Towards a semantic indoor trajectory model: application to museum visits

A Kontarinis, K Zeitouni, C Marinica, D Vodislav… - GeoInformatica, 2021 - Springer
In this paper we present a new conceptual model of trajectories, which accounts for
semantic and indoor space information and supports the design and implementation of …

Analysis of multi-dimensional road accident data for disaster management in smart cities

M Kolisnyk, MR Kwiatkowski, CK Leung… - 2022 IEEE 23rd …, 2022 - ieeexplore.ieee.org
In the current data-driven era, large volumes of data of different dimensions are generated
and collected at a rapid rate. Examples of these big data include transportation data (eg …

Mining multidimensional and multilevel sequential patterns

M Plantevit, A Laurent, D Laurent, M Teisseire… - ACM Transactions on …, 2010 - dl.acm.org
Multidimensional databases have been designed to provide decision makers with the
necessary tools to help them understand their data. This framework is different from …

Rare pattern mining: challenges and future perspectives

A Borah, B Nath - Complex & Intelligent Systems, 2019 - Springer
Extracting frequent patterns from databases has always been an imperative task for the data
mining community. Literature has endowed plentiful endeavors to this research area with …

Enhanced mining of association rules from data cubes

RB Messaoud, SL Rabaséda, O Boussaid… - Proceedings of the 9th …, 2006 - dl.acm.org
On-line analytical processing (OLAP) provides tools to explore and navigate into data cubes
in order to extract interesting information. Nevertheless, OLAP is not capable of explaining …

A multi-valued and sequential-labeled decision tree method for recommending sequential patterns in cold-start situations

CL Hsu - Applied Intelligence, 2021 - Springer
We plan to recommend some initial suitable single-itemed sequences like a flight itinerary
based on a preference pattern in the form of personalized sequential pattern to each cold …

Data mining, a promising tool for large-area cropland mapping

E Vintrou, D Ienco, A Bégué… - IEEE Journal of Selected …, 2013 - ieeexplore.ieee.org
The northern fringe of sub-Saharan Africa is a region that is considered to be particularly
vulnerable to climate variability and change, and it is a location in which food security …

A fuzzy-logic based multi-dimensional analysis of traffic incident data

MR Kwiatkowski, BJ Zacharias… - … on Fuzzy Systems …, 2022 - ieeexplore.ieee.org
In the current era, big data can be generated and collected anywhere. These include
different types of data, which can be mined by data mining. Many interesting important data …

HYPE: mining hierarchical sequential patterns

M Plantevit, A Laurent, M Teisseire - Proceedings of the 9th ACM …, 2006 - dl.acm.org
Mining data warehouses is still an open problem as few approaches really take the
specificities of this framework into account (eg multidimensionality, hierarchies, historized …

Mining sequential patterns: a context-aware approach

J Rabatel, S Bringay, P Poncelet - Advances in Knowledge Discovery and …, 2013 - Springer
Traditional sequential patterns do not take into account contextual information associated
with sequential data. For instance, when studying purchases of customers in a shop, a …