D-Index & Metrics Best Publications

Man Lung Yiu

Hong Kong Polytechnic University
China

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Computer Science D-index 47 Citations 7,428 126 World Ranking 4264 National Ranking 395

Overview

What is he best known for?

The fields of study he is best known for:

Algorithm
Artificial intelligence
Operating system

Data mining, Information retrieval, Spatial database, Spatial query and Euclidean distance are his primary areas of study. His Data mining study combines topics from a wide range of disciplines, such as Ranking, Path and Ranking. His work deals with themes such as Skyline, World Wide Web, Focus and Web content, which intersect with Information retrieval.

As part of the same scientific family, Man Lung Yiu usually focuses on Spatial query, concentrating on Query language and intersecting with Web query classification, Data set and Index. His Euclidean distance research is multidisciplinary, incorporating perspectives in Shortest path problem and k-nearest neighbors algorithm. Man Lung Yiu focuses mostly in the field of k-nearest neighbors algorithm, narrowing it down to matters related to Algorithm and, in some cases, Nearest neighbor search and Aggregate function.

His most cited work include:

Discovery of convoys in trajectory databases (360 citations)
SpaceTwist: Managing the Trade-Offs Among Location Privacy, Query Performance, and Query Accuracy in Mobile Services (300 citations)
Group-by skyline query processing in relational engines (281 citations)

What are the main themes of his work throughout his whole career to date?

His main research concerns Data mining, Theoretical computer science, Database, Algorithm and k-nearest neighbors algorithm. Man Lung Yiu combines Data mining and Spatial database in his research. His study looks at the relationship between Database and topics such as Computer network, which overlap with Shortest path problem.

In the field of Algorithm, his study on Computation overlaps with subjects such as Upper and lower bounds. His k-nearest neighbors algorithm research is multidisciplinary, incorporating elements of Nearest neighbor search and Euclidean distance. His Spatial query research integrates issues from Query language and Skyline.

He most often published in these fields:

Data mining (40.30%)
Theoretical computer science (14.93%)
Database (14.93%)

What were the highlights of his more recent work (between 2017-2021)?

Algorithm (14.93%)
Range (7.46%)
Information retrieval (8.96%)

In recent papers he was focusing on the following fields of study:

His scientific interests lie mostly in Algorithm, Range, Information retrieval, Kernel and Speedup. His work carried out in the field of Algorithm brings together such families of science as Similarity measure and Data analysis. His Range research incorporates elements of Aggregate, Index and Search engine indexing.

His Information retrieval study integrates concerns from other disciplines, such as Process, Nearest neighbor search, Point group and Pruning. His biological study spans a wide range of topics, including Social media, Hausdorff distance and Euclidean distance. His Speedup research includes themes of Visualization and Data point.

Between 2017 and 2021, his most popular works were:

Creating top ranking options in the continuous option and preference space (4 citations)
PolyFit: Polynomial-based Indexing Approach for Fast Approximate Range Aggregate Queries (2 citations)
The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds (2 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

SpaceTwist: Managing the Trade-Offs Among Location Privacy, Query Performance, and Query Accuracy in Mobile Services

Man Lung Yiu;C.S. Jensen;Xuegang Huang;Hua Lu.
international conference on data engineering (2008)

508 Citations

Discovery of convoys in trajectory databases

Hoyoung Jeung;Man Lung Yiu;Xiaofang Zhou;Christian S. Jensen.
very large data bases (2008)

456 Citations

Group-by skyline query processing in relational engines

Ming-Hay Luk;Man Lung Yiu;Eric Lo.
conference on information and knowledge management (2009)

422 Citations

PAD: privacy-area aware, dummy-based location privacy in mobile services

Hua Lu;Christian S. Jensen;Man Lung Yiu.
data engineering for wireless and mobile access (2008)

301 Citations

Continuous nearest neighbor monitoring in road networks

Kyriakos Mouratidis;Man Lung Yiu;Dimitris Papadias;Nikos Mamoulis.
very large data bases (2006)

295 Citations

Aggregate nearest neighbor queries in road networks

M.L. Yiu;N. Mamoulis;D. Papadias.
IEEE Transactions on Knowledge and Data Engineering (2005)

271 Citations

Efficient processing of top- k dominating queries on multi-dimensional data

Man Lung Yiu;Nikos Mamoulis.
very large data bases (2007)

230 Citations

Efficient continuously moving top-k spatial keyword query processing

Dingming Wu;Man Lung Yiu;Christian S. Jensen;Gao Cong.
international conference on data engineering (2011)

199 Citations

Spatial keyword querying

Xin Cao;Lisi Chen;Gao Cong;Christian S. Jensen.
international conference on conceptual modeling (2012)

196 Citations

Path prediction and predictive range querying in road network databases

Hoyoung Jeung;Man Lung Yiu;Xiaofang Zhou;Christian S. Jensen.
very large data bases (2010)

185 Citations

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