


default search action
Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: Dublin, Ireland
- Carlos Alzate, Anna Monreale, Haytham Assem, Albert Bifet, Teodora Sandra Buda, Bora Caglayan, Brett Drury, Eva García-Martín, Ricard Gavaldà, Stefan Kramer, Niklas Lavesson, Michael Madden, Ian M. Molloy, Maria-Irina Nicolae, Mathieu Sinn:

ECML PKDD 2018 Workshops - Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings. Lecture Notes in Computer Science 11329, Springer 2019, ISBN 978-3-030-13452-5
Nemesis 2018: Recent Advances in Adversarial Machine Learning
- Andrea Paudice

, Luis Muñoz-González
, Emil C. Lupu:
Label Sanitization Against Label Flipping Poisoning Attacks. 5-15 - Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha:

Limitations of the Lipschitz Constant as a Defense Against Adversarial Examples. 16-29 - Mayank Singh

, Nupur Kumari
, Abhishek Sinha
, Balaji Krishnamurthy
:
Understanding Adversarial Space Through the Lens of Attribution. 30-40 - Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:

Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. 41-47
UrbReas 2018: Urban Reasoning from Complex Challenges in Cities
- Gary White

, Siobhán Clarke:
Smart Cities with Deep Edges. 53-64 - Piyush Yadav, Shamsuddin Ladha

, Shailesh Deshpande, Edward Curry
:
Computational Model for Urban Growth Using Socioeconomic Latent Parameters. 65-78 - Vladimir A. Krylov, Rozenn Dahyot

:
Object Geolocation from Crowdsourced Street Level Imagery. 79-83
SoGood 2018: Data Science for Social Good
- Tu Ngo, Vera Georgescu, Carmen Gervet, Anne Laurent, Thérèse Libourel, Grégoire Mercier:

Extending Support Vector Regression to Constraint Optimization: Application to the Reduction of Potentially Avoidable Hospitalizations. 89-102 - Fernando Martínez-Plumed

, Juan Carlos Casamayor, Cèsar Ferri, Jon Ander Gómez
, Eduardo Vendrell Vidal:
SALER: A Data Science Solution to Detect and Prevent Corruption in Public Administration. 103-117 - Dominika Woszczyk, Gerasimos Spanakis

:
MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities. 118-133 - Janardan Misra, Divya Rawat, Sanjay Podder

:
Designing Data-Driven Solutions to Societal Problems: Challenges and Approaches. 134-144
IWAISe 2018: Artificial Intelligence in Security
- Ashima Chawla, Brian Lee

, Sheila Fallon
, Paul Jacob:
Host Based Intrusion Detection System with Combined CNN/RNN Model. 149-158 - Emad Alsuwat, Hatim Alsuwat, Marco Valtorta, Csilla Farkas:

Cyber Attacks Against the PC Learning Algorithm. 159-176 - Abhishek Sinha

, Mayank Singh
, Balaji Krishnamurthy
:
Neural Networks in an Adversarial Setting and Ill-Conditioned Weight Space. 177-190 - Marcello De Bernardi, M. H. R. Khouzani, Pasquale Malacaria:

Pseudo-Random Number Generation Using Generative Adversarial Networks. 191-200 - Mouiad Al-Wahah

, Csilla Farkas:
Context Delegation for Context-Based Access Control. 201-210 - Brett Drury

, Ihsan Ullah
, Michael G. Madden
:
An Information Retrieval System for CBRNe Incidents. 211-215 - Ihsan Ullah

, Sai Abinesh, David L. Smyth, Nazli B. Karimi, Brett Drury
, Frank G. Glavin
, Michael G. Madden
:
A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support. 216-221
Green Data Mining: Energy Efficient Data Mining and Knowledge Discovery
- Pierre Dagnely, Tom Tourwé, Elena Tsiporkova:

Event Relevancy Pruning in Support of Energy-Efficient Sequential Pattern Mining. 227-242 - Eva García-Martín, Niklas Lavesson, Håkan Grahn

, Emiliano Casalicchio, Veselka Boeva:
How to Measure Energy Consumption in Machine Learning Algorithms. 243-255

manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.


Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCID














