations and Interactions for Temporal Relation Classification. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Ismaïla Seck, Gaëlle Loosli, Stéphane Canu |
L1-norm double backpropagation adversarial defense. |
ESANN |
2019 |
DBLP BibTeX RDF |
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| 1 | Matteo Maggiolo, Gerasimos Spanakis |
Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Lauriane Castin, Benoît Frénay |
clustering with decision trees: divisive and agglomerative approach. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Andrea Villmann, Marika Kaden, Sascha Saralajew, Wieland Hermann, Thomas Villmann |
Reliable Patient Classification in Case of Uncertain Class Labels Using a Cross-Entropy Approach. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Mohammad Mohammadi 0004, Reynier Peletier, Frank-Michael Schleif, Nicolai Petkov, Kerstin Bunte |
Globular Cluster Detection in the Gaia Survey. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Ion Alexandru Marinescu, Zoltán Bálint, Laura Diosan, Anca Andreica |
Dynamic autonomous image segmentation based on Grow Cut. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Carlos Eduardo Klein, Leandro dos Santos Coelho |
Meerkats-inspired Algorithm for Global Optimization Problems. |
ESANN |
2018 |
DBLP BibTeX RDF |
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| 1 | Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché |
K-spectral centroid: extension and optimizations. |
ESANN |
2018 |
DBLP BibTeX RDF |
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| 1 | Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Gustavo Linhares Vieira, Frederico Gadelha Guimarães, Hossein Javedani Sadaei |
An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Ignacio Díaz Blanco, Daniel Pérez 0001, Abel Alberto Cuadrado Vega, Diego García-Pérez, Manuel Domínguez-González |
Interactive dimensionality reduction of large datasets using interpolation. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Tayfun Alpay, Fares Abawi, Stefan Wermter |
Surprisal-based activation in recurrent neural networks. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Ye-Sheen Lim, Denise Gorse |
Reinforcement Learning for High-Frequency Market Making. |
ESANN |
2018 |
DBLP BibTeX RDF |
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| 1 | Victor Amaral de Sousa, Anthony Simonofski, Monique Snoeck, Ivan Jureta |
Structuring and Solving Multi-Criteria Decision Making Problems using Artificial Neural Networks: a smartphone recommendation case. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Alessio Carrega |
Set point thresholds from topological data analysis and an outlier detector. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Charles-Emmanuel Dias, Vincent Guigue, Patrick Gallinari |
Regularize and explicit collaborative filtering with textual attention. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Murat Kirtay, Lorenzo Vannucci, Ugo Albanese, Alessandro Ambrosano, Egidio Falotico, Cecilia Laschi |
Spatial pooling as feature selection method for object recognition. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Josef Feigl, Martin Bogdan |
Neural Networks for Implicit Feedback Datasets. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee 0001 |
Extensive assessment of Barnes-Hut t-SNE. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Aleke Nolte, Lingyu Wang, Michael Biehl |
Prototype-based analysis of GAMA galaxy catalogue data. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Imen Chakroun, Tom Vander Aa, Thomas J. Ashby |
Cache-efficient Gradient Descent Algorithm. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Ivano Lauriola, Mirko Polato, Fabio Aiolli |
The minimum effort maximum output principle applied to Multiple Kernel Learning. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Daniel Vieira, Fábio Medeiros Rangel, Fabrício Firmino de Faria, João Paixão |
Vector Field Based Neural Networks. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Tiago Santos, Roman Kern |
Understanding wafer patterns in semiconductor production with variational auto-encoders. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Ali Rodan, Pedro A. Castillo, Hossam Faris, Antonio Miguel Mora, Huthaifa Jawazneh |
Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Miguel Angrick, Christian Herff, Garett D. Johnson, Jerry J. Shih, Dean J. Krusienski, Tanja Schultz |
interpretation of convolutional neural networks for speech regression from electrocorticography. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed |
Analysis of imputation bias for feature selection with missing data. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Claudio Gallicchio |
Short-term Memory of Deep RNN. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Hikmat Dashdamirov, Sebastián Basterrech |
Estimation of the Human Concentration using Echo State Networks. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Ryan McConville, Raúl Santos-Rodríguez, Niall Twomey |
Person Identification and Discovery With Wrist Worn Accelerometer Data. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Sebastian Springenberg, Egor Lakomkin, Cornelius Weber, Stefan Wermter |
Image-to-Text Transduction with Spatial Self-Attention. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Katharina Hofer-Schmitz, Phuong-Ha Nguyen, Kristian Berwanger |
One-class Autoencoder approach to classify Raman spectra outliers. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | David Twomey, Denise Gorse |
A neural network cost function for highly class-imbalanced data sets. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Daegun Won, Peter J. Jansen, Jaime G. Carbonell |
Temporal transfer learning for drift adaptation. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Florian Mirus, Terrence C. Stewart, Jörg Conradt |
Towards cognitive automotive environment modelling: reasoning based on vector representations. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici |
Fast Power system security analysis with Guided Dropout. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Leopoldo Lusquino Filho, Felipe M. G. França, Priscila M. V. Lima |
Near-optimal facial emotion classification using a WiSARD-based weightless system. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Christine Sinoquet, Clément Niel |
Enhancement of a stochastic Markov-blanket framework with ant colony optimization, to uncover epistasis in genetic association studies. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Heitor Murilo Gomes, Jean Paul Barddal, Luis Eduardo Boiko Ferreira, Albert Bifet |
Adaptive random forests for data stream regression. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Diogo M. De-Freitas, Plínio de Sá Leitão Júnior, Celso G. Camilo-Junior, Rachel Harrison |
Evolutionary Composition of Customized Fault Localization Heuristics. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Raúl Santos-Rodríguez, Niall Twomey |
Efficient approximate representations for computationally expensive features. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Johannes Brinkrolf, Kolja Berger, Barbara Hammer |
Differential private relevance learning. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Joseph Rynkiewicz |
Asymptotic statistics for multilayer perceptron with ReLu hidden units. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Mohamed Laib, Mikhail F. Kanevski |
A novel filter algorithm for unsupervised feature selection based on a space filling measure. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Peer Springstübe, Stefan Heinrich, Stefan Wermter |
Continuous convolutional object tracking. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Aviv Nahon, Boaz Lerner |
Temporal modeling of ALS using longitudinal data and long-short term memory-based algorithm. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Luca Oneto, Sandro Ridella, Davide Anguita |
Local Rademacher Complexity Machine. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Muhammad Burhan Hafez, Matthias Kerzel, Cornelius Weber, Stefan Wermter |
Slowness-based neural visuomotor control with an Intrinsically motivated Continuous Actor-Critic. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Babak Hosseini, Barbara Hammer |
Feasibility based Large Margin Nearest Neighbor metric learning. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter |
A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Nils Worzyk, Oliver Kramer 0001 |
Properties of adv-1 - Adversarials of Adversarials. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Benoît Frénay, Bruno Dumas, John A. Lee 0001 |
Information visualisation and machine learning: latest trends towards convergence. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer |
A variable projection method for block term decomposition of higher-order tensors. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Adrien Bibal, Rebecca Marion, Benoît Frénay |
Finding the most interpretable MDS rotation for sparse linear models based on external features. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Khadija Musayeva, Fabien Lauer, Yann Guermeur |
A sharper bound on the Rademacher complexity of margin multi-category classifiers. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Ioana Bica, Petar Velickovic, Hui Xiao |
Multi-omics data integration using cross-modal neural networks. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina |
Graph based neural networks for automatic classification of multiple sclerosis clinical courses. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Mohamed Salim Amri Sakhri, Mounira Tlili, Hamid Allaoui, Ouajdi Korbaa |
Order Crossover for the Inventory Routing Problem. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Christian Limberg, Heiko Wersing, Helge J. Ritter |
Efficient accuracy estimation for instance-based incremental active learning. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Michael Biehl, Kerstin Bunte, Giuseppe Longo, Peter Tiño |
Machine learning and data analysis in astroinformatics. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen |
Bidirectional deep-readout echo state networks. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Siamak Mehrkanoon, Matthew B. Blaschko, Johan A. K. Suykens |
Shallow and Deep Models for Domain Adaptation problems. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Filippo Maria Bianchi, Karl Øyvind Mikalsen, Robert Jenssen |
Learning compressed representations of blood samples time series with missing data. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Nicolas Khoury, Ferhat Attal, Yacine Amirat, Abdelghani Chibani, Samer Mohammed |
CDTW-based classification for Parkinson's Disease diagnosis. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Daniela Onita, Adriana Birlutiu |
Active Learning based on Transfer Learning Techniques for Image Classification. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Alexander Gepperth, Saad Abdullah Gondal |
Incremental learning with deep neural networks using a test-time oracle. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Stefan Depeweg, José Miguel Hernández-Lobato, Steffen Udluft, Thomas A. Runkler |
Sensitivity analysis for predictive uncertainty. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, Amauri H. Souza Júnior |
Opposite neighborhood: a new method to select reference points of minimal learning machines. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Moussab Djerrab, Alexandre Garcia 0001 |
Learning with a Fisher surrogate loss in a small data regime. |
ESANN |
2018 |
DBLP BibTeX RDF |
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| 1 | Sarmimala Saikia, Richa Verma, Puneet Agarwal, Gautam Shroff, Lovekesh Vig, Ashwin Srinivasan 0001 |
Evolutionary RL for Container Loading. |
ESANN |
2018 |
DBLP BibTeX RDF |
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| 1 | Patrick O. Glauner, Petko Valtchev, Radu State |
Impact of Biases in Big Data. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee 0001 |
Perplexity-free t-SNE and twice Student tt-SNE. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Davide Bacciu, Daniele Castellana |
Mixture of Hidden Markov Model as Tree Encoder. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Marko Niemelä, Sami Äyrämö, Tommi Kärkkäinen |
Comparison of cluster validation indices with missing data. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Michele Delli Veneri, Stefano Cavuoti, Massimo Brescia, Giuseppe Riccio, Giuseppe Longo |
stellar formation rates in galaxies using machine learning models. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
| 1 | Davide Bacciu, Paulo Lisboa, José D. Martín, Ruxandra Stoean, Alfredo Vellido |
Bioinformatics and medicine in the era of deep learning. |
ESANN |
2018 |
DBLP BibTeX RDF |
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| 1 | Udo Schlegel, Eren Cakmak, Juri Buchmüller, Daniel A. Keim |
G-Rap: interactive text synthesis using recurrent neural network suggestions. |
ESANN |
2018 |
DBLP BibTeX RDF |
|
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