Lotfi Lakhal

According to our database1, Lotfi Lakhal authored at least 75 papers between 1987 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Classement d'objets Skylines dans les bases de données.
CoRR, 2024

2021
A scalable framework for large time series prediction.
Knowl. Inf. Syst., 2021

2019
CoSky: A Practical Method for Ranking Skylines in Databases.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2018
Predictors Extraction in Time Series Using Authorities-Hubs Ranking.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
Multidimensional skyline analysis based on agree concept lattices.
Intell. Data Anal., 2017

Finding Relevant Multivariate Models for Multi-plant Photovoltaic Energy Forecasting.
Proceedings of the ECML/PKDD Discovery Challenges co-located with European Conference on Machine Learning, 2017

Improving Multivariate Time Series Forecasting with Random Walks with Restarts on Causality Graphs.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2013
Emerging Data Cube Representations for OLAP Database Mining.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012
An incremental approach for maintaining functional dependencies.
Intell. Data Anal., 2012

2011
Extracting semantics in OLAP databases using emerging cubes.
Inf. Sci., 2011

Towards a Parallel Approach for Incremental Mining of Functional Dependencies on Multi-core Systems.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

The Agree Concept Lattice for Multidimensional Database Analysis.
Proceedings of the Formal Concept Analysis - 9th International Conference, 2011

Treillis des Concepts Skylines : analyse multidimensionnelle des Skylines fondée sur les ensembles en accords.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Functional Dependency Mining: Harnessing Multicore Systems.
Proceedings of the 10th IEEE/ACIS International Conference on Computer and Information Science, 2011

Summarizing Datacubes: Semantic and Syntactic Approaches.
Proceedings of the Integrations of Data Warehousing, Data Mining and Database Technologies, 2011

2010
Constrained Cube Lattices for Multidimensional Database Mining.
Int. J. Data Warehous. Min., 2010

Treillis des concepts skylines : Analyse multidimensionnelle des skylines fondée sur les ensembles en accord
CoRR, 2010

Constrained Closed Datacubes.
Proceedings of the Formal Concept Analysis, 8th International Conference, 2010

Cube fermés / quotients emergents.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Constrained Closed and Quotient Cubes.
Proceedings of the Advances in Knowledge Discovery and Management, 2010

2009
Closed Cube Lattices.
Proceedings of the New Trends in Data Warehousing and Data Analysis, 2009

Lossless Reduction of Datacubes using Partitions.
Int. J. Data Warehous. Min., 2009

Emerging Cubes: Borders, size estimations and lossless reductions.
Inf. Syst., 2009

Reduced representations of Emerging Cubes for OLAP database mining.
Int. J. Bus. Intell. Data Min., 2009

2008
Upper Borders for Emerging Cubes.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2007
Convex Cube: Towards a Unified Structure for Multidimensional Databases.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

Emerging Cubes for Trends Analysis in OlapDatabases.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

Résumés du Cube Emergent.
Proceedings of the 23èmes Journées Bases de Données Avancées, 2007

2006
Cubes convexes.
Ingénierie des Systèmes d Inf., 2006

Lossless Reduction of Datacubes.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Cocktail de Cubes.
Proceedings of the 22èmes Journées Bases de Données Avancées, 2006

2005
Generating a Condensed Representation for Association Rules.
J. Intell. Inf. Syst., 2005

Couvertures parfaites des motifs fréquents.
Ingénierie des Systèmes d Inf., 2005

Efficient Mining of Association Rules Based on Formal Concept Analysis.
Proceedings of the Formal Concept Analysis, 2005

Essential Patterns: A Perfect Cover of Frequent Patterns.
Proceedings of the Data Warehousing and Knowledge Discovery, 2005

Réduction du cube de données.
Proceedings of the 21èmes Journées Bases de Données Avancées, 2005

2004
Extraction de sémantiques dans les bases de données multidimensionnelles.
Ingénierie des Systèmes d Inf., 2004

Motifs essentiels et inférence des fréquences.
Proceedings of the 20èmes Journées Bases de Données Avancées, 2004

2003
Treillis cubes contraints pour la fouille de bases de données multidimensionnelles.
Tech. Sci. Informatiques, 2003

Cube Lattices: A Framework for Multidimensional Data Mining.
Proceedings of the Third SIAM International Conference on Data Mining, 2003

Extracting semantics from data cubes using cube transversals and closures.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Extraction d'espaces de versions émergents d'une relation d'attributs catégories.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002
Functional and approximate dependency mining: database and FCA points of view.
J. Exp. Theor. Artif. Intell., 2002

Computing iceberg concept lattices with T.
Data Knowl. Eng., 2002

Computing Full and Iceberg Datacubes Using Partitions.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Treillis Relationnel : Une Structure Algébrique pour le Data Mining Multi-Dimensionnel.
Proceedings of the 18èmes Journées Bases de Données Avancées, 2002

2001
Intelligent Structuring and Reducing of Association Rules with Formal Concept Analysis.
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001

A Framework for Understanding Existing Databases.
Proceedings of the International Database Engineering & Applications Symposium, 2001

APIC: An Efficient Algorithm for Computing Iceberg Datacubes.
Proceedings of the 17èmes Journées Bases de Données Avancées, 2001

2000
Mining Frequent Patterns with Counting Inference.
SIGKDD Explor., 2000

Fast Computation of Concept lattices Using Data Mining Techniques.
Proceedings of the 7th International Workshop on Knowledge Representation meets Databases (KRDB 2000), 2000

Mining Bases for Association Rules Using Closed Sets.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Efficient Discovery of Functional Dependencies and Armstrong Relations.
Proceedings of the Advances in Database Technology, 2000

Knowledge Discovery from Very Large Databases Using Frequent Concept Lattices.
Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000

Mining Minimal Non-redundant Association Rules Using Frequent Closed Itemsets.
Proceedings of the Computational Logic, 2000

Discovering Agree Sets for Database Relation Analysis.
Proceedings of the 16èmes Journées Bases de Données Avancées, 2000

Levelwise Search of Frequent Patterns with Counting Inference.
Proceedings of the 16èmes Journées Bases de Données Avancées, 2000

1999
Efficient Mining of Association Rules Using Closed Itemset Lattices.
Inf. Syst., 1999

Discovering Frequent Closed Itemsets for Association Rules.
Proceedings of the Database Theory, 1999

Closed Set Based Discovery of Small Covers for Association Rules.
Proceedings of the 15èmes Journées Bases de Données Avancées, 1999

1998
Querying Concept Lattices in Object Databases.
Proceedings of the Third International Conference on Integrated Design and Process Technology, IDPT, 1998

Pruning closed itemset lattices for associations rules.
Proceedings of the 14ème Journées Bases de Données Avancées, 1998

1997
Towards an Object Database Approach for Managing Concept Lattices.
Proceedings of the Conceptual Modeling, 1997

Incremental Inheritance Model for an OODBMS.
Proceedings of the Database and Expert Systems Applications, 8th International Conference, 1997

Designing Class Hierarchies of Object Database Schemas.
Proceedings of the 13ème Journées Bases de Données Avancées, 1997

1996
iO2 - An Algorithmic Method for Building Inheritance Graphs in Object Database Design.
Proceedings of the Conceptual Modeling, 1996

Building Inheritance Graphs in Object Database Design.
Proceedings of the Database and Expert Systems Applications, 7th International Conference, 1996

1994
Matrix-Relation for Statistical Database Management.
Proceedings of the Advances in Database Technology, 1994

1993
Towards a Formal Approach for Object Database Design.
Proceedings of the 19th International Conference on Very Large Data Bases, 1993

Consistent Structural Updates for Object Database Design
Proceedings of the Advanced Information Systems Engineering, 1993

1992
IFO2, modèle et principe pour la conception de bases de données avancées.
Proceedings of the VIIIèmes Journées Bases de Données Avancées, 1992

1989
RTL - A Relation and Table Language for Statistical Databases.
Proceedings of the MFDBS 89, 1989

Complex-Statistical-Table Structure and Operators for Macro Statistical Databases.
Proceedings of the Foundations of Data Organization and Algorithms, 1989

A Logical Summary-Data Model for Macro Statistical Databases.
Proceedings of the International Symposium on Database Systems for Advanced Applications, 1989

1987
SQL-U: A Casual-User Oriented Interface for a Relational DBMS on Micro-Computers.
Proceedings of the Cognitive Engeineering in the Design of Human-Computer Interaction and Expert Systems, 1987


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