ECML PKDD 2018 Workshops Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings
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Author Description
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.
Menrva's Summary
THE THESIS
This volume presents revised research from five specialized workshops held at ECML PKDD 2018, focusing on diverse applications of machine learning and data mining. The papers cover adversarial machine learning, urban reasoning, data science for social good, artificial intelligence in security, and energy-efficient data mining. These selected works represent the cutting edge of research presented at these workshops, offering insights into both theoretical advancements and practical applications.
THE SCOPE MAP
- Revised selected papers from Nemesis 2018: Recent Advances in Adversarial Machine Learning
- Revised selected papers from UrbReas 2018: Urban Reasoning from Complex Challenges in Cities
- Revised selected papers from SoGood 2018: Data Science for Social Good
- Revised selected papers from IWAISe 2018: Artificial Intelligence in Security
- Revised selected papers from Green Data Mining 2018: Energy Efficient Data Mining and Knowledge Discovery
- A total of 20 papers, carefully reviewed and selected from 32 submissions.
THE AUTHORITY PERSPECTIVE
This collection of workshop proceedings offers a focused look into specialized areas within machine learning and data mining as presented at ECML PKDD 2018. The inclusion of papers from multiple workshops suggests a broad yet interconnected scope of current research. The selection process, involving careful review and selection from submissions, indicates a commitment to presenting high-quality, peer-reviewed work.
Page Count:
257
Publication Date:
2019-01-01
Publisher:
Springer
ISBN-10:
3030134547
ISBN-13:
9783030134549
Non-Fiction
Science & Technology
Data Mining
Data Science
Security
Machine Learning
Computer Science
urban planning
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