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Couvertures parfaites des motifs fréquents

 Alain Casali , Rosine Cicchetti , Lotfi Lakhal , Stéphane Lopes
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2005, 10 (2), pp.117-138
Article dans une revue hal-00286906v1
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Mining Literal Correlation Rules from Itemsets

 Alain Casali , Christian Ernst
IMMM 2011 : The First International Conference on Advances in Information Mining and Management ISBN: 978-1-61208-162-5, Oct 2011, Barcelona, Spain. pp 162-167
Communication dans un congrès emse-00648370v1

A scalable framework for large time series prediction

 Youssef Hmamouche , Lotfi Lakhal , Alain Casali
Knowledge and Information Systems (KAIS), 2021, ⟨10.1007/s10115-021-01544-w⟩
Article dans une revue hal-03149206v1

Closed Cube Lattices

 Alain Casali , Sebastien Nedjar , Rosine Cicchetti , Lotfi Lakhal
New Trends in Data Warehousing and Data Analysis, Springer, pp.145-164, 2008, Annals of Information Systems, ⟨10.1007/978-0-387-87431-9_7⟩
Chapitre d'ouvrage hal-00464165v1

Extraction de règles de corrélation décisionnelles

 Alain Casali , Christian Ernst
Extraction et Gestion des Connaissances EGC'2009, Jan 2009, Strasbourg, France. pp.187-192
Communication dans un congrès emse-00450785v1
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CoSky: A Practical Method for Ranking Skylines in Databases

 Hana Alouaoui , Lotfi Lakhal , Rosine Cicchetti , Alain Casali
11th International Conference on Knowledge Discovery and Information Retrieval, Sep 2019, Vienna, Austria. pp.508-515, ⟨10.5220/0008363005080515⟩
Communication dans un congrès hal-02445524v1
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Multicore Mining of Correlated Patterns

 Christian Ernst , Alain Casali
IMMM 2013, Nov 2013, Lisboa, Portugal. pp 18-23
Communication dans un congrès emse-00921628v1

Motifs essentiels et inférence des fréquences

 Alain Casali , Rosine Cicchetti , Lotfi Lakhal , Stéphane Lopes
20èmes Journées Bases de Données Avancées (BDA), 2004, Montpellier, France. pp.535-554
Communication dans un congrès hal-00286874v1
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Extracting Correlated Patterns on Multicore Architectures

 Alain Casali , Christian Ernst
1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES), Sep 2013, Regensburg, Germany. pp.118-133
Communication dans un congrès hal-01506789v1
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GFSM: a Feature Selection Method for Improving Time Series Forecasting

 Youssef Hmamouche , Piotr Przymus , Alain Casali , Lotfi Lakhal
International Journal On Advances in Systems and Measurements, 2017
Article dans une revue hal-02448277v1
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Extracting correlated parameters on multicore architectures

 Christian Ernst , Alain Casali
CD-ARES 2013, Sep 2013, Regensburg, Italy. pp 118-133
Communication dans un congrès emse-00921635v1
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Cubes convexes

 Sebastien Nedjar , Alain Casali , Rosine Cicchetti , Lotfi Lakhal
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2006, 11 (6), pp.11-31. ⟨10.3166/isi.11.6.11-31⟩
Article dans une revue hal-00464232v1

Emerging Cubes: Borders, size estimations and lossless reductions

 Sébastien Nedjar , Alain Casali , Rosine Cicchetti , Lotfi Lakhal
Information Systems, 2009, 34 (6), pp.536--550. ⟨10.1016/j.is.2009.03.001⟩
Article dans une revue istex hal-00464123v1
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Discovering correlated parameters in Semiconductor Manufacturing processes: a Data Mining approach

 Christian Ernst , Alain Casali
IEEE Transactions on Semiconductor Manufacturing, 2012, 25 (1), pp.118-127. ⟨10.1109/TSM.2011.2171375⟩
Article dans une revue emse-00742962v1

Predictors Extraction in Time Series Using Authorities-Hubs Ranking

 Youssef Hmamouche , Lotfi Lakhal , Alain Casali
2018 IEEE International Conference on Data Mining Workshops (ICDMW), Nov 2018, Singapore, France. pp.1070-1079, ⟨10.1109/ICDMW.2018.00155⟩
Communication dans un congrès hal-02096133v1

Large Multivariate Time Series Forecasting: Survey on Methods and Scalability

 Youssef Hmamouche , Piotr Marian Przymus , Hana Alouaoui , Alain Casali , Lotfi Lakhal
Utilizing Big Data Paradigms for Business, pp.170-197, 2019
Chapitre d'ouvrage hal-02122849v1
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A Causality Based Feature Selection Approach for Multivariate Time Series Forecasting

 Youssef Hmamouche , Alain Casali , Lotfi Lakhal
DBKDA 2017, The Ninth International Conference on Advances in Databases, Knowledge, and Data Applications, May 2017, Barcelone, Spain
Communication dans un congrès hal-01467523v2

Improving Multivariate Time Series Forecasting with Random Walks with Restarts on Causality Graphs

 Piotr Przymus , Youssef Hmamouche , Alain Casali , Lotfi Lakhal
2017 IEEE International Conference on Data Mining Workshops (ICDMW), Nov 2017, New Orleans, United States. pp.924-931, ⟨10.1109/ICDMW.2017.127⟩
Communication dans un congrès hal-02445536v1

A KDD Model to Discover Correlated Parameters in Semiconductor Manufacturing Processes

 Alain Casali , Christian Ernst
10th European Conference on Advanced Equipment Control / Advanced Process Control, Apr 2010, Catania, Italy
Communication dans un congrès emse-00554762v1

Data Preparation in the MineCor KDD Framework

 Christian Ernst , Alain Casali
IMMM 2011 : The First International Conference on Advances in Information Mining and Management ISBN: 978-1-61208-162-5, Oct 2011, Barcelona, Spain. pp 16-22
Communication dans un congrès emse-00648333v1

Reduced representations of Emerging Cubes for OLAP database mining

 Sebastien Nedjar , Alain Casali , Rosine Cicchetti , Lotfi Lakhal
International Journal of Business Intelligence and Data Mining, 2009, 4 (3/4), pp.267 - 300. ⟨10.1504/IJBIDM.2009.029075⟩
Article dans une revue hal-00464138v1

Lossless Reduction of Datacubes using Partitions

 Alain Casali , Sébastien Nedjar , Rosine Cicchetti , Lotfi Lakhal , Noël Novelli
International Journal of Data Warehousing and Mining (IJDWM), 2009, 5 (1), pp.18-35. ⟨10.4018/ijdwm.2009010102⟩
Article dans une revue hal-00464157v1
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Finding relevant multivariate models for multi-plant photovoltaic energy forecasting

 Youssef Hmamouche , Piotr Przymus , Lotfi Lakhal , Alain Casali
PKDD/ECML, Sep 2017, Skopje, Macedonia
Communication dans un congrès hal-02445550v1

Extracting Decision Correlation Rules

 Alain Casali , Christian Ernst
Database and Expert Systems Applications, Springer Berlin / Heidelberg, pp.689-703, 2009, ⟨10.1007/978-3-642-03573-9_57⟩
Chapitre d'ouvrage istex emse-00464030v1
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