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Lotfi Lakhal
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2020 – today
- 2021
- [j17]Youssef Hmamouche, Lotfi Lakhal, Alain Casali:
A scalable framework for large time series prediction. Knowl. Inf. Syst. 63(5): 1093-1116 (2021)
2010 – 2019
- 2019
- [c54]Hana Alouaoui, Lotfi Lakhal, Rosine Cicchetti, Alain Casali:
CoSky: A Practical Method for Ranking Skylines in Databases. KDIR 2019: 508-515 - 2018
- [c53]Youssef Hmamouche, Lotfi Lakhal, Alain Casali:
Predictors Extraction in Time Series Using Authorities-Hubs Ranking. ICDM Workshops 2018: 1070-1079 - 2017
- [j16]Lotfi Lakhal, Sébastien Nedjar, Rosine Cicchetti:
Multidimensional skyline analysis based on agree concept lattices. Intell. Data Anal. 21(5): 1245-1265 (2017) - [c52]Piotr Przymus
, Youssef Hmamouche, Alain Casali, Lotfi Lakhal:
Improving Multivariate Time Series Forecasting with Random Walks with Restarts on Causality Graphs. ICDM Workshops 2017: 924-931 - [c51]Youssef Hmamouche, Piotr Przymus, Lotfi Lakhal, Alain Casali:
Finding Relevant Multivariate Models for Multi-plant Photovoltaic Energy Forecasting. DC@PKDD/ECML 2017 - 2013
- [p3]Sébastien Nedjar, Lotfi Lakhal, Rosine Cicchetti:
Emerging Data Cube Representations for OLAP Database Mining. Contrast Data Mining 2013: 109-128 - 2012
- [j15]Ghada Gasmi, Lotfi Lakhal, Yahya Slimani:
An incremental approach for maintaining functional dependencies. Intell. Data Anal. 16(3): 365-381 (2012) - 2011
- [j14]Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal:
Extracting semantics in OLAP databases using emerging cubes. Inf. Sci. 181(10): 2036-2059 (2011) - [c50]Ghada Gasmi, Amira Béji, Yahya Slimani, Lotfi Lakhal:
Functional Dependency Mining: Harnessing Multicore Systems. ACIS-ICIS 2011: 135-139 - [c49]Sébastien Nedjar, Fabien Pesci, Lotfi Lakhal, Rosine Cicchetti:
Treillis des Concepts Skylines : analyse multidimensionnelle des Skylines fondée sur les ensembles en accords. EGC 2011: 227-238 - [c48]Sébastien Nedjar, Fabien Pesci, Lotfi Lakhal, Rosine Cicchetti:
The Agree Concept Lattice for Multidimensional Database Analysis. ICFCA 2011: 219-234 - [c47]Ghada Gasmi, Yahya Slimani, Lotfi Lakhal:
Towards a Parallel Approach for Incremental Mining of Functional Dependencies on Multi-core Systems. KES (1) 2011: 590-598 - [p2]Rosine Cicchetti, Lotfi Lakhal, Sébastien Nedjar, Noël Novelli, Alain Casali:
Summarizing Datacubes: Semantic and Syntactic Approaches. Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 19-39 - 2010
- [j13]Alain Casali, Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal:
Constrained Cube Lattices for Multidimensional Database Mining. Int. J. Data Warehous. Min. 6(3): 43-72 (2010) - [c46]Rosine Cicchetti, Lotfi Lakhal, Sébastien Nedjar:
Constrained Closed and Quotient Cubes. EGC (best of volume) 2010: 3-26 - [c45]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Cube fermés / quotients emergents. EGC 2010: 285-296 - [c44]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Constrained Closed Datacubes. ICFCA 2010: 177-192 - [i2]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Cubes convexes. CoRR abs/1003.5056 (2010) - [i1]Sébastien Nedjar, Fabien Pesci, Lotfi Lakhal, Rosine Cicchetti:
Treillis des concepts skylines : Analyse multidimensionnelle des skylines fondée sur les ensembles en accord. CoRR abs/1010.4850 (2010)
2000 – 2009
- 2009
- [j12]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Reduced representations of Emerging Cubes for OLAP database mining. Int. J. Bus. Intell. Data Min. 4(3/4): 267-300 (2009) - [j11]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Emerging Cubes: Borders, size estimations and lossless reductions. Inf. Syst. 34(6): 536-550 (2009) - [j10]Alain Casali, Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal, Noël Novelli:
Lossless Reduction of Datacubes using Partitions. Int. J. Data Warehous. Min. 5(1): 18-35 (2009) - [p1]Alain Casali, Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal:
Closed Cube Lattices. New Trends in Data Warehousing and Data Analysis 2009: 1-20 - 2008
- [c43]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Upper Borders for Emerging Cubes. DaWaK 2008: 45-54 - 2007
- [c42]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Résumés du Cube Emergent. BDA 2007 - [c41]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Emerging Cubes for Trends Analysis in OlapDatabases. DaWaK 2007: 135-144 - [c40]Alain Casali, Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal:
Convex Cube: Towards a Unified Structure for Multidimensional Databases. DEXA 2007: 572-581 - 2006
- [j9]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Cubes convexes. Ingénierie des Systèmes d Inf. 11(6): 11-31 (2006) - [c39]Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Cocktail de Cubes. BDA 2006 - [c38]Alain Casali, Rosine Cicchetti, Lotfi Lakhal, Noël Novelli:
Lossless Reduction of Datacubes. DEXA 2006: 409-419 - 2005
- [j8]Alain Casali, Rosine Cicchetti, Lotfi Lakhal, Stéphane Lopes:
Couvertures parfaites des motifs fréquents. Ingénierie des Systèmes d Inf. 10(2): 117-138 (2005) - [j7]Nicolas Pasquier, Rafik Taouil, Yves Bastide, Gerd Stumme
Generating a Condensed Representation for Association Rules. J. Intell. Inf. Syst. 24(1): 29-60 (2005) - [c37]Alain Casali, Rosine Cicchetti, Lotfi Lakhal, Noël Novelli:
Réduction du cube de données. BDA 2005 - [c36]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Essential Patterns: A Perfect Cover of Frequent Patterns. DaWaK 2005: 428-437 - [c35]Lotfi Lakhal, Gerd Stumme:
Efficient Mining of Association Rules Based on Formal Concept Analysis. Formal Concept Analysis 2005: 180-195 - 2004
- [j6]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Extraction de sémantiques dans les bases de données multidimensionnelles. Ingénierie des Systèmes d Inf. 9(1): 35-59 (2004) - [c34]Alain Casali, Rosine Cicchetti, Lotfi Lakhal, Stéphane Lopes:
Motifs essentiels et inférence des fréquences. BDA 2004: 535-554 - 2003
- [j5]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Treillis cubes contraints pour la fouille de bases de données multidimensionnelles. Tech. Sci. Informatiques 22(10): 1325-1352 (2003) - [c33]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Extraction de sémantiques dans les bases de données multidimensionnelles. BDA 2003 - [c32]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Extraction d'espaces de versions émergents d'une relation d'attributs catégories. EGC 2003: 57-69 - [c31]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Extracting semantics from data cubes using cube transversals and closures. KDD 2003: 69-78 - [c30]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Cube Lattices: A Framework for Multidimensional Data Mining. SDM 2003: 304-308 - 2002
- [j4]Gerd Stumme
Computing iceberg concept lattices with T. Data Knowl. Eng. 42(2): 189-222 (2002) - [j3]Stéphane Lopes, Jean-Marc Petit, Lotfi Lakhal:
Functional and approximate dependency mining: database and FCA points of view. J. Exp. Theor. Artif. Intell. 14(2-3): 93-114 (2002) - [c29]Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Treillis Relationnel : Une Structure Algébrique pour le Data Mining Multi-Dimensionnel. BDA 2002 - [c28]Marc Laporte, Noël Novelli, Rosine Cicchetti, Lotfi Lakhal:
Computing Full and Iceberg Datacubes Using Partitions. ISMIS 2002: 244-254 - 2001
- [c27]Rosine Cicchetti, Noël Novelli, Lotfi Lakhal:
APIC: An Efficient Algorithm for Computing Iceberg Datacubes. BDA 2001 - [c26]Stéphane Lopes, Jean-Marc Petit, Lotfi Lakhal:
A Framework for Understanding Existing Databases. IDEAS 2001: 330-338 - [c25]Gerd Stumme, Rafik Taouil, Yves Bastide, Nicolas Pasquier, Lotfi Lakhal:
Intelligent Structuring and Reducing of Association Rules with Formal Concept Analysis. KI/ÖGAI 2001: 335-350 - 2000
- [j2]Yves Bastide, Rafik Taouil, Nicolas Pasquier, Gerd Stumme, Lotfi Lakhal:
Mining Frequent Patterns with Counting Inference. SIGKDD Explor. 2(2): 66-75 (2000) - [c24]Yves Bastide, Rafik Taouil, Nicolas Pasquier, Gerd Stumme, Lotfi Lakhal:
Levelwise Search of Frequent Patterns with Counting Inference. BDA 2000 - [c23]Stéphane Lopes, Jean-Marc Petit, Lotfi Lakhal:
Discovering Agree Sets for Database Relation Analysis. BDA 2000 - [c22]Yves Bastide, Nicolas Pasquier, Rafik Taouil, Gerd Stumme, Lotfi Lakhal:
Mining Minimal Non-redundant Association Rules Using Frequent Closed Itemsets. Computational Logic 2000: 972-986 - [c21]Kitsana Waiyamai, Lotfi Lakhal:
Knowledge Discovery from Very Large Databases Using Frequent Concept Lattices. ECML 2000: 437-445 - [c20]Stéphane Lopes, Jean-Marc Petit
Efficient Discovery of Functional Dependencies and Armstrong Relations. EDBT 2000: 350-364 - [c19]Rafik Taouil, Nicolas Pasquier, Yves Bastide, Lotfi Lakhal:
Mining Bases for Association Rules Using Closed Sets. ICDE 2000: 307 - [c18]Gerd Stumme, Rafik Taouil, Yves Bastide, Nicolas Pasquier, Lotfi Lakhal:
Fast Computation of Concept lattices Using Data Mining Techniques. KRDB 2000: 129-139
1990 – 1999
- 1999
- [j1]Nicolas Pasquier, Yves Bastide, Rafik Taouil, Lotfi Lakhal:
Efficient Mining of Association Rules Using Closed Itemset Lattices. Inf. Syst. 24(1): 25-46 (1999) - [c17]Nicolas Pasquier, Yves Bastide, Rafik Taouil, Lotfi Lakhal:
Closed Set Based Discovery of Small Covers for Association Rules. Proc. 15èmes Journées Bases de Données Avancées, BDA 1999: 361-381 - [c16]Nicolas Pasquier, Yves Bastide, Rafik Taouil, Lotfi Lakhal:
Discovering Frequent Closed Itemsets for Association Rules. ICDT 1999: 398-416 - 1998
- [c15]Nicolas Pasquier, Yves Bastide, Rafik Taouil, Lotfi Lakhal:
Pruning closed itemset lattices for associations rules. BDA 1998 - [c14]Kitsana Waiyamai, Rafik Taouil, Lotfi Lakhal:
Querying Concept Lattices in Object Databases. IADT 1998: 280-289 - 1997
- [c13]A. Yahia, Lotfi Lakhal, Jean-Pierre Bordat:
Designing Class Hierarchies of Object Database Schemas. BDA 1997 - [c12]Mohammed Benattou
Incremental Inheritance Model for an OODBMS. DEXA 1997: 68-80 - [c11]Kitsana Waiyamai, Rafik Taouil, Lotfi Lakhal:
Towards an Object Database Approach for Managing Concept Lattices. ER 1997: 299-312 - 1996
- [c10]A. Yahia, Lotfi Lakhal, Rosine Cicchetti:
Building Inheritance Graphs in Object Database Design. DEXA 1996: 11-28 - [c9]A. Yahia, Lotfi Lakhal, Rosine Cicchetti, Jean-Pierre Bordat:
iO2 - An Algorithmic Method for Building Inheritance Graphs in Object Database Design. ER 1996: 422-437 - 1994
- [c8]Rosine Cicchetti, Lotfi Lakhal:
Matrix-Relation for Statistical Database Management. EDBT 1994: 31-44 - 1993
- [c7]Pascal Poncelet, Lotfi Lakhal:
Consistent Structural Updates for Object Database Design. CAiSE 1993: 1-21 - [c6]Pascal Poncelet, Maguelonne Teisseire, Rosine Cicchetti, Lotfi Lakhal:
Towards a Formal Approach for Object Database Design. VLDB 1993: 278-289 - 1992
- [c5]Pascal Poncelet, Maguelonne Teisseire, Lotfi Lakhal:
IFO2, modèle et principe pour la conception de bases de données avancées. BDA 1992: 320-
1980 – 1989
- 1989
- [c4]Rosine Cicchetti, Lotfi Lakhal, Nanh Le Thanh, Serge Miranda:
A Logical Summary-Data Model for Macro Statistical Databases. DASFAA 1989: 43-51 - [c3]Lotfi Lakhal, Rosine Cicchetti, Serge Miranda:
Complex-Statistical-Table Structure and Operators for Macro Statistical Databases. FODO 1989: 421-438 - [c2]Lotfi Lakhal, Rosine Cicchetti, Serge Miranda:
RTL - A Relation and Table Language for Statistical Databases. MFDBS 1989: 285-300 - 1987
- [c1]G. Taladoire, Serge Miranda, Nanh Le Thanh, Lotfi Lakhal:
SQL-U: A Casual-User Oriented Interface for a Relational DBMS on Micro-Computers. HCI (2) 1987: 155-166
Coauthor Index
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