| 2025 | ICDM | When Splits Matter: Interpreting Disaster Tweet Classification Models. | Jamie Livers, Nicholas Johnson, Kyle Dylan Spurlock, Olfa Nasraoui |
| 2023 | IC3K | Enhancing Explainable Matrix Factorization with Tags for Multi-Style Explanations. | Olurotimi Seton, Pegah Sagheb Haghighi, Mohammad Alshammari, Olfa Nasraoui |
| 2022 | KDD | Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. | Khalil Damak, Sami Khenissi, Olfa Nasraoui |
| 2021 | RecSys | PaRIS: Polarization-aware Recommender Interactive System. | Mahsa Badami, Olfa Nasraoui |
| 2021 | RecSys | Debiased Explainable Pairwise Ranking from Implicit Feedback. | Khalil Damak, Sami Khenissi, Olfa Nasraoui |
| 2021 | RecSys | User Polarization Aware Matrix Factorization for Recommendation Systems. | Wenlong Sun, Olfa Nasraoui |
| 2020 | RecSys | Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System. | Sami Khenissi, Mariem Boujelbene, Olfa Nasraoui |
| 2019 | IC3K | Augmented Semantic Explanations for Collaborative Filtering Recommendations. | Mohammad Alshammari, Olfa Nasraoui |
| 2019 | WWW | Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering. | Wenlong Sun, Sami Khenissi, Olfa Nasraoui, Patrick Shafto |
| 2018 | IC3K | A Semantically Aware Explainable Recommender System using Asymmetric Matrix Factorization. | Mohammad Alshammari, Olfa Nasraoui, Behnoush Abdollahi |
| 2018 | IC3K | PrCP: Pre-recommendation Counter-Polarization. | Mahsa Badami, Olfa Nasraoui, Patrick Shafto |
| 2018 | IC3K | Iterated Algorithmic Bias in the Interactive Machine Learning Process of Information Filtering. | Wenlong Sun, Olfa Nasraoui, Patrick Shafto |
| 2017 | BigData | Clustering Data Streams with Adaptive Forgetting. | Gopi Chand Nutakki, Olfa Nasraoui |
| 2017 | CogSci | Unifying recommendation and active learning for human-algorithm interactions. | Scott Cheng-Hsin Yang, Jake Alden Whritner, Olfa Nasraoui, Patrick Shafto |
| 2017 | RecSys | Using Explainability for Constrained Matrix Factorization. | Behnoush Abdollahi, Olfa Nasraoui |
| 2016 | ICCS | Ontology Based Data Access Methods to Teach Students to Transform Traditional Information Systems and Simplify Decision Making Process. | Svetlana Chuprina, Igor Postanogov, Olfa Nasraoui |
| 2016 | ICCS | A Bilingual Semantic Network of Computing Concepts. | Evgeniy Khenner, Olfa Nasraoui |
| 2016 | RecSys | Human-Recommender Systems: From Benchmark Data to Benchmark Cognitive Models. | Patrick Shafto, Olfa Nasraoui |
| 2016 | WWW | Explainable Matrix Factorization for Collaborative Filtering. | Behnoush Abdollahi, Olfa Nasraoui |
| 2015 | WWW | A Universal Design Infrastructure for Multimodal Presentation of Materials in STEM Programs: Universal Design. | Leyla Zhuhadar, Bryan Carson, Jerry Daday, Olfa Nasraoui |
| 2014 | KDD | From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models. | Basheer Hawwash, Olfa Nasraoui |
| 2014 | WWW | Distributed LDA-based Topic Modeling and Topic Agglomeration in a Latent Space. | Gopi Chand Nutakki, Olfa Nasraoui, Behnoush Abdollahi, Mahsa Badami, Wenlong Sun |
| 2013 | ICALT | Toward a Fully Automatic Learner Modeling Based on Web Usage Mining with Respect to Educational Preferences and Learning Styles. | Mohamed Kouthear Khribi, Mohamed Jemni, Olfa Nasraoui, Sabine Graf, Kinshuk |
| 2012 | CIARP | On the Robustness of Kernel-Based Clustering. | Fabio A. Gonzlez, Jos David Bermeo, Laura Ramos, Olfa Nasraoui |
| 2012 | IC3K | A Semi-supervised Learning Framework to Cluster Mixed Data Types. | Artur Abdullin, Olfa Nasraoui |
| 2012 | IC3K | A Seed-Based Inter-Domain Supervised Framework to Cluster Mixed Data Types. | Artur Abdullin, Olfa Nasraoui |
| 2012 | KDD | Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream. | Basheer Hawwash, Olfa Nasraoui |
| 2012 | SPIRE | Clustering Heterogeneous Data with Mutual Semi-supervision. | Artur Abdullin, Olfa Nasraoui |
| 2011 | FUSION | Bow-tie decomposition in directed graphs. | Rong Yang, Leyla Zhuhadar, Olfa Nasraoui |
| 2011 | ICIP | Extracting salient contour groups from cluttered solar images via Markov Random Fields. | Nurcan Durak, Olfa Nasraoui |
| 2010 | ACHI | Multi-language Ontology-Based Search Engine. | Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero |
| 2010 | CEC | Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators. | Elizabeth Len, Olfa Nasraoui, Jonatan Gmez |
| 2010 | ICDE | On dynamic data clustering and visualization using swarm intelligence. | Esin Saka, Olfa Nasraoui |
| 2010 | ICDS | Improving Recall and Precision of a Personalized Semantic Search Engine for E-learning. | Olfa Nasraoui, Leyla Zhuhadar |
| 2010 | ICPR | Principal Contour Extraction and Contour Classification to Detect Coronal Loops from the Solar Images. | Nurcan Durak, Olfa Nasraoui |
| 2010 | IKE | Performance and Scalability Testing Methodology for a Semantic Personalized Search Engine. | Leyla Zhuhadar, Olfa Nasraoui |
| 2009 | ICALT | Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems. | Mohamed Kouthear Khribi, Mohamed Jemni, Olfa Nasraoui |
| 2009 | IKE | How to Build an Ontology Driven Information Retrieval System. | Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero |
| 2009 | IV | Visual Ontology-Based Information Retrieval System. | Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt |
| 2008 | CIKM | Personalized cluster-based semantically enriched web search for e-learning. | Leyla Zhuhadar, Olfa Nasraoui |
| 2008 | ICALT | Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval. | Mohamed Kouthear Khribi, Mohamed Jemni, Olfa Nasraoui |
| 2008 | ICPR | Tile-based image visual codeword extraction for efficient indexing and retrieval. | Zhiyong Zhang, Olfa Nasraoui |
| 2008 | IKE | A Comparsion Study Between Generic and Metadata Search Engines in an E-learning Environment. | Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt |
| 2008 | ICTAI | Feature Exploration for Mining Coronal Loops from Solar Images. | Nurcan Durak, Olfa Nasraoui |
| 2008 | ICTAI | Simultaneous Clustering and Visualization of Web Usage Data Using Swarm-Based Intelligence. | Esin Saka, Olfa Nasraoui |
| 2008 | ICTAI | An Incremental Hough Transform for Detecting Ellipses in Image Data Streams. | Sofiane Sellah, Olfa Nasraoui |
| 2008 | ICTAI | Profile-Based Focused Crawler for Social Media-Sharing Websites. | Zhiyong Zhang, Olfa Nasraoui |
| 2008 | ICTAI | Semantic Information Retrieval for Personalized E-Learning. | Leyla Zhuhadar, Olfa Nasraoui |
| 2007 | SAC | Semantically enhanced user modeling. | Palakorn Achananuparp, Hyoil Han, Olfa Nasraoui, Roberta Johnson |
| 2007 | SDM | Performance of Recommendation Systems in Dynamic Streaming Environments. | Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. Gonzlez |
| 2006 | ADMA | Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance. | Olfa Nasraoui, Suchandra Goswami |
| 2006 | CEC | ECSAGO: Evolutionary Clustering with Self Adaptive Genetic Operators. | Elizabeth Len, Olfa Nasraoui, Jonatan Gmez |
| 2006 | CIKM | Collaborative filtering in dynamic usage environments. | Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. Gonzlez |
| 2006 | WWW | Focused crawling: experiences in a real world project. | Antonio Badia, Tulay Muezzinoglu, Olfa Nasraoui |
| 2006 | WWW | Mining search engine query logs for query recommendation. | Zhiyong Zhang, Olfa Nasraoui |
| 2006 | SDM | Mining and Validating Localized Frequent Itemsets with Dynamic Tolerance. | Olfa Nasraoui, Suchandra Goswami |
| 2006 | SDM | Robust Clustering for Tracking Noisy Evolving Data Streams. | Olfa Nasraoui, Carlos Rojas |
| 2005 | KDD | Using retrieval measures to assess similarity in mining dynamic web clickstreams. | Olfa Nasraoui, Cesar Cardona, Carlos Rojas |
| 2004 | CEC | Anomaly detection based on unsupervised niche clustering with application to network intrusion detection. | Elizabeth Len, Olfa Nasraoui, Jonatan Gmez |
| 2004 | GECCO | Network Intrusion Detection Using Genetic Clustering. | Elizabeth Len, Olfa Nasraoui, Jonatan Gmez |
| 2004 | GECCO | Improved Niching and Encoding Strategies for Clustering Noisy Data Sets. | Olfa Nasraoui, Elizabeth Len |
| 2004 | GECCO | Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism. | Olfa Nasraoui, Carlos Rojas, Cesar Cardona |
| 2004 | ICMLA | RAIN: data clustering using randomized interactions between data points. | Jonatan Gmez, Olfa Nasraoui, Elizabeth Len |
| 2004 | KDD | Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors. | Olfa Nasraoui, Mrudula Pavuluri |
| 2004 | WWW | Mining Evolving Web Clickstreams with Explicit Retrieval Similarity Measures. | Olfa Nasraoui, Cesar Cardona, Carlos Rojas |
| 2004 | WWW | Accurate web recommendations based on profile-specific url-predictor neural networks. | Olfa Nasraoui, Mrudula Pavuluri |
| 2004 | WWW | A Context Ultra-Sensitive Approach to High Quality Web Recommendations based on Web Usage Mining and Neural Network Committees. | Olfa Nasraoui, Mrudula Pavuluri |
| 2003 | GECCO | A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning. | Olfa Nasraoui, Fabio A. Gonzlez, Cesar Cardona, Carlos Rojas, Dipankar Dasgupta |
| 2003 | ICDM | TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model. | Olfa Nasraoui, Cesar Cardona Uribe, Carlos Rojas Coronel, Fabio A. Gonzlez |
| 2003 | SDM | A New Gravitational Clustering Algorithm. | Jonatan Gmez, Dipankar Dasgupta, Olfa Nasraoui |
| 2002 | GECCO | An Novel Artificial Immune System Approach to Robust Data Mining. | Olfa Nasraoui, Dipankar Dasgupta, Fabio A. Gonzlez |
| 2002 | SDM | One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns. | Olfa Nasraoui, Raghu Krishnapuram |