Olfa Nasraoui

Olfa Nasraoui, Esin Saka, O. Nasraoui, 2010, 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010).

Automatic Personalization in E-Learning Based on Recommendation Systems: An Overview

Mohamed Jemni, Olfa Nasraoui, Mohamed Koutheair Khribi, 2012 .

Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval

Mohamed Jemni, Olfa Nasraoui, Mohamed Koutheair Khribi, 2008, 2008 Eighth IEEE International Conference on Advanced Learning Technologies.

Robust Clustering of Data Streams using Incremental Optimization

Olfa Nasraoui, Basheer Hawwash, O. Nasraoui, 2010, AMW.

RAIN: data clustering using randomized interactions between data points

Olfa Nasraoui, Jonatan Gómez, Elizabeth León Guzman, 2004, 2004 International Conference on Machine Learning and Applications, 2004. Proceedings..

Clustering Heterogeneous Data with Mutual Semi-supervision

Olfa Nasraoui, Artur Abdullin, 2012, SPIRE.

Tile-based image visual codeword extraction for efficient indexing and retrieval

Olfa Nasraoui, Zhiyong Zhang, O. Nasraoui, 2008, 2008 19th International Conference on Pattern Recognition.

Semantically enhanced user modeling

Hyoil Han, Olfa Nasraoui, Palakorn Achananuparp, 2007, SAC '07.

Web Usage Mining

Olfa Nasraoui, Bamshad Mobasher, Bing Liu, 2011 .

Robot Failure Mode Prediction with Explainable Machine Learning

Olfa Nasraoui, Aneseh Alvanpour, Sumit Kumar Das, 2020, 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE).

Mining search engine query logs for social filtering-based query recommendation

Olfa Nasraoui, Zhiyong Zhang, 2008, Appl. Soft Comput..

Distributed LDA-based Topic Modeling and Topic Agglomeration in a Latent Space

Olfa Nasraoui, Wenlong Sun, Mahsa Badami, 2014, SNOW-DC@WWW.

Evaluating a Cross-Language Semantically Enriched Search Engine

Olfa Nasraoui, Leyla Zhuhadar, O. Nasraoui, 2010, 2010 Seventh International Conference on Information Technology: New Generations.

Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance

Olfa Nasraoui, Suchandra Goswami, O. Nasraoui, 2006, ADMA.

Mining Semantic Knowledge Graphs to Add Explainability to Black Box Recommender Systems

Olfa Nasraoui, Mohammed Sanad Alshammari, Mohammed Alshammari, 2019, IEEE Access.

Summarizing Evolving Data Streams using Dynamic Prefix Trees

Olfa Nasraoui, Carlos Rojas, 2007, IEEE/WIC/ACM International Conference on Web Intelligence (WI'07).

Ontology Based Data Access Methods to Teach Students to Transform Traditional Information Systems and Simplify Decision Making Process

Olfa Nasraoui, Svetlana Chuprina, Igor Postanogov, 2016, ICCS.

Range Image Segmentation Through Fuzzy and Possibilistic Shell Clustering

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1995 .

Simultaneous Clustering and Visualization of Web Usage Data Using Swarm-Based Intelligence

Olfa Nasraoui, Esin Saka, 2008, 2008 20th IEEE International Conference on Tools with Artificial Intelligence.

The fuzzy c spherical shells algorithm: A new approach

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1992, IEEE Trans. Neural Networks.

Performance of Recommendation Systems in Dynamic Streaming Environments

Fabio A. González, Olfa Nasraoui, Carlos Rojas, 2007, SDM.

Clustering Heterogeneous Data Sets

Olfa Nasraoui, Artur Abdullin, 2012, 2012 Eighth Latin American Web Congress.

Augmented Ontology-Based Information Retrieval System with External Open Source Resources

Olfa Nasraoui, Leyla Zhuhadar, 2010, 2010 Seventh International Conference on Information Technology: New Generations.

PrCP: Pre-recommendation Counter-Polarization.

Olfa Nasraoui, Patrick Shafto, Mahsa Badami, 2018 .

Focused crawling: experiences in a real world project

Antonio Badia, Olfa Nasraoui, Tulay Muezzinoglu, 2006, WWW '06.

An Evolutionary Approach to Mining Robust Multi-Resolution Web Profiles and Context Sensitive URL Associations

Olfa Nasraoui, Raghu Krishnapuram, O. Nasraoui, 2002, Int. J. Comput. Intell. Appl..

PrCP: Pre-recommendation Counter-Polarization

Olfa Nasraoui, Patrick Shafto, Mahsa Badami, 2018, KDIR.

Summarizing Evolving Data Streams using Dynamic Prefix Trees

Olfa Nasraoui, Carlos Rojas, 2007 .

Simultaneous categorization of text documents and identification of cluster-dependent keywords

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).

Hybrid Query Session and Content-based Recommendations for Enhanced Search

Olfa Nasraoui, Zhiyong Zhang, 2006, 2006 IEEE International Conference on Fuzzy Systems.

An Novel Artificial Immune System Approach to Robust Data Mining

Fabio A. González, Olfa Nasraoui, Dipankar Dasgupta, 2002, GECCO Late Breaking Papers.

A Two Step Ranking Solution for Twitter User Engagement

Olfa Nasraoui, Wenlong Sun, Mahsa Badami, 2014, RecSysChallenge '14.

Using Explainability for Constrained Matrix Factorization

Olfa Nasraoui, Behnoush Abdollahi, O. Nasraoui, 2017, RecSys.

Clustering Data Streams with Adaptive Forgetting

Olfa Nasraoui, Gopi Chand Nutakki, 2017, 2017 IEEE International Congress on Big Data (BigData Congress).

Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints

Jacek M. Zurada, Olfa Nasraoui, Ehsan Hosseini-Asl, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System

Olfa Nasraoui, Sami Khenissi, Mariem Boujelbene, 2020, RecSys.

Relational clustering based on a new robust estimator with application to Web mining

Anupam Joshi, Olfa Nasraoui, Raghu Krishnapuram, 1999, 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397).

Evolution and impact of bias in human and machine learning algorithm interaction

Olfa Nasraoui, Patrick Shafto, Wenlong Sun, 2020, PloS one.

Simultaneous clustering and attribute discrimination

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

Mining and tracking evolving web user trends from large web server logs

Olfa Nasraoui, Basheer Hawwash, O. Nasraoui, 2010, Stat. Anal. Data Min..

Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism

Olfa Nasraoui, Cesar Cardona, Carlos Rojas, 2004, GECCO.

Mining and tracking evolving web user trends from large web server logs

Olfa Nasraoui, Basheer Hawwash, 2010 .

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

John Yen, Jaideep Srivastava, Myra Spiliopoulou, 2009, WebKDD/SNA-KDD.

An Incremental Hough Transform for Detecting Ellipses in Image Data Streams

Olfa Nasraoui, Sofiane Sellah, O. Nasraoui, 2008, 2008 20th IEEE International Conference on Tools with Artificial Intelligence.

The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1993, Pattern Recognit. Lett..

Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis

John Yen, Jaideep Srivastava, Myra Spiliopoulou, 2007, KDD 2007.

Personalized Search Based on a User-Centered Recommender Engine

Olfa Nasraoui, Leyla Zhuhadar, 2010, 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

Coronal loop detection from solar images

Nurcan Durak, Olfa Nasraoui, Joan Schmelz, 2009, Pattern Recognit..

Profile-Based Focused Crawling for Social Media-Sharing Websites

Olfa Nasraoui, Zhiyong Zhang, O. Nasraoui, 2008, 2008 20th IEEE International Conference on Tools with Artificial Intelligence.

A Seed-Based Inter-Domain Supervised Framework to Cluster Mixed Data Types

Olfa Nasraoui, Artur Abdullin, 2012, IC3K.

Node-Based Probing and Monitoring to Investigate Use of Peer-to-Peer Technologies for Distribution of Contraband Material

Olfa Nasraoui, Adel Said Elmaghraby, Michael Losavio, 2008, 2008 Third International Workshop on Systematic Approaches to Digital Forensic Engineering.

Augmented Semantic Explanations for Collaborative Filtering Recommendations

Olfa Nasraoui, Mohammad Alshammari, 2019, KDIR.

Panel on computational intelligence for homeland defense and counterterrorism

James M. Keller, Anupam Joshi, Olfa Nasraoui, 2003, FUZZ-IEEE.

Iterated Algorithmic Bias in the Interactive Machine Learning Process of Information Filtering

Olfa Nasraoui, Patrick Shafto, Wenlong Sun, 2018, KDIR.

Improved Niching and Encoding Strategies for Clustering Noisy Data Sets

Olfa Nasraoui, Elizabeth León Guzman, 2004, GECCO.

Detecting polarization in ratings: An automated pipeline and a preliminary quantification on several benchmark data sets

Olfa Nasraoui, Patrick Shafto, Wenlong Sun, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators

Olfa Nasraoui, Jonatan Gómez, Elizabeth León Guzman, 2010, IEEE Congress on Evolutionary Computation.

Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems

Mohamed Jemni, Olfa Nasraoui, Mohamed Koutheair Khribi, 2009, 2009 Ninth IEEE International Conference on Advanced Learning Technologies.

Density-based Kernel Scale estimation for Kernel clustering

Olfa Nasraoui, Sofiane Sellah, 2013, IISA 2013.

ECSAGO: Evolutionary Clustering with Self Adaptive Genetic Operators

Olfa Nasraoui, Jonatan Gómez, Elizabeth León Guzman, 2006, 2006 IEEE International Conference on Evolutionary Computation.

WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report

John Yen, Jaideep Srivastava, Myra Spiliopoulou, 2007, SKDD.

Personalized cluster-based semantically enriched web search for e-learning

Olfa Nasraoui, Leyla Zhuhadar, 2008, ONISW '08.

A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning

Fabio A. González, Olfa Nasraoui, Cesar Cardona, 2003, GECCO.

Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework pdf

Olfa Nasraoui, Patrick Shafto, Patrick Shafto, 2016, ArXiv.

Mining search engine query logs for query recommendation

Olfa Nasraoui, Zhiyong Zhang, O. Nasraoui, 2006, WWW '06.

Anomaly detection based on unsupervised niche clustering with application to network intrusion detection

Olfa Nasraoui, Jonatan Gómez, Elizabeth León Guzman, 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

Eager Learning in Two-Stages for Precise and Complete Web Personalization

Olfa Nasraoui, Mrudula Pavuluri, O. Nasraoui, 2005, The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05..

Bow-tie decomposition in directed graphs

Rong Yang, Olfa Nasraoui, Leyla Zhuhadar, 2011, 14th International Conference on Information Fusion.

Explainable Matrix Factorization for Collaborative Filtering

Olfa Nasraoui, Behnoush Abdollahi, O. Nasraoui, 2016, WWW.

Advances in Web Mining and Web Usage Analysis: 6th International Workshop on Knowledge Discovery on the Web, WEBKDD 2004Seattle, WA, USA, August 22-25, ... Papers (Lecture Notes in Computer Science)

Olfa Nasraoui, Bing Liu, Bamshad Mobasher, 2006 .

Accurate web recommendations based on profile-specific url-predictor neural networks

Olfa Nasraoui, Mrudula Pavuluri, O. Nasraoui, 2004, WWW Alt. '04.

Automated Discovery, Categorization and Retrieval of Personalized Semantically Enriched E-learning Resources

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009, 2009 IEEE International Conference on Semantic Computing.

Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis

Myra Spiliopoulou, Olfa Nasraoui, Bamshad Mobasher, 2004 .

The Parameter-less Randomized Gravitational Clustering algorithm with online clusters’ structure characterization

Olfa Nasraoui, Jonatan Gómez, Elizabeth León Guzman, 2014, Progress in Artificial Intelligence.

Structural Decompositions of Complex Networks

Olfa Nasraoui, Rong Yang, Leyla Zhuhadar, 2012 .

A Semantically Aware Explainable Recommender System using Asymmetric Matrix Factorization

Olfa Nasraoui, Behnoush Abdollahi, Mohammad Alshammari, 2018, KDIR.

Efficient Hybrid Web Recommendations Based on Markov Clickstream Models and Implicit Search

Olfa Nasraoui, Zhiyong Zhang, 2007, Web Intelligence.

Analysis and visualization of a literature-mined glaucoma gene interaction network

Olfa Nasraoui, Nigel G. F. Cooper, Maha Soliman, 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Evaluating usability and precision of visual search engine

Olfa Nasraoui, Leyla Zhuhadar, 2010, SpringSim.

WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report

Jaideep Srivastava, Myra Spiliopoulou, Osmar R. Zaïane, 2008, SKDD.

One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns

Olfa Nasraoui, Raghu Krishnapuram, O. Nasraoui, 2002, SDM.

Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering

Anupam Joshi, Hichem Frigui, Olfa Nasraoui, 2000, Int. J. Artif. Intell. Tools.

Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization

Fabio A. González, Olfa Nasraoui, Juan C. Caicedo, 2012, Neurocomputing.

Mining web access logs using a fuzzy relational clustering algorithm based on a robust estimator

Anupam Joshi, Anupam Joshi, Olfa Nasraoui, 1999, WWW 1999.

An Explainable Autoencoder For Collaborative Filtering Recommendation pdf

Olfa Nasraoui, Pegah Sagheb Haghighi, Olurotimi Seton, 2019, ArXiv.

Guest editorial: special issue on a decade of mining the Web

Myra Spiliopoulou, Osmar R. Zaïane, Olfa Nasraoui, 2012, Data Mining and Knowledge Discovery.

Scalable and adaptive evolutionary clustering for noisy and dynamic data

Olfa Nasraoui, Elizabeth Leon, 2005 .

A Universal Design Infrastructure for Multimodal Presentation of Materials in STEM Programs: Universal Design

Olfa Nasraoui, Leyla Zhuhadar, Bryan Carson, 2015, WWW.

Metadata as seeds for building an ontology driven information fetrieval system

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009, Int. J. Hybrid Intell. Syst..

A Context Ultra-Sensitive Approach to High Quality Web Recommendations based on Web Usage Mining and Neural Network Committees

Olfa Nasraoui, Mrudula Pavuluri, O. Nasraoui, 2004, WebDyn@WWW.

Transparency in Fair Machine Learning: the Case of Explainable Recommender Systems

Olfa Nasraoui, Behnoush Abdollahi, O. Nasraoui, 2018, Human and Machine Learning.

Dual Representation of the Semantic User Profile for Personalized Web Search in an Evolving Domain

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009, AAAI Spring Symposium: Social Semantic Web: Where Web 2.0 Meets Web 3.0.

Evolution of Bias in Human and Machine Learning Algorithm Interaction

Olfa Nasraoui, Patrick Shafto, Wenlong Sun, 2017 .

Visual Ontology-Based Information Retrieval System

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009, 2009 13th International Conference Information Visualisation.

Performance and Scalability Testing Methodology for a Semantic Personalized Search Engine

Olfa Nasraoui, Leyla Zhuhadar, 2010, IKE.

Robust Clustering for Tracking Noisy Evolving Data Streams

Olfa Nasraoui, Carlos Rojas, 2006, SDM.

WebKDD 2004: web mining and web usage analysis post-workshop report

Olfa Nasraoui, Bing Liu, Bamshad Mobasher, 2004, SKDD.

Collaborative filtering in dynamic usage environments

Fabio A. González, Olfa Nasraoui, Carlos Rojas, 2006, CIKM '06.

A framework for mining evolving trends in Web data streams using dynamic learning and retrospective validation

Olfa Nasraoui, Cesar Cardona, Carlos Rojas, 2006, Comput. Networks.

Web Usage Mining in Noisy and Ambiguous Environments: Exploring the Role of Concept Hierarchies, Compression, and Robust User Profiles

Olfa Nasraoui, Esin Saka, O. Nasraoui, 2007, WebMine.

Profile-Based Focused Crawler for Social Media-Sharing Websites

Olfa Nasraoui, Zhiyong Zhang, 2008, 2008 20th IEEE International Conference on Tools with Artificial Intelligence.

From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models

Olfa Nasraoui, Basheer Hawwash, O. Nasraoui, 2014, BigMine.

Soft multiple expression and genetic redundancy: preliminary results for non-stationary function optimization

Olfa Nasraoui, Cesar Cardona, Carlos Rojas, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

On dynamic data clustering and visualization using swarm intelligence

Olfa Nasraoui, Esin Saka, O. Nasraoui, 2010, 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010).

Improving Recall and Precision of a Personalized Semantic Search Engine for E-learning

Olfa Nasraoui, Leyla Zhuhadar, O. Nasraoui, 2010, 2010 Fourth International Conference on Digital Society.

Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering

Olfa Nasraoui, Patrick Shafto, Sami Khenissi, 2019, WWW.

Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1995, IEEE Trans. Fuzzy Syst..

Modeling and Counteracting Exposure Bias in Recommender Systems pdf

Olfa Nasraoui, Sami Khenissi, O. Nasraoui, 2020, ArXiv.

Simultaneous Clustering and Dynamic Keyword Weighting for Text Documents

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2004 .

Evaluating Multi-Model (Metadata-Semantic) Information Retrieval System

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009, IC-AI.

Online sentiment-based topic modeling for continuous data streams

Olfa Nasraoui, Gopi Chand Nutakki, O. Nasraoui, 2014, WebSci '14.

Network Intrusion Detection Using Genetic Clustering

Olfa Nasraoui, Jonatan Gómez, Elizabeth León Guzman, 2004, GECCO.

New fuzzy shell clustering algorithms for boundary detection and pattern recognition

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1992, Other Conferences.

Unsupervised learning of prototypes and attribute weights

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2004, Pattern Recognit..

A New Gravitational Clustering Algorithm

Olfa Nasraoui, Jonatan Gómez, Dipankar Dasgupta, 2003, SDM.

A Bilingual Semantic Network of Computing Concepts

Olfa Nasraoui, Evgeniy Khenner, 2016, ICCS.

WebKDD 2005: web mining and web usage analysis post-workshop report

Philip S. Yu, Myra Spiliopoulou, Osmar R. Zaïane, 2005, SKDD.

Human-Recommender Systems: From Benchmark Data to Benchmark Cognitive Models

Olfa Nasraoui, Patrick Shafto, Patrick Shafto, 2016, RecSys.

Multi-model Ontology-Based Hybrid Recommender System in E-learning Domain

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology.

Multi-language Ontology-Based Search Engine

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2010, 2010 Third International Conference on Advances in Computer-Human Interactions.

SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System pdf

Olfa Nasraoui, Khalil Damak, 2019, ArXiv.

Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors

Olfa Nasraoui, Mrudula Pavuluri, O. Nasraoui, 2004, WebKDD.

Combining Web Usage Mining and Fuzzy Inference for Website Personalization

Olfa Nasraoui, O. Nasraoui, 2003 .

TECNO-STREAMS: tracking evolving clusters in noisy data streams with a scalable immune system learning model

Fabio A. González, Olfa Nasraoui, Cesar Cardona Uribe, 2003, Third IEEE International Conference on Data Mining.

Iterated Algorithmic Bias in the Interactive Machine Learning Process of Information Filtering

Olfa Nasraoui, Patrick Shafto, Wenlong Sun, 2018 .

Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm

Olfa Nasraoui, Jonatan Gómez, Elizabeth León-Guzmán, 2012, IBERAMIA.

Toward a Hybrid Recommender System for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval

Mohamed Jemni, Olfa Nasraoui, Mohamed Koutheair Khribi, 2007 .

Testing the Application of Warranting Theory to Online Third Party Marketplaces: The Effects of Information Uniqueness and Product Type

Olfa Nasraoui, Gopi Chand Nutakki, W. Scott Sanders, 2016, SMSociety.

Exploiting Tags and Social Profiles to Improve Focused Crawling

Olfa Nasraoui, Zhiyong Zhang, Roelof van Zwol, 2009, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology.

A Genetic Niching Algorithm with Self-Adaptating Operator Rates for Document Clustering

Olfa Nasraoui, Jonatan Gómez, Elizabeth León Guzman, 2012, 2012 Eighth Latin American Web Congress.

Low-complexity fuzzy relational clustering algorithms for Web mining

Anupam Joshi, Olfa Nasraoui, Raghu Krishnapuram, 2001, IEEE Trans. Fuzzy Syst..

An intelligent Web recommendation engine based on fuzzy approximate reasoning

Olfa Nasraoui, Chris Petenes, O. Nasraoui, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Mining Evolving User Profiles in Noisy Web Clickstream Data with a Scalable Immune System Clustering Algorithm

Olfa Nasraoui, Cesar Cardona, Carlos Rojas, 2003 .

Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream

Olfa Nasraoui, Basheer Hawwash, O. Nasraoui, 2012, BigMine '12.

Focused image search in the social web

Olfa Nasraoui, Zhiyong Zhang, O. Nasraoui, 2008 .

Compartmentalized adaptive topic mining on social media streams

Olfa Nasraoui, Gopi Chand Nutakki, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Explainable Restricted Boltzmann Machines for Collaborative Filtering pdf

Olfa Nasraoui, Behnoush Abdollahi, O. Nasraoui, 2016, ArXiv.

Cluster to User Profile Ontology Mapping

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009 .

A Hybrid Recommender System Guided by Semantic User Profiles for Search in the E-learning Domain

Olfa Nasraoui, Leyla Zhuhadar, 2010 .

Market-Based Profile Infrastructure

Olfa Nasraoui, Maha Soliman, 2008, Next Generation of Data Mining.

Multimodal Image Annotation Using Non-negative

Olfa Nasraoui, Juan C. Caicedo, Fabio A. González, 2010 .

A New Evolutionary Approach to Web Usage and Context Sensitive Associations Mining

Olfa Nasraoui, Raghu Krishnapuram, O. Nasraoui, 2002 .

Extracting salient contour groups from cluttered solar images via Markov Random Fields

Nurcan Durak, Olfa Nasraoui, 2011, 2011 18th IEEE International Conference on Image Processing.

Automatic Web User Profiling and Personalization Using Robust Fuzzy Relational Clustering

Anupam Joshi, Olfa Nasraoui, Tapan Kamdar, 2002 .

The Joint Ninth WEBKDD and 1st SNA-KDD Workshop on Web Mining and Social Network Analysis

John Yen, Jaideep Srivastava, Myra Spiliopoulou, 2007, KDD '07.

A cross-modal warm-up solution for the cold-start problem in collaborative filtering recommender systems

Olfa Nasraoui, Behnoush Abdollahi, O. Nasraoui, 2014, WebSci '14.

A Web Usage Mining Framework for Mining Evolving User Profiles in Dynamic Web Sites

Antonio Badia, Olfa Nasraoui, Esin Saka, 2008, IEEE Transactions on Knowledge and Data Engineering.

A Semi-supervised Learning Framework to Cluster Mixed Data Types

Olfa Nasraoui, Artur Abdullin, 2012, KDIR.

Visual knowledge representation of conceptual semantic networks

Rong Yang, Olfa Nasraoui, Leyla Zhuhadar, 2011, Social Network Analysis and Mining.

Online Evaluation of Patterns from Evolving Web Data Streams

Olfa Nasraoui, Carlos Rojas, 2009, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology.

Unifying recommendation and active learning for human-algorithm interactions

Olfa Nasraoui, Scott Cheng-Hsin Yang, Patrick Shafto, 2017, CogSci.

A novel approach to unsupervised robust clustering using genetic niching

Olfa Nasraoui, Raghu Krishnapuram, O. Nasraoui, 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

Knowledge Mining for Adaptive Multimedia Web-Based Educational Platform

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2008 .

Recommendation Systems for Personalized Technology-Enhanced Learning

Mohamed Jemni, Olfa Nasraoui, Mohamed Koutheair Khribi, 2015 .

An Introduction to Deep Clustering

Olfa Nasraoui, Wenlong Sun, Behnoush Abdollahi, 2018, Clustering Methods for Big Data Analytics.

Mining and Validating Localized Frequent Itemsets with Dynamic Tolerance

Olfa Nasraoui, Suchandra Goswami, O. Nasraoui, 2006, SDM.

Toward the Design of a Recommender System: Visual Clustering and Detecting Community Structure in a Web Usage Network

Rong Yang, Olfa Nasraoui, Leyla Zhuhadar, 2012, 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology.

Multimodal Image Annotation Using Non-negative Matrix Factorization

Fabio A. González, Olfa Nasraoui, Juan C. Caicedo, 2010, 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

Assessing the Legal Risks in Network Forensic Probing

Olfa Nasraoui, Roman V. Yampolskiy, Michael Losavio, 2009, IFIP Int. Conf. Digital Forensics.

A Multi-Layered and Multi-Faceted Framework for Mining Evolving Web Clickstreams

Olfa Nasraoui, O. Nasraoui, 2006, Adaptive and Personalized Semantic Web.

Semantically Enriched Recommender Engine: A Novel Collaborative Filtering Approach Using "User-to-User Fast Xor Bit Operation"

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2010, 2010 IEEE Fourth International Conference on Semantic Computing.

Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1995, IEEE Trans. Fuzzy Syst..

World Wide Web Personalization

Olfa Nasraoui, O. Nasraoui, 2005 .

How to Build an Ontology Driven Information Retrieval System

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2009, IKE.

Metadata domain-knowledge driven search engine in "HyperManyMedia" E-learning resources

Olfa Nasraoui, Leyla Zhuhadar, Robert Wyatt, 2008, CSTST.

Sequence-Based Explainable Hybrid Song Recommendation

Olfa Nasraoui, Khalil Damak, William Scott Sanders, 2021, Frontiers in Big Data.

Robust kernels for robust location estimation

Fabio A. González, Olfa Nasraoui, Joseph A. Gallego, 2021, Neurocomputing.

Debiased Explainable Pairwise Ranking from Implicit Feedback

Olfa Nasraoui, Sami Khenissi, Khalil Damak, 2021, RecSys.

Web Recommender System Implementations in Multiple Flavors : Fast and ( Care-) Free for All

Olfa Nasraoui, Esin Saka, O. Nasraoui, 2006 .

A fuzzy clustering algorithm to detect planar and quadric shapes

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1992 .

Mining and Tracking Evolving User Profiles and More – A Real Life Case Study

Antonio Badia, Olfa Nasraoui, O. Nasraoui, 2005 .

Clustering using a genetic fuzzy least median of squares algorithm

Olfa Nasraoui, R. Krisnapuram, 1997, 1997 Annual Meeting of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.97TH8297).

An improved possibilistic C-Means algorithm with finite rejection and robust scale estimation

Olfa Nasraoui, Raghu Krishnapuram, 1996, Proceedings of North American Fuzzy Information Processing.

From Static to Dynamic Web Usage Mining : Towards Scalable Profiling and Personalization with Evolutionary Computation

Olfa Nasraoui, Carlos Rojas, O. Nasraoui, 2003 .

SHOW AND TELL : A Seamlessly Integrated Tool For Searching with Image Content And Text

Hichem Frigui, Olfa Nasraoui, Carlos Rojas, 2006 .

A Brief Overview of Robust Clustering Techniques

Olfa Nasraoui, O. Nasraoui, .

Collaborative Filtering in Dynamic Streaming Environments

Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, 2006 .

Tell me Why? Tell me More! Explaining Predictions, Iterated Learning Bias, and Counter-Polarization in Big Data Discovery Models

Olfa Nasraoui, 2017 .

Quadratic shell clustering algorithms and the detection of second-degree curves

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1993 .

The surface density criterion and its application to linear/circular boundary detection and planar/spherical surface approximation

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

Semantic Information Retrieval for Personalized E-Learning

Olfa Nasraoui, Leyla Zhuhadar, 2008, 2008 20th IEEE International Conference on Tools with Artificial Intelligence.

A robust estimator based on density and scale optimization and its application to clustering

Olfa Nasraoui, Raghu Krishnapuram, O. Nasraoui, 1996, Proceedings of IEEE 5th International Fuzzy Systems.