| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu |
Sparse K-means for mixed data via group-sparse clustering.  |
ESANN  |
2020 |
DBLP BibTeX RDF |
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| 1 | Marc M. Van Hulle, Bob Van Dyck, Benjamin Wittevrongel, Flavio Camarrone, Ine Dauwe, Evelien Carrette, Alfred Meurs, Paul Boon 0001, Dirk Van Roost |
Predicting low gamma- from lower frequency band activity in electrocorticography. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Yi Zhao 0012, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke |
3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Matilde Tristany, Sérgio Pequito, Pedro A. Santos 0001, Mário A. T. Figueiredo |
Equilibrium Propagation for Complete Directed Neural Networks. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Georgios Birpoutsoukis, Julien M. Hendrickx |
Gaussian process regression for the estimation of stable univariate time-series processes. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Cécile Hautecoeur, François Glineur |
Image completion via nonnegative matrix factorization using B-splines. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Do we need hundreds of classifiers or a good feature selection? |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Cardoso Pereira, Joana Cristo Santos, José Pereira Amorim, Pedro Pereira Rodrigues, Pedro Henriques Abreu |
Missing Image Data Imputation using Variational Autoencoders with Weighted Loss. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré |
Language Grounded Task-Adaptation in Reinforcement Learning. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Ivano Lauriola, Alberto Lavelli, Fabio Aiolli |
Language processing in the era of deep learning. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Hafez Farazi, Sven Behnke |
Motion Segmentation using Frequency Domain Transformer Networks. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Julien Dewez, François Glineur |
Lower bounds on the nonnegative rank using a nested polytopes formulation. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Luca Pasa, Nicolò Navarin, Alessandro Sperduti |
Deep Recurrent Graph Neural Networks. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Perrine Cribier-Delande, Raphaël Puget, Vincent Guigue, Ludovic Denoyer |
Time Series Prediction using Disentangled Latent Factors. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Pawel Morawiecki, Przemyslaw Spurek, Marek Smieja, Jacek Tabor |
Fast and Stable Interval Bounds Propagation for Training Verifiably Robust Models. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Alexander Gepperth, Sebastian Rieger |
A Survey of Machine Learning applied to Computer Networks. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Lukas Hahn, Lutz Roese-Koerner, Klaus Friedrichs, Anton Kummert |
Fast and reliable architecture selection for convolutional neural networks. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Liriam Enamoto, Weigang Li 0001 |
Multilingual short text categorization using convolutional neural network. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Michiel Straat, Michael Biehl |
On-line learning dynamics of ReLU neural networks using statistical physics techniques. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Peck, Bart Goossens, Yvan Saeys |
Detecting adversarial examples with inductive Venn-ABERS predictors. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Matias Valdenegro-Toro, Octavio Arriaga, Paul Plöger |
Real-time Convolutional Neural Networks for emotion and gender classification. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Lukas Pfannschmidt, Jonathan Jakob, Michael Biehl, Peter Tiño, Barbara Hammer |
Feature relevance bounds for ordinal regression. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort |
Beyond Pham's algorithm for joint diagonalization. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Niloofar Azizi, Nils Wandel, Sven Behnke |
Complex Valued Gated Auto-encoder for Video Frame Prediction. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Luca Masera, Enrico Blanzieri |
Very Simple Classifier: a concept binary classifier to investigate features based on subsampling and locality. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Greg Collinge, Emil C. Lupu, Luis Muñoz-González |
Defending against poisoning attacks in online learning settings. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Luis Filipe Kopp, José Barbosa-Filho, Priscila Machado Vieira Lima, Claudio M. de Farias |
Modeling Sparse Data as Input for Weightless Neural Network. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jensun Ravichandran, Sascha Saralajew, Thomas Villmann |
DropConnect for Evaluation of Classification Stability in Learning Vector Quantization. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Davide Bacciu, Alessio Micheli, Marco Podda |
Graph generation by sequential edge prediction. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair |
Improving Pedestrian Recognition using Incremental Cross Modality Deep Learning. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Paul Smyth, Gaël de Lannoy, Moritz von Stosch, Alexander Pysik, Amin Khan |
Machine learning in research and development of new vaccines products: opportunities and challenges. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Iryna Korshunova, Yarin Gal, Arthur Gretton, Joni Dambre |
Conditional BRUNO: a neural process for exchangeable labelled data. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Olov Andersson, Patrick Doherty 0001 |
Deep RL for autonomous robots: limitations and safety challenges. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Nestor Caticha, Felippe Alves |
Trust, law and ideology in a NN agent model of the US Appellate Courts. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | |
27th European Symposium on Artificial Neural Networks, ESANN 2019, Bruges, Belgium, April 24-26, 2019 |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Lukas Enderich, Fabian Timm, Lars Rosenbaum, Wolfram Burgard |
Learning multimodal fixed-point weights using gradient descent. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Florent Forest, Mustapha Lebbah, Hanene Azzag, Jérôme Lacaille |
Deep Embedded SOM: joint representation learning and self-organization. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Eduardo S. Ribeiro, Vitor A. M. F. Torres, Brayan James, Mateus T. Braga, Elcio H. Shiguemori, Haroldo F. de Campos Velho, Luiz C. B. Torres, Antônio P. Braga |
Weightless neural systems for deforestation surveillance and image-based navigation of UAVs in the Amazon forest. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Luca Oneto, Michele Donini, Massimiliano Pontil |
PAC-Bayes and Fairness: Risk and Fairness Bounds on Distribution Dependent Fair Priors. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Krishna Mohan Mishra, Tomi Krogerus, Kalevi Huhtala |
Deep Autoencoder Feature Extraction for Fault Detection of Elevator Systems. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Paaßen, Claudio Gallicchio, Alessio Micheli, Alessandro Sperduti |
Embeddings and Representation Learning for Structured Data. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ying Fang, Zhaofei Yu, Feng Chen 0007 |
Noise helps optimization escape from saddle points in the neural dynamics. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Florian Mirus, Benjamin Zorn 0002, Jörg Conradt |
Short-term trajectory planning using reinforcement learning within a neuromorphic control architecture. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ana M. Barragan-Montero, Dan Nguyen, Weiguo Lu, Mu-Han Lin, Xavier Geets, Edmond Sterpin, Steve B. Jiang |
Application of deep neural networks for automatic planning in radiation oncology treatments. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Joseph Rynkiewicz |
On overfitting of multilayer perceptrons for classification. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Shuyu Dong, Pierre-Antoine Absil, Kyle A. Gallivan |
Preconditioned conjugate gradient algorithms for graph regularized matrix completion. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | István Megyeri, István Hegedüs, Márk Jelasity |
Adversarial robustness of linear models: regularization and dimensionality. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Stefan Mautner, Rolf Backofen, Fabrizio Costa |
Progress Towards Graph Optimization: Efficient Learning of Vector to Graph Space Mappings. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Lorand Dobai, Mihai Teletin |
A document detection technique using convolutional neural networks for optical character recognition systems. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Claudio Gallicchio |
Chasing the Echo State Property. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Luca Cerina, Giuseppe Franco, Marco Domenico Santambrogio |
lightweight autonomous bayesian optimization of Echo-State Networks. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Patrick Menz, Andreas Backhaus, Udo Seiffert |
Transfer Learning for transferring machine-learning based models among hyperspectral sensors. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer |
LEAP nets for power grid perturbations. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Nils M. Kriege |
Deep Weisfeiler-Lehman assignment kernels via multiple kernel learning. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Gaëlle Loosli |
TrIK-SVM : an alternative decomposition for kernel methods in Kreı̆n spaces. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan |
Minimax center to extract a common subspace from multiple datasets. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Maurizio Giordano, Massimo De Gregorio |
An evolutionary approach for optimizing weightless neural networks. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Maximilian Münch, Karsten Huffstadt, Frank-Michael Schleif |
Towards a device-free passive presence detection system with Bluetooth Low Energy beacons. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Albert Bifet, Barbara Hammer, Frank-Michael Schleif |
Recent trends in streaming data analysis, concept drift and analysis of dynamic data sets. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Simon Carbonnelle, Christophe De Vleeschouwer |
Experimental study of the neuron-level mechanisms emerging from backpropagation. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, John A. Lee 0001, André Mouraux, Michel Verleysen |
Tensor factorization to extract patterns in multimodal EEG data. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Michael Biehl, Nestor Caticha, Manfred Opper, Thomas Villmann |
Statistical physics of learning and inference. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Florian Patzelt, Robert Haschke, Helge J. Ritter |
Conditional WGAN for grasp generation. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Claudio Gallicchio, Alessio Micheli, Luca Pedrelli |
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Estelle M. Massart, Pierre-Yves Gousenbourger, Nguyen Thanh Son, Tatjana Stykel, Pierre-Antoine Absil |
Interpolation on the manifold of fixed-rank positive-semidefinite matrices for parametric model order reduction: preliminary results. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Pekka Siirtola, Heli Koskimäki, Juha Röning |
Importance of user inputs while using incremental learning to personalize human activity recognition models. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Igor Aleksander, Helen Morton |
Systems with 'subjective feelings' - the perspective from weightless automata. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Najmeh Abiri, Mattias Ohlsson |
Variational auto-encoders with Student's t-prior. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Magnus Stavngaard, August Sørensen, Stephan Lorenzen, Niklas Hjuler, Stephen Alstrup |
Detecting Ghostwriters in High Schools. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Leandro Santiago de Araújo, Letícia Dias Verona, Fábio Medeiros Rangel, Fabrício Firmino de Faria, Daniel Sadoc Menasché, Wouter Caarls, Maurício Breternitz, Sandip Kundu, Priscila Machado Vieira Lima, Felipe Maia Galvão França |
Memory Efficient Weightless Neural Network using Bloom Filter. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé |
Deep hybrid approach for 3D plane segmentation. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Travis Wiens |
Dimensionality reduction in a hydraulic valve positioning application. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Leonardo Tavares Oliveira, Min Soo Kim 0003, Alberto A. Del Barrio García, Nader Bagherzadeh, Ricardo Menotti |
Design of Power-Efficient FPGA Convolutional Cores with Approximate Log Multiplier. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Tommi Kärkkäinen |
Model selection for Extreme Minimal Learning Machine using sampling. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jarno Kansanaho, Tommi Kärkkäinen |
Hybrid vibration signal monitoring approach for rolling element bearings. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Cristian Millán 0001, Bruno J. T. Fernandes, Francisco Cruz 0002 |
Human feedback in continuous actor-critic reinforcement learning. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Matthias Treder |
Direct calculation of out-of-sample predictions in multi-class kernel FDA. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jelle Bakker, Kerstin Bunte |
Efficient learning of email similarities for customer support. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Iago Otero Coto, Plácido Francisco Lizancos Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega |
Computerized tool for identification and enhanced visualization of Macular Edema regions using OCT scans. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Markus Kaiser 0001, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek |
interpretable dynamics models for data-efficient reinforcement learning. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Paaßen, Astrid Bunge, Carolin Hainke, Leon Sindelar, Matthias Vogelsang |
Dynamic fairness - Breaking vicious cycles in automatic decision making. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Cécile Hautecoeur, François Glineur |
Nonnegative matrix factorization with polynomial signals via hierarchical alternating least squares. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Hafez Farazi, Sven Behnke |
Frequency Domain Transformer Networks for Video Prediction. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Priscila G. M. dos Santos, Rodrigo S. Sousa, Adenilton J. da Silva |
A WNN model based on Probabilistic Quantum Memories. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Arijit Ukil, Pankaj Malhotra, Soma Bandyopadhyay, Tulika Bose, Ishan Sahu, Ayan Mukherjee, Lovekesh Vig, Arpan Pal 0001, Gautam Shroff |
Fusing Features based on Signal Properties and TimeNet for Time Series Classification. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Konstantinos Sechidis, Eleftherios Spyromitros Xioufis, Ioannis P. Vlahavas |
Multi-target feature selection through output space clustering. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Viet Minh Vu, Benoît Frénay |
User-steering interpretable visualization with probabilistic principal components analysis. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Anas Albaghajati, Lahouari Ghouti |
On the Speedup of Deep Reinforcement Learning Deep Q-Networks (RL-DQNs). |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Lukas Fleckenstein, Sebastian Kauschke, Johannes Fürnkranz |
Beta Distribution Drift Detection for Adaptive Classifiers. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Michael C. Thrun |
Knowledge Discovery in Quarterly Financial Data of Stocks Based on the Prime Standard using a Hybrid of a Swarm with SOM. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Bo Li, Mathieu Dehouck, Pascal Denis |
Modal sense classification with task-specific context embeddings. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Andrew Yale, Saloni Dash, Ritik Dutta, Isabelle Guyon, Adrien Pavao, Kristin P. Bennett |
Privacy Preserving Synthetic Health Data. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jiajun Pan, Hoel Le Capitaine |
Metric learning with relational data. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Christoph Raab, Moritz Heusinger, Frank-Michael Schleif |
Reactive Soft Prototype Computing for frequent reoccurring Concept Drift. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jussi Rasku, Nysret Musliu, Tommi Kärkkäinen |
Feature and Algorithm Selection for Capacitated Vehicle Routing Problems. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Enrico Grisan, Alessandro Zandonà, Barbara Di Camillo |
Deep convolutional neural network for survival estimation of Amyotrophic Lateral Sclerosis patients. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Babak Hosseini, Barbara Hammer |
Multiple-Kernel dictionary learning for reconstruction and clustering of unseen multivariate time-series. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Rafael Thomazi Gonzalez, Dante Augusto Couto Barone |
Using Deep Learning and Evolutionary Algorithms for Time Series Forecasting. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Florian Mirus, Peter Blouw, Terrence C. Stewart, Jörg Conradt |
Predicting vehicle behaviour using LSTMs and a vector power representation for spatial positions. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
| 1 | Cyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso |
Pixel-wise Conditioning of Generative Adversarial Networks. |
ESANN |
2019 |
DBLP BibTeX RDF |
|
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