Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Peter A. Flach,Tijl Bie,Nello Cristianini Conference proceeding

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Label-Noise Robust Logistic Regression and Its Applicationsaluate the performance of our approach in synthetic experiments and we demonstrate several real applications including gene expression analysis, class topology discovery and learning from crowdsourcing data.

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Sentiment Classification with Supervised Sequence Embeddingpresent comparative evaluations of this method using two large-scale datasets for sentiment classification in online reviews (Amazon and TripAdvisor). The proposed method outperforms standard baselines that rely on bag-of-words representation populated with .-gram features.

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Conference proceedings 2012y in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 443 submissions. The final sections of the proceedings are devoted to Demo and Nectar papers. The Demo track inclu

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g to telescopes – including trying to design a perfect telescope by means of mathematical theory – his dioptrics is significant for our understanding of seventeenth-century relations between theory and practice978-90-481-6706-7978-1-4020-2698-0Series ISSN 1385-0180 Series E-ISSN 2215-0064

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Luc De Raedtg to telescopes – including trying to design a perfect telescope by means of mathematical theory – his dioptrics is significant for our understanding of seventeenth-century relations between theory and practice978-90-481-6706-7978-1-4020-2698-0Series ISSN 1385-0180 Series E-ISSN 2215-0064

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Pieter Abbeelry of light. As Huygens applied his mathematical proficiency to practical issues pertaining to telescopes – including trying to design a perfect telescope by means of mathematical theory – his dioptrics is significant for our understanding of seventeenth-century relations between theory and practice