Description: 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 Adversarial Setting 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.
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EAN: 9783030134525
UPC: 9783030134525
ISBN: 9783030134525
MPN: N/A
Book Title: ECML PKDD 2018 Workshops: Nemesis 2018, UrbReas 20
Item Length: 23.4 cm
Number of Pages: 257 Pages
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
Language: English
Publisher: Springer Nature Switzerland Ag
Item Height: 235 mm
Subject: Computer Science
Publication Year: 2019
Type: Textbook
Item Weight: 421 g
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
