Ansaf Salleb-Aouissi

CoRR, 2024

M-DEW: Extending Dynamic Ensemble Weighting to Handle Missing Values.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Teenagers and Artificial Intelligence: Bootcamp Experience and Lessons Learned.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Counterfactual Explanations for Support Vector Machine Models.

[BibT_eX]

[DOI]

Sebastian Salazar

Samuel Denton

CoRR, 2022

Interpretable prediction of necrotizing enterocolitis from machine learning analysis of premature infant stool microbiota.

[BibT_eX]

[DOI]

Yun Chao Lin

Thomas Hooven

BMC Bioinform., 2022

2021

Automated Symbolic Law Discovery: A Computer Vision Approach.

[BibT_eX]

[DOI]

Hengrui Xing

Nakul Verma

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Weighted Solution to SVM Actionability and Interpretability.

[BibT_eX]

[DOI]

Samuel Marc Denton

CoRR, 2020

Multiple instance learning for predicting necrotizing enterocolitis in premature infants using microbiome data.

[BibT_eX]

[DOI]

Thomas Hooven

Yun Chao Lin

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2016

Toward a Robust Crowd-labeling Framework using Expert Evaluation and Pairwise Comparison.

[BibT_eX]

[DOI]

Faiza Khan Khattak

CoRR, 2016

Using Kernel Methods and Model Selection for Prediction of Preterm Birth.

[BibT_eX]

[DOI]

Proceedings of the 1st Machine Learning in Health Care, 2016

2015

Learning Characteristic Rules in Geographic Information Systems.

[BibT_eX]

[DOI]

Daniel Cassard

Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Application of Sentiment and Topic Analysis to Teacher Evaluation Policy in the U.S.

[BibT_eX]

[DOI]

Antonio Moretti

Kathy McKnight

Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014

Predicting Preterm Birth Is Not Elusive: Machine Learning Paves the Way to Individual Wellness.

[BibT_eX]

[DOI]

Proceedings of the 2014 AAAI Spring Symposia, 2014

2013

Building actions from classification rules.

[BibT_eX]

[DOI]

Chantal Gascuel-Odoux

Knowl. Inf. Syst., 2013

QuantMiner for mining quantitative association rules.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2013

Robust Crowd Labeling Using Little Expertise.

[BibT_eX]

[DOI]

Faiza Khan Khattak

Proceedings of the Discovery Science - 16th International Conference, 2013

2012

Machine Learning for theNew York City Power Grid.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Multiplicity and word sense: evaluating and learning from multiply labeled word sense annotations.

[BibT_eX]

[DOI]

Rebecca J. Passonneau

Vikas Bhardwaj

Lang. Resour. Evaluation, 2012

Improving Crowd Labeling through Expert Evaluation.

[BibT_eX]

[DOI]

Faiza Khan Khattak

Proceedings of the Wisdom of the Crowd, 2012

2011

Sequential Event Prediction with Association Rules.

[BibT_eX]

[DOI]

Proceedings of the COLT 2011, 2011

2010

Word Sense Annotation of Polysemous Words by Multiple Annotators.

[BibT_eX]

[DOI]

Rebecca J. Passonneau

Vikas Bhardwaj

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Anveshan: A Framework for Analysis of Multiple Annotators' Labeling Behavior.

[BibT_eX]

[DOI]

Vikas Bhardwaj

Rebecca J. Passonneau

Proceedings of the Fourth Linguistic Annotation Workshop, 2010

2009

Maximum Entropy Density Estimation with Incomplete Presence-Only Data.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Making Sense of Word Sense Variation.

[BibT_eX]

[DOI]

Rebecca Passoneau

Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions, 2009

Discovering Characterization Rules from Rankings.

[BibT_eX]

[DOI]

David L. Waltz

Proceedings of the International Conference on Machine Learning and Applications, 2009

Alive on Back-feed Culprit Identification via Machine Learning.

[BibT_eX]

[DOI]

Philip Gross

Proceedings of the International Conference on Machine Learning and Applications, 2009

Ranking Electrical Feeders of the New York Power Grid.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

2008

Vers des Machines à Vecteurs Support "Actionnables" : Une Approche Fondée sur le Classement.

[BibT_eX]

[DOI]

David L. Waltz

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007

On the Discovery of Exception Rules: A Survey.

[BibT_eX]

[DOI]

Béatrice Duval

Proceedings of the Quality Measures in Data Mining, 2007

A Contribution to the Use of Decision Diagrams for Loading and Mining Transaction Databases.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2007

QuantMiner: A Genetic Algorithm for Mining Quantitative Association Rules.

[BibT_eX]

[DOI]

Cyril Nortet

Proceedings of the IJCAI 2007, 2007

2005

Estimation of the Density of Datasets with Decision Diagrams.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Le rôle de l'utilisateur dans un processus d'extraction de règles d'association.

[BibT_eX]

[DOI]

Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

Extraction de règles d'association quantitatives - Application à des données médicales.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

A Distance-Based Approach for Action Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

2004

BoolLoader : un chargeur efficace dédié aux bases de transactions denses.

[BibT_eX]

[DOI]

Zahir Maazouzi

Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003

Learning Characteristic Rules Relying on Quantified Paths.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Apprentissage de règles caractéristiques.

[BibT_eX]

Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002

Mining maximal frequent itemsets by a boolean approach.

[BibT_eX]

Zahir Maazouzi

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2000

An Application of Association Rules Discovery to Geographic Information Systems.

[BibT_eX]

[DOI]