会议文集


文集名Advances in Intelligent Data Analysis XX
会议名20th International Symposium on Intelligent Data Analysis (IDA 2022)
中译名《第二十届国际智能数据分析会议》
会议日期April 20-22, 2022
会议地点Rennes, France
出版年2022
馆藏号343372


题名作者出版年
Multi-modal Ensembles of Regressor Chains for Multi-output PredictionEkaterina Antonenko; Jesse Read2022
A Two-Step Approach for Explainable Relation ExtractionHugo Ayats; Peggy Cellier; Sebastien Ferre2022
Towards Automation of Topic Taxonomy ConstructionYann Dauxais; Urchade Zaratiana; Matthieu Laneuville; Simon David Hernandez; Pierre Holat; Charlie Grosman2022
A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data SetNarjes Davari; Sepideh Pashami; Bruno Veloso; Slawomir Nowaczyk; Yuantao Fan; Pedro Mota Pereira; Rita P. Ribeiro; Joao Gama2022
Detection and Multi-label Classification of BatsLucile Dierckx; Melanie Beauvois; Siegfried Nijssen2022
End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural NetworkYaroub Elloumi; Nesrine Abroug; Mohamed Hedi Bedoui2022
Efficient Bayesian Learning of Sparse Deep Artificial Neural NetworksMohamed Fakhfakh; Bassem Bouaziz; Lotfi Chaari; Faiez Gargouri2022
Tensor Completion Post-CorrectionHadi Fanaee-T2022
S-LIME: Reconciling Locality and Fidelity in Linear ExplanationsRomaric Gaudel; Luis Galarraga; Julien Delaunay; Laurence Roze; Vaishnavi Bhargava2022
Quantifying Changes in Predictions of Classification Models for Data StreamsMaciej Grzenda2022
Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental FactorsStefany Guarnizo; Ioanna Miliou; Panagiotis Papapetrou2022
On Usefulness of Outlier Elimination in Classification TasksDusan Hetlerovic; Lubos Popelinsky; Pavel Brazdil; Carlos Soares; Fernando Freitas2022
Suitability of Different Metric Choices for Concept Drift DetectionFabian Hinder; Valerie Vaquet; Barbara Hammer2022
Exploring the Geometry and Topology of Neural Network Loss LandscapesStefan Horoi; Jessie Huang; Bastian Rieck; Guillaume Lajoie; Guy Wolf; Smita Krishnaswamy2022
Selecting Outstanding Patterns Based on Their NeighbourhoodEtienne Lehembre; Ronan Bureau; Bruno Cremilleux; Bertrand Cuissart; Jean-Luc Lamotte; Alban Lepailleur; Abdelkader Ouali; Albrecht Zimmermann2022
Using Explainable Boosting Machine to Compare Idiographic and Nomothetic Approaches for Ecological Momentary Assessment DataMandani Ntekouli; Gerasimos Spanakis; Lourens Waldorp; Anne Roefs2022
dunXai: DO-U-Net for Explainable (Multi-label) Image Classification: Applications to Biomedical ImagesToyah Overton; Allan Tucker; Tim James; Dimitar Hristozov2022
AGS: Attribution Guided Sharpening as a Defense Against Adversarial AttacksJavier Perez Tobia; Phillip Braun; Apurva Narayan2022
VAE-CE: Visual Contrastive Explanation Using Disentangled VAEsYoeri Poels; Vlado Menkovski2022
Evaluation of Uplift Models with Non-Random Assignment BiasMina Rafla; Nicolas Voisine; Bruno Cremilleux2022
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