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Difference between revisions of "Nicolas Lachiche"

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[[Image:PhotoLachicheICube2013.jpg|right]]
 
[[Image:PhotoLachicheICube2013.jpg|right]]
  
−
* Associate professor in Computer Science, SDC team of the [http://icube.unistra.fr Engineering, Computer and Imaging Sciences Laboratory] of the [https://www.unistra.fr/index.php?id=homepage University of Strasbourg]
+
* Professor in Computer Science, SDC team of the [http://icube.unistra.fr Engineering, Computer and Imaging Sciences Laboratory] of the [https://www.unistra.fr/index.php?id=homepage University of Strasbourg]
−
* Head of the SDC team
+
* Deputy head of the [[Home | SDC team]]
  
−
=Research projects=
+
=Research activities=
  
 
==Ongoing research==
 
==Ongoing research==
  
−
* [http://reframe-d2k.org/| Reframe Project] (12-15)
+
* Data science
 +
** Relational data mining
 +
** Sequential/temporal data mining
 +
** Anomaly detection
 +
** NoSQL databases
  
−
* [[Data_Mining_and_Optimisation#FODOREL:_Relational_data_mining|Relational data mining]]
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* Current projects
−
** Complex aggregates: cardinalitation, quantiles
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** ICU with Vincent Castelain
−
** Data mining for evaluating water quality, for the [[Projects| FRESQUEAU project]] (12-14)
+
** HPC with Florina Ciorba
−
 
+
** Materials with Yves-André Chapuis
−
* [[Data mining and classification]]
+
** Smart factories with Technology & Strategy
−
** Active learning on Remote Sensing Images, for the [[Projects| FOSTER project]] (11-13)
 
−
** Anomaly detection, for the [[Projects|DAHLIA project]] (08-13)
 
−
 
 
−
* Bioinformatics
 
−
** Error-aware event mining in Biological Sequences, [[Projects| PEPS BMI project]] (12-13)
 
  
 
==Older projects==
 
==Older projects==
  
−
* [[Data_Mining_and_Optimisation#FODOREL:_Relational_data_mining|Relational data mining]]
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* Industry 4.0: [http://halfback.in.hs-furtwangen.de/home/ Halfback] (17-20)
−
** Application to a geographical database, for the [[:fr:Projets| GeOpenSim project]] (07-11)
+
* Health: radial (16-19)
−
** [http://infochim.u-strasbg.fr/ Data mining of chemical reactions] (04-11)
+
* [http://reframe.icube.unistra.fr/ Reframe Project] (12-15)
−
** Study of relational data mining on very large databases (08-09)
+
* Data mining for evaluating water quality, for the [http://dataqual.engees.unistra.fr/fresqueau_presentation_gb FRESQUEAU project] (12-14)
−
** [http://www.cs.bris.ac.uk/Research/MachineLearning/PRIMUS/ The PRIMUS family of systems] (97-04)
+
* Error-aware event mining in Biological Sequences, PEPS BMI project (12-13)
−
 
+
* Active learning on Remote Sensing Images, for the FOSTER project (11-13)
−
* Bioinformatics
+
* Predicting the best program to align multiple protein sequences (11-12)
−
** Predicting the best program to align multiple protein sequences (11-12)
+
* Complex aggregates: cardinalization, quantiles, Caraf (09-18)
−
 
+
* Anomaly detection, for the DAHLIA project (08-13)
−
* [[SONIC|SONIC]]
+
* Study of genetic operators, using GPGPU, applications to data mining (08-12)
−
** Study of genetic operators, using GPGPU, applications to data mining
+
* State-of-the-art of relational data mining on very large databases (08-09)
 +
* Application to a geographical database, for the GeOpenSim project (07-11)
 +
* Data mining of chemical reactions (04-11)
 +
* The PRIMUS family of systems: 1BC, 1BC2 (97-04)
 +
* Scope classification (94-97)
  
 
=Professional duties=
 
=Professional duties=
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* Czech Science Foundation 2011
 
* Czech Science Foundation 2011
  
 +
<!--
 
For the French National Research Agency
 
For the French National Research Agency
  
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* Alsace BioValley 2018
 
* Alsace BioValley 2018
 +
-->
  
 
==Organisation==
 
==Organisation==
  
 +
* [https://moda.dmi.unibas.ch/ 3rd ISC-HPC International Workshop on Monitoring and Operational Data Analytics (MODA 2022)]
 +
* [https://moda21.sciencesconf.org/ 2nd ISC-HPC International Workshop on Monitoring and Operational Data Analytics (MODA 2021)]
 +
* [https://moda20.sciencesconf.org/ 1st ISC-HPC International Workshop on Monitoring and Operational Data Analytics (MODA 2020)]
 +
* [https://ilp2017.sciencesconf.org/ ILP'17: 27th International Conference on Inductive Logic Programming]
 
* [http://reframe-d2k.org/Challenge MoReBikeS: ECML-PKDD 2015 Challenge on Model Reuse with Bike rental Station data]
 
* [http://reframe-d2k.org/Challenge MoReBikeS: ECML-PKDD 2015 Challenge on Model Reuse with Bike rental Station data]
 
* [http://users.dsic.upv.es/~flip/LMCE2015/ LMCE 2015: Second international workshop on Learning over Multiple Contexts @ ECML 2015 - The value of model reuse]
 
* [http://users.dsic.upv.es/~flip/LMCE2015/ LMCE 2015: Second international workshop on Learning over Multiple Contexts @ ECML 2015 - The value of model reuse]
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==Program committees==
 
==Program committees==
  
−
* [http://www.kdd.org/kdd2018/ KDD'18], [http://www.kdd.org/kdd2016/ KDD'16], [http://www.kdd.org/kdd2015/index.html KDD'15], [http://www.sigkdd.org/kdd2009/ KDD'09]
+
* [https://aaai.org/Conferences/AAAI-24/ AAAI'24], [https://aaai.org/Conferences/AAAI-23/ AAAI'23],[https://aaai.org/Conferences/AAAI-22/ AAAI'22], [https://aaai.org/Conferences/AAAI-21/ AAAI'21], [https://aaai.org/Conferences/AAAI-20/ AAAI'20], [http://www.aaai.org/Conferences/AAAI/aaai18.php AAAI'18]
−
* [http://www.ijcai-18.org/ IJCAI-ECAI'18], [http://ijcai-17.org/ IJCAI'17 (SPC)], [http://ijcai13.org/ IJCAI'13], [http://ijcai-11.iiia.csic.es/ IJCAI'11]
+
* [https://www.ecai2024.eu/ ECAI'24]
−
* [http://www.aaai.org/Conferences/AAAI/aaai18.php AAAI'18]
+
* [https://www.siam.org/conferences/cm/conference/sdm24 SDM'24], [https://www.siam.org/conferences/cm/conference/sdm23 SDM'23], [https://www.siam.org/conferences/cm/conference/sdm22 SDM'22], [https://www.siam.org/conferences/cm/conference/sdm21 SDM'21], [https://www.siam.org/Conferences/CM/Conference/sdm20 SDM'20]
−
* [http://www.ecmlpkdd2018.org/ ECML-PKDD'18], [http://ecmlpkdd2017.org/ ECML-PKDD'17], [http://ecmlpkdd2016.org/ ECML-PKDD'16],[http://www.ecmlpkdd2015.org/ ECML-PKDD'15], [http://www.ecmlpkdd2014.org/ ECML-PKDD'14], [http://www.ecmlpkdd2012.net/ ECML-PKDD'12], [http://www.ecmlpkdd2011.org/ ECML-PKDD'11]<!--, [http://www.ecmlpkdd2007.org/ ECML-PKDD'07], [http://www.ecmlpkdd2006.org/ ECML-PKDD'06]-->
 
−
* [http://ilp2018.unife.it/ ILP'18], [https://ilp2017.sciencesconf.org/ ILP'17 (co-chair)], [http://ilp16.doc.ic.ac.uk/ ILP'16]
 
  
 +
<!--
 +
* [https://kdd.org/kdd2022/ KDD'22], [https://www.kdd.org/kdd2021/ KDD'21], [https://www.kdd.org/kdd2020/ KDD'20], [https://www.kdd.org/kdd2019/ KDD'19], [http://www.kdd.org/kdd2018/ KDD'18], [http://www.kdd.org/kdd2016/ KDD'16], [http://www.kdd.org/kdd2015/index.html KDD'15], [http://www.sigkdd.org/kdd2009/ KDD'09]
 +
* [http://lr2020.iit.demokritos.gr/ilp/ ILP'21], [http://lr2020.iit.demokritos.gr/ilp/ ILP'20], [https://ilp2019.wordpress.com/ ILP'19], [http://ilp2018.unife.it/ ILP'18], [https://ilp2017.sciencesconf.org/ ILP'17 (co-chair)], [http://ilp16.doc.ic.ac.uk/ ILP'16]
 +
* [https://ijcai20.org/ IJCAI'20], [https://ijcai19.org/ IJCAI'19], [http://www.ijcai-18.org/ IJCAI-ECAI'18], [http://ijcai-17.org/ IJCAI'17 (SPC)], [http://ijcai13.org/ IJCAI'13], [http://ijcai-11.iiia.csic.es/ IJCAI'11]
 +
* [http://ecmlpkdd2019.org/ ECML-PKDD'19], [http://www.ecmlpkdd2018.org/ ECML-PKDD'18], [http://ecmlpkdd2017.org/ ECML-PKDD'17], [http://ecmlpkdd2016.org/ ECML-PKDD'16],[http://www.ecmlpkdd2015.org/ ECML-PKDD'15], [http://www.ecmlpkdd2014.org/ ECML-PKDD'14], [http://www.ecmlpkdd2012.net/ ECML-PKDD'12], [http://www.ecmlpkdd2011.org/ ECML-PKDD'11], [http://www.ecmlpkdd2007.org/ ECML-PKDD'07], [http://www.ecmlpkdd2006.org/ ECML-PKDD'06]
 +
* [https://e-nns.org/icann2020/ ICANN'20], [https://e-nns.org/icann2019/ ICANN'19]
 
* [http://www.icmla-conference.org/icmla15/ ICMLA'15], [http://www.icmla-conference.org/icmla14/ ICMLA'14]
 
* [http://www.icmla-conference.org/icmla15/ ICMLA'15], [http://www.icmla-conference.org/icmla14/ ICMLA'14]
−
<!--* [http://2016.ruleml.org/calls/rule-induction-and-learning-track Rule-ML'16]
+
* [http://2016.ruleml.org/calls/rule-induction-and-learning-track Rule-ML'16]
 
* [http://fab.cpsc.ucalgary.ca/2015/ FAB'15]
 
* [http://fab.cpsc.ucalgary.ca/2015/ FAB'15]
 
* [http://www.taosciences.it/mod-2015/ MOD'15]
 
* [http://www.taosciences.it/mod-2015/ MOD'15]
Line 82: Line 95:
 
* [http://ilp.fe.up.pt/ ILP'04], [http://www.rgai.hu/ilp2003/ ILP'03]-->
 
* [http://ilp.fe.up.pt/ ILP'04], [http://www.rgai.hu/ilp2003/ ILP'03]-->
  
−
* [https://egc19.sciencesconf.org/ EGC'19], [https://egc18.sciencesconf.org/ EGC'18], [http://egc2017.imag.fr/ EGC'17], [http://egc2016.univ-reims.fr/index.php/Pr%C3%A9sentation EGC'16], [http://egc2015.lippmann.lu/ EGC'15], [http://egc2014.irisa.fr/ EGC'14], [http://www.irit.fr/EGC2013/ EGC'13], [http://egc2012.labri.fr/ EGC'12], [http://www.ensta-bretagne.fr/egc11/ EGC'11], [http://www.projets.rnu.tn/egc2010/ EGC'10], [https://lsiit.u-strasbg.fr/egc09/index.php/Accueil EGC'09]
+
* [https://iutdijon.u-bourgogne.fr/egc2024/ EGC'24], [https://egc2023.sciencesconf.org/ EGC'23], [https://egc2022.univ-tours.fr/ EGC'22], [https://egc2021.sciencesconf.org/ EGC'21], [https://egc2020.sciencesconf.org/ EGC'20], [https://egc19.sciencesconf.org/ EGC'19], [https://egc18.sciencesconf.org/ EGC'18], [http://egc2017.imag.fr/ EGC'17], [http://egc2016.univ-reims.fr/index.php/Pr%C3%A9sentation EGC'16], [http://egc2015.lippmann.lu/ EGC'15], [http://egc2014.irisa.fr/ EGC'14], [http://www.irit.fr/EGC2013/ EGC'13]<!--, [http://egc2012.labri.fr/ EGC'12], [http://www.ensta-bretagne.fr/egc11/ EGC'11], [http://www.projets.rnu.tn/egc2010/ EGC'10], [https://lsiit.u-strasbg.fr/egc09/index.php/Accueil EGC'09]-->
−
* [http://pfia2018.loria.fr/ CNIA'18]
+
* [https://pfia2024.univ-lr.fr/Conf%C3%A9rences/CNIA/ CNIA'24], [https://pfia23.icube.unistra.fr/conferences/cnia/index.html CNIA'23], [https://ci.mines-stetienne.fr/pfia2022/conferences/cnia/ CNIA'22], [https://pfia.fr/ CNIA'21], [http://pfia2018.loria.fr/ CNIA'18]
−
* [http://cap2012.loria.fr/ CAP'12], [http://www.ceregmia.eu/CAp2011/fr/index.html CAP'11], [http://cap10.isima.fr/ CAP'10]
+
<!--* [http://cap2012.loria.fr/ CAP'12], [http://www.ceregmia.eu/CAp2011/fr/index.html CAP'11], [http://cap10.isima.fr/ CAP'10]
−
<!--* [https://lsiit.u-strasbg.fr/ea09/index.php/Main_Page EA'09]-->
+
* [https://lsiit.u-strasbg.fr/ea09/index.php/Main_Page EA'09]-->
  
 
==Reviewer==
 
==Reviewer==
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=Teaching=
 
=Teaching=
  
−
* Data mining in MSc. in computer science, MSc. chemo-informatics, and CNAM
+
* Data science, data mining, and machine learning
−
* Business intelligence and Data Warehouse in MSc. and BSc. in computer science
+
* Big data, business intelligence and Data Warehouse  
−
* Geographical databases in MSc. in geomatics
+
* Advanced databases (OLAP, NoSQL, GIS)
−
* Databases, data persistency, web programming and GUI in BSc. in computer science
+
* Databases, data persistency, web programming and GUI
−
 
 
−
<!--
 
−
==Research projects for 2007 / 2008==
 
−
 
 
−
(in French only)
 
−
 
 
−
* [http://axis.u-strasbg.fr/stages-2007-08/fouille_chimie.pdf Fouille de données relationnelles et chimie]
 
−
* [http://axis.u-strasbg.fr/stages-2007-08/fouille_gpgpu.pdf Portage sur GPGPU d'algorithmes classiques de fouille de données]
 
−
* [http://axis.u-strasbg.fr/stages-2007-08/fouille_roc.pdf Courbes ROC pour optimiser l'apprentissage supervisé]
 
−
-->
 
  
 
=Publications=
 
=Publications=

Latest revision as of 13:00, 5 February 2024

PhotoLachicheICube2013.jpg

Research activities

Ongoing research

  • Data science
    • Relational data mining
    • Sequential/temporal data mining
    • Anomaly detection
    • NoSQL databases
  • Current projects
    • ICU with Vincent Castelain
    • HPC with Florina Ciorba
    • Materials with Yves-André Chapuis
    • Smart factories with Technology & Strategy

Older projects

  • Industry 4.0: Halfback (17-20)
  • Health: radial (16-19)
  • Reframe Project (12-15)
  • Data mining for evaluating water quality, for the FRESQUEAU project (12-14)
  • Error-aware event mining in Biological Sequences, PEPS BMI project (12-13)
  • Active learning on Remote Sensing Images, for the FOSTER project (11-13)
  • Predicting the best program to align multiple protein sequences (11-12)
  • Complex aggregates: cardinalization, quantiles, Caraf (09-18)
  • Anomaly detection, for the DAHLIA project (08-13)
  • Study of genetic operators, using GPGPU, applications to data mining (08-12)
  • State-of-the-art of relational data mining on very large databases (08-09)
  • Application to a geographical database, for the GeOpenSim project (07-11)
  • Data mining of chemical reactions (04-11)
  • The PRIMUS family of systems: 1BC, 1BC2 (97-04)
  • Scope classification (94-97)

Professional duties

Evaluation

  • Research Council KU Leuven 2017, 2018
  • Research Foundation - Flanders (Fonds Wetenschappelijk Onderzoek - Vlaanderen, FWO) 2015
  • Czech Science Foundation 2011


Organisation

Program committees


Reviewer

Teaching

  • Data science, data mining, and machine learning
  • Big data, business intelligence and Data Warehouse
  • Advanced databases (OLAP, NoSQL, GIS)
  • Databases, data persistency, web programming and GUI

Publications


Contact

Nicolas Lachiche
ICube - UMR 7357
Pôle API
300 Bd Sébastien Brant - CS 10413
67412 Illkirch cedex

Tel : +33 (0)3 68.85.45.77 
Fax : +33 (0)3 68.85.44.55 
courriel : nicolas.lachiche @ unistra.fr
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