Record:   Prev Next
Author ECML PKDD (Conference) (18th : 2018 : Dublin, Ireland)
Title ECML PKDD 2018 Workshops : Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018 : proceedings / edited by Carlos Alzate, Anna Monreale, Haytham Assem, Albert Bifet, Teodora Sandra Buda, Bora Caglayan, Brett Drury, Eva Garcia-Martin, Ricard Gavalda, Stefan Kramer, Niklas Lavesson, Michael Madden, Ian Molloy, Maria-Irina Nicolae, Mathieu Sinn
Imprint Cham : Springer International Publishing : Imprint: Springer, 2019
book jacket
Descript 1 online resource (x, 257 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Series Lecture notes in computer science, 0302-9743 ; 11329
Lecture notes in artificial intelligence
Lecture notes in computer science ; 11329
Lecture notes in artificial intelligence
Note 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
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 Learning UrbReas 2018: First International Workshop on Urban Reasoning from Complex Challenges in Cities SoGood 2018: Third Workshop on Data Science for Social Good IWAISe 2018: Second International Workshop on Artificial Intelligence in Security Green Data Mining 2018: First International Workshop on Energy Efficient Data Mining and Knowledge Discovery
Host Item Springer eBooks
Subject Machine learning -- Congresses
Data mining -- Congresses
Artificial Intelligence
Systems and Data Security
Image Processing and Computer Vision
Computer Communication Networks
Alt Author Alzate, Carlos, editor
Monreale, Anna, editor
Assem, Haytham, editor
Bifet, Albert, editor
Buda, Teodora Sandra, editor
Caglayan, Bora, editor
Drury, Brett, editor
Garcia-Martin, Eva, editor
Gavalda, Ricard, editor
Kramer, Stefan, editor
Lavesson, Niklas, editor
Madden, Michael, editor
Molloy, Ian, editor
Nicolae, Maria-Irina, editor
Sinn, Mathieu, editor
SpringerLink (Online service)
Nemesis (Workshop) (2018 : Dublin, Ireland)
UrbReas (Workshop) (2018 : Dublin, Ireland)
SoGood (Workshop) (2018 : Dublin, Ireland)
IWAISe (Workshop) (2018 : Dublin, Ireland)
Green Data Mining (Workshop) (2018 : Dublin, Ireland)
Alt Title ECML PKDD 2018
Nemesis 2018
UrbReas 2018
SoGood 2018
IWAISe 2018
Green Data Mining 2018
Record:   Prev Next