20 citations · 30 across the 6 of their papers we have counts for
6 papers
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching
Yuan He, Jiaoyan Chen, Hang Dong +3
Ontology Matching (OM) plays an important role in many domains such as bioinformatics and the Semantic Web, and its research is becoming increasingly popular, especially with the a…
Shift-Table: A Low-latency Learned Index for Range Queries using Model Correction
Ali Hadian, Thomas Heinis
Indexing large-scale databases in main memory is still challenging today. Learned index structures -- in which the core components of classical indexes are replaced with machine le…
Hands-off Model Integration in Spatial Index Structures
Ali Hadian, Ankit Kumar, Thomas Heinis
Spatial indexes are crucial for the analysis of the increasing amounts of spatial data, for example generated through IoT applications. The plethora of indexes that has been develo…
COAX: Correlation-Aware Indexing on Multidimensional Data with Soft Functional Dependencies
Ali Hadian, Behzad Ghaffari, Taiyi Wang +1
Recent work proposed learned index structures, which learn the distribution of the underlying dataset to improve performance. The initial work on learned indexes has shown that by…
Ball*-tree: Efficient spatial indexing for constrained nearest-neighbor search in metric spaces
Mohamad Dolatshah, Ali Hadian, Behrouz Minaei-Bidgoli
Emerging location-based systems and data analysis frameworks requires efficient management of spatial data for approximate and exact search. Exact similarity search can be done usi…
Multi-View Learning for Web Spam Detection
Ali Hadian, Behrouz Minaei-Bidgoli
Spam pages are designed to maliciously appear among the top search results by excessive usage of popular terms. Therefore, spam pages should be removed using an effective and effic…