Ansaf Salleb-Aouissi

36 papers A* 3A 1B 3C 4Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Handling Uncertainty in Health Data using Generative Algorithms. CoRR Mahdi Arab Loodaricheh, Neh Majmudar, Anita Raja, Ansaf Salleb-Aouissi
2025	J	`jnl`	LogicLearner: A Tool for the Guided Practice of Propositional Logic Proofs. CoRR Amogh Inamdar, Uzay Macar, Michel Vazirani, Michael Tarnow, Zarina Mustapha, Natalia Dittren, Sam Sadeh, Nakul Verma, Ansaf Salleb-Aouissi
2024	—	`conf`	A LUPI distillation-based approach: Application to predicting Proximal Junctional Kyphosis. MLHC Yun Chao Lin, Andrea Clark-Sevilla, Rohith Ravindranath, Fthimnir Hassan, Justin Reyes, Joseph Lombardi, Lawrence G. Lenke, Ansaf Salleb-Aouissi
2024	J	`jnl`	Hierarchical Multi-Armed Bandits for the Concurrent Intelligent Tutoring of Concepts and Problems of Varying Difficulty Levels. CoRR Blake Castleman, Uzay Macar, Ansaf Salleb-Aouissi
2024	J	`jnl`	M-DEW: Extending Dynamic Ensemble Weighting to Handle Missing Values. CoRR Adam Catto, Nan Jia, Ansaf Salleb-Aouissi, Anita Raja
2023	J	`jnl`	Teenagers and Artificial Intelligence: Bootcamp Experience and Lessons Learned. CoRR Uzay Macar, Blake Castleman, Noah Mauchly, Michael Jiang, Asma Aouissi, Salma Aouissi, Xena Maayah, Kaan Erdem, Rohith Ravindranath, Andrea Clark-Sevilla, Ansaf Salleb-Aouissi
2022	J	`jnl`	Counterfactual Explanations for Support Vector Machine Models. CoRR Sebastian Salazar, Samuel Denton, Ansaf Salleb-Aouissi
2022	J	`jnl`	Interpretable prediction of necrotizing enterocolitis from machine learning analysis of premature infant stool microbiota. BMC Bioinform. Yun Chao Lin, Ansaf Salleb-Aouissi, Thomas Hooven
2021	A*	`conf`	Automated Symbolic Law Discovery: A Computer Vision Approach. AAAI Hengrui Xing, Ansaf Salleb-Aouissi, Nakul Verma
2020	J	`jnl`	A Weighted Solution to SVM Actionability and Interpretability. CoRR Samuel Marc Denton, Ansaf Salleb-Aouissi
2020	—	`conf`	Multiple instance learning for predicting necrotizing enterocolitis in premature infants using microbiome data. CHIL Thomas Hooven, Yun Chao Lin, Ansaf Salleb-Aouissi
2016	J	`jnl`	Toward a Robust Crowd-labeling Framework using Expert Evaluation and Pairwise Comparison. CoRR Faiza Khan Khattak, Ansaf Salleb-Aouissi
2016	—	`conf`	Using Kernel Methods and Model Selection for Prediction of Preterm Birth. MLHC Ilia Vovsha, Ansaf Salleb-Aouissi, Anita Raja, Thomas Koch, Alex Rybchuk, Axinia Radeva, Ashwath Rajan, Yiwen Huang, Hatim Diab, Ashish Tomar, Ronald J. Wapner
2016	J	`jnl`	Using Kernel Methods and Model Selection for Prediction of Preterm Birth. CoRR Ilia Vovsha, Ansaf Salleb-Aouissi, Anita Raja, Thomas Koch, Alex Rybchuk, Axinia Radeva, Ashwath Rajan, Yiwen Huang, Hatim Diab, Ashish Tomar, Ronald J. Wapner
2015	B	`conf`	Application of Sentiment and Topic Analysis to Teacher Evaluation Policy in the U.S. EDM Antonio Moretti, Kathy McKnight, Ansaf Salleb-Aouissi
2015	—	`conf`	Learning Characteristic Rules in Geographic Information Systems. RuleML Ansaf Salleb-Aouissi, Christel Vrain, Daniel Cassard
2014	—	`conf`	Predicting Preterm Birth Is Not Elusive: Machine Learning Paves the Way to Individual Wellness. AAAI Spring Symposia Ilia Vovsha, Ashwath Rajan, Ansaf Salleb-Aouissi, Anita Raja, Axinia Radeva, Hatim Diab, Ashish Tomar, Ronald J. Wapner
2013	J	`jnl`	Building actions from classification rules. Knowl. Inf. Syst. Ronan Trepos, Ansaf Salleb-Aouissi, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel-Odoux
2013	J	`jnl`	QuantMiner for mining quantitative association rules. J. Mach. Learn. Res. Ansaf Salleb-Aouissi, Christel Vrain, Cyril Nortet, Xiangrong Kong, Vivek Rathod, Daniel Cassard
2013	B	`conf`	Robust Crowd Labeling Using Little Expertise. Discovery Science Faiza Khan Khattak, Ansaf Salleb-Aouissi
2012	—	`conf`	Improving Crowd Labeling through Expert Evaluation. AAAI Spring Symposium: Wisdom of the Crowd Faiza Khan Khattak, Ansaf Salleb-Aouissi
2012	J	`jnl`	Machine Learning for theNew York City Power Grid. IEEE Trans. Pattern Anal. Mach. Intell. Cynthia Rudin, David L. Waltz, Roger Anderson, Albert Boulanger, Ansaf Salleb-Aouissi, Maggie Chow, Haimonti Dutta, Philip Gross, Bert Huang, Steve Ierome
2012	J	`jnl`	Multiplicity and word sense: evaluating and learning from multiply labeled word sense annotations. Lang. Resour. Evaluation Rebecca J. Passonneau, Vikas Bhardwaj, Ansaf Salleb-Aouissi, Nancy Ide
2011	A*	`conf`	Sequential Event Prediction with Association Rules. COLT Cynthia Rudin, Benjamin Letham, Ansaf Salleb-Aouissi, Eugene Kogan, David Madigan
2010	—	`conf`	Anveshan: A Framework for Analysis of Multiple Annotators' Labeling Behavior. Linguistic Annotation Workshop Vikas Bhardwaj, Rebecca J. Passonneau, Ansaf Salleb-Aouissi, Nancy Ide
2010	C	`conf`	Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering. ICMLA Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson
2010	B	`conf`	Word Sense Annotation of Polysemous Words by Multiple Annotators. LREC Rebecca J. Passonneau, Ansaf Salleb-Aouissi, Vikas Bhardwaj, Nancy Ide
2009	C	`conf`	Alive on Back-feed Culprit Identification via Machine Learning. ICMLA Bert Huang, Ansaf Salleb-Aouissi, Philip Gross
2009	C	`conf`	Discovering Characterization Rules from Rankings. ICMLA Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz
2009	—	`conf`	Making Sense of Word Sense Variation. SEW@NAACL-HLT Rebecca Passoneau, Ansaf Salleb-Aouissi, Nancy Ide
2009	A	`conf`	Maximum Entropy Density Estimation with Incomplete Presence-Only Data. AISTATS Bert Huang, Ansaf Salleb-Aouissi
2009	C	`conf`	Ranking Electrical Feeders of the New York Power Grid. ICMLA Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger
2008	—	`conf`	Vers des Machines à Vecteurs Support "Actionnables" : Une Approche Fondée sur le Classement. EGC Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz
2007	J	`jnl`	A Contribution to the Use of Decision Diagrams for Loading and Mining Transaction Databases. Fundam. Informaticae Ansaf Salleb-Aouissi, Christel Vrain
2007	A*	`conf`	QuantMiner: A Genetic Algorithm for Mining Quantitative Association Rules. IJCAI Ansaf Salleb-Aouissi, Christel Vrain, Cyril Nortet
2005	—	`conf`	Le rôle de l'utilisateur dans un processus d'extraction de règles d'association. EGC (Ateliers) Cyril Nortet, Ansaf Salleb-Aouissi, Teddy Turmeaux, Christel Vrain