Ansaf Salleb-Aouissi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 10

Top Topics

Pairwise Comparison

Top Venues

AAAI Spring Symposia

Publications

Adam Catto, Nan Jia, Ansaf Salleb-Aouissi, Anita Raja
M-DEW: Extending Dynamic Ensemble Weighting to Handle Missing Values. CoRR (2024)
Uzay Macar, Blake Castleman, Noah Mauchly, Michael Jiang, Asma Aouissi, Salma Aouissi, Xena Maayah, Kaan Erdem, Rohith Ravindranath, Andrea Clark-Sevilla, Ansaf Salleb-Aouissi
Teenagers and Artificial Intelligence: Bootcamp Experience and Lessons Learned. CoRR (2023)
Sebastian Salazar, Samuel Denton, Ansaf Salleb-Aouissi
Counterfactual Explanations for Support Vector Machine Models. CoRR (2022)
Yun Chao Lin, Ansaf Salleb-Aouissi, Thomas Hooven
Interpretable prediction of necrotizing enterocolitis from machine learning analysis of premature infant stool microbiota. BMC Bioinform. 23 (1) (2022)
Hengrui Xing, Ansaf Salleb-Aouissi, Nakul Verma
Automated Symbolic Law Discovery: A Computer Vision Approach. AAAI (2021)
Thomas Hooven, Yun Chao Lin, Ansaf Salleb-Aouissi
Multiple instance learning for predicting necrotizing enterocolitis in premature infants using microbiome data. CHIL (2020)
Samuel Marc Denton, Ansaf Salleb-Aouissi
A Weighted Solution to SVM Actionability and Interpretability. CoRR (2020)
Ilia Vovsha, Ansaf Salleb-Aouissi, Anita Raja, Thomas Koch, Alex Rybchuk, Axinia Radeva, Ashwath Rajan, Yiwen Huang, Hatim Diab, Ashish Tomar, Ronald J. Wapner
Using Kernel Methods and Model Selection for Prediction of Preterm Birth. CoRR (2016)
Ilia Vovsha, Ansaf Salleb-Aouissi, Anita Raja, Thomas Koch, Alex Rybchuk, Axinia Radeva, Ashwath Rajan, Yiwen Huang, Hatim Diab, Ashish Tomar, Ronald J. Wapner
Using Kernel Methods and Model Selection for Prediction of Preterm Birth. MLHC (2016)
Faiza Khan Khattak, Ansaf Salleb-Aouissi
Toward a Robust Crowd-labeling Framework using Expert Evaluation and Pairwise Comparison. CoRR (2016)
Ansaf Salleb-Aouissi, Christel Vrain, Daniel Cassard
Learning Characteristic Rules in Geographic Information Systems. RuleML (2015)
Antonio Moretti, Kathy McKnight, Ansaf Salleb-Aouissi
Application of Sentiment and Topic Analysis to Teacher Evaluation Policy in the U.S. EDM (2015)
Ilia Vovsha, Ashwath Rajan, Ansaf Salleb-Aouissi, Anita Raja, Axinia Radeva, Hatim Diab, Ashish Tomar, Ronald J. Wapner
Predicting Preterm Birth Is Not Elusive: Machine Learning Paves the Way to Individual Wellness. AAAI Spring Symposia (2014)
Faiza Khan Khattak, Ansaf Salleb-Aouissi
Robust Crowd Labeling Using Little Expertise. Discovery Science (2013)
Ansaf Salleb-Aouissi, Christel Vrain, Cyril Nortet, Xiangrong Kong, Vivek Rathod, Daniel Cassard
QuantMiner for mining quantitative association rules. J. Mach. Learn. Res. 14 (1) (2013)
Ronan Trepos, Ansaf Salleb-Aouissi, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel-Odoux
Building actions from classification rules. Knowl. Inf. Syst. 34 (2) (2013)
Cynthia Rudin, David L. Waltz, Roger Anderson, Albert Boulanger, Ansaf Salleb-Aouissi, Maggie Chow, Haimonti Dutta, Philip Gross, Bert Huang, Steve Ierome
Machine Learning for theNew York City Power Grid. IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Faiza Khan Khattak, Ansaf Salleb-Aouissi
Improving Crowd Labeling through Expert Evaluation. AAAI Spring Symposium: Wisdom of the Crowd (2012)
Rebecca J. Passonneau, Vikas Bhardwaj, Ansaf Salleb-Aouissi, Nancy Ide
Multiplicity and word sense: evaluating and learning from multiply labeled word sense annotations. Lang. Resour. Evaluation 46 (2) (2012)
Cynthia Rudin, Benjamin Letham, Ansaf Salleb-Aouissi, Eugene Kogan, David Madigan
Sequential Event Prediction with Association Rules. COLT (2011)
Rebecca J. Passonneau, Ansaf Salleb-Aouissi, Vikas Bhardwaj, Nancy Ide
Word Sense Annotation of Polysemous Words by Multiple Annotators. LREC (2010)
Vikas Bhardwaj, Rebecca J. Passonneau, Ansaf Salleb-Aouissi, Nancy Ide
Anveshan: A Framework for Analysis of Multiple Annotators' Labeling Behavior. Linguistic Annotation Workshop (2010)
Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson
Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering. ICMLA (2010)
Rebecca Passoneau, Ansaf Salleb-Aouissi, Nancy Ide
Making Sense of Word Sense Variation. SEW@NAACL-HLT (2009)
Bert Huang, Ansaf Salleb-Aouissi, Philip Gross
Alive on Back-feed Culprit Identification via Machine Learning. ICMLA (2009)
Bert Huang, Ansaf Salleb-Aouissi
Maximum Entropy Density Estimation with Incomplete Presence-Only Data. AISTATS (2009)
Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger
Ranking Electrical Feeders of the New York Power Grid. ICMLA (2009)
Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz
Discovering Characterization Rules from Rankings. ICMLA (2009)
Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz
Vers des Machines à Vecteurs Support "Actionnables" : Une Approche Fondée sur le Classement. EGC (2008)
Ansaf Salleb-Aouissi, Christel Vrain, Cyril Nortet
QuantMiner: A Genetic Algorithm for Mining Quantitative Association Rules. IJCAI (2007)
Ansaf Salleb-Aouissi, Christel Vrain
A Contribution to the Use of Decision Diagrams for Loading and Mining Transaction Databases. Fundam. Informaticae 78 (4) (2007)
Cyril Nortet, Ansaf Salleb-Aouissi, Teddy Turmeaux, Christel Vrain
Le rôle de l'utilisateur dans un processus d'extraction de règles d'association. EGC (Ateliers) (2005)