ECML PKDD 2018 workshops : DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised selected papers /: DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised selected papers. (2019)

• Record Type: Book
• Other Titles: DMLE 2018; IoTStream 2018
• Further Information: Note: Anna Monreale, Carlos Alzate et al. (eds.).
• Editors: Monreale, Anna; Alzate, Carlos
• Other Names: ECML PKDD (Conference); DMLE (Workshop), 1st; IoTStream (Workshop), 3rd
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (ix, 127 pages), illustrations (some color)
• Subjects: 006.3/1; Machine learning -- Congresses; Data mining -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030148805; 3030148807
• Related ISBNs: 9783030148799
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed March 12, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.