Olfa Nasraoui

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 46

Top Venues

Publications

Kyle Dylan Spurlock, Cagla Acun, Esin Saka, Olfa Nasraoui
ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback. CoRR (2024)
Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui
Interpretable Multi-Criteria ABC Analysis Based on Semi-Supervised Clustering and Explainable Artificial Intelligence. IEEE Access 11 (2023)
Olurotimi Seton, Pegah Sagheb Haghighi, Mohammad Alshammari, Olfa Nasraoui
Enhancing Explainable Matrix Factorization with Tags for Multi-Style Explanations. KDIR (2023)
Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui
An Explainable Artificial Intelligence Approach for Multi-Criteria ABC Item Classification. J. Theor. Appl. Electron. Commer. Res. 18 (2) (2023)
Cagla Acun, Olfa Nasraoui
In-Training Explainability Frameworks: A Method to Make Black-Box Machine Learning Models More Explainable. WI/IAT (2023)
Scott Cheng-Hsin Yang, Chirag Rank, Jake Alden Whritner, Olfa Nasraoui, Patrick Shafto
Human Variability and the Explore-Exploit Trade-Off in Recommendation. Cogn. Sci. 47 (4) (2023)
Khalil Damak, Sami Khenissi, Olfa Nasraoui
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. CoRR (2023)
Khalil Damak, Sami Khenissi, Olfa Nasraoui
A framework for unbiased explainable pairwise ranking for recommendation. Softw. Impacts 11 (2022)
Khalil Damak, Sami Khenissi, Olfa Nasraoui
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. KDD (2022)
Khalil Damak, Olfa Nasraoui, William Scott Sanders
Sequence-Based Explainable Hybrid Song Recommendation. Frontiers Big Data 4 (2021)
Wenlong Sun, Olfa Nasraoui
User Polarization Aware Matrix Factorization for Recommendation Systems. OHARS@RecSys (2021)
Mahsa Badami, Olfa Nasraoui
PaRIS: Polarization-aware Recommender Interactive System. OHARS@RecSys (2021)
Joseph Alejandro Gallego, Fabio A. González, Olfa Nasraoui
Robust kernels for robust location estimation. Neurocomputing 429 (2021)
Khalil Damak, Sami Khenissi, Olfa Nasraoui
Debiased Explainable Pairwise Ranking from Implicit Feedback. CoRR (2021)
Khalil Damak, Sami Khenissi, Olfa Nasraoui
Debiased Explainable Pairwise Ranking from Implicit Feedback. RecSys (2021)
Sami Khenissi, Olfa Nasraoui
Modeling and Counteracting Exposure Bias in Recommender Systems. CoRR (2020)
Aneseh Alvanpour, Sumit Kumar Das, Christopher Kevin Robinson, Olfa Nasraoui, Dan O. Popa
Robot Failure Mode Prediction with Explainable Machine Learning. CASE (2020)
Pegah Sagheb Haghighi, Olurotimi Seton, Olfa Nasraoui
An Explainable Autoencoder For Collaborative Filtering Recommendation. CoRR (2020)
Sami Khenissi, Mariem Boujelbene, Olfa Nasraoui
Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System. RecSys (2020)
Sami Khenissi, Mariem Boujelbene, Olfa Nasraoui
Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System. CoRR (2020)
Mohammad Alshammari, Olfa Nasraoui, William Scott Sanders
Mining Semantic Knowledge Graphs to Add Explainability to Black Box Recommender Systems. IEEE Access 7 (2019)
Wenlong Sun, Sami Khenissi, Olfa Nasraoui, Patrick Shafto
Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering. WWW (Companion Volume) (2019)
Mohammad Alshammari, Olfa Nasraoui
Augmented Semantic Explanations for Collaborative Filtering Recommendations. KDIR (2019)
Khalil Damak, Olfa Nasraoui
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. CoRR (2019)
Mahsa Badami, Faezeh Tafazzoli, Olfa Nasraoui
A case study for intelligent event recommendation. Int. J. Data Sci. Anal. 5 (4) (2018)
Mahsa Badami, Olfa Nasraoui, Patrick Shafto
PrCP: Pre-recommendation Counter-Polarization. KDIR (2018)
Wenlong Sun, Olfa Nasraoui, Patrick Shafto
Iterated Algorithmic Bias in the Interactive Machine Learning Process of Information Filtering. KDIR (2018)
Mahsa Badami, Olfa Nasraoui
Cross-Domain Hashtag Recommendation and Story Revelation in Social Media. IEEE BigData (2018)
Mohammad Alshammari, Olfa Nasraoui, Behnoush Abdollahi
A Semantically Aware Explainable Recommender System using Asymmetric Matrix Factorization. KDIR (2018)
Gopi Chand Nutakki, Olfa Nasraoui
Clustering Data Streams with Adaptive Forgetting. BigData Congress (2017)
Mahsa Badami, Olfa Nasraoui, Wenlong Sun, Patrick Shafto
Detecting polarization in ratings: An automated pipeline and a preliminary quantification on several benchmark data sets. IEEE BigData (2017)
Behnoush Abdollahi, Olfa Nasraoui
Using Explainability for Constrained Matrix Factorization. RecSys (2017)
Scott Cheng-Hsin Yang, Jake Alden Whritner, Olfa Nasraoui, Patrick Shafto
Unifying recommendation and active learning for human-algorithm interactions. CogSci (2017)
Maha Soliman, Olfa Nasraoui, Nigel G. F. Cooper
Analysis and visualization of a literature-mined glaucoma gene interaction network. ASONAM (2016)
Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Svetlana Chuprina, Igor Postanogov, Olfa Nasraoui
Ontology Based Data Access Methods to Teach Students to Transform Traditional Information Systems and Simplify Decision Making Process. ICCS (2016)
Behnoush Abdollahi, Olfa Nasraoui
Explainable Matrix Factorization for Collaborative Filtering. WWW (Companion Volume) (2016)
William Scott Sanders, Gopi Chand Nutakki, Olfa Nasraoui
Testing the Application of Warranting Theory to Online Third Party Marketplaces: The Effects of Information Uniqueness and Product Type. SMSociety (2016)
Gopi Chand Nutakki, Olfa Nasraoui
Compartmentalized adaptive topic mining on social media streams. IEEE BigData (2016)
Maha Soliman, Olfa Nasraoui, Nigel G. F. Cooper
Building a glaucoma interaction network using a text mining approach. BioData Min. 9 (2016)
Patrick Shafto, Olfa Nasraoui
Human-Recommender Systems: From Benchmark Data to Benchmark Cognitive Models. RecSys (2016)
Olfa Nasraoui, Patrick Shafto
Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework. CoRR (2016)
Evgeniy Khenner, Olfa Nasraoui
A Bilingual Semantic Network of Computing Concepts. ICCS (2016)
Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints. CoRR (2016)
Behnoush Abdollahi, Olfa Nasraoui
Explainable Restricted Boltzmann Machines for Collaborative Filtering. CoRR (2016)
Leyla Zhuhadar, Bryan Carson, Jerry Daday, Olfa Nasraoui
A Universal Design Infrastructure for Multimodal Presentation of Materials in STEM Programs: Universal Design. WWW (Companion Volume) (2015)
Gopi Chand Nutakki, Olfa Nasraoui
Online sentiment-based topic modeling for continuous data streams. WebSci (2014)
Behnoush Abdollahi, Olfa Nasraoui
A cross-modal warm-up solution for the cold-start problem in collaborative filtering recommender systems. WebSci (2014)
Gopi Chand Nutakki, Olfa Nasraoui, Behnoush Abdollahi, Mahsa Badami, Wenlong Sun
Distributed LDA-based Topic Modeling and Topic Agglomeration in a Latent Space. SNOW-DC@WWW (2014)
Jonatan Gómez, Elizabeth León, Olfa Nasraoui, Fabián Giraldo
The Parameter-less Randomized Gravitational Clustering algorithm with online clusters' structure characterization. Prog. Artif. Intell. 2 (4) (2014)
Basheer Hawwash, Olfa Nasraoui
From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models. BigMine (2014)
Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui, Sabine Graf, Kinshuk
Toward a Fully Automatic Learner Modeling Based on Web Usage Mining with Respect to Educational Preferences and Learning Styles. ICALT (2013)
Sofiane Sellah, Olfa Nasraoui
Density-based Kernel Scale estimation for Kernel clustering. IISA (2013)
Basheer Hawwash, Olfa Nasraoui
Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream. BigMine (2012)
Artur Abdullin, Olfa Nasraoui
Clustering Heterogeneous Data Sets. LA-WEB (2012)
Artur Abdullin, Olfa Nasraoui
A Semi-supervised Learning Framework to Cluster Mixed Data Types. KDIR (2012)
Juan C. Caicedo, Jaafar Ben-Abdallah, Fabio A. González, Olfa Nasraoui
Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization. Neurocomputing 76 (1) (2012)
Artur Abdullin, Olfa Nasraoui
Clustering Heterogeneous Data with Mutual Semi-supervision. SPIRE (2012)
Artur Abdullin, Olfa Nasraoui
A Seed-Based Inter-Domain Supervised Framework to Cluster Mixed Data Types. IC3K (2012)
Jonatan Gómez, Elizabeth León-Guzmán, Olfa Nasraoui
Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm. IBERAMIA (2012)
Elizabeth León, Jonatan Gómez, Olfa Nasraoui
A Genetic Niching Algorithm with Self-Adaptating Operator Rates for Document Clustering. LA-WEB (2012)
Leyla Zhuhadar, Rong Yang, Olfa Nasraoui
Toward the Design of a Recommender System: Visual Clustering and Detecting Community Structure in a Web Usage Network. Web Intelligence (2012)
Fabio A. González, José David Bermeo, Laura Ramos, Olfa Nasraoui
On the Robustness of Kernel-Based Clustering. CIARP (2012)
Myra Spiliopoulou, Bamshad Mobasher, Olfa Nasraoui, Osmar R. Zaïane
Guest editorial: special issue on a decade of mining the Web. Data Min. Knowl. Discov. 24 (3) (2012)
Rong Yang, Leyla Zhuhadar, Olfa Nasraoui
Bow-tie decomposition in directed graphs. FUSION (2011)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Rong Yang
Visual knowledge representation of conceptual semantic networks. Soc. Netw. Anal. Min. 1 (3) (2011)
Nurcan Durak, Olfa Nasraoui
Extracting salient contour groups from cluttered solar images via Markov Random Fields. ICIP (2011)
Jaafar Ben-Abdallah, Juan C. Caicedo, Fabio A. González, Olfa Nasraoui
Multimodal Image Annotation Using Non-negative Matrix Factorization. Web Intelligence (2010)
Basheer Hawwash, Olfa Nasraoui
Mining and tracking evolving web user trends from large web server logs. Stat. Anal. Data Min. 3 (2) (2010)
Elizabeth León, Olfa Nasraoui, Jonatan Gómez
Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators. IEEE Congress on Evolutionary Computation (2010)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
Multi-language Ontology-Based Search Engine. ACHI (2010)
Basheer Hawwash, Olfa Nasraoui
Robust Clustering of Data Streams using Incremental Optimization. AMW (2010)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
Semantically Enriched Recommender Engine: A Novel Collaborative Filtering Approach Using "User-to-User Fast Xor Bit Operation". ICSC (2010)
Esin Saka, Olfa Nasraoui
On dynamic data clustering and visualization using swarm intelligence. ICDE Workshops (2010)
Olfa Nasraoui, Leyla Zhuhadar
Improving Recall and Precision of a Personalized Semantic Search Engine for E-learning. ICDS (2010)
Leyla Zhuhadar, Olfa Nasraoui
Evaluating usability and precision of visual search engine. SpringSim (2010)
Fabio A. González, Juan C. Caicedo, Olfa Nasraoui, Jaafar Ben-Abdallah
NMF-based multimodal image indexing for querying by visual example. CIVR (2010)
Nurcan Durak, Olfa Nasraoui
Principal Contour Extraction and Contour Classification to Detect Coronal Loops from the Solar Images. ICPR (2010)
Leyla Zhuhadar, Olfa Nasraoui
Augmented Ontology-Based Information Retrieval System with External Open Source Resources. ITNG (2010)
Leyla Zhuhadar, Olfa Nasraoui
Evaluating a Cross-Language Semantically Enriched Search Engine. ITNG (2010)
Leyla Zhuhadar, Olfa Nasraoui
Performance and Scalability Testing Methodology for a Semantic Personalized Search Engine. IKE (2010)
Esin Saka, Olfa Nasraoui
A recommender system based on the collaborative behavior of bird flocks. CollaborateCom (2010)
Leyla Zhuhadar, Olfa Nasraoui
Personalized Search Based on a User-Centered Recommender Engine. Web Intelligence (2010)
Zhiyong Zhang, Olfa Nasraoui, Roelof van Zwol
Exploiting Tags and Social Profiles to Improve Focused Crawling. Web Intelligence (2009)
Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui
Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems. ICALT (2009)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
Dual Representation of the Semantic User Profile for Personalized Web Search in an Evolving Domain. AAAI Spring Symposium: Social Semantic Web: Where Web 2.0 Meets Web 3.0 (2009)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
Automated Discovery, Categorization and Retrieval of Personalized Semantically Enriched E-learning Resources. ICSC (2009)
Michael Losavio, Olfa Nasraoui, Vincent Thacker, Jeffrey S. Marean, Nick Miles, Roman V. Yampolskiy, Ibrahim N. Imam
Assessing the Legal Risks in Network Forensic Probing. IFIP Int. Conf. Digital Forensics (2009)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
How to Build an Ontology Driven Information Retrieval System. IKE (2009)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
Metadata as seeds for building an ontology driven information fetrieval system. Int. J. Hybrid Intell. Syst. 6 (3) (2009)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
Multi-model Ontology-Based Hybrid Recommender System in E-learning Domain. Web Intelligence/IAT Workshops (2009)
Carlos Rojas, Olfa Nasraoui
Online Evaluation of Patterns from Evolving Web Data Streams. Web Intelligence (2009)
Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui
Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval. J. Educ. Technol. Soc. 12 (4) (2009)
Zhiyong Zhang, Olfa Nasraoui
Profile-Based Focused Crawling for Social Media-Sharing Websites. EURASIP J. Image Video Process. 2009 (2009)
Nurcan Durak, Olfa Nasraoui, Joan Schmelz
Coronal loop detection from solar images. Pattern Recognit. 42 (11) (2009)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
Evaluating Multi-Model (Metadata-Semantic) Information Retrieval System. IC-AI (2009)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
Visual Ontology-Based Information Retrieval System. IV (2009)
Leyla Zhuhadar, Olfa Nasraoui
Personalized cluster-based semantically enriched web search for e-learning. ONISW (2008)
Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
Metadata domain-knowledge driven search engine in "HyperManyMedia" E-learning resources. CSTST (2008)
Esin Saka, Olfa Nasraoui
Simultaneous Clustering and Visualization of Web Usage Data Using Swarm-Based Intelligence. ICTAI (1) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Olfa Nasraoui