Mobility data science: Perspectives and challenges

M Mokbel, M Sakr, L **ong, A Züfle, J Almeida… - ACM Transactions on …, 2024 - dl.acm.org
Mobility data captures the locations of moving objects such as humans, animals, and cars.
With the availability of Global Positioning System (GPS)–equipped mobile devices and other …

A survey of skyline query processing

C Kalyvas, T Tzouramanis - arxiv preprint arxiv:1704.01788, 2017 - arxiv.org
Living in the Information Age allows almost everyone have access to a large amount of
information and options to choose from in order to fulfill their needs. In many cases, the …

Skyline query processing for incomplete data

ME Khalefa, MF Mokbel… - 2008 IEEE 24th …, 2008 - ieeexplore.ieee.org
Recently, there has been much interest in processing skyline queries for various
applications that include decision making, personalized services, and search pruning …

Efficient continuous skyline computation

M Morse, JM Patel, WI Grosky - Information Sciences, 2007 - Elsevier
In a number of emerging streaming applications, the data values that are produced have an
associated time interval for which they are valid. A useful computation over such streaming …

A dynamic-efficient structure for secure and verifiable location-based skyline queries

Z Wang, L Zhang, X Ding, KKR Choo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In a broad range of commercial and government applications, supporting secure location-
based query services over outsourced cloud-based services particularly for data update on …

Finding pareto optimal groups: Group-based skyline

J Liu, L **ong, J Pei, J Luo, H Zhang - Proceedings of the VLDB …, 2015 - dl.acm.org
Skyline computation, aiming at identifying a set of skyline points that are not dominated by
any other point, is particularly useful for multi-criteria data analysis and decision making …

Efficient secure and verifiable location-based skyline queries over encrypted data

Z Wang, X Ding, H **, P Zhou - Proceedings of the VLDB Endowment, 2022 - dl.acm.org
Supporting secure location-based services on encrypted data that is outsourced to cloud
computing platforms remains an ongoing challenge for efficiency due to expensive …

Towards mobility data science (vision paper)

M Mokbel, M Sakr, L **ong, A Züfle, J Almeida… - arxiv preprint arxiv …, 2023 - arxiv.org
Mobility data captures the locations of moving objects such as humans, animals, and cars.
With the availability of GPS-equipped mobile devices and other inexpensive location …

Continuous monitoring of skylines over uncertain data streams

X Ding, X Lian, L Chen, H ** - Information Sciences, 2012 - Elsevier
Uncertain data are inevitable in many applications due to various factors such as the
limitations of measuring equipment and delays in data updates. Although modeling and …

Range-based skyline queries in mobile environments

X Lin, J Xu, H Hu - IEEE Transactions on Knowledge and Data …, 2011 - ieeexplore.ieee.org
Skyline query processing for location-based services, which considers both spatial and
nonspatial attributes of the objects being queried, has recently received increasing attention …