Machine Learning for Measuring and Analyzing Online Social Communications (English)
- New search for: Bronk, C.
- New search for: Lendasse, A.
- New search for: Lindner, P.
- New search for: Wallach, D. S.
- New search for: Hammer, B.
- New search for: Bronk, C.
- New search for: Lendasse, A.
- New search for: Lindner, P.
- New search for: Wallach, D. S.
- New search for: Hammer, B.
In:
29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
; 219-226
;
2021
-
ISBN:
- Conference paper / Print
-
Title:Machine Learning for Measuring and Analyzing Online Social Communications
-
Contributors:Bronk, C. ( author ) / Lendasse, A. ( author ) / Lindner, P. ( author ) / Wallach, D. S. ( author ) / Hammer, B. ( author )
-
Conference:ESANN ; 29. ; 2021 ; Online
-
Published in:
-
Publisher:
- New search for: Ciaco
-
Place of publication:Louvain-la-Neuve, Belgique
-
Publication date:2021
-
ISBN:
-
Type of media:Conference paper
-
Type of material:Print
-
Language:English
- New search for: 54.72
- Further information on Basic classification
-
Keywords:
-
Classification:
BKL: 54.72 Künstliche Intelligenz -
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
Federated Learning - Methods, Applications and beyondHeusinger, M. / Raab, C. / Rossi, F. / Schleif, F.-M. et al. | 2021
- 11
-
Privacy-Preserving Kernel Computation For Vertically Partitioned DataPolato, M. / Gallinaro, A. / Aiolli, F. et al. | 2021
- 17
-
Decay Momentum for Improving Federated LearningFernandes, M. / Silva, C. / Arrais, J. / Cardoso, A. / Ribeiro, B. et al. | 2021
- 23
-
Continual Learning at the Edge: Real-Time Training on Smartphone DevicesPellegrini, L. / Lomonaco, V. / Graffieti, G. / Maltoni, D. et al. | 2021
- 29
-
Federated Learning Vector QuantizationBrinkrolf, J. / Hammer, B. et al. | 2021
- 35
-
Judging competitions and benchmarks: a candidate election approachPavao, A. / Guyon, I. / Vaccaro, M. et al. | 2021
- 41
-
Concept Drift Segmentation via Kolmogorov-TreesHinder, F. / Hammer, B. et al. | 2021
- 47
-
Investigating Intensity and Transversal Drift in Hyperspectral Imaging DataVaquet, V. / Menz, P. / Seiffert, U. / Hammer, B. et al. | 2021
- 53
-
Predicting employee attrition with a more effective use of historical eventsKorichi, A.-R. / Kheddouci, H. / West, D. et al. | 2021
- 59
-
Enhash: A Fast Streaming Algorithm For Concept Drift DetectionJindal, A. / Gupta, P. / Sengupta, D. / Jayadeva, J. et al. | 2021
- 65
-
Lifelong Learning from Event-based DataGryshchuk, V. / Weber, C. / Loo, C. K. / Wermter, S. et al. | 2021
- 71
-
Sample efficient localization and stage prediction with autoencodersHoch, S. / Lange, S. / Keuper, J. et al. | 2021
- 77
-
Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapyHamaide, V. / Glineur, F. et al. | 2021
- 83
-
Domain Adversarial Tangent Learning Towards Interpretable Domain AdaptationRaab, C. / Saralajew, S. / Schleif, F.-M. et al. | 2021
- 89
-
Deep learning for graphsBacciu, D. / Bianchi, F. M. / Paassen, B. / Alippi, C. et al. | 2021
- 99
-
Dynamic Graph Echo State NetworksTortorella, D. / Micheli, A. et al. | 2021
- 105
-
Improving Graph Variational Autoencoders with Multi-Hop Simple ConvolutionsNascimento, E. J. Freitas do / Souza, A. / Mesquita, D. et al. | 2021
- 111
-
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion ForecastingHammer, L. Hermes. B. / Schilling, M. et al. | 2021
- 117
-
Tangent Graph Convolutional NetworkPasa, L. / Navarin, N. / Sperduti, A. et al. | 2021
- 123
-
Transformers for Molecular Graph GenerationCofala, T. / Kramer, O. et al. | 2021
- 129
-
Inductive learning for product assortment graph completionDukic, M. Trincavelli. H. / Deligiorgis, G. / Sepe, P. / Bacciu, D. et al. | 2021
- 135
-
Evolutionary Deep Multi-Task LearningKramer, O. et al. | 2021
- 141
-
Semantic Prediction: Which One Should Come First, Recognition or Prediction?Nogga, H. Farazi. J. / Behnke, S. et al. | 2021
- 147
-
Deep Graph Convolutional Networks for Wind Speed PredictionStańczyk, T. / Mehrkanoon, S. et al. | 2021
- 153
-
Benign overfitting of fully connected Deep Nets:A Sobolev space viewpointChretien, S. / Caron-Parte, E. et al. | 2021
- 159
-
Correlated Weights Neural Layer with external controlGolak, S. et al. | 2021
- 165
-
Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable DevicesIglesias, D. / Moura, J. de / Novo, J. / Ortega, M. et al. | 2021
- 171
-
Data-Efficient Training of High-Resolution Images in Medical DomainKunde, S. / Pandit, A. / Mahajan, K. / Sharma, M. / Singhal, R. / Vig, L. et al. | 2021
- 177
-
CAS-Net: A Novel Coronary Artery Segmentation Neural NetworkHamdi, R. / Kerkeni, A. / Bedoui, M. H. / Abdallah, A. Ben et al. | 2021
- 189
-
Improved and Generalized Vine Line Detection on Aerial Images Using Asymmetrical Neural Networks and ML SubclassifiersTreboux, J. / Ingold, R. / Genoud, D. et al. | 2021
- 195
-
Cross-modal verification for 3D object detectionZhang, H. / Rogozan, A. / Bensrhair, A. et al. | 2021
- 201
-
Fourier-based Video Prediction through Relational Object MotionMosbach, M. / Behnke, S. et al. | 2021
- 207
-
Object Detection on Thermal Images: Performance of YOLOv4 Trained on Small DatasetsChaverot, M. / Carre, M. / Jourlin, M. / Bensrhair, A. / Grisel, R. et al. | 2021
- 213
-
Temperature as a Regularizer for Semantic SegmentationKim, C. / Lee, W.-S. et al. | 2021
- 219
-
Machine Learning for Measuring and Analyzing Online Social CommunicationsBronk, C. / Lendasse, A. / Lindner, P. / Wallach, D. S. / Hammer, B. et al. | 2021
- 227
-
Toxicity Detection in Online Comments with Limited Data: A Comparative AnalysisLübbering, M. / Pielka, M. / Das, K. / Gebauer, M. / Ramamurthy, R. / Bauckhage, C. / Sifa, R. et al. | 2021
- 233
-
Emotional Intensity Level Analysis of Speech Emotional Intensity EstimationKawase, M. / Nakayama, M. et al. | 2021
- 239
-
Weightless Neural Networks for text classification using tf-idfSorgente, A. / Gregorio, M. De / Vettigli, G. et al. | 2021
- 245
-
End-to-end Keyword Spotting using Xception-1dValles-Pérez, I. / Gómez-Sanchis, J. / Martinez-Sober, M. / Vila-Francés, J. / López, A.-J. Serrano / Olivas, E. Soria et al. | 2021
- 251
-
Unsupervised Word Representations Learning with Bilinear Convolutional Network on CharactersSoulier, T. Luka. L. / Picard, D. et al. | 2021
- 257
-
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of WordsJain, A. / Paliwal, S. / Sharma, M. / Vig, L. et al. | 2021
- 263
-
Sparse mixture of von Mises-Fisher distributionBarbaro, F. / Rossi, F. et al. | 2021
- 269
-
Towards Robust Auxiliary Tasks for Language AdaptationRocha, G. / Cardoso, H. Lopes et al. | 2021
- 275
-
Continual Learning with Echo State NetworksBacciu, A. Cossu. D. / Carta, A. / Gallicchio, C. / Lomonaco, V. et al. | 2021
- 281
-
RecLVQ: Recurrent Learning Vector QuantizationRavichandran, J. / Villmann, T. / Kaden, M. et al. | 2021
- 287
-
Improvement on Generative Adversarial Network for Targeted Drug DesignSantos, B. P. / Abbasi, M. / Pereira, T. / Ribeiro, B. / Arrais, J. et al. | 2021
- 293
-
Reservoir Computing by Discretizing ODEsGallicchio, C. et al. | 2021
- 299
-
Constraint optimization for Echo State Networks applied to satellite image forecastingSteil, J. J. / Lieder, Y. et al. | 2021
- 305
-
Deep Echo State Networks for Functional Ambulation Categories EstimationPedrelli, L. / Bergamini, E. / Tramontano, M. / Vannozzi, G. / Mannini, A. et al. | 2021
- 311
-
An Algorithmic Approach to Establish a Lower Bound for the Size of Semiring Neural NetworksBöhm, M. / Schmid, T. et al. | 2021
- 317
-
Echo-state neural networks forecasting steelworks off-gases for their dispatching in CH4 and CH3OH syntheses reactorsMatino, I. / Dettori, S. / Colla, V. / Rechberger, K. / Kieberger, N. et al. | 2021
- 323
-
Deep Learning Model for Context-Dependent Survival AnalysisLanghendries, R. / Lacaille, J. et al. | 2021
- 329
-
Behavior Constraining in Weight Space for Offline Reinforcement LearningSwazinna, P. / Udluft, S. / Hein, D. / Runkler, T. et al. | 2021
- 335
-
Multiobjective Reinforcement Learning in Optimized Drug DesignAbbasi, M. / Pereira, T. / Santos, B. P. / Ribeiro, B. / Arrais, J. et al. | 2021
- 341
-
Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement LearningCalba, A. / Dutech, A. / Fix, J. et al. | 2021
- 347
-
Complex Data: Learning Trustworthily, Automatically, and with GuaranteesOneto, L. / Navarin, N. / Biggio, B. / Errica, F. / Micheli, A. / Scarselli, F. / Bianchini, M. / Sperduti, A. et al. | 2021
- 357
-
The Benefits of Adversarial Defence in GeneralisationOneto, L. / Ridella, S. / Anguita, D. et al. | 2021
- 363
-
Slope: A First-order Approach for Measuring Gradient ObfuscationPintor, M. / Demetrio, L. / Manca, G. / Biggio, B. / Roli, F. et al. | 2021
- 369
-
Robust Malware Classification via Deep Graph Networks on Call Graph TopologiesErrica, F. / Iadarola, G. / Martinelli, F. / Mercaldo, F. / Micheli, A. et al. | 2021
- 375
-
Boundary-Based Fairness Constraints in Decision Trees and Random ForestsNanfack, G. / Delchevalerie, V. / Frénay, B. et al. | 2021
- 381
-
NNBMSS: a Novel and Fast Method for Model Structure SelectionLendasse, A. / Khan, K. / Ratner, E. et al. | 2021
- 387
-
Pruning Neural Networks with SupermasksRolfs, V. / Kerzel, M. / Wermter, S. et al. | 2021
- 393
-
Compact Neural Architecture Search for Local Climate Zones ClassificationTraore, R. / Camero, A. / Zhu, X. et al. | 2021
- 399
-
Anomalous Cluster Detection in Large Networks with Diffusion-Percolation TestingLarroche, C. / Mazel, J. / Clémençon, S. et al. | 2021
- 405
-
Calliope - A Polyphonic Music TransformerValenti, A. / Berti, S. / Bacciu, D. et al. | 2021
- 411
-
Dynamic clustering and modeling of temporal data subject to common regressive effectsBonfils, L. / Same, A. / Oukhellou, L. et al. | 2021
- 417
-
Stochastic quartet approach for fast multidimensional scalingLambert, P. / Verleysen, C. de Bodt. M. / Lee, J. et al. | 2021
- 423
-
Federated Learning approach for SpectralClusteringHernández-Pereira, E. / Fontenla-Romero, O. / Guijarro-Berdiñas, B. / Sánchez, B. Pérez et al. | 2021
- 429
-
Validating static call graph-based malware signatures using community detection methodsMester, A. / Bodó, Z. et al. | 2021
- 435
-
Impact of data subsamplings in Fast Multi-Scale Neighbor EmbeddingLambert, P. / Lee, J. / Verleysen, M. / Bodt, C. de et al. | 2021
- 441
-
Semi-supervised learning with Bayesian Confidence Propagation Neural NetworkRavichandran, N. B. / Lansner, A. / Herman, P. et al. | 2021
- 447
-
Combining Attack Success Rate and DetectionRate for effective Universal Adversarial AttacksPoggioni, V. / Baia, A. E. / Milani, A. et al. | 2021
- 453
-
Machine learning and data mining for urban mobility intelligenceCome, E. / Oukhellou, L. / Same, A. / Sun, L. et al. | 2021
- 463
-
Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System ValidationGoffinet, E. / Lebbah, M. / Azzag, H. / Giraldi, L. / Coutant, A. et al. | 2021
- 469
-
Unsupervised Real-time Anomaly Detection for Multivariate Mobile Phone Traffic SeriesAkopyan, E. / Furno, A. / Faouzi, N.-E. EI / Gaume, E. et al. | 2021
- 475
-
In-Station Train Movements Prediction: from Shallow to Deep Multi Scale ModelsBoleto, G. / Oneto, L. / Cardellini, M. / Maratea, M. / Vallati, M. / Canepa, R. / Anguita, D. et al. | 2021
- 481
-
Deep Neural Networks for Classification of Riding Patterns: with a focus on explainabilityabadi, M. leyli / boubezoul, A. et al. | 2021
- 487
-
A Lightweight Approach for Origin-Destination Matrix AnonymizationMatet, B. / Come, E. / Furno, A. / Bonnetain, L. / Oukhellou, L. / Faouzi, N.-E. El et al. | 2021
- 493
-
Supervised learning of convex piecewise linear approximations of optimization problemsDuchesne, L. / Louveaux, Q. / Wehenkel, L. et al. | 2021
- 499
-
Real-time On-edge Classification: an Application to Domestic Acoustic Event RecognitionVuegen, L. / Karsmakers, P. et al. | 2021
- 505
-
Functional Gradient Descent for n-Tuple RegressionKatopodis, R. / Lima, P. / França, E. et al. | 2021
- 511
-
Estimating uncertainty in radiation oncology dose prediction with dropout and bootstrap in U-Net modelsLee, J. / Vanginderdeuren, A. / Huet-Dastarac, M. / Montero, A. M. Barragan et al. | 2021
- 517
-
Hierarchical Planning in Multilayered State-Action NetworksBrucklacher, M. / Mallot, H. A. / Baumann, T. et al. | 2021
- 523
-
Distribution Preserving Multiple Hypotheses Prediction for Uncertainty ModelingLeemann, T. / Sackmann, M. / Thielecke, J. / Hofmann, U. et al. | 2021
- 529
-
Orientation Adaptive Minimal Learning Machine for Directions of Atomic ForcesPihlajamäki, A. / Linja, J. / Hämäläinen, J. / Nieminen, P. / Kärkkäinen, S. Malola. T. / Häkkinen, H. et al. | 2021
- 535
-
Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic RegressionKhoo, F. S. / Zhu, D. / Hedderich, M. A. / Klakow, D. et al. | 2021
- 541
-
A Multi-ELM Model for Incomplete DataChi, B. / Lendasse, A. / Ratner, E. / Hu, R. et al. | 2021
- 547
-
The Coming of Age of Interpretable and Explainable Machine Learning ModelsLisboa, P. / Saralajew, S. / Vellido, A. / Villmann, T. et al. | 2021
- 557
-
AGLVQ - Making Generalized Vector Quantization Algorithms Aware of ContextGraeber, T. / Vetter, S. / Saralajew, S. / Unterreiner, M. / Schramm, D. et al. | 2021
- 563
-
A Parameterless t-SNE for Faithful Cluster Embeddings from Prototype-based Learning and CONN SimilarityTaylor, J. / Merényi, E. et al. | 2021
- 569
-
Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability?Lacaille, M. Chavent. J. / Mourer, A. / Olteanu, M. et al. | 2021
- 575
-
The partial response SVMWalters., B. / Ortega-Martorell, S. / Olier, I. / Lisboa, P. et al. | 2021
- 581
-
The LVQ-based Counter Propagation Network - an Interpretable Information Bottleneck ApproachKaden, M. / Schubert, R. / Bakhtiari, M. Mohannazadeh / Schwarz, L. / Villmann, T. et al. | 2021
- 587
-
Geometric Probing of Word VectorsBabazhanova, M. / Tezekbayev, M. / Assylbekov, Z. et al. | 2021
- 593
-
Context-specific sampling method for contextual explanationsMadhikermi, M. / Malhi, A. / Främling, K. et al. | 2021
- 599
-
SmoothLRP: Smoothing LRP by Averaging over Stochastic Input VariationsRaulf, A. / Däubener, S. / Hack, B. / Mosig, A. / Fischer, A. et al. | 2021
- 605
-
A Baseline for Shapley Values in MLPs: from Missingness to NeutralityIzzo, C. / Lipani, A. / Okhrati, R. / Medda, F. et al. | 2021
- 611
-
Quantifying Resemblance of Synthetic Medical Time-SeriesBhanot, K. / Dash, S. / Pedersen, J. / Guyon, I. / Bennett, K. et al. | 2021
- 617
-
Differentially Private Time Series GenerationArnout, H. / Bronner, J. / Runkler, T. et al. | 2021
- 623
-
Fusion of estimations from two modalities using the Viterbi's algorithm: application to fetal heart rate monitoringSouriau, R. / Fontecave-Jallon, J. / Rivet, B. et al. | 2021
- 629
-
Convolutional Neural Network Architecture for Classification of Aircraft Engines Flight Time SeriesBay, D. / Bisot, C. et al. | 2021
- 635
-
Multi-perspective embedding for non-metric time series classificationMünch, M. / Heilig, S. / Schleif, F.-M. et al. | 2021
- 641
-
IF: Iterative Fractional OptimizationDas, S. Chatterjee. S. / Pequito, S. et al. | 2021
- 647
-
A Relational Model for One-Shot ClassificationPolis, A. / Ilin, A. et al. | 2021
- 653
-
Instance-Based Multi-Label Classification via Multi-Target Distance RegressionHämäläinen, J. / Nieminen, P. / Kärkkäinen, T. et al. | 2021
- 659
-
A bag of nodes primer on weightless graph classificationBarbosa, R. / Carvalho, D. / Lima, P. / França, F. et al. | 2021
- 665
-
Gradient representations in ReLU networks as similarity functionsDaróczy, B. / Rácz, D. et al. | 2021