Abstract
This book constitutes the proceedings of the 15th International Conference on Advanced Data Mining and Applications, ADMA 2019, held in Dalian, China in November 2019.
The 39 full papers presented together with 26 short papers and 2 demo papers were carefully reviewed and selected from 170 submissions. The papers were organized in topical sections named: Data Mining Foundations; Classification and Clustering Methods; Recommender Systems; Social Network and Social Media; Behavior Modeling and User Profiling; Text and Multimedia Mining; Spatial-Temporal Data; Medical and Healthcare Data/Decision Analytics; and Other Applications.
| Original language | English |
|---|---|
| Place of Publication | Switzerland |
| Publisher | Springer |
| Number of pages | 894 |
| ISBN (Electronic) | 9783030352318 |
| ISBN (Print) | 9783030352301 |
| DOIs | |
| Publication status | Published - 21 Nov 2019 |
| Event | 15th International Conference on Advanced Data Mining and Applications - Dalian, China Duration: 21 Nov 2019 → 23 Nov 2019 Conference number: 15th |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 11888 LNAI |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Keywords
- Data mining
- Clustering
- Social networks
- Social media
- Text mining
- Multimedia mining
- Big data
- Web of things
- Spacio-temporal data
- Behavior modelling
- User profiling
- Identification
- Decision analytics
- Data analytics
- Machine learning
- Recommender systems
- Prediction
- Computer systems
- Engineering
- Signal processing