Olfa Nasraoui - RankMe

175 papers A* 5A 11B 19C 11Misc 7Journal 49Unranked 65

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Differential Attention for Multimodal Crisis Event Analysis. CoRR Nusrat Munia, Junfeng Zhu, Olfa Nasraoui, Abdullah-Al-Zubaer Imran
2025	J	`jnl`	Robot failure mode prediction with deep learning sequence models. Neural Comput. Appl. Khalil Damak, Mariem Boujelbene, Cagla Acun, Aneseh Alvanpour, Sumit K. Das, Dan O. Popa, Olfa Nasraoui
2025	—	`conf`	Task Allocation for Nursing Robots Using Explainable Machine Learning with Factorization Machines. CASE Cagla Acun, Ali Ashary, Dan O. Popa, Olfa Nasraoui
2025	—	`conf`	When Splits Matter: Interpreting Disaster Tweet Classification Models. ICDM (Workshops) Jamie Livers, Nicholas Johnson, Kyle Dylan Spurlock, Olfa Nasraoui
2024	J	`jnl`	ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback. CoRR Kyle Dylan Spurlock, Cagla Acun, Esin Saka, Olfa Nasraoui
2024	—	`conf`	Enhancing Robotic Grasp Failure Prediction Using A Pre-hoc Explainability Framework. CASE Cagla Acun, Ali Ashary, Dan O. Popa, Olfa Nasraoui
2023	J	`jnl`	An Explainable Artificial Intelligence Approach for Multi-Criteria ABC Item Classification. J. Theor. Appl. Electron. Commer. Res. Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui
2023	J	`jnl`	Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. CoRR Khalil Damak, Sami Khenissi, Olfa Nasraoui
2023	—	`conf`	Enhancing Explainable Matrix Factorization with Tags for Multi-Style Explanations. KDIR Olurotimi Seton, Pegah Sagheb Haghighi, Mohammad Alshammari, Olfa Nasraoui
2023	J	`jnl`	Human Variability and the Explore-Exploit Trade-Off in Recommendation. Cogn. Sci. Scott Cheng-Hsin Yang, Chirag Rank, Jake Alden Whritner, Olfa Nasraoui, Patrick Shafto
2023	—	`conf`	In-Training Explainability Frameworks: A Method to Make Black-Box Machine Learning Models More Explainable. WI/IAT Cagla Acun, Olfa Nasraoui
2023	J	`jnl`	Interpretable Multi-Criteria ABC Analysis Based on Semi-Supervised Clustering and Explainable Artificial Intelligence. IEEE Access Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui
2022	J	`jnl`	A framework for unbiased explainable pairwise ranking for recommendation. Softw. Impacts Khalil Damak, Sami Khenissi, Olfa Nasraoui
2022	A*	`conf`	Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. KDD Khalil Damak, Sami Khenissi, Olfa Nasraoui
2021	A	`conf`	Debiased Explainable Pairwise Ranking from Implicit Feedback. RecSys Khalil Damak, Sami Khenissi, Olfa Nasraoui
2021	J	`jnl`	Debiased Explainable Pairwise Ranking from Implicit Feedback. CoRR Khalil Damak, Sami Khenissi, Olfa Nasraoui
2021	—	`conf`	PaRIS: Polarization-aware Recommender Interactive System. OHARS@RecSys Mahsa Badami, Olfa Nasraoui
2021	J	`jnl`	Robust kernels for robust location estimation. Neurocomputing Joseph Alejandro Gallego, Fabio A. González, Olfa Nasraoui
2021	J	`jnl`	Sequence-Based Explainable Hybrid Song Recommendation. Frontiers Big Data Khalil Damak, Olfa Nasraoui, William Scott Sanders
2021	—	`conf`	User Polarization Aware Matrix Factorization for Recommendation Systems. OHARS@RecSys Wenlong Sun, Olfa Nasraoui
2020	J	`jnl`	An Explainable Autoencoder For Collaborative Filtering Recommendation. CoRR Pegah Sagheb Haghighi, Olurotimi Seton, Olfa Nasraoui
2020	J	`jnl`	Modeling and Counteracting Exposure Bias in Recommender Systems. CoRR Sami Khenissi, Olfa Nasraoui
2020	—	`conf`	Robot Failure Mode Prediction with Explainable Machine Learning. CASE Aneseh Alvanpour, Sumit Kumar Das, Christopher Kevin Robinson, Olfa Nasraoui, Dan O. Popa
2020	A	`conf`	Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System. RecSys Sami Khenissi, Mariem Boujelbene, Olfa Nasraoui
2020	J	`jnl`	Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System. CoRR Sami Khenissi, Mariem Boujelbene, Olfa Nasraoui
2019	—	`conf`	Augmented Semantic Explanations for Collaborative Filtering Recommendations. KDIR Mohammad Alshammari, Olfa Nasraoui
2019	—	`conf`	Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering. WWW (Companion Volume) Wenlong Sun, Sami Khenissi, Olfa Nasraoui, Patrick Shafto
2019	J	`jnl`	Mining Semantic Knowledge Graphs to Add Explainability to Black Box Recommender Systems. IEEE Access Mohammad Alshammari, Olfa Nasraoui, William Scott Sanders
2019	J	`jnl`	SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. CoRR Khalil Damak, Olfa Nasraoui
2018	—	`conf`	A Semantically Aware Explainable Recommender System using Asymmetric Matrix Factorization. KDIR Mohammad Alshammari, Olfa Nasraoui, Behnoush Abdollahi
2018	J	`jnl`	A case study for intelligent event recommendation. Int. J. Data Sci. Anal. Mahsa Badami, Faezeh Tafazzoli, Olfa Nasraoui
2018	—	`conf`	Cross-Domain Hashtag Recommendation and Story Revelation in Social Media. IEEE BigData Mahsa Badami, Olfa Nasraoui
2018	—	`conf`	Iterated Algorithmic Bias in the Interactive Machine Learning Process of Information Filtering. KDIR Wenlong Sun, Olfa Nasraoui, Patrick Shafto
2018	—	`conf`	PrCP: Pre-recommendation Counter-Polarization. KDIR Mahsa Badami, Olfa Nasraoui, Patrick Shafto
2018	—	`ch.`	Transparency in Fair Machine Learning: the Case of Explainable Recommender Systems. Human and Machine Learning Behnoush Abdollahi, Olfa Nasraoui
2017	—	`conf`	Clustering Data Streams with Adaptive Forgetting. BigData Congress Gopi Chand Nutakki, Olfa Nasraoui
2017	—	`conf`	Detecting polarization in ratings: An automated pipeline and a preliminary quantification on several benchmark data sets. IEEE BigData Mahsa Badami, Olfa Nasraoui, Wenlong Sun, Patrick Shafto
2017	B	`conf`	Unifying recommendation and active learning for human-algorithm interactions. CogSci Scott Cheng-Hsin Yang, Jake Alden Whritner, Olfa Nasraoui, Patrick Shafto
2017	A	`conf`	Using Explainability for Constrained Matrix Factorization. RecSys Behnoush Abdollahi, Olfa Nasraoui
2016	Misc	`conf`	A Bilingual Semantic Network of Computing Concepts. ICCS Evgeniy Khenner, Olfa Nasraoui
2016	B	`conf`	Analysis and visualization of a literature-mined glaucoma gene interaction network. ASONAM Maha Soliman, Olfa Nasraoui, Nigel G. F. Cooper
2016	J	`jnl`	Building a glaucoma interaction network using a text mining approach. BioData Min. Maha Soliman, Olfa Nasraoui, Nigel G. F. Cooper
2016	—	`conf`	Compartmentalized adaptive topic mining on social media streams. IEEE BigData Gopi Chand Nutakki, Olfa Nasraoui
2016	J	`jnl`	Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. IEEE Trans. Neural Networks Learn. Syst. Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
2016	J	`jnl`	Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints. CoRR Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
2016	—	`conf`	Explainable Matrix Factorization for Collaborative Filtering. WWW (Companion Volume) Behnoush Abdollahi, Olfa Nasraoui
2016	J	`jnl`	Explainable Restricted Boltzmann Machines for Collaborative Filtering. CoRR Behnoush Abdollahi, Olfa Nasraoui
2016	J	`jnl`	Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework. CoRR Olfa Nasraoui, Patrick Shafto
2016	A	`conf`	Human-Recommender Systems: From Benchmark Data to Benchmark Cognitive Models. RecSys Patrick Shafto, Olfa Nasraoui
2016	—	`ed.`	International Conference on Digital Economy, ICDEc 2016, Carthage, Tunisia, April 28-30, 2016 ICDEc Rim Jallouli, Olfa Nasraoui, Mohamed Anis Bach Tobji, Rym Srarfi Tabbane, Rhouma Rhouma
2016	Misc	`conf`	Ontology Based Data Access Methods to Teach Students to Transform Traditional Information Systems and Simplify Decision Making Process. ICCS Svetlana Chuprina, Igor Postanogov, Olfa Nasraoui
2016	—	`conf`	Testing the Application of Warranting Theory to Online Third Party Marketplaces: The Effects of Information Uniqueness and Product Type. SMSociety William Scott Sanders, Gopi Chand Nutakki, Olfa Nasraoui
2015	—	`conf`	A Universal Design Infrastructure for Multimodal Presentation of Materials in STEM Programs: Universal Design. WWW (Companion Volume) Leyla Zhuhadar, Bryan Carson, Jerry Daday, Olfa Nasraoui
2014	—	`conf`	A cross-modal warm-up solution for the cold-start problem in collaborative filtering recommender systems. WebSci Behnoush Abdollahi, Olfa Nasraoui
2014	—	`conf`	Distributed LDA-based Topic Modeling and Topic Agglomeration in a Latent Space. SNOW-DC@WWW Gopi Chand Nutakki, Olfa Nasraoui, Behnoush Abdollahi, Mahsa Badami, Wenlong Sun
2014	—	`conf`	From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models. BigMine Basheer Hawwash, Olfa Nasraoui
2014	—	`conf`	Online sentiment-based topic modeling for continuous data streams. WebSci Gopi Chand Nutakki, Olfa Nasraoui
2014	J	`jnl`	The Parameter-less Randomized Gravitational Clustering algorithm with online clusters' structure characterization. Prog. Artif. Intell. Jonatan Gómez, Elizabeth León, Olfa Nasraoui, Fabián Giraldo
2013	—	`conf`	Density-based Kernel Scale estimation for Kernel clustering. IISA Sofiane Sellah, Olfa Nasraoui
2013	B	`conf`	Toward a Fully Automatic Learner Modeling Based on Web Usage Mining with Respect to Educational Preferences and Learning Styles. ICALT Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui, Sabine Graf, Kinshuk
2012	—	`conf`	A Genetic Niching Algorithm with Self-Adaptating Operator Rates for Document Clustering. LA-WEB Elizabeth León, Jonatan Gómez, Olfa Nasraoui
2012	C	`conf`	A Seed-Based Inter-Domain Supervised Framework to Cluster Mixed Data Types. IC3K Artur Abdullin, Olfa Nasraoui
2012	—	`conf`	A Semi-supervised Learning Framework to Cluster Mixed Data Types. KDIR Artur Abdullin, Olfa Nasraoui
2012	—	`conf`	Clustering Heterogeneous Data Sets. LA-WEB Artur Abdullin, Olfa Nasraoui
2012	C	`conf`	Clustering Heterogeneous Data with Mutual Semi-supervision. SPIRE Artur Abdullin, Olfa Nasraoui
2012	J	`jnl`	Guest editorial: special issue on a decade of mining the Web. Data Min. Knowl. Discov. Myra Spiliopoulou, Bamshad Mobasher, Olfa Nasraoui, Osmar R. Zaïane
2012	—	`conf`	Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm. IBERAMIA Jonatan Gómez, Elizabeth León-Guzmán, Olfa Nasraoui
2012	J	`jnl`	Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization. Neurocomputing Juan C. Caicedo, Jaafar Ben-Abdallah, Fabio A. González, Olfa Nasraoui
2012	C	`conf`	On the Robustness of Kernel-Based Clustering. CIARP Fabio A. González, José David Bermeo, Laura Ramos, Olfa Nasraoui
2012	—	`conf`	Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream. BigMine Basheer Hawwash, Olfa Nasraoui
2012	—	`conf`	Toward the Design of a Recommender System: Visual Clustering and Detecting Community Structure in a Web Usage Network. Web Intelligence Leyla Zhuhadar, Rong Yang, Olfa Nasraoui
2011	C	`conf`	Bow-tie decomposition in directed graphs. FUSION Rong Yang, Leyla Zhuhadar, Olfa Nasraoui
2011	B	`conf`	Extracting salient contour groups from cluttered solar images via Markov Random Fields. ICIP Nurcan Durak, Olfa Nasraoui
2011	J	`jnl`	Visual knowledge representation of conceptual semantic networks. Soc. Netw. Anal. Min. Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Rong Yang
2010	C	`conf`	A recommender system based on the collaborative behavior of bird flocks. CollaborateCom Esin Saka, Olfa Nasraoui
2010	—	`conf`	Augmented Ontology-Based Information Retrieval System with External Open Source Resources. ITNG Leyla Zhuhadar, Olfa Nasraoui
2010	—	`conf`	Evaluating a Cross-Language Semantically Enriched Search Engine. ITNG Leyla Zhuhadar, Olfa Nasraoui
2010	—	`conf`	Evaluating usability and precision of visual search engine. SpringSim Leyla Zhuhadar, Olfa Nasraoui
2010	C	`conf`	Improving Recall and Precision of a Personalized Semantic Search Engine for E-learning. ICDS Olfa Nasraoui, Leyla Zhuhadar
2010	J	`jnl`	Mining and tracking evolving web user trends from large web server logs. Stat. Anal. Data Min. Basheer Hawwash, Olfa Nasraoui
2010	C	`conf`	Multi-language Ontology-Based Search Engine. ACHI Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
2010	—	`conf`	Multimodal Image Annotation Using Non-negative Matrix Factorization. Web Intelligence Jaafar Ben-Abdallah, Juan C. Caicedo, Fabio A. González, Olfa Nasraoui
2010	—	`conf`	NMF-based multimodal image indexing for querying by visual example. CIVR Fabio A. González, Juan C. Caicedo, Olfa Nasraoui, Jaafar Ben-Abdallah
2010	—	`conf`	On dynamic data clustering and visualization using swarm intelligence. ICDE Workshops Esin Saka, Olfa Nasraoui
2010	Misc	`conf`	Performance and Scalability Testing Methodology for a Semantic Personalized Search Engine. IKE Leyla Zhuhadar, Olfa Nasraoui
2010	—	`conf`	Personalized Search Based on a User-Centered Recommender Engine. Web Intelligence Leyla Zhuhadar, Olfa Nasraoui
2010	B	`conf`	Principal Contour Extraction and Contour Classification to Detect Coronal Loops from the Solar Images. ICPR Nurcan Durak, Olfa Nasraoui
2010	—	`conf`	Robust Clustering of Data Streams using Incremental Optimization. AMW Basheer Hawwash, Olfa Nasraoui
2010	B	`conf`	Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators. IEEE Congress on Evolutionary Computation Elizabeth León, Olfa Nasraoui, Jonatan Gómez
2010	—	`conf`	Semantically Enriched Recommender Engine: A Novel Collaborative Filtering Approach Using "User-to-User Fast Xor Bit Operation". ICSC Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
2009	—	`ed.`	Advances in Web Mining and Web Usage Analysis, 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007, and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007. Revised Papers WebKDD/SNAKDD Haizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen
2009	—	`conf`	Assessing the Legal Risks in Network Forensic Probing. IFIP Int. Conf. Digital Forensics Michael Losavio, Olfa Nasraoui, Vincent Thacker, Jeffrey S. Marean, Nick Miles, Roman V. Yampolskiy, Ibrahim N. Imam
2009	—	`conf`	Automated Discovery, Categorization and Retrieval of Personalized Semantically Enriched E-learning Resources. ICSC Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
2009	J	`jnl`	Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval. J. Educ. Technol. Soc. Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui
2009	J	`jnl`	Coronal loop detection from solar images. Pattern Recognit. Nurcan Durak, Olfa Nasraoui, Joan Schmelz
2009	—	`conf`	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 Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
2009	Misc	`conf`	Evaluating Multi-Model (Metadata-Semantic) Information Retrieval System. IC-AI Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
2009	—	`conf`	Exploiting Tags and Social Profiles to Improve Focused Crawling. Web Intelligence Zhiyong Zhang, Olfa Nasraoui, Roelof van Zwol
2009	Misc	`conf`	How to Build an Ontology Driven Information Retrieval System. IKE Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
2009	J	`jnl`	Metadata as seeds for building an ontology driven information fetrieval system. Int. J. Hybrid Intell. Syst. Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
2009	—	`conf`	Multi-model Ontology-Based Hybrid Recommender System in E-learning Domain. Web Intelligence/IAT Workshops Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero
2009	—	`conf`	Online Evaluation of Patterns from Evolving Web Data Streams. Web Intelligence Carlos Rojas, Olfa Nasraoui
2009	J	`jnl`	Profile-Based Focused Crawling for Social Media-Sharing Websites. EURASIP J. Image Video Process. Zhiyong Zhang, Olfa Nasraoui
2009	B	`conf`	Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems. ICALT Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui
2009	C	`conf`	Visual Ontology-Based Information Retrieval System. IV Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
2008	Misc	`conf`	A Comparsion Study Between Generic and Metadata Search Engines in an E-learning Environment. IKE Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
2008	J	`jnl`	A Web Usage Mining Framework for Mining Evolving User Profiles in Dynamic Web Sites. IEEE Trans. Knowl. Data Eng. Olfa Nasraoui, Maha Soliman, Esin Saka, Antonio Badia, Richard Germain
2008	—	`conf`	An Incremental Hough Transform for Detecting Ellipses in Image Data Streams. ICTAI (2) Sofiane Sellah, Olfa Nasraoui
2008	B	`conf`	Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval. ICALT Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui
2008	—	`conf`	Feature Exploration for Mining Coronal Loops from Solar Images. ICTAI (1) Nurcan Durak, Olfa Nasraoui
2008	—	`ch.`	Market-Based Profile Infrastructure. Next Generation of Data Mining Olfa Nasraoui, Maha Soliman
2008	—	`conf`	Metadata domain-knowledge driven search engine in "HyperManyMedia" E-learning resources. CSTST Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt
2008	J	`jnl`	Mining search engine query logs for social filtering-based query recommendation. Appl. Soft Comput. Zhiyong Zhang, Olfa Nasraoui
2008	—	`conf`	Node-Based Probing and Monitoring to Investigate Use of Peer-to-Peer Technologies for Distribution of Contraband Material. SADFE Olfa Nasraoui, Deborah W. Keeling, Adel Elmaghraby, George Higgins, Michael Losavio
2008	—	`conf`	Personalized cluster-based semantically enriched web search for e-learning. ONISW Leyla Zhuhadar, Olfa Nasraoui
2008	—	`conf`	Profile-Based Focused Crawler for Social Media-Sharing Websites. ICTAI (1) Zhiyong Zhang, Olfa Nasraoui
2008	—	`conf`	Semantic Information Retrieval for Personalized E-Learning. ICTAI (1) Leyla Zhuhadar, Olfa Nasraoui
2008	—	`conf`	Simultaneous Clustering and Visualization of Web Usage Data Using Swarm-Based Intelligence. ICTAI (1) Esin Saka, Olfa Nasraoui
2008	B	`conf`	Tile-based image visual codeword extraction for efficient indexing and retrieval. ICPR Zhiyong Zhang, Olfa Nasraoui
2008	J	`jnl`	Web data mining: exploring hyperlinks, contents, and usage data. SIGKDD Explor. Olfa Nasraoui
2008	J	`jnl`	WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report. SIGKDD Explor. Olfa Nasraoui, Myra Spiliopoulou, Osmar R. Zaïane, Jaideep Srivastava, Bamshad Mobasher
2007	—	`ed.`	Advances in Web Mining and Web Usage Analysis, 8th International Workshop on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA, USA, August 20, 2006, Revised Papers WebKDD Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand
2007	—	`conf`	Efficient Hybrid Web Recommendations Based on Markov Clickstream Models and Implicit Search. Web Intelligence Zhiyong Zhang, Olfa Nasraoui
2007	A	`conf`	Performance of Recommendation Systems in Dynamic Streaming Environments. SDM Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. González
2007	Misc	`conf`	Semantically enhanced user modeling. SAC Palakorn Achananuparp, Hyoil Han, Olfa Nasraoui, Roberta Johnson
2007	—	`conf`	Summarizing Evolving Data Streams using Dynamic Prefix Trees. Web Intelligence Carlos Rojas, Olfa Nasraoui
2007	J	`jnl`	WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. SIGKDD Explor. Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum
2006	—	`ch.`	A Multi-Layered and Multi-Faceted Framework for Mining Evolving Web Clickstreams. Adaptive and Personalized Semantic Web Olfa Nasraoui
2006	J	`jnl`	A framework for mining evolving trends in Web data streams using dynamic learning and retrospective validation. Comput. Networks Olfa Nasraoui, Carlos Rojas, Cesar Cardona
2006	—	`ed.`	Advances in Web Mining and Web Usage Analysis, 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004, Revised Selected Papers WebKDD Bamshad Mobasher, Olfa Nasraoui, Bing Liu, Brij M. Masand
2006	—	`ed.`	Advances in Web Mining and Web Usage Analysis, 7th International Workshop on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, August 21, 2005. Revised Papers WebKDD Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu
2006	A	`conf`	Collaborative filtering in dynamic usage environments. CIKM Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. González
2006	B	`conf`	ECSAGO: Evolutionary Clustering with Self Adaptive Genetic Operators. IEEE Congress on Evolutionary Computation Elizabeth León, Olfa Nasraoui, Jonatan Gómez
2006	A*	`conf`	Focused crawling: experiences in a real world project. WWW Antonio Badia, Tulay Muezzinoglu, Olfa Nasraoui
2006	B	`conf`	Hybrid Query Session and Content-based Recommendations for Enhanced Search. FUZZ-IEEE Zhiyong Zhang, Olfa Nasraoui
2006	A	`conf`	Mining and Validating Localized Frequent Itemsets with Dynamic Tolerance. SDM Olfa Nasraoui, Suchandra Goswami
2006	C	`conf`	Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance. ADMA Olfa Nasraoui, Suchandra Goswami
2006	A*	`conf`	Mining search engine query logs for query recommendation. WWW Zhiyong Zhang, Olfa Nasraoui
2006	A	`conf`	Robust Clustering for Tracking Noisy Evolving Data Streams. SDM Olfa Nasraoui, Carlos Rojas
2006	—	`conf`	Web Usage Mining in Noisy and Ambiguous Environments: Exploring the Role of Concept Hierarchies, Compression, and Robust User Profiles. WebMine Olfa Nasraoui, Esin Saka
2006	J	`jnl`	WebKDD 2006: web mining and web usage analysis post-workshop report. SIGKDD Explor. Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand
2005	B	`conf`	Eager Learning in Two-Stages for Precise and Complete Web Personalization. FUZZ-IEEE Olfa Nasraoui, Mrudula Pavuluri
2005	A*	`conf`	Using retrieval measures to assess similarity in mining dynamic web clickstreams. KDD Olfa Nasraoui, Cesar Cardona, Carlos Rojas
2005	J	`jnl`	WebKDD 2005: web mining and web usage analysis post-workshop report. SIGKDD Explor. Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu
2004	—	`conf`	A Context Ultra-Sensitive Approach to High Quality Web Recommendations based on Web Usage Mining and Neural Network Committees. WebDyn@WWW Olfa Nasraoui, Mrudula Pavuluri
2004	—	`conf`	Accurate web recommendations based on profile-specific url-predictor neural networks. WWW (Alternate Track Papers & Posters) Olfa Nasraoui, Mrudula Pavuluri
2004	B	`conf`	Anomaly detection based on unsupervised niche clustering with application to network intrusion detection. IEEE Congress on Evolutionary Computation Elizabeth León, Olfa Nasraoui, Jonatan Gómez
2004	—	`conf`	Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors. WebKDD Olfa Nasraoui, Mrudula Pavuluri
2004	—	`conf`	Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism. GECCO (1) Olfa Nasraoui, Carlos Rojas, Cesar Cardona
2004	—	`conf`	Improved Niching and Encoding Strategies for Clustering Noisy Data Sets. GECCO (2) Olfa Nasraoui, Elizabeth León
2004	—	`conf`	Mining Evolving Web Clickstreams with Explicit Retrieval Similarity Measures. WebDyn@WWW Olfa Nasraoui, Cesar Cardona, Carlos Rojas
2004	—	`conf`	Network Intrusion Detection Using Genetic Clustering. GECCO (2) Elizabeth León, Olfa Nasraoui, Jonatan Gómez
2004	C	`ed.`	Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA. ICMLA Mehmed M. Kantardzic, Mariofanna G. Milanova, Olfa Nasraoui
2004	C	`conf`	RAIN: data clustering using randomized interactions between data points. ICMLA Jonatan Gómez, Olfa Nasraoui, Elizabeth León
2004	J	`jnl`	Unsupervised learning of prototypes and attribute weights. Pattern Recognit. Hichem Frigui, Olfa Nasraoui
2004	J	`jnl`	WebKDD 2004: web mining and web usage analysis post-workshop report. SIGKDD Explor. Olfa Nasraoui, Bamshad Mobasher, Brij M. Masand, Bing Liu
2003	A	`conf`	A New Gravitational Clustering Algorithm. SDM Jonatan Gómez, Dipankar Dasgupta, Olfa Nasraoui
2003	A	`conf`	A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning. GECCO Olfa Nasraoui, Fabio A. González, Cesar Cardona, Carlos Rojas, Dipankar Dasgupta
2003	B	`conf`	An intelligent Web recommendation engine based on fuzzy approximate reasoning. FUZZ-IEEE Olfa Nasraoui, Chris Petenes
2003	B	`conf`	Panel on computational intelligence for homeland defense and counterterrorism. FUZZ-IEEE Anupam Joshi, James M. Keller, Olfa Nasraoui
2003	B	`conf`	Soft multiple expression and genetic redundancy: preliminary results for non-stationary function optimization. FUZZ-IEEE Olfa Nasraoui, Carlos Rojas, Cesar Cardona, Dipankar Dasgupta
2003	A*	`conf`	TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model. ICDM Olfa Nasraoui, Cesar Cardona Uribe, Carlos Rojas Coronel, Fabio A. González
2002	J	`jnl`	An Evolutionary Approach to Mining Robust Multi-Resolution Web Profiles and Context Sensitive URL Associations. Int. J. Comput. Intell. Appl. Olfa Nasraoui, Raghu Krishnapuram
2002	—	`conf`	An Novel Artificial Immune System Approach to Robust Data Mining. GECCO Late Breaking Papers Olfa Nasraoui, Dipankar Dasgupta, Fabio A. González
2002	A	`conf`	One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns. SDM Olfa Nasraoui, Raghu Krishnapuram
2002	B	`conf`	Simultaneous categorization of text documents and identification of cluster-dependent keywords. FUZZ-IEEE Hichem Frigui, Olfa Nasraoui
2001	J	`jnl`	Low-complexity fuzzy relational clustering algorithms for Web mining. IEEE Trans. Fuzzy Syst. Raghu Krishnapuram, Anupam Joshi, Olfa Nasraoui, Liyu Yi
2000	B	`conf`	A novel approach to unsupervised robust clustering using genetic niching. FUZZ-IEEE Olfa Nasraoui, Raghu Krishnapuram
2000	J	`jnl`	Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering. Int. J. Artif. Intell. Tools Olfa Nasraoui, Hichem Frigui, Raghu Krishnapuram, Anupam Joshi
2000	B	`conf`	Simultaneous clustering and attribute discrimination. FUZZ-IEEE Hichem Frigui, Olfa Nasraoui
1995	J	`jnl`	Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. I. IEEE Trans. Fuzzy Syst. Raghuram Krishnapuram, Hichem Frigui, Olfa Nasraoui
1995	J	`jnl`	Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II. IEEE Trans. Fuzzy Syst. Raghuram Krishnapuram, Hichem Frigui, Olfa Nasraoui
1994	J	`jnl`	Fuzzy additive hybrid operators for network-based decision making. Int. J. Intell. Syst. James M. Keller, Raghu Krishnapuram, Zhihong Chen, Olfa Nasraoui
1993	J	`jnl`	The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves. Pattern Recognit. Lett. Raghu Krishnapuram, Hichem Frigui, Olfa Nasraoui
1992	J	`jnl`	The fuzzy c spherical shells algorithm: A new approach. IEEE Trans. Neural Networks Raghu Krishnapuram, Olfa Nasraoui, Hichem Frigui