Olfa Nasraoui

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

PaRIS: Polarization-aware Recommender Interactive System.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Online Misinformation- and Harm-Aware Recommender Systems co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

2020

Modeling and Counteracting Exposure Bias in Recommender Systems.

[BibT_eX]

[DOI]

Sami Khenissi

CoRR, 2020

An Explainable Autoencoder For Collaborative Filtering Recommendation.

[BibT_eX]

[DOI]

Pegah Sagheb Haghighi

Olurotimi Seton

CoRR, 2020

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

[BibT_eX]

[DOI]

Sami Khenissi

Mariem Boujelbene

Christopher Kevin Robinson

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Robot Failure Mode Prediction with Explainable Machine Learning.

[BibT_eX]

[DOI]

Aneseh Alvanpour

Sumit Kumar Das

Dan O. Popa

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

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

[BibT_eX]

[DOI]

Khalil Damak

CoRR, 2019

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

[BibT_eX]

[DOI]

Mohammad Alshammari

William Scott Sanders

IEEE Access, 2019

Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Augmented Semantic Explanations for Collaborative Filtering Recommendations.

[BibT_eX]

[DOI]

Mohammad Alshammari

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2018

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

[BibT_eX]

[DOI]

Proceedings of the Human and Machine Learning, 2018

A case study for intelligent event recommendation.

[BibT_eX]

[DOI]

Faezeh Tafazzoli

Int. J. Data Sci. Anal., 2018

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

[BibT_eX]

[DOI]

Wenlong Sun

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

PrCP: Pre-recommendation Counter-Polarization.

[BibT_eX]

[DOI]

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

A Semantically Aware Explainable Recommender System using Asymmetric Matrix Factorization.

[BibT_eX]

[DOI]

Mohammad Alshammari

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

Cross-Domain Hashtag Recommendation and Story Revelation in Social Media.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Using Explainability for Constrained Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Unifying recommendation and active learning for human-algorithm interactions.

[BibT_eX]

[DOI]

Scott Cheng-Hsin Yang

Jake Alden Whritner

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Clustering Data Streams with Adaptive Forgetting.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ehsan Hosseini-Asl

Jacek M. Zurada

IEEE Trans. Neural Networks Learn. Syst., 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Explainable Restricted Boltzmann Machines for Collaborative Filtering.

[BibT_eX]

[DOI]

CoRR, 2016

Building a glaucoma interaction network using a text mining approach.

[BibT_eX]

[DOI]

Maha Soliman

Nigel G. F. Cooper

BioData Min., 2016

Explainable Matrix Factorization for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

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

[BibT_eX]

[DOI]

William Scott Sanders

Proceedings of the 7th 2016 International Conference on Social Media & Society, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

A Bilingual Semantic Network of Computing Concepts.

[BibT_eX]

[DOI]

Evgeniy Khenner

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.

[BibT_eX]

[DOI]

Svetlana Chuprina

Igor Postanogov

Proceedings of the International Conference on Computational Science 2016, 2016

Compartmentalized adaptive topic mining on social media streams.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

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

[BibT_eX]

[DOI]

Maha Soliman

Nigel G. F. Cooper

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Science Conference, 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Big Data, 2014

2013

Density-based Kernel Scale estimation for Kernel clustering.

[BibT_eX]

[DOI]

Sofiane Sellah

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.

[BibT_eX]

[DOI]

Mohamed Koutheaïr Khribi

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.

[BibT_eX]

[DOI]

Neurocomputing, 2012

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

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

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

[BibT_eX]

[DOI]

Rong Yang

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Clustering Heterogeneous Data with Mutual Semi-supervision.

[BibT_eX]

[DOI]

Proceedings of the String Processing and Information Retrieval, 2012

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

[BibT_eX]

[DOI]

Elizabeth León

Jonatan Gómez

Proceedings of the Eighth Latin American Web Congress, 2012

Clustering Heterogeneous Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Eighth Latin American Web Congress, 2012

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

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Big Data, 2012

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

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2012

A Semi-supervised Learning Framework to Cluster Mixed Data Types.

[BibT_eX]

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.

[BibT_eX]

[DOI]

Jonatan Gómez

Elizabeth León-Guzmán

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

On the Robustness of Kernel-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011

Visual knowledge representation of conceptual semantic networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2011

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

[BibT_eX]

[DOI]

Nurcan Durak

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Bow-tie decomposition in directed graphs.

[BibT_eX]

[DOI]

Rong Yang

Proceedings of the 14th International Conference on Information Fusion, 2011

2010

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

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2010

Personalized Search Based on a User-Centered Recommender Engine.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Multimodal Image Annotation Using Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Evaluating usability and precision of visual search engine.

[BibT_eX]

[DOI]

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".

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Evaluating a Cross-Language Semantically Enriched Search Engine.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

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

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

Performance and Scalability Testing Methodology for a Semantic Personalized Search Engine.

[BibT_eX]

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.

[BibT_eX]

[DOI]

Nurcan Durak

Proceedings of the 20th International Conference on Pattern Recognition, 2010

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

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Digital Society, 2010

On dynamic data clustering and visualization using swarm intelligence.

[BibT_eX]

[DOI]

Esin Saka

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.

[BibT_eX]

[DOI]

Esin Saka

Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

NMF-based multimodal image indexing for querying by visual example.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators.

[BibT_eX]

[DOI]

Elizabeth León

Jonatan Gómez

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Robust Clustering of Data Streams using Incremental Optimization.

[BibT_eX]

[DOI]

Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, 2010

Multi-language Ontology-Based Search Engine.

[BibT_eX]

[DOI]

Proceedings of the ACHI 2010, 2010

2009

Coronal loop detection from solar images.

[BibT_eX]

[DOI]

Nurcan Durak

Joan Schmelz

Pattern Recognit., 2009

Metadata as seeds for building an ontology driven information fetrieval system.

[BibT_eX]

[DOI]

Int. J. Hybrid Intell. Syst., 2009

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

[BibT_eX]

[DOI]

Mohamed Koutheaïr Khribi

Mohamed Jemni

J. Educ. Technol. Soc., 2009

Profile-Based Focused Crawling for Social Media-Sharing Websites.

[BibT_eX]

[DOI]

Zhiyong Zhang

EURASIP J. Image Video Process., 2009

Exploiting Tags and Social Profiles to Improve Focused Crawling.

[BibT_eX]

[DOI]

Zhiyong Zhang

Roelof van Zwol

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Online Evaluation of Patterns from Evolving Web Data Streams.

[BibT_eX]

[DOI]

Carlos Rojas

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.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Visual Ontology-Based Information Retrieval System.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Information Visualisation, 2009

How to Build an Ontology Driven Information Retrieval System.

[BibT_eX]

Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009

Assessing the Legal Risks in Network Forensic Probing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Digital Forensics V, 2009

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

[BibT_eX]

[DOI]

Mohamed Koutheaïr Khribi

Mohamed Jemni

Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

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

[BibT_eX]

Proceedings of the 2009 International Conference on Artificial Intelligence, 2009

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

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

[BibT_eX]

[DOI]

SIGKDD Explor., 2008

Web data mining: exploring hyperlinks, contents, and usage data.

[BibT_eX]

[DOI]

SIGKDD Explor., 2008

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

[BibT_eX]

[DOI]

Zhiyong Zhang

Appl. Soft Comput., 2008

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

Proceedings of the 2008 International Conference on Information & Knowledge Engineering, 2008

Semantic Information Retrieval for Personalized E-Learning.

[BibT_eX]

[DOI]