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" ECML PKDD 2018 workshops : "
Anna Monreale, Carlos Alzate et al. (eds.).
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BL
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| Record Number
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861275
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| Main Entry
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ECML PKDD (Conference)(2018 :, Dublin, Ireland)
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| Title & Author
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ECML PKDD 2018 workshops : : DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised selected papers /\ Anna Monreale, Carlos Alzate et al. (eds.).
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| Publication Statement
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Cham, Switzerland :: Springer,, 2019.
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| Series Statement
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Communications in Computer and Information Science,; 967
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| Page. NO
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1 online resource (ix, 127 pages) :: illustrations (some color)
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| ISBN
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3030148793
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: 3030148807
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: 3030148815
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: 9783030148799
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: 9783030148805
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: 9783030148812
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9783030148799
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| Notes
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Includes author index.
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| Contents
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Decentralized Machine Learning on the Edge. -- Sparsity in Deep Neural Networks -- An Empirical Investigation with TensorQuant. -- Asynchronous Federated Learning for Geospatial Applications. -- Generalizing Knowledge in Decentralized Rule-based Models. -- Introducing Noise in Decentralized Training of Neural Networks. -- Query Log Analysis: Detecting Anomalies in DNS Traffic at a TLD Resolver. -- Multimodal Tweet Sentiment Classification Algorithm Based on Attention Mechanism. -- Active Learning by Clustering for Drifted Data Stream Classification. -- Self Hyper-Parameter Tuning for Stream Recommendation Algorithms. -- Deep Online Storage-Free Learning on Unordered Image Streams. -- Fault Prognostics for the Predictive Maintenance of Wind Turbines: State of the Art.
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| Abstract
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This book constitutes revised selected papers from the workshops DMLE and IoTStream, held at the 18thEuropean Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018. The 8 full papers presented in this volume were carefully reviewed and selected from a total of 12 submissions. The workshops included are: DMLE 2018: First Workshop on Decentralized Machine Learning at the Edge IoTStream 2018: 3rd Workshop on IoT Large Scale Machine Learning from Data Streams.
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| Subject
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Data mining, Congresses.
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Machine learning, Congresses.
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Data mining.
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Machine learning.
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| Dewey Classification
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006.3/1
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| LC Classification
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Q325.5
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| Added Entry
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Alzate, Carlos
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Monreale, Anna
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| Added Entry
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DMLE (Workshop)(1st :2018 :, Dublin, Ireland)
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IoTStream (Workshop)(3rd :2018 :, Dublin, Ireland)
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| Parallel Title
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DMLE 2018
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: IoTStream 2018
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