Parallel processing of improved KNN text classification algorithm based on Hadoop

S Du, J Li - 2019 7th international conference on information …, 2019 - ieeexplore.ieee.org
With the rapid development of mobile Internet, the network has become an important
medium for people to exchange information. The research on text classification has practical …

Processing moving kNN queries using influential neighbor sets

C Li, Y Gu, J Qi, G Yu, R Zhang, W Yi - Proceedings of the VLDB …, 2014 - dl.acm.org
The moving k nearest neighbor query, which computes one's k nearest neighbor set and
maintains it while at move, is gaining importance due to the prevalent use of smart mobile …

On efficient obstructed reverse nearest neighbor query processing

Y Gao, J Yang, G Chen, B Zheng, C Chen - Proceedings of the 19th ACM …, 2011 - dl.acm.org
In this paper, we study a new form of reverse nearest neighbor (RNN) queries, ie, obstructed
reverse nearest neighbor (ORNN) search. It considers the impact of obstacles on the …

Continuous nearest-neighbor search in the presence of obstacles

Y Gao, B Zheng, G Chen, C Chen, Q Li - ACM Transactions on Database …, 2011 - dl.acm.org
Despite the ubiquity of physical obstacles (eg, buildings, hills, and blindages, etc.) in the real
world, most of spatial queries ignore the obstacles. In this article, we study a novel form of …

Reverse k-nearest neighbor search in the presence of obstacles

Y Gao, Q Liu, X Miao, J Yang - Information Sciences, 2016 - Elsevier
In this paper, we study a new form of reverse nearest neighbor (RNN) queries, ie, obstructed
reverse nearest neighbor (ORNN) search. It considers the impact of obstacles on the …

A safe region based approach to moving KNN queries in obstructed space

C Li, Y Gu, J Qi, R Zhang, G Yu - Knowledge and Information Systems, 2015 - Springer
The moving kk nearest neighbor (M k NN) query has been studied extensively. Most of the
studies assume no obstacle in the space. However, obstacles like rivers, buildings and …

All-visible-k-nearest-neighbor queries

Y Wang, Y Gao, L Chen, G Chen, Q Li - International Conference on …, 2012 - Springer
Abstract The All-k-Nearest-Neighbor (A k NN) operation is common in many applications
such as GIS and data analysis/mining. In this paper, for the first time, we study a novel …

Moving kNN query processing in metric space based on influential sets

C Li, Y Gu, J Qi, R Zhang, G Yu - Information Systems, 2019 - Elsevier
The moving k nearest neighbor query computes one's k nearest neighbor set and maintains
it while at move. This query is gaining importance due to the prevalent use of smart mobile …

[PDF][PDF] An Efficient Method for k Nearest Neighbor Searching in Obstructed Spatial Databases.

Y Gu, G Yu, X Yu - J. Inf. Sci. Eng., 2014 - Citeseer
Currently, there has been an increasing development in the area of location-based service,
ranging from resource tracking to personal life assistance. An important query in this area is …

Continuous obstructed range queries in spatio-temporal databases

Z Li, Y Gao, Y Lu - … on System science, Engineering design and …, 2011 - ieeexplore.ieee.org
In this paper, we study the Continuous Obstructed Range (COR) queries in spatio-temporal
databases, which consider the impact of obstacles on the distance between objects. Given a …