Description: ECML PKDD 2018 Workshops by Carlos Alzate, Anna Monreale, Haytham Assem, Albert Bifet, Teodora Sandra Buda, Bora Caglayan, Brett Drury, Irena Koprinska, Eva García-Martín, Ricard Gavaldà This book constitutes revised selected papers from the workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018. The 20 papers presented in this volume were carefully reviewed and selected from a total of 32 submissions. The workshops included are:Nemesis 2018: First Workshop on Recent Advances in Adversarial Machine LearningUrbReas 2018: First International Workshop on Urban Reasoning from Complex Challenges in CitiesSoGood 2018: Third Workshop on Data Science for Social GoodIWAISe 2018: Second International Workshop on Artificial Intelligence in SecurityGreen Data Mining 2018: First International Workshop on Energy Efficient Data Mining and Knowledge Discovery FORMAT Paperback LANGUAGE English CONDITION Brand New Table of Contents Label Sanitization against Label Flipping Poisoning Attacks.- Limitations of the Lipschitz constant as a Defense Against Adversarial Examples.- Understanding Adversarial Space through the Lens of Attribution.- Detecting Potential Local Adversarial Examples for Human-Interpretable Defense.- Smart Cities with Deep Edges.- Computational Model for Urban Growth Using Socioeconomic Latent Parameters.- Object Geolocation from Crowdsourced Street Level Imagery.- Extending Support Vector Regression to Constraint Optimization: Application to the Reduction of Potentially Avoidable Hospitalizations.- SALER: a Data Science Solution to Detect and Prevent Corruption in Public Administration.- MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities.- Designing Data-Driven Solutions to Societal Problems: Challenges and Approaches.- Host based Intrusion Detection System with Combined CNN/RNN Model.- Cyber Attacks against the PC Learning Algorithm.- Neural Networks in an AdversarialSetting and Ill-Conditioned Weight Space.- Pseudo-Random Number Generation using Generative Adversarial Networks.- Context Delegation for Context-Based Access Control.- An Information Retrieval System For CBRNe Incidents.- A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support.- Event relevancy pruning in support of energy-efficient sequential pattern mining.- How to Measure Energy Consumption in Machine Learning Algorithms. Details ISBN3030134520 Year 2019 ISBN-10 3030134520 ISBN-13 9783030134525 Pages 257 Publication Date 2019-02-16 Short Title ECML PKDD 2018 Workshops Language English Format Paperback DOI 10.1007/978-3-030-13453-2 Series Number 11329 UK Release Date 2019-02-16 Edition 1st Imprint Springer Nature Switzerland AG Place of Publication Cham Country of Publication Switzerland Illustrations 59 Illustrations, color; 33 Illustrations, black and white; X, 257 p. 92 illus., 59 illus. in color. Author Ricard Gavaldà Publisher Springer Nature Switzerland AG Edition Description 1st ed. 2019 Subtitle Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings Edited by Irena Koprinska DEWEY 006.31 Audience Professional & Vocational Series Lecture Notes in Artificial Intelligence We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:133901294;
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ISBN-13: 9783030134525
Book Title: ECML PKDD 2018 Workshops
Number of Pages: 257 Pages
Language: English
Publication Name: ECML PKDD 2018 Workshops: Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings
Publisher: Springer Nature Switzerland Ag
Publication Year: 2019
Subject: Computer Science
Item Height: 235 mm
Item Weight: 421 g
Type: Textbook
Author: Carlos Alzate, Brett Drury, Anna Monreale, Bora Caglayan, Irena Koprinska, Ricard Gavalda, Eva Garcia-Martin, Teodora Sandra Buda, Haytham Assem, Albert Bifet
Item Width: 155 mm
Format: Paperback
