Statements (68)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:research
gptkb:conference |
| gptkbp:challenges |
data quality
data integration data privacy real-time processing scalability high dimensionality interpretability data imbalance dynamic data |
| gptkbp:field |
data mining
knowledge discovery |
| gptkbp:first_held |
gptkb:1995
|
| gptkbp:focus |
gptkb:machine_learning
big data data science |
| gptkbp:frequency |
annual
|
| gptkbp:has_applications_in |
gptkb:scientific_research
healthcare finance marketing business intelligence customer relationship management fraud detection recommendation systems social network analysis |
| gptkbp:has_events |
gptkb:KDD_Conference
gptkb:KDD_Cup KDD Keynotes KDD Tutorials KDD Workshops |
| gptkbp:has_method |
data preprocessing
data transformation knowledge representation data mining algorithms pattern evaluation |
| gptkbp:has_publications |
gptkb:Journal_of_Machine_Learning_Research
gptkb:IEEE_Transactions_on_Knowledge_and_Data_Engineering gptkb:ACM_Transactions_on_Intelligent_Systems_and_Technology KDD Proceedings Data Mining and Knowledge Discovery Journal |
| gptkbp:has_weapon |
gptkb:MATLAB
gptkb:Python gptkb:R gptkb:SAS gptkb:Apache_Spark gptkb:Weka gptkb:tableware gptkb:Rapid_Miner gptkb:orange gptkb:KNIME |
| https://www.w3.org/2000/01/rdf-schema#label |
KDD
|
| gptkbp:location |
gptkb:United_States
|
| gptkbp:notable_publication |
KDD 1997: A Survey of Data Mining Techniques
KDD 2001: Data Mining and Knowledge Discovery KDD 2010: Big Data: Opportunities and Challenges KDD 2015: Deep Learning for Data Mining KDD 2020: A Survey on Deep Learning for Data Mining |
| gptkbp:organizer |
gptkb:ACM
|
| gptkbp:related_to |
gptkb:machine_learning
gptkb:SIGKDD big data data mining data science |
| gptkbp:website |
http://www.kdd.org
|
| gptkbp:bfsParent |
gptkb:ICML
|
| gptkbp:bfsLayer |
5
|