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1

CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories

Martinez-Plumed, Fernando, Contreras-Ochando, Lidia, Ferri, Cesar, Hernandez Orallo, Jose, Kull, Meelis, Lachiche, Nicolas, Ramirez Quintana, Maria Jose, Flach, Peter A.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2020

File:

PDF, 5.29 MB

2020

2

Naive Bayesian Classification of Structured Data

Peter A. Flach, Nicolas Lachiche

Journal:

Machine Learning

Year:

2004

Language:

english

File:

PDF, 265 KB

english, 2004

3

Confirmation-Guided Discovery of First-Order Rules with Tertius

Peter A. Flach, Nicolas Lachiche

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 147 KB

english, 2001

4

Reframing in context: A systematic approach for model reuse in machine learning

Hernández-Orallo, José, Martínez-Usó, Adolfo, Prudêncio, Ricardo B.C., Kull, Meelis, Flach, Peter, Farhan Ahmed, Chowdhury, Lachiche, Nicolas

Journal:

AI Communications

Year:

2016

Language:

english

File:

PDF, 466 KB

english, 2016

5

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 10759 ||

Lachiche, Nicolas, Vrain, Christel

Year:

2018

Language:

english

File:

PDF, 14.19 MB

english, 2018

6

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 10759 || Relational Affordance Learning for Task-Dependent Robot Grasping

Lachiche, Nicolas, Vrain, Christel

Year:

2018

Language:

english

File:

PDF, 2.16 MB

english, 2018

7

A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data

Boullé, Marc, Charnay, Clément, Lachiche, Nicolas

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 3.19 MB

english, 2018

8

Preface to special issue on Inductive Logic Programming, ILP 2017 and 2018

Lachiche, Nicolas, Vrain, Christel, Riguzzi, Fabrizio, Bellodi, Elena, Zese, Riccardo

Journal:

Machine Learning

Year:

2019

Language:

english

File:

PDF, 182 KB

english, 2019

9

EASEA: specification and execution of evolutionary algorithms on GPGPU

Ogier Maitre, Frédéric Krüger, Stéphane Querry, Nicolas Lachiche, Pierre Collet

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2012

Language:

english

File:

PDF, 1.39 MB

english, 2012

10

[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA

Maitre, Ogier, Baumes, Laurent A., Lachiche, Nicolas, Corma, Avelino, Collet, Pierre

Year:

2009

Language:

english

File:

PDF, 827 KB

english, 2009

11

Mining frequent correlated graphs with a new measure

Samiullah, Md., Ahmed, Chowdhury Farhan, Fariha, Anna, Rafiqul Islam, Md., Lachiche, Nicolas

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 3.74 MB

english, 2014

12

Active Learning in the Spatial Domain for Remote Sensing Image Classification

Stumpf, Andre, Lachiche, Nicolas, Malet, Jean-Philippe, Kerle, Norman, Puissant, Anne

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 1.86 MB

english, 2014

13

Benchmarking of Linear and Nonlinear Approaches for Quantitative Structure−Property Relationship Studies of Metal Complexation with Ionophores

Tetko, Igor V., Solov'ev, Vitaly P., Antonov, Alexey V., Yao, Xiaojun, Doucet, Jean Pierre, Fan, Botao, Hoonakker, Frank, Fourches, Denis, Jost, Piere, Lachiche, Nicolas, Varnek, Alexandre

Journal:

Journal of Chemical Information and Modeling

Year:

2006

Language:

english

File:

PDF, 274 KB

english, 2006

14

[IEEE 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI) - Herndon, VA, USA (2013.11.4-2013.11.6)] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence - Pairwise Optimization of Bayesian Classifiers for Multi-class Cost-Sensitive Learning

Charnay, Clement, Lachiche, Nicolas, Braud, Agnes

Year:

2013

Language:

english

File:

PDF, 193 KB

english, 2013

15

[IEEE 2010 IEEE Congress on Evolutionary Computation (CEC) - Barcelona, Spain (2010.07.18-2010.07.23)] IEEE Congress on Evolutionary Computation - EASEA parallelization of tree-based Genetic Programming

Maitre, Ogier, Querry, Stephane, Lachiche, Nicolas, Collet, Pierre

Year:

2010

Language:

english

File:

PDF, 190 KB

english, 2010

16

A REPRESENTATION TO APPLY USUAL DATA MINING TECHNIQUES TO CHEMICAL REACTIONS — ILLUSTRATION ON THE RATE CONSTANT OF S N 2 REACTIONS IN WATER

HOONAKKER, FRANK, LACHICHE, NICOLAS, VARNEK, ALEXANDRE, WAGNER, ALAIN

Journal:

International Journal of Artificial Intelligence Tools

Year:

2011

Language:

english

File:

PDF, 523 KB

english, 2011

17

[IEEE 2014 IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI) - Limassol, Cyprus (2014.11.10-2014.11.12)] 2014 IEEE 26th International Conference on Tools with Artificial Intelligence - Reframing Continuous Input Attributes

Ahmed, Chowdhury Farhan, Lachiche, Nicolas, Charnay, Clement, Braud, Agnes

Year:

2014

Language:

english

File:

PDF, 1.00 MB

english, 2014

18

Flexible propositionalization of continuous attributes in relational data mining

Ahmed, Chowdhury Farhan, Lachiche, Nicolas, Charnay, Clément, El Jelali, Soufiane, Braud, Agnès

Journal:

Expert Systems with Applications

Year:

2015

Language:

english

File:

PDF, 2.45 MB

english, 2015

19

The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004)

Hernàndez-Orallo, José, Ferri, Cèsar, Lachiche, Nicolas, Flach, Peter

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2004

Language:

english

File:

PDF, 97 KB

english, 2004

20

[ACM Press the 2012 ACM Conference - Pittsburgh, Pennsylvania (2012.09.05-2012.09.08)] Proceedings of the 2012 ACM Conference on Ubiquitous Computing - UbiComp '12 - Generic architecture for ambient intelligence based on an organizational centered multi-agent approach

Roy, Patrice C., Lachiche, Nicolas, Gançarski, Pierre, Meffre, Alban, Collet, Christophe

Year:

2012

Language:

english

File:

PDF, 101 KB

english, 2012

21

Binarised regression tasks: methods and evaluation metrics

Hernández-Orallo, José, Ferri, Cèsar, Lachiche, Nicolas, Martínez-Usó, Adolfo, Ramírez-Quintana, M. José

Journal:

Data Mining and Knowledge Discovery

Year:

2016

Language:

english

File:

PDF, 1.18 MB

english, 2016

22

[IEEE 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Vietri sul Mare, Italy (2015.11.9-2015.11.11)] 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Reframing in Frequent Pattern Mining

Ahmed, Chowdhury Farhan, Samiullah, Md., Lachiche, Nicolas, Kull, Meelis, Flach, Peter

Year:

2015

Language:

english

File:

PDF, 6.63 MB

english, 2015

23

Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images

Rougier, Simon, Puissant, Anne, Stumpf, André, Lachiche, Nicolas

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2016

Language:

english

File:

PDF, 4.09 MB

english, 2016

24

[IEEE 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) - San Jose, CA, USA (2016.11.6-2016.11.8)] 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) - Reframing in Clustering

Hoque, Md Naimul, Ahmed, Chowdhury Farhan, Lachiche, Nicolas, Leung, Carson K., Zhang, Hao

Year:

2016

Language:

english

File:

PDF, 184 KB

english, 2016

25

Transductive Ridge Regression in Structure-Activity Modeling

Marcou, Gilles, Delouis, Grace, Mokshyna, Olena, Horvath, Dragos, Lachiche, Nicolas, Varnek, Alexandre

Journal:

Molecular Informatics

Year:

2017

Language:

english

File:

PDF, 1.89 MB

english, 2017

26

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 10759 || On Applying Probabilistic Logic Programming to Breast Cancer Data

Lachiche, Nicolas, Vrain, Christel

Year:

2018

Language:

english

File:

PDF, 764 KB

english, 2018

27

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 10759 || Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach

Lachiche, Nicolas, Vrain, Christel

Year:

2018

Language:

english

File:

PDF, 3.47 MB

english, 2018

28

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 10759 || An Investigation into the Role of Domain-Knowledge on the Use of Embeddings

Lachiche, Nicolas, Vrain, Christel

Year:

2018

Language:

english

File:

PDF, 848 KB

english, 2018

29

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 10759 || Parallel Online Learning of Event Definitions

Lachiche, Nicolas, Vrain, Christel

Year:

2018

Language:

english

File:

PDF, 493 KB

english, 2018

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