会议文集


文集名Discovery Science
会议名27th International Conference on Discovery Science (DS 2024)
中译名《第二十七届国际发现科学会议，卷2》
会议日期October 14-16, 2024
会议地点Pisa, Italy
出版年2025
馆藏号356017


题名作者出版年
Splitting Stump Forests: Tree Ensemble Compression for Edge DevicesFouad Alkhoury; Pascal Welke2025
Faithfulness of Local Explanations for Tree-Based Ensemble ModelsAmir Hossein Akhavan Rahnama; Pierre Geurts; Henrik Bostrom2025
Random Forests for Heteroscedastic DataHugo Bellamy; Ross D. King2025
Learning Deep Rule Concepts as Alternating Boolean Pattern TreesFlorian Beck; Johannes Furnkranz; Van Quoc Phuong Huynh2025
ETIA: Towards an Automated Causal Discovery PipelineKonstantina Biza; Antonios Ntroumpogiannis; Sofia Triantafillou; Ioannis Tsamardinos2025
FedGES: A Federated Learning Approach for Bayesian Network Structure LearningPablo Torrijos; Jose A. Gamez; Jose M. Puerta2025
Enhancing Industrial Control Systems Security: Real-Time Anomaly Detection with Uncertainty EstimationErmiyas Birihanu; Ayyoub Soullami; Imre Lendak2025
ITERADE - ITERative Anomaly Detection Ensemble for Credit Card Fraud DetectionBahar Emami Afshar; Paula Branco; Tolga Kurt; Utku Gorkem Ketenci; Hikmet Mazmanoglu2025
Purifying Adversarial Examples Using an AutoencoderThijs van Weezel; Famke van Ree; Tychon Bos; Patrick Bastiaanssen; Sibylle Hess2025
Approximate Compression of CNF ConceptsSieben Bocklandt; Vincent Derkinderen; Angelika Kimmig; Luc De Raedt2025
Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation ModelFabio Michele Russo; Carlo Metta; Anna Monreale; Salvatore Rinzivillo; Fabio Pinelli2025
An Attention-Based CNN Approach to Detect Forest Tree Dieback Caused by Insect Outbreak in Sentinel-2 ImagesVito Recchia; Giuseppina Andresini; Annalisa Appice; Gianpietro Fontana; Donato Malerba2025
Explaining Image Classifiers with Visual DebatesAvinash Kori; Ben Glocker; Francesca Toni2025
Resource-Constrained Binary Image ClassificationSean Park; Jorg Wicker; Katharina Dost2025
Towards a Multimodal Framework for Remote Sensing Image Change Retrieval and CaptioningRoger Ferrod; Luigi Di Caro; Dino Ienco2025
Improving the Performance of Already Trained Classifiers Through an Automatic Explanation-Based Learning ApproachAndrea Apicella; Salvatore Giugliano; Francesco Isgro; Roberto Prevete2025
A Simple Method for Classifier Accuracy Prediction Under Prior Probability ShiftLorenzo Volpi; Alejandro Moreo; Fabrizio Sebastiani2025
Pairwise Difference Learning for ClassificationMohamed Karim Belaid; Maximilian Rabus; Eyke Hullermeier2025
Explaining Urban Vehicle Emissions in RomeMatteo Bohm; Patricio Reyes; Mirco Nanni; Luca Pappalardo2025
Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances IdentificationAlessio Cascione; Mattia Setzu; Federico A. Galatolo; Mario G. C. A. Cimino; Riccardo Guidotti2025
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