Krzysztof Janowicz
- Constructing Gazetteers from Volunteered Big Geo-Data Based on Hadoop
2013/11/29 by Song Gao, Linna Li, Gao, Song +7 · 2 citations
Computer Science · Social Sciences · #Data Management and Algorithms #Distributed #FOS: Computer and information sciences #Geographic Information Systems Studies #H.2.4 #H.2.8 #H.3.3 #Parallel #Peer-to-Peer Network Technologies #and Cluster Computing (cs.DC)
- Towards General-Purpose Representation Learning of Polygonal Geometries
2022/09/29 by Gengchen Mai, Mai, Gengchen, Chiyu Jiang +15 · 3 citations
Computer Science · Social Sciences · #68T07 #68T10 #68T30 #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #I.2.6 #I.3.5 #I.5.4 #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Measuring Geographic Diversity of Foundation Models with a Natural Language--based Geo-guessing Experiment on GPT-4
2024/04/11 by Zilong Liu, Krzysztof Janowicz, Liu, Zilong +5 · 3 citations
Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications #Semantic Web and Ontologies
- Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence
2022/03/01 by Krzysztof Janowicz, Pascal Hitzler, Wenwen Li +26 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Semantic Web and Ontologies