River: machine learning for streaming data in python

J Montiel, M Halford, SM Mastelini, G Bolmier… - Journal of Machine …, 2021 - jmlr.org
River is a machine learning library for dynamic data streams and continual learning. It
provides multiple state-of-the-art learning methods, data generators/transformers …

A survey of skyline processing in highly distributed environments

K Hose, A Vlachou - The VLDB Journal, 2012 - Springer
During the last decades, data management and storage have become increasingly
distributed. Advanced query operators, such as skyline queries, are necessary in order to …

A survey of queries over uncertain data

Y Wang, X Li, X Li, Y Wang - Knowledge and information systems, 2013 - Springer
Uncertain data have already widely existed in many practical applications recently, such as
sensor networks, RFID networks, location-based services, and mobile object management …

[PDF][PDF] Probabilistic skylines on uncertain data

J Pei, B Jiang, X Lin, Y Yuan - … of the 33rd international conference on Very …, 2007 - vldb.org
Uncertain data are inherent in some important applications. Although a considerable
amount of research has been dedicated to modeling uncertain data and answering some …

Selecting stars: The k most representative skyline operator

X Lin, Y Yuan, Q Zhang, Y Zhang - 2007 IEEE 23rd …, 2006 - ieeexplore.ieee.org
Skyline computation has many applications including multi-criteria decision making. In this
paper, we study the problem of selecting k skyline points so that the number of points, which …

Distributed embedded logic analysis for post-silicon validation of SOCs

HF Ko, AB Kinsman, N Nicolici - 2008 IEEE International Test …, 2008 - ieeexplore.ieee.org
Post-silicon validation is used to identify design errors in silicon. Its main limitation is real-
time observability of the circuit's internal nodes. In this paper, we introduce a novel design …

LSTM approach for condition assessment of suspension bridges based on time-series deflection and temperature data

C Wang, F Ansari, B Wu, S Li… - Advances in …, 2022 - journals.sagepub.com
Deflection data provides important information about the mechanical characteristics and
structural health condition of bridges. The study presented here pertains to development of a …

Continuous monitoring of top-k queries over sliding windows

K Mouratidis, S Bakiras, D Papadias - Proceedings of the 2006 ACM …, 2006 - dl.acm.org
Given a dataset P and a preference function f, a top-k query retrieves the k tuples in P with
the highest scores according to f. Even though the problem is well-studied in conventional …

[PDF][PDF] Approaching the skyline in Z order.

KCK Lee, B Zheng, H Li, WC Lee - VLDB, 2007 - academia.edu
Given a set of multidimensional data points, skyline query retrieves a set of data points that
are not dominated by any other points. This query is useful for multi-preference analysis and …

Route skyline queries: A multi-preference path planning approach

HP Kriegel, M Renz, M Schubert - 2010 IEEE 26th International …, 2010 - ieeexplore.ieee.org
In recent years, the research community introduced various methods for processing skyline
queries in multidimensional databases. The skyline operator retrieves all objects being …