Buch, Englisch, Band 1752, 633 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 978 g
International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I
Buch, Englisch, Band 1752, 633 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 978 g
Reihe: Communications in Computer and Information Science
ISBN: 978-3-031-23617-4
Verlag: Springer Nature Switzerland
This volume constitutes the papers of several workshops which were held in conjunction with the International Workshops of ECML PKDD 2022 on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022, held in Grenoble, France, during September 19–23, 2022.
The 73 revised full papers and 6 short papers presented in this book were carefully reviewed and selected from 143 submissions. ECML PKDD 2022 presents the following workshops:
Workshop on Data Science for Social Good (SoGood 2022)
Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022)
Workshop on Explainable Knowledge Discovery in Data Mining (XKDD 2022)
Workshop on Uplift Modeling (UMOD 2022)
Workshop on IoT, Edge and Mobile for Embedded Machine Learning (ITEM 2022)
Workshop on Mining Data for Financial Application (MIDAS 2022)
Workshop on Machine Learning for Cybersecurity (MLCS 2022)
Workshop on Machine Learning for Buildings Energy Management (MLBEM 2022)
Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2022)
Workshop on Data Analysis in Life Science (DALS 2022)
Workshop on IoT Streams for Predictive Maintenance (IoT-PdM 2022)
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Angewandte Informatik
- Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
- Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung
Weitere Infos & Material
Workshop on Data Science for Social Good (SoGood 2022).- Preface from the workshop organisers.- Gender Stereotyping Impact on Facial Expression Recognition.- A Social Media Tool for Domain-Specific Information Retrieval - A Case Study in Human Trafficking.- A Unified Framework for Assessing Energy Efficiency of Machine Learning.- Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data.- A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding.- Exploitation and Merge of Information Sources for Public Procurement Improvement.- Geovisualisation tools for reporting and monitoring Transthyretin-associated Familial Amyloid Polyneuropathy disease.- Evaluation of Group Fairness Measures in Student Performance Prediction Problems.- Combining Image Enhancement Techniques and Deep Learning for Shallow Water Benthic Marine Litter Detection.- Ethical and Technological AI Risks Classification: A Human vs Machine Approach.- A Reinforcement Learning Algorithm for Fair Electoral Redistricting in Parliamentary Systems.- Study on Correlation Between Vehicle Emissions and Air Quality in Porto.- Intelligently Detecting Information Online-weaponisation Trends (IDIOT).- Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022).- Preface from the workshop organisers.- Multi-Modal Terminology Management: Corpora, Data Models and Implementations in TermSTAR.- Cluster algorithm for social choice.- Sentimental Analysis of COVID-19 Vaccine Tweets using BERT+NBSVM.- Rules, subgroups and redescriptions as features in classification tasks.- Bitpaths: compressing datasets without decreasing predictive performance.- Anomaly Detection for Physical Threat Intelligence.- Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2022).- Preface fromthe workshop organisers.- Is Attention Inter
