Olfa Nasraoui

According to our database1, Olfa Nasraoui authored at least 131 papers between 1992 and 2018.

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Bibliography

2018
Transparency in Fair Machine Learning: the Case of Explainable Recommender Systems.
Proceedings of the Human and Machine Learning, 2018

A case study for intelligent event recommendation.
I. J. Data Science and Analytics, 2018

Iterated Algorithmic Bias in the Interactive Machine Learning Process of Information Filtering.
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

PrCP: Pre-recommendation Counter-Polarization.
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

A Semantically Aware Explainable Recommender System using Asymmetric Matrix Factorization.
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

2017
Using Explainability for Constrained Matrix Factorization.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Unifying recommendation and active learning for human-algorithm interactions.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Detecting polarization in ratings: An automated pipeline and a preliminary quantification on several benchmark data sets.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Clustering Data Streams with Adaptive Forgetting.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016
Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints.
IEEE Trans. Neural Netw. Learning Syst., 2016

Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework.
CoRR, 2016

Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints.
CoRR, 2016

Explainable Restricted Boltzmann Machines for Collaborative Filtering.
CoRR, 2016

Building a glaucoma interaction network using a text mining approach.
BioData Mining, 2016

Explainable Matrix Factorization for Collaborative Filtering.
Proceedings of the 25th International Conference on World Wide Web, 2016

Human-Recommender Systems: From Benchmark Data to Benchmark Cognitive Models.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

A Bilingual Semantic Network of Computing Concepts.
Proceedings of the International Conference on Computational Science 2016, 2016

Ontology Based Data Access Methods to Teach Students to Transform Traditional Information Systems and Simplify Decision Making Process.
Proceedings of the International Conference on Computational Science 2016, 2016

Compartmentalized adaptive topic mining on social media streams.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Analysis and visualization of a literature-mined glaucoma gene interaction network.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
A Universal Design Infrastructure for Multimodal Presentation of Materials in STEM Programs: Universal Design.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014
The Parameter-less Randomized Gravitational Clustering algorithm with online clusters' structure characterization.
Progress in AI, 2014

Distributed LDA-based Topic Modeling and Topic Agglomeration in a Latent Space.
Proceedings of the SNOW 2014 Data Challenge co-located with 23rd International World Wide Web Conference (WWW 2014), 2014

Online sentiment-based topic modeling for continuous data streams.
Proceedings of the ACM Web Science Conference, 2014

A cross-modal warm-up solution for the cold-start problem in collaborative filtering recommender systems.
Proceedings of the ACM Web Science Conference, 2014

From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models.
Proceedings of the 3rd International Workshop on Big Data, 2014

2013
Density-based Kernel Scale estimation for Kernel clustering.
Proceedings of the 4th International Conference on Information, 2013

Toward a Fully Automatic Learner Modeling Based on Web Usage Mining with Respect to Educational Preferences and Learning Styles.
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013

2012
Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization.
Neurocomputing, 2012

Guest editorial: special issue on a decade of mining the Web.
Data Min. Knowl. Discov., 2012

Toward the Design of a Recommender System: Visual Clustering and Detecting Community Structure in a Web Usage Network.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Clustering Heterogeneous Data with Mutual Semi-supervision.
Proceedings of the String Processing and Information Retrieval, 2012

A Genetic Niching Algorithm with Self-Adaptating Operator Rates for Document Clustering.
Proceedings of the Eighth Latin American Web Congress, 2012

Clustering Heterogeneous Data Sets.
Proceedings of the Eighth Latin American Web Congress, 2012

Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream.
Proceedings of the 1st International Workshop on Big Data, 2012

A Semi-supervised Learning Framework to Cluster Mixed Data Types.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

On the Robustness of Kernel-Based Clustering.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Visual knowledge representation of conceptual semantic networks.
Social Netw. Analys. Mining, 2011

Extracting salient contour groups from cluttered solar images via Markov Random Fields.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Bow-tie decomposition in directed graphs.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Mining and tracking evolving web user trends from large web server logs.
Statistical Analysis and Data Mining, 2010

Personalized Search Based on a User-Centered Recommender Engine.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Multimodal Image Annotation Using Non-negative Matrix Factorization.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Evaluating usability and precision of visual search engine.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

Semantically Enriched Recommender Engine: A Novel Collaborative Filtering Approach Using "User-to-User Fast Xor Bit Operation".
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Evaluating a Cross-Language Semantically Enriched Search Engine.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

Augmented Ontology-Based Information Retrieval System with External Open Source Resources.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

Performance and Scalability Testing Methodology for a Semantic Personalized Search Engine.
Proceedings of the 2010 International Conference on Information & Knowledge Engineering, 2010

Principal Contour Extraction and Contour Classification to Detect Coronal Loops from the Solar Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Improving Recall and Precision of a Personalized Semantic Search Engine for E-learning.
Proceedings of the Fourth International Conference on Digital Society, 2010

On dynamic data clustering and visualization using swarm intelligence.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

A recommender system based on the collaborative behavior of bird flocks.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

NMF-based multimodal image indexing for querying by visual example.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Robust Clustering of Data Streams using Incremental Optimization.
Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, 2010

Multi-language Ontology-Based Search Engine.
Proceedings of the ACHI 2010, 2010

2009
Coronal loop detection from solar images.
Pattern Recognition, 2009

Metadata as seeds for building an ontology driven information fetrieval system.
Int. J. Hybrid Intell. Syst., 2009

Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval.
Educational Technology & Society, 2009

Profile-Based Focused Crawling for Social Media-Sharing Websites.
EURASIP J. Image and Video Processing, 2009

Exploiting Tags and Social Profiles to Improve Focused Crawling.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Online Evaluation of Patterns from Evolving Web Data Streams.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Automated Discovery, Categorization and Retrieval of Personalized Semantically Enriched E-learning Resources.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Visual Ontology-Based Information Retrieval System.
Proceedings of the 13th International Conference on Information Visualisation, 2009

How to Build an Ontology Driven Information Retrieval System.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009

Assessing the Legal Risks in Network Forensic Probing.
Proceedings of the Advances in Digital Forensics V, 2009

Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

Evaluating Multi-Model (Metadata-Semantic) Information Retrieval System.
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009

Multi-model Ontology-Based Hybrid Recommender System in E-learning Domain.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

Dual Representation of the Semantic User Profile for Personalized Web Search in an Evolving Domain.
Proceedings of the Social Semantic Web: Where Web 2.0 Meets Web 3.0, 2009

2008
A Web Usage Mining Framework for Mining Evolving User Profiles in Dynamic Web Sites.
IEEE Trans. Knowl. Data Eng., 2008

WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report.
SIGKDD Explorations, 2008

Web data mining: exploring hyperlinks, contents, and usage data.
SIGKDD Explorations, 2008

Mining search engine query logs for social filtering-based query recommendation.
Appl. Soft Comput., 2008

Metadata domain-knowledge driven search engine in "HyperManyMedia" E-learning resources.
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

Node-Based Probing and Monitoring to Investigate Use of Peer-to-Peer Technologies for Distribution of Contraband Material.
Proceedings of the Third International Workshop on Systematic Approaches to Digital Forensic Engineering, 2008

A Comparsion Study Between Generic and Metadata Search Engines in an E-learning Environment.
Proceedings of the 2008 International Conference on Information & Knowledge Engineering, 2008

Semantic Information Retrieval for Personalized E-Learning.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Profile-Based Focused Crawler for Social Media-Sharing Websites.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

An Incremental Hough Transform for Detecting Ellipses in Image Data Streams.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Simultaneous Clustering and Visualization of Web Usage Data Using Swarm-Based Intelligence.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Feature Exploration for Mining Coronal Loops from Solar Images.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Tile-based image visual codeword extraction for efficient indexing and retrieval.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval.
Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

Personalized cluster-based semantically enriched web search for e-learning.
Proceedings of the 2nd International Workshop on Ontologies and Information Systems for the Semantic Web, 2008

2007
WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report.
SIGKDD Explorations, 2007

Efficient Hybrid Web Recommendations Based on Markov Clickstream Models and Implicit Search.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Summarizing Evolving Data Streams using Dynamic Prefix Trees.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Performance of Recommendation Systems in Dynamic Streaming Environments.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Semantically enhanced user modeling.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

2006
A Multi-Layered and Multi-Faceted Framework for Mining Evolving Web Clickstreams.
Proceedings of the Adaptive and Personalized Semantic Web, 2006

WebKDD 2006: web mining and web usage analysis post-workshop report.
SIGKDD Explorations, 2006

A framework for mining evolving trends in Web data streams using dynamic learning and retrospective validation.
Computer Networks, 2006

Mining search engine query logs for query recommendation.
Proceedings of the 15th international conference on World Wide Web, 2006

Focused crawling: experiences in a real world project.
Proceedings of the 15th international conference on World Wide Web, 2006

Web Usage Mining in Noisy and Ambiguous Environments: Exploring the Role of Concept Hierarchies, Compression, and Robust User Profiles.
Proceedings of the From Web to Social Web: Discovering and Deploying User and Content Profiles, 2006

Robust Clustering for Tracking Noisy Evolving Data Streams.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Mining and Validating Localized Frequent Itemsets with Dynamic Tolerance.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Hybrid Query Session and Content-based Recommendations for Enhanced Search.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Collaborative filtering in dynamic usage environments.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

ECSAGO: Evolutionary Clustering with Self Adaptive Genetic Operators.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
WebKDD 2005: web mining and web usage analysis post-workshop report.
SIGKDD Explorations, 2005

Using retrieval measures to assess similarity in mining dynamic web clickstreams.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Eager Learning in Two-Stages for Precise and Complete Web Personalization.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
WebKDD 2004: web mining and web usage analysis post-workshop report.
SIGKDD Explorations, 2004

Unsupervised learning of prototypes and attribute weights.
Pattern Recognition, 2004

Accurate web recommendations based on profile-specific url-predictor neural networks.
Proceedings of the 13th international conference on World Wide Web, 2004

Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2004

RAIN: data clustering using randomized interactions between data points.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism.
Proceedings of the Genetic and Evolutionary Computation, 2004

Improved Niching and Encoding Strategies for Clustering Noisy Data Sets.
Proceedings of the Genetic and Evolutionary Computation, 2004

Network Intrusion Detection Using Genetic Clustering.
Proceedings of the Genetic and Evolutionary Computation, 2004

Anomaly detection based on unsupervised niche clustering with application to network intrusion detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
A New Gravitational Clustering Algorithm.
Proceedings of the Third SIAM International Conference on Data Mining, 2003

TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning.
Proceedings of the Genetic and Evolutionary Computation, 2003

Soft multiple expression and genetic redundancy: preliminary results for non-stationary function optimization.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

An intelligent Web recommendation engine based on fuzzy approximate reasoning.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Panel on computational intelligence for homeland defense and counterterrorism.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
An Evolutionary Approach to Mining Robust Multi-Resolution Web Profiles and Context Sensitive URL Associations.
International Journal of Computational Intelligence and Applications, 2002

One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns.
Proceedings of the Second SIAM International Conference on Data Mining, 2002

An Novel Artificial Immune System Approach to Robust Data Mining.
Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

2001
Low-complexity fuzzy relational clustering algorithms for Web mining.
IEEE Trans. Fuzzy Systems, 2001

2000
Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering.
International Journal on Artificial Intelligence Tools, 2000

1995
Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II.
IEEE Trans. Fuzzy Systems, 1995

Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. I.
IEEE Trans. Fuzzy Systems, 1995

1994
Fuzzy additive hybrid operators for network-based decision making.
Int. J. Intell. Syst., 1994

1993
The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves.
Pattern Recognition Letters, 1993

1992
The fuzzy c spherical shells algorithm: A new approach.
IEEE Trans. Neural Networks, 1992


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