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@inproceedings{DBLP:conf/pkdd/Abou-MoustafaS15, author = {Karim T. Abou{-}Moustafa and Dale Schuurmans}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Generalization in Unsupervised Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {300--317}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_19}, doi = {10.1007/978-3-319-23528-8\_19}, timestamp = {Mon, 30 Nov 2020 08:47:26 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/Abou-MoustafaS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/AcharyaTHTZG15, author = {Ayan Acharya and Dean Teffer and Jette Henderson and Marcus Tyler and Mingyuan Zhou and Joydeep Ghosh}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Gamma Process Poisson Factorization for Joint Modeling of Network and Documents}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {283--299}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_18}, doi = {10.1007/978-3-319-23528-8\_18}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/AcharyaTHTZG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/Al-OtaibiPKF15, author = {Reem Al{-}Otaibi and Ricardo B. C. Prud{\^{e}}ncio and Meelis Kull and Peter A. Flach}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Versatile Decision Trees for Learning Over Multiple Contexts}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {184--199}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_12}, doi = {10.1007/978-3-319-23528-8\_12}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/Al-OtaibiPKF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/AmidGU15, author = {Ehsan Amid and Aristides Gionis and Antti Ukkonen}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {A Kernel-Learning Approach to Semi-supervised Clustering with Relative Distance Comparisons}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {219--234}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_14}, doi = {10.1007/978-3-319-23528-8\_14}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/AmidGU15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/AnKBBS15, author = {Senjian An and Qiuhong Ke and Mohammed Bennamoun and Farid Boussa{\"{\i}}d and Ferdous Ahmed Sohel}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Sign Constrained Rectifier Networks with Applications to Pattern Decompositions}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {546--559}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_34}, doi = {10.1007/978-3-319-23528-8\_34}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/AnKBBS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/BohmerO15, author = {Wendelin B{\"{o}}hmer and Klaus Obermayer}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Regression with Linear Factored Functions}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {119--134}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_8}, doi = {10.1007/978-3-319-23528-8\_8}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/BohmerO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/CharuvakaR15, author = {Anveshi Charuvaka and Huzefa Rangwala}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {HierCost: Improving Large Scale Hierarchical Classification with Cost Sensitive Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {675--690}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_42}, doi = {10.1007/978-3-319-23528-8\_42}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/CharuvakaR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/CzarneckiJT15, author = {Wojciech Marian Czarnecki and Rafal J{\'{o}}zefowicz and Jacek Tabor}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Maximum Entropy Linear Manifold for Learning Discriminative Low-Dimensional Representation}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {52--67}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_4}, doi = {10.1007/978-3-319-23528-8\_4}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/CzarneckiJT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/DachraouiBC15, author = {Asma Dachraoui and Alexis Bondu and Antoine Cornu{\'{e}}jols}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Early Classification of Time Series as a Non Myopic Sequential Decision Making Problem}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {433--447}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_27}, doi = {10.1007/978-3-319-23528-8\_27}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/DachraouiBC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/DavidS15, author = {Yahel David and Nahum Shimkin}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Refined Algorithms for Infinitely Many-Armed Bandits with Deterministic Rewards}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {464--479}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_29}, doi = {10.1007/978-3-319-23528-8\_29}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/DavidS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/GhoshP15, author = {Shaona Ghosh and Adam Pr{\"{u}}gel{-}Bennett}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Ising Bandits with Side Information}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {448--463}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_28}, doi = {10.1007/978-3-319-23528-8\_28}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/GhoshP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/GrosshansS15, author = {Michael Gro{\ss}hans and Tobias Scheffer}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Solving Prediction Games with Parallel Batch Gradient Descent}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {152--167}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_10}, doi = {10.1007/978-3-319-23528-8\_10}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/GrosshansS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HaberRP15, author = {Rana Haber and Anand Rangarajan and Adrian M. Peter}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Discriminative Interpolation for Classification of Functional Data}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {20--36}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_2}, doi = {10.1007/978-3-319-23528-8\_2}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HaberRP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HuangGA15, author = {Yinjie Huang and Michael Georgiopoulos and Georgios C. Anagnostopoulos}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Hash Function Learning via Codewords}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {659--674}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_41}, doi = {10.1007/978-3-319-23528-8\_41}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HuangGA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HuangKDB15, author = {David Tse Jung Huang and Yun Sing Koh and Gillian Dobbie and Albert Bifet}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Drift Detection Using Stream Volatility}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {417--432}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_26}, doi = {10.1007/978-3-319-23528-8\_26}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/HuangKDB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ImBT15, author = {Daniel Jiwoong Im and Ethan Buchman and Graham W. Taylor}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {An Empirical Investigation of Minimum Probability Flow Learning Under Different Connectivity Patterns}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {483--497}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_30}, doi = {10.1007/978-3-319-23528-8\_30}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ImBT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ImT15, author = {Daniel Jiwoong Im and Graham W. Taylor}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Scoring and Classifying with Gated Auto-Encoders}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {533--545}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_33}, doi = {10.1007/978-3-319-23528-8\_33}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ImT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KohKI15, author = {Koh Takeuchi and Yoshinobu Kawahara and Tomoharu Iwata}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Higher Order Fused Regularization for Supervised Learning with Grouped Parameters}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {577--593}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_36}, doi = {10.1007/978-3-319-23528-8\_36}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KohKI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KullF15, author = {Meelis Kull and Peter A. Flach}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Novel Decompositions of Proper Scoring Rules for Classification: Score Adjustment as Precursor to Calibration}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {68--85}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_5}, doi = {10.1007/978-3-319-23528-8\_5}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/KullF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LeeZFB15, author = {Dong{-}Hyun Lee and Saizheng Zhang and Asja Fischer and Yoshua Bengio}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Difference Target Propagation}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {498--515}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_31}, doi = {10.1007/978-3-319-23528-8\_31}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LeeZFB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LuoPGF15, author = {Peng Luo and Jinye Peng and Ziyu Guan and Jianping Fan}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Multi-view Semantic Learning for Data Representation}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {367--382}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_23}, doi = {10.1007/978-3-319-23528-8\_23}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/LuoPGF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/MineiroK15, author = {Paul Mineiro and Nikos Karampatziakis}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Fast Label Embeddings via Randomized Linear Algebra}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {37--51}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_3}, doi = {10.1007/978-3-319-23528-8\_3}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/MineiroK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/MirzazadehWGS15, author = {Farzaneh Mirzazadeh and Martha White and Andr{\'{a}}s Gy{\"{o}}rgy and Dale Schuurmans}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Scalable Metric Learning for Co-Embedding}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {625--642}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_39}, doi = {10.1007/978-3-319-23528-8\_39}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/MirzazadehWGS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/NamMKF15, author = {Jinseok Nam and Eneldo Loza Menc{\'{\i}}a and Hyunwoo J. Kim and Johannes F{\"{u}}rnkranz}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Predicting Unseen Labels Using Label Hierarchies in Large-Scale Multi-label Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {102--118}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_7}, doi = {10.1007/978-3-319-23528-8\_7}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/NamMKF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/NicolaeGHS15, author = {Maria{-}Irina Nicolae and {\'{E}}ric Gaussier and Amaury Habrard and Marc Sebban}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Joint Semi-supervised Similarity Learning for Linear Classification}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {594--609}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_37}, doi = {10.1007/978-3-319-23528-8\_37}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/NicolaeGHS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/OrorbiaRWG15, author = {Alexander G. Ororbia II and David Reitter and Jian Wu and C. Lee Giles}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {516--532}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_32}, doi = {10.1007/978-3-319-23528-8\_32}, timestamp = {Fri, 19 Jan 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/OrorbiaRWG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PeiLF15, author = {Yuanli Pei and Li{-}Ping Liu and Xiaoli Z. Fern}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Bayesian Active Clustering with Pairwise Constraints}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {235--250}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_15}, doi = {10.1007/978-3-319-23528-8\_15}, timestamp = {Thu, 12 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/PeiLF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PozzoloCB15, author = {Andrea Dal Pozzolo and Olivier Caelen and Gianluca Bontempi}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {When is Undersampling Effective in Unbalanced Classification Tasks?}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {200--215}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_13}, doi = {10.1007/978-3-319-23528-8\_13}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/PozzoloCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PrestwichFCO15, author = {Steven D. Prestwich and Adejuyigbe O. Fajemisin and Laura Climent and Barry O'Sullivan}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Solving a Hard Cutting Stock Problem by Machine Learning and Optimisation}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {335--347}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_21}, doi = {10.1007/978-3-319-23528-8\_21}, timestamp = {Mon, 07 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/PrestwichFCO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RatajczakTP15, author = {Martin Ratajczak and Sebastian Tschiatschek and Franz Pernkopf}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Structured Regularizer for Neural Higher-Order Sequence Models}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {168--183}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_11}, doi = {10.1007/978-3-319-23528-8\_11}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/RatajczakTP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RaykarS15, author = {Vikas C. Raykar and Amrita Saha}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Data Split Strategiesfor Evolving Predictive Models}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {3--19}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_1}, doi = {10.1007/978-3-319-23528-8\_1}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/RaykarS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RingO0NLH15, author = {Markus Ring and Florian Otto and Martin Becker and Thomas Niebler and Dieter Landes and Andreas Hotho}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {ConDist: {A} Context-Driven Categorical Distance Measure}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {251--266}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_16}, doi = {10.1007/978-3-319-23528-8\_16}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/RingO0NLH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/SechidisB15, author = {Konstantinos Sechidis and Gavin Brown}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Markov Blanket Discovery in Positive-Unlabelled and Semi-supervised Data}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {351--366}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_22}, doi = {10.1007/978-3-319-23528-8\_22}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/SechidisB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ShaoHY15, author = {Weixiang Shao and Lifang He and Philip S. Yu}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with L\({}_{\mbox{2}}\), 1 Regularization}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {318--334}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_20}, doi = {10.1007/978-3-319-23528-8\_20}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ShaoHY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ShiL15, author = {Ziqiang Shi and Rujie Liu}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Large Scale Optimization with Proximal Stochastic Newton-Type Gradient Descent}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {691--704}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_43}, doi = {10.1007/978-3-319-23528-8\_43}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ShiL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ShigetoSHSM15, author = {Yutaro Shigeto and Ikumi Suzuki and Kazuo Hara and Masashi Shimbo and Yuji Matsumoto}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Ridge Regression, Hubness, and Zero-Shot Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {135--151}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_9}, doi = {10.1007/978-3-319-23528-8\_9}, timestamp = {Tue, 16 Jan 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ShigetoSHSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/StorkeyZH15, author = {Amos J. Storkey and Zhanxing Zhu and Jinli Hu}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Aggregation Under Bias: R{\'{e}}nyi Divergence Aggregation and Its Implementation via Machine Learning Markets}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {560--574}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_35}, doi = {10.1007/978-3-319-23528-8\_35}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/StorkeyZH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/TschiatschekP15, author = {Sebastian Tschiatschek and Franz Pernkopf}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Parameter Learning of Bayesian Network Classifiers Under Computational Constraints}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {86--101}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_6}, doi = {10.1007/978-3-319-23528-8\_6}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/TschiatschekP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WagnerZNS15, author = {Sebastian Wagner and Max Zimmermann and Eirini Ntoutsi and Myra Spiliopoulou}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Ageing-Based Multinomial Naive Bayes Classifiers Over Opinionated Data Streams}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {401--416}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_25}, doi = {10.1007/978-3-319-23528-8\_25}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WagnerZNS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangNCYLS15, author = {Sen Wang and Feiping Nie and Xiaojun Chang and Lina Yao and Xue Li and Quan Z. Sheng}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Unsupervised Feature Analysis with Class Margin Optimization}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {383--398}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_24}, doi = {10.1007/978-3-319-23528-8\_24}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WangNCYLS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/Xie15, author = {Pengtao Xie}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Learning Compact and Effective Distance Metrics with Diversity Regularization}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {610--624}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_38}, doi = {10.1007/978-3-319-23528-8\_38}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/Xie15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/YeA15, author = {Junting Ye and Leman Akoglu}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Discovering Opinion Spammer Groups by Network Footprints}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {267--282}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_17}, doi = {10.1007/978-3-319-23528-8\_17}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/YeA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhuS15, author = {Zhanxing Zhu and Amos J. Storkey}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Adaptive Stochastic Primal-Dual Coordinate Descent for Separable Saddle Point Problems}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {645--658}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_40}, doi = {10.1007/978-3-319-23528-8\_40}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ZhuS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2015-1, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8}, doi = {10.1007/978-3-319-23528-8}, isbn = {978-3-319-23527-1}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2015-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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