A similarity measure for outlier detection in timestamped temporal databases

V Radhakrishna, PV Kumar, V Janaki… - … on engineering & …, 2016 - ieeexplore.ieee.org
Outlier Detection is one of the important research problems in temporal data mining. A
pattern in time stamped temporal database is a sequence of probability values. Finding …

[PDF][PDF] Towards an infrastructure for temporal databases: report of an invitational ARPA/NSF workshop

N Pissinou, RT Snodgrass, R Elmasri, IS Mumick… - ACM Sigmod …, 1994 - dl.acm.org
Temporal data. bases has been an active a. rea of research for the last fifteen years, with a
corpus nearing 700 papers [Kline93]. Most d&abase conferences include at least one paper …

Multi-entity bayesian networks learning for predictive situation awareness

CY Park - 2017 - search.proquest.com
Over the past few decades, machine learning has led to substantial changes in Data Fusion
Systems throughout the world. One of the most important application areas for data fusion is …

A comparative study on temporal database models: A survey

S Arora - … on Advanced Computing and Communication (ISACC …, 2015 - ieeexplore.ieee.org
Time is implicit in most of the database management applications. To handle time varying
data for every application using ad hoc methods is a cumbersome task. Temporal database …

[PDF][PDF] Event based visualization for user centered visual analysis.

C Tominski - 2006 - researchgate.net
In recent years, visualization has become an increasingly important tool to support
exploration and analysis of larger volumes of data. Still, the interests of the users are only …

Discovery of association rules in temporal databases

AU Tansel, SP Imberman - Fourth International Conference on …, 2007 - ieeexplore.ieee.org
Temporal databases naturally contain a wealth of information that can be unearthed by
knowledge discovery and data mining techniques. Discovering association rules in market …

The expressive power of temporal relational query languages

AU Tansel, E Tin - IEEE Transactions on Knowledge and Data …, 1997 - ieeexplore.ieee.org
The authors consider the representation of temporal data based on tuple and attribute
timestamping. They identify the requirements in modeling temporal data and elaborate on …

Modelling temporal data

AU Tansel - Information and Software Technology, 1990 - Elsevier
The paper discusses modelling temporal variation of data in the context of the relational data
model. This is done by employing time-stamps, which leads to two possible approaches …

Temporal data management and processing with column oriented NoSQL databases

Y Hu, S Dessloch - Journal of Database Management (JDM), 2015 - igi-global.com
This article introduces how temporal data can be maintained and processed by utilizing
Column-oriented NoSQL databases (CoNoSQLDBs). Although each column in a …

Temporal data modeling and integrity constraints in relational databases

AU Tansel - Computer and Information Sciences-ISCIS 2004: 19th …, 2004 - Springer
We address the key issues of temporal data modeling and temporal integrity constraints in
the temporal extensions to the relational data model in attribute and tuple time stamping …