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@inproceedings{DBLP:conf/pkdd/BakkerHW23, author = {Tim Bakker and Herke van Hoof and Max Welling}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {3--19}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_1}, doi = {10.1007/978-3-031-43412-9\_1}, timestamp = {Wed, 20 Sep 2023 23:28:45 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/BakkerHW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ChenWLCD23, author = {Cheng Chen and Yong Wang and Lizi Liao and Yueguo Chen and Xiaoyong Du}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Real: {A} Representative Error-Driven Approach for Active Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {20--37}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_2}, doi = {10.1007/978-3-031-43412-9\_2}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ChenWLCD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ChengXLLLL23, author = {Debo Cheng and Ziqi Xu and Jiuyong Li and Lin Liu and Thuc Duy Le and Jixue Liu}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Learning Conditional Instrumental Variable Representation for Causal Effect Estimation}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {525--540}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_31}, doi = {10.1007/978-3-031-43412-9\_31}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ChengXLLLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/CiravegnaPBMG23, author = {Gabriele Ciravegna and Fr{\'{e}}d{\'{e}}ric Precioso and Alessandro Betti and Kevin Mottin and Marco Gori}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Knowledge-Driven Active Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {38--54}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_3}, doi = {10.1007/978-3-031-43412-9\_3}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/CiravegnaPBMG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/DulnyHK23, author = {Andrzej Dulny and Andreas Hotho and Anna Krause}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {DynaBench: {A} Benchmark Dataset for Learning Dynamical Systems from Low-Resolution Data}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {438--455}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_26}, doi = {10.1007/978-3-031-43412-9\_26}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/DulnyHK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/FradiS23, author = {Anis Fradi and Chafik Samir}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {A New Framework for Classifying Probability Density Functions}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {507--522}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_30}, doi = {10.1007/978-3-031-43412-9\_30}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/FradiS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/GaoTXL23, author = {Zhangyang Gao and Cheng Tan and Jun Xia and Stan Z. Li}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Co-supervised Pre-training of Pocket and Ligand}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {405--421}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_24}, doi = {10.1007/978-3-031-43412-9\_24}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/GaoTXL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/GilhuberBRFS23, author = {Sandra Gilhuber and Julian Busch and Daniel Rotthues and Christian M. M. Frey and Thomas Seidl}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient Node Classification}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {75--91}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_5}, doi = {10.1007/978-3-031-43412-9\_5}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/GilhuberBRFS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/GorantlaGDL23, author = {Sruthi Gorantla and Kishen N. Gowda and Amit Deshpande and Anand Louis}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Socially Fair Center-Based and Linear Subspace Clustering}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {727--742}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_43}, doi = {10.1007/978-3-031-43412-9\_43}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/GorantlaGDL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HuWL23, author = {Jia Hu and Chu Wang and Xianghong Lin}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Spatio-Temporal Pyramid Networks for Traffic Forecasting}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {339--354}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_20}, doi = {10.1007/978-3-031-43412-9\_20}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HuWL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HuangLCFSMYPP23, author = {Tianjin Huang and Shiwei Liu and Tianlong Chen and Meng Fang and Li Shen and Vlado Menkovski and Lu Yin and Yulong Pei and Mykola Pechenizkiy}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Enhancing Adversarial Training via Reweighting Optimization Trajectory}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {113--130}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_7}, doi = {10.1007/978-3-031-43412-9\_7}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HuangLCFSMYPP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HuegleHS23, author = {Johannes Huegle and Christopher Hagedorn and Rainer Schlosser}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {A KNN-Based Non-Parametric Conditional Independence Test for Mixed Data and Application in Causal Discovery}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {541--558}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_32}, doi = {10.1007/978-3-031-43412-9\_32}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HuegleHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KarkarGR23, author = {Skander Karkar and Patrick Gallinari and Alain Rakotomamonjy}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Adversarial Sample Detection Through Neural Network Transport Dynamics}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {164--181}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_10}, doi = {10.1007/978-3-031-43412-9\_10}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KarkarGR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KhoshvishkaieMMK23, author = {Ali Khoshvishkaie and Petrus Mikkola and Pierre{-}Alexandre Murena and Samuel Kaski}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Cooperative Bayesian Optimization for Imperfect Agents}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {475--490}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_28}, doi = {10.1007/978-3-031-43412-9\_28}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/KhoshvishkaieMMK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KleinLB23, author = {Mauritius Klein and Collin Leiber and Christian B{\"{o}}hm}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {k-SubMix: Common Subspace Clustering on Mixed-Type Data}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {662--677}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_39}, doi = {10.1007/978-3-031-43412-9\_39}, timestamp = {Tue, 30 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/KleinLB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LeiZWXZ23, author = {Qin Lei and Jiang Zhong and Chen Wang and Yang Xia and Yangmei Zhou}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Dynamic Thresholding for Accurate Crack Segmentation Using Multi-objective Optimization}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {389--404}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_23}, doi = {10.1007/978-3-031-43412-9\_23}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LeiZWXZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LiLZWLX23, author = {Jiaming Li and Lang Lang and Zhenlong Zhu and Haozhao Wang and Ruixuan Li and Wenchao Xu}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Decompose, Then Reconstruct: {A} Framework of Network Structures for Click-Through Rate Prediction}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {422--437}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_25}, doi = {10.1007/978-3-031-43412-9\_25}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LiLZWLX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LiXWC23, author = {Jindong Li and Qianli Xing and Qi Wang and Yi Chang}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {{CVTGAD:} Simplified Transformer with Cross-View Attention for Unsupervised Graph-Level Anomaly Detection}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {185--200}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_11}, doi = {10.1007/978-3-031-43412-9\_11}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LiXWC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LiY23, author = {Chen Li and Yoshihiro Yamanishi}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {SpotGAN: {A} Reverse-Transformer {GAN} Generates Scaffold-Constrained Molecules with Property Optimization}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {323--338}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_19}, doi = {10.1007/978-3-031-43412-9\_19}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LiY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LinZLBTK23, author = {Xiaofeng Lin and Guoxi Zhang and Xiaotian Lu and Han Bao and Koh Takeuchi and Hisashi Kashima}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Estimating Treatment Effects Under Heterogeneous Interference}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {576--592}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_34}, doi = {10.1007/978-3-031-43412-9\_34}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LinZLBTK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LiuLZ23, author = {Fei Liu and Yibo Li and Meiyun Zuo}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {{KESHEM:} Knowledge Enabled Short Health Misinformation Detection Framework}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {372--388}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_22}, doi = {10.1007/978-3-031-43412-9\_22}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LiuLZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/MarchelloCB23, author = {Giulia Marchello and Marco Corneli and Charles Bouveyron}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {A Deep Dynamic Latent Block Model for the Co-Clustering of Zero-Inflated Data Matrices}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {695--710}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_41}, doi = {10.1007/978-3-031-43412-9\_41}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/MarchelloCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/MaretteMN23, author = {Thibault Marette and Pauli Miettinen and Stefan Neumann}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Visualizing Overlapping Biclusterings and Boolean Matrix Factorizations}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {743--758}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_44}, doi = {10.1007/978-3-031-43412-9\_44}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/MaretteMN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/MartensPD23, author = {Timo Martens and Lorenzo Perini and Jesse Davis}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Semi-supervised Learning from Active Noisy Soft Labels for Anomaly Detection}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {219--236}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_13}, doi = {10.1007/978-3-031-43412-9\_13}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/MartensPD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/NishikinoK23, author = {Keizaburo Nishikino and Kenichi Kobayashi}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Adversarial Imitation Learning with Controllable Rewards for Text Generation}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {131--146}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_8}, doi = {10.1007/978-3-031-43412-9\_8}, timestamp = {Mon, 25 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/NishikinoK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/NiuPC23, author = {Chaoxi Niu and Guansong Pang and Ling Chen}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Graph-Level Anomaly Detection via Hierarchical Memory Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {201--218}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_12}, doi = {10.1007/978-3-031-43412-9\_12}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/NiuPC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/NoletGFDERZRO23, author = {Corey J. Nolet and Divye Gala and Alexandre Fender and Mahesh Doijade and Joe Eaton and Edward Raff and John Zedlewski and Brad Rees and Tim Oates}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {cuSLINK: Single-Linkage Agglomerative Clustering on the {GPU}}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {711--726}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_42}, doi = {10.1007/978-3-031-43412-9\_42}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/NoletGFDERZRO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PouxMedardVL23, author = {Ga{\"{e}}l Poux{-}M{\'{e}}dard and Julien Velcin and Sabine Loudcher}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Powered Dirichlet Process - Controlling the "Rich-Get-Richer" Assumption in Bayesian Clustering}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {611--626}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_36}, doi = {10.1007/978-3-031-43412-9\_36}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/PouxMedardVL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RauchAHWBS23, author = {Lukas Rauch and Matthias A{\ss}enmacher and Denis Huseljic and Moritz Wirth and Bernd Bischl and Bernhard Sick}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {ActiveGLAE: {A} Benchmark for Deep Active Learning with Transformers}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {55--74}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_4}, doi = {10.1007/978-3-031-43412-9\_4}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/RauchAHWBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RoskamsHieterWW23, author = {Breeshey Roskams{-}Hieter and Jude Wells and Sara Wade}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Leveraging Variational Autoencoders for Multiple Data Imputation}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {491--506}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_29}, doi = {10.1007/978-3-031-43412-9\_29}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/RoskamsHieterWW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RudasJ23, author = {Krzysztof Rudas and Szymon Jaroszewicz}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Regularization for Uplift Regression}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {593--608}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_35}, doi = {10.1007/978-3-031-43412-9\_35}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/RudasJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/SedovaZR23, author = {Anastasiia Sedova and Lena Zellinger and Benjamin Roth}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {237--253}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_14}, doi = {10.1007/978-3-031-43412-9\_14}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/SedovaZR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ShethKMCL23, author = {Paras Sheth and Tharindu Kumarage and Raha Moraffah and Aman Chadha and Huan Liu}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {{PEACE:} Cross-Platform Hate Speech Detection - {A} Causality-Guided Framework}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {559--575}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_33}, doi = {10.1007/978-3-031-43412-9\_33}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ShethKMCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/UpadhyayPV23, author = {Rishabh Upadhyay and Gabriella Pasi and Marco Viviani}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {A Passage Retrieval Transformer-Based Re-Ranking Model for Truthful Consumer Health Search}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {355--371}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_21}, doi = {10.1007/978-3-031-43412-9\_21}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/UpadhyayPV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WieseWPBGR23, author = {Jonas Gregor Wiese and Lisa Wimmer and Theodore Papamarkou and Bernd Bischl and Stephan G{\"{u}}nnemann and David R{\"{u}}gamer}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Towards Efficient {MCMC} Sampling in Bayesian Neural Networks by Exploiting Symmetry}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {459--474}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_27}, doi = {10.1007/978-3-031-43412-9\_27}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WieseWPBGR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WongRHN23, author = {Mike Wong and Edward Raff and James Holt and Ravi Netravali}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Marvolo: Programmatic Data Augmentation for Deep Malware Detection}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {270--285}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_16}, doi = {10.1007/978-3-031-43412-9\_16}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WongRHN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/XingT23, author = {Bowen Xing and Ivor W. Tsang}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Co-Evolving Graph Reasoning Network for Emotion-Cause Pair Extraction}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {305--322}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_18}, doi = {10.1007/978-3-031-43412-9\_18}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/XingT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/YangHCMZL23, author = {Yuting Yang and Pei Huang and Juan Cao and Feifei Ma and Jian Zhang and Jintao Li}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Quantifying Robustness to Adversarial Word Substitutions}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {95--112}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_6}, doi = {10.1007/978-3-031-43412-9\_6}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/YangHCMZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/YooZZA23, author = {Jaemin Yoo and Yue Zhao and Lingxiao Zhao and Leman Akoglu}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {{DSV:} An Alignment Validation Loss for Self-supervised Outlier Model Selection}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {254--269}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_15}, doi = {10.1007/978-3-031-43412-9\_15}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/YooZZA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhangPD23, author = {Jingrui Zhang and Ninh Pham and Gillian Dobbie}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {A Transductive Forest for Anomaly Detection with Few Labels}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {286--301}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_17}, doi = {10.1007/978-3-031-43412-9\_17}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ZhangPD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhaoYN23, author = {Mingyu Zhao and Weidong Yang and Feiping Nie}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Transformer-Based Contrastive Multi-view Clustering via Ensembles}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {678--694}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_40}, doi = {10.1007/978-3-031-43412-9\_40}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ZhaoYN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhengJY23, author = {Yimei Zheng and Caiyan Jia and Jian Yu}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Contrastive Learning with Cluster-Preserving Augmentation for Attributed Graph Clustering}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {644--661}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_38}, doi = {10.1007/978-3-031-43412-9\_38}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ZhengJY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhuZJWXSCC23, author = {Zhiyu Zhu and Jiayu Zhang and Zhibo Jin and Xinyi Wang and Minhui Xue and Jun Shen and Kim{-}Kwang Raymond Choo and Huaming Chen}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Towards Minimising Perturbation Rate for Adversarial Machine Learning with Pruning}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {147--163}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_9}, doi = {10.1007/978-3-031-43412-9\_9}, timestamp = {Fri, 29 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ZhuZJWXSCC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZnalezniakRKTS23, author = {Michal Znalezniak and Przemyslaw Rola and Patryk Kaszuba and Jacek Tabor and Marek Smieja}, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Contrastive Hierarchical Clustering}, booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, pages = {627--643}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9\_37}, doi = {10.1007/978-3-031-43412-9\_37}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ZnalezniakRKTS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2023-1, editor = {Danai Koutra and Claudia Plant and Manuel Gomez{-}Rodriguez and Elena Baralis and Francesco Bonchi}, title = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14169}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43412-9}, doi = {10.1007/978-3-031-43412-9}, isbn = {978-3-031-43411-2}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/2023-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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