| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Laurine Duchesne, Quentin Louveaux, Louis Wehenkel |
Supervised learning of convex piecewise linear approximations of optimization problems.  |
ESANN  |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastian Hoch, Sascha Lange, Janis Keuper |
Sample efficient localization and stage prediction with autoencoders. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrea Cossu, Davide Bacciu, Antonio Carta, Claudio Gallicchio, Vincenzo Lomonaco |
Continual Learning with Echo State Networks. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Chris Bronk, Amaury Lendasse, Peggy Lindner, Dan S. Wallach, Barbara Hammer |
Machine Learning for Measuring and Analyzing Online Social Communications. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthias Brucklacher, Hanspeter A. Mallot, Tristan Baumann |
Hierarchical Planning in Multilayered State-Action Networks. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Oneto, Sandro Ridella, Davide Anguita |
The Benefits of Adversarial Defence in Generalisation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Manik Madhikermi, Avleen Malhi, Kary Främling |
Context-specific sampling method for contextual explanations. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Florian Barbaro, Fabrice Rossi |
Sparse mixture of von Mises-Fisher distribution. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Aashi Jindal, Prashant Gupta, Debarka Sengupta, Jayadeva |
Enhash: A Fast Streaming Algorithm For Concept Drift Detection. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Gianluca Boleto, Luca Oneto, Matteo Cardellini, Marco Maratea, Mauro Vallati, Renzo Canepa, Davide Anguita |
In-Station Train Movements Prediction: from Shallow to Deep Multi Scale Models. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonio Sorgente, Massimo De Gregorio, Giuseppe Vettigli |
Weightless Neural Networks for text classification using tf-idf. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Fech Scen Khoo, Dawei Zhu, Michael A. Hedderich, Dietrich Klakow |
Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Shruti Kunde, Amey Pandit, Kushagra Mahajan, Monika Sharma, Rekha Singhal, Lovekesh Vig |
Data-Efficient Training of High-Resolution Images in Medical Domain. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Iglesias Morís, Joaquim de Moura, Jorge Novo, Marcos Ortega |
Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Etienne Côme, Latifa Oukhellou, Allou Samé, Lijun Sun |
Machine learning and data mining for urban mobility intelligence. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Vadym Gryshchuk, Cornelius Weber, Chu Kiong Loo, Stefan Wermter |
Lifelong Learning from Event-based Data. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Hermes, Barbara Hammer, Malte Schilling |
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jérôme Treboux, Rolf Ingold, Dominique Genoud |
Improved and Generalized Vine Line Detection on Aerial Images Using Asymmetrical Neural Networks and ML Subclassifiers. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Lode Vuegen, Peter Karsmakers |
Real-time On-edge Classification: an Application to Domestic Acoustic Event Recognition. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee 0001 |
Stochastic quartet approach for fast multidimensional scaling. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Bálint Daróczy, Dániel Rácz |
Gradient representations in ReLU networks as similarity functions. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Arne P. Raulf, Sina Däubener, Ben Hack, Axel Mosig, Asja Fischer |
SmoothLRP: Smoothing LRP by Averaging over Stochastic Input Variations. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Chanho Kim, Won-Sook Lee |
Temperature as a Regularizer for Semantic Segmentation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen |
Instance-Based Multi-Label Classification via Multi-Target Distance Regression. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Raphaël Langhendries, Jérôme Lacaille |
Deep Learning Model for Context-Dependent Survival Analysis. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Max Lübbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Antti Pihlajamäki, Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Sami Malola, Tommi Kärkkäinen, Hannu Häkkinen |
Orientation Adaptive Minimal Learning Machine for Directions of Atomic Forces. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Maximilian Münch, Simon Heilig, Frank-Michael Schleif |
Multi-perspective embedding for non-metric time series classification. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Valerie Vaquet, Patrick Menz, Udo Seiffert, Barbara Hammer |
Investigating Intensity and Transversal Drift in Hyperspectral Imaging Data. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | René Traoré, Andrés Camero, Xiaoxiang Zhu 0001 |
Compact Neural Architecture Search for Local Climate Zones Classification. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Erik Jhones F. do Nascimento, Amauri H. Souza, Diego Mesquita |
Improving Graph Variational Autoencoders with Multi-Hop Simple Convolutions. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Brinkrolf, Barbara Hammer |
Federated Learning Vector Quantization. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Pedrelli, Marco Tramontano, Giuseppe Vannozzi, Andrea Mannini |
Deep Echo State Networks for Functional Ambulation Categories Estimation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Pasa, Nicolò Navarin, Alessandro Sperduti |
Tangent Graph Convolutional Network. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Megumi Kawase |
Emotional Intensity Level Analysis of Speech Emotional Intensity Estimation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Valentina Poggioni, Alina Elena Baia, Alfredo Milani |
Combining Attack Success Rate and DetectionRate for effective Universal Adversarial Attacks. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli |
Robust Malware Classification via Deep Graph Networks on Call Graph Topologies. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Baichuan Chi, Amaury Lendasse, Edward R. Ratner, Renjie Hu |
A Multi-ELM Model for Incomplete Data. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman |
Semi-supervised learning with Bayesian Confidence Propagation Neural Network. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Rafael Fontella Katopodis, Priscila Lima 0001, Felipe M. G. França |
Functional Gradient Descent for n-Tuple Regression. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair |
Cross-modal verification for 3D object detection. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Böhm 0003, Thomas Schmid |
An Algorithmic Approach to Establish a Lower Bound for the Size of Semiring Neural Networks. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Leemann, Moritz Sackmann, Jörn Thielecke, Ulrich Hofmann 0002 |
Distribution Preserving Multiple Hypotheses Prediction for Uncertainty Modeling. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Cofala, Oliver Kramer 0001 |
Transformers for Molecular Graph Generation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Arushi Jain, Shubham Paliwal, Monika Sharma, Lovekesh Vig |
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ismael Matino, Stefano Dettori, Valentina Colla, Katharina Rechberger, Nina Kieberger |
Echo-state neural networks forecasting steelworks off-gases for their dispatching in CH4 and CH3OH syntheses reactors. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Corentin Larroche, Johan Mazel, Stéphan Clémençon |
Anomalous Cluster Detection in Large Networks with Diffusion-Percolation Testing. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Patrick Burke, Jonas Prellberg, Oliver Kramer 0001 |
Evolutionary Deep Multi-Task Learning. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Oneto, Nicolò Navarin, Battista Biggio, Federico Errica, Alessio Micheli, Franco Scarselli, Monica Bianchini, Alessandro Sperduti |
Complex Data: Learning Trustworthily, Automatically, and with Guarantees. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Benoit Matet, Etienne Côme, Angelo Furno, Loïc Bonnetain, Latifa Oukhellou, Nour-Eddin El Faouzi |
A Lightweight Approach for Origin-Destination Matrix Anonymization. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Maura Pintor, Luca Demetrio, Giovanni Manca, Battista Biggio, Fabio Roli |
Slope: A First-order Approach for Measuring Gradient Obfuscation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Phillip Swazinna, Steffen Udluft, Daniel Hein 0001, Thomas A. Runkler |
Behavior Constraining in Weight Space for Offline Reinforcement Learning. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Maxence Chaverot, Maxime Carré, Michel Jourlin, Abdelaziz Bensrhair, Richard Grisel |
Object Detection on Thermal Images: Performance of YOLOv4 Trained on Small Datasets. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrea Valenti, Stefano Berti, Davide Bacciu |
Calliope - A Polyphonic Music Transformer. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Pierre Lambert, John A. Lee 0001, Michel Verleysen, Cyril de Bodt |
Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Raul Barbosa, Diego Carvalho 0001, Priscila Lima 0001, Felipe M. G. França |
A bag of nodes primer on weightless graph classification. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Delphine Bay, Clémence Bisot |
Convolutional Neural Network Architecture for Classification of Aircraft Engines Flight Time Series. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Marika Kaden, Ronny Schubert, Mehrdad Mohannazadeh Bakhtiari, Lucas Schwarz, Thomas Villmann |
The LVQ-based Counter Propagation Network - an Interpretable Information Bottleneck Approach. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jochen J. Steil, Yannic Lieder |
Constraint optimization for Echo State Networks applied to satellite image forecasting. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Gil Rocha, Henrique Lopes Cardoso |
Towards Robust Auxiliary Tasks for Language Adaptation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu |
Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability? |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Arturs Polis, Alexander Ilin |
A Relational Model for One-Shot Classification. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Louise Bonfils, Allou Samé, Latifa Oukhellou |
Dynamic clustering and modeling of temporal data subject to common regressive effects. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | |
29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021 |
ESANN |
2021 |
DBLP BibTeX RDF |
|
| 1 | Abdel-Rahmen Korichi, Hamamache Kheddouci, Daniel West |
Predicting employee attrition with a more effective use of historical events. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Malte Mosbach, Sven Behnke |
Fourier-based Video Prediction through Relational Object Motion. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif |
Federated Learning - Methods, Applications and beyond. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Torben Gräber, Sebastian Vetter, Sascha Sarajalew, Michael Unterreiner, Dieter Schramm |
AGLVQ - Making Generalized Vector Quantization Algorithms Aware of Context. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Madina Babazhanova, Maxat Tezekbayev, Zhenisbek Assylbekov |
Geometric Probing of Word Vectors. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Cosimo Izzo, Aldo Lipani, Ramin Okhrati, Francesca Medda |
A Baseline for Shapley Values in MLPs: from Missingness to Neutrality. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Luka, Laure Soulier, David Picard |
Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni |
Continual Learning at the Edge: Real-Time Training on Smartphone Devices. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sarthak Chatterjee, Subhro Das, Sérgio Pequito |
IF: Iterative Fractional Optimization. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Hafez Farazi, Jan Nogga, Sven Behnke |
Semantic Prediction: Which One Should Come First, Recognition or Prediction? |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Paulo Lisboa, Sascha Saralajew, Alfredo Vellido, Thomas Villmann |
The Coming of Age of Interpretable and Explainable Machine Learning Models. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Rémi Souriau, Julie Fontecave Jallon, Bertrand Rivet |
Fusion of estimations from two modalities using the Viterbi's algorithm: application to fetal heart rate monitoring. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ismail Alaoui Abdellaoui, Jesús García Fernández, Caner Sahinli, Siamak Mehrkanoon |
Enhancing brain decoding using attention augmented deep neural networks. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Adrien Pavao, Isabelle Guyon, Michael Vaccaro |
Judging competitions and benchmarks: a candidate election approach. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio José Serrano-López, Emilio Soria-Olivas |
End-to-end Keyword Spotting using Xception-1d. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomasz Stanczyk, Siamak Mehrkanoon |
Deep Graph Convolutional Networks for Wind Speed Prediction. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Karan Bhanot, Saloni Dash, Joseph Pedersen, Isabelle Guyon, Kristin P. Bennett |
Quantifying Resemblance of Synthetic Medical Time-Series. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonin Calba, Alain Dutech, Jérémy Fix |
Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Bradley Walters, Sandra Ortega-Martorell, Iván Olier, Paulo Lisboa |
The partial response SVM. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Maryam Abbasi, Tiago Pereira 0001, Beatriz P. Santos, Bernardete Ribeiro, Joel Arrais |
Multiobjective Reinforcement Learning in Optimized Drug Design. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jensun Ravichandran, Thomas Villmann, Marika Kaden |
RecLVQ: Recurrent Learning Vector Quantization. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Trincavelli, Haris Dukic, Georgios Deligiorgis, Pierpaolo Sepe, Davide Bacciu |
Inductive learning for product assortment graph completion. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Attila Mester, Zalán Bodó |
Validating static call graph-based malware signatures using community detection methods. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | John A. Lee 0001, Alyssa Vanginderdeuren, Margerie Huet-Dastarac, Ana Maria Barragán-Montero |
Estimating uncertainty in radiation oncology dose prediction with dropout and bootstrap in U-Net models. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiba Arnout, Johanna Bronner, Thomas A. Runkler |
Differentially Private Time Series Generation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Joshua Taylor, Erzsébet Merényi |
A Parameterless t-SNE for Faithful Cluster Embeddings from Prototype-based Learning and CONN Similarity. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Evelyne Akopyan, Angelo Furno, Nour-Eddin El Faouzi, Eric Gaume |
Unsupervised Real-time Anomaly Detection for Multivariate Mobile Phone Traffic Series. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant |
Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Stéphane Chrétien, Emmanuel Caron |
Benign overfitting of fully connected Deep Nets: A Sobolev space viewpoint. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Valentin Hamaide, François Glineur |
Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Davide Bacciu, Filippo Maria Bianchi, Benjamin Paassen, Cesare Alippi |
Deep learning for graphs. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mirko Polato, Alberto Gallinaro, Fabio Aiolli |
Privacy-Preserving Kernel Computation For Vertically Partitioned Data. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Hernández-Pereira, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Federated Learning approach for SpectralClustering. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabian Hinder, Barbara Hammer |
Concept Drift Segmentation via Kolmogorov-Trees. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Oliver Kramer 0001 |
Learning Step Size Adaptation in Evolution Strategies. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
| 1 | Marco Podda, Alessio Micheli, Davide Bacciu, Paolo Milazzo |
Biochemical Pathway Robustness Prediction with Graph Neural Networks. |
ESANN |
2020 |
DBLP BibTeX RDF |
|
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