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2020 – today
- 2024
[i10]Kyle Dylan Spurlock, Cagla Acun, Esin Saka, Olfa Nasraoui
:
ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback. CoRR abs/2401.03605 (2024)- 2023
- [j37]Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui:
Interpretable Multi-Criteria ABC Analysis Based on Semi-Supervised Clustering and Explainable Artificial Intelligence. IEEE Access 11: 43778-43792 (2023) - [j36]Scott Cheng-Hsin Yang, Chirag Rank, Jake Alden Whritner, Olfa Nasraoui, Patrick Shafto:
Human Variability and the Explore-Exploit Trade-Off in Recommendation. Cogn. Sci. 47(4) (2023) - [j35]Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui:
An Explainable Artificial Intelligence Approach for Multi-Criteria ABC Item Classification. J. Theor. Appl. Electron. Commer. Res. 18(2): 848-866 (2023) - [c115]Olurotimi Seton, Pegah Sagheb Haghighi, Mohammad Alshammari, Olfa Nasraoui:
Enhancing Explainable Matrix Factorization with Tags for Multi-Style Explanations. KDIR 2023: 75-85 - [c114]Cagla Acun, Olfa Nasraoui:
In-Training Explainability Frameworks: A Method to Make Black-Box Machine Learning Models More Explainable. WI/IAT 2023: 230-237 - [i9]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. CoRR abs/2301.09210 (2023) - 2022
- [j34]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
A framework for unbiased explainable pairwise ranking for recommendation. Softw. Impacts 11: 100208 (2022) - [c113]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. KDD 2022: 273-282 - 2021
- [j33]Khalil Damak, Olfa Nasraoui, William Scott Sanders:
Sequence-Based Explainable Hybrid Song Recommendation. Frontiers Big Data 4: 693494 (2021) - [j32]Joseph Alejandro Gallego, Fabio A. González, Olfa Nasraoui:
Robust kernels for robust location estimation. Neurocomputing 429: 174-186 (2021) - [c112]Wenlong Sun, Olfa Nasraoui:
User Polarization Aware Matrix Factorization for Recommendation Systems. OHARS@RecSys 2021: 58-67 - [c111]Mahsa Badami, Olfa Nasraoui:
PaRIS: Polarization-aware Recommender Interactive System. OHARS@RecSys 2021: 68-75 - [c110]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
Debiased Explainable Pairwise Ranking from Implicit Feedback. RecSys 2021: 321-331 - [i8]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
Debiased Explainable Pairwise Ranking from Implicit Feedback. CoRR abs/2107.14768 (2021) - 2020
- [c109]Aneseh Alvanpour, Sumit Kumar Das, Christopher Kevin Robinson, Olfa Nasraoui, Dan O. Popa:
Robot Failure Mode Prediction with Explainable Machine Learning. CASE 2020: 61-66 - [c108]Sami Khenissi, Mariem Boujelbene, Olfa Nasraoui:
Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System. RecSys 2020: 348-357 - [i7]Pegah Sagheb Haghighi, Olurotimi Seton, Olfa Nasraoui:
An Explainable Autoencoder For Collaborative Filtering Recommendation. CoRR abs/2001.04344 (2020) - [i6]Sami Khenissi, Olfa Nasraoui:
Modeling and Counteracting Exposure Bias in Recommender Systems. CoRR abs/2001.04832 (2020) - [i5]Sami Khenissi, Mariem Boujelbene, Olfa Nasraoui:
Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender System. CoRR abs/2008.13526 (2020)
2010 – 2019
- 2019
- [j31]Mohammad Alshammari, Olfa Nasraoui, William Scott Sanders:
Mining Semantic Knowledge Graphs to Add Explainability to Black Box Recommender Systems. IEEE Access 7: 110563-110579 (2019) - [c107]Mohammad Alshammari, Olfa Nasraoui:
Augmented Semantic Explanations for Collaborative Filtering Recommendations. KDIR 2019: 83-88 - [c106]Wenlong Sun, Sami Khenissi, Olfa Nasraoui, Patrick Shafto:
Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering. WWW (Companion Volume) 2019: 645-651 - [i4]Khalil Damak, Olfa Nasraoui:
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. CoRR abs/1907.01640 (2019) - 2018
- [j30]Mahsa Badami, Faezeh Tafazzoli, Olfa Nasraoui:
A case study for intelligent event recommendation. Int. J. Data Sci. Anal. 5(4): 249-268 (2018) - [c105]Mahsa Badami, Olfa Nasraoui:
Cross-Domain Hashtag Recommendation and Story Revelation in Social Media. IEEE BigData 2018: 4294-4303 - [c104]Wenlong Sun, Olfa Nasraoui, Patrick Shafto:
Iterated Algorithmic Bias in the Interactive Machine Learning Process of Information Filtering. KDIR 2018: 108-116 - [c103]Mohammad Alshammari, Olfa Nasraoui, Behnoush Abdollahi:
A Semantically Aware Explainable Recommender System using Asymmetric Matrix Factorization. KDIR 2018: 266-271 - [c102]Mahsa Badami, Olfa Nasraoui, Patrick Shafto:
PrCP: Pre-recommendation Counter-Polarization. KDIR 2018: 280-287 - [p3]Behnoush Abdollahi, Olfa Nasraoui:
Transparency in Fair Machine Learning: the Case of Explainable Recommender Systems. Human and Machine Learning 2018: 21-35 - 2017
- [c101]Gopi Chand Nutakki, Olfa Nasraoui:
Clustering Data Streams with Adaptive Forgetting. BigData Congress 2017: 494-497 - [c100]Mahsa Badami, Olfa Nasraoui, Wenlong Sun, Patrick Shafto:
Detecting polarization in ratings: An automated pipeline and a preliminary quantification on several benchmark data sets. IEEE BigData 2017: 2682-2690 - [c99]Scott Cheng-Hsin Yang, Jake Alden Whritner, Olfa Nasraoui, Patrick Shafto:
Unifying recommendation and active learning for human-algorithm interactions. CogSci 2017 - [c98]Behnoush Abdollahi, Olfa Nasraoui:
Using Explainability for Constrained Matrix Factorization. RecSys 2017: 79-83 - 2016
- [j29]Maha Soliman, Olfa Nasraoui, Nigel G. F. Cooper:
Building a glaucoma interaction network using a text mining approach. BioData Min. 9: 17 (2016) - [j28]Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui:
Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2486-2498 (2016) - [c97]Maha Soliman, Olfa Nasraoui, Nigel G. F. Cooper:
Analysis and visualization of a literature-mined glaucoma gene interaction network. ASONAM 2016: 669-676 - [c96]Gopi Chand Nutakki, Olfa Nasraoui:
Compartmentalized adaptive topic mining on social media streams. IEEE BigData 2016: 992-997 - [c95]Svetlana Chuprina, Igor Postanogov, Olfa Nasraoui:
Ontology Based Data Access Methods to Teach Students to Transform Traditional Information Systems and Simplify Decision Making Process. ICCS 2016: 1801-1811 - [c94]Evgeniy Khenner, Olfa Nasraoui:
A Bilingual Semantic Network of Computing Concepts. ICCS 2016: 2392-2396 - [c93]Patrick Shafto, Olfa Nasraoui:
Human-Recommender Systems: From Benchmark Data to Benchmark Cognitive Models. RecSys 2016: 127-130 - [c92]William Scott Sanders, Gopi Chand Nutakki, Olfa Nasraoui:
Testing the Application of Warranting Theory to Online Third Party Marketplaces: The Effects of Information Uniqueness and Product Type. SMSociety 2016: 16:1-16:7 - [c91]Behnoush Abdollahi, Olfa Nasraoui:
Explainable Matrix Factorization for Collaborative Filtering. WWW (Companion Volume) 2016: 5-6 - [e6]Rim Jallouli, Olfa Nasraoui, Mohamed Anis Bach Tobji, Rym Srarfi Tabbane, Rhouma Rhouma:
International Conference on Digital Economy, ICDEc 2016, Carthage, Tunisia, April 28-30, 2016. IEEE 2016, ISBN 978-1-5090-2230-4 [contents] - [i3]Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui:
Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints. CoRR abs/1601.02733 (2016) - [i2]Behnoush Abdollahi, Olfa Nasraoui:
Explainable Restricted Boltzmann Machines for Collaborative Filtering. CoRR abs/1606.07129 (2016) - [i1]Olfa Nasraoui, Patrick Shafto:
Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework. CoRR abs/1608.07895 (2016) - 2015
- [c90]Leyla Zhuhadar, Bryan Carson, Jerry Daday, Olfa Nasraoui:
A Universal Design Infrastructure for Multimodal Presentation of Materials in STEM Programs: Universal Design. WWW (Companion Volume) 2015: 569-574 - 2014
- [j27]Jonatan Gómez, Elizabeth León, Olfa Nasraoui, Fabián Giraldo:
The Parameter-less Randomized Gravitational Clustering algorithm with online clusters' structure characterization. Prog. Artif. Intell. 2(4): 217-236 (2014) - [c89]Basheer Hawwash, Olfa Nasraoui:
From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models. BigMine 2014: 182-197 - [c88]Behnoush Abdollahi, Olfa Nasraoui:
A cross-modal warm-up solution for the cold-start problem in collaborative filtering recommender systems. WebSci 2014: 257-258 - [c87]Gopi Chand Nutakki, Olfa Nasraoui:
Online sentiment-based topic modeling for continuous data streams. WebSci 2014: 259-260 - [c86]Gopi Chand Nutakki, Olfa Nasraoui, Behnoush Abdollahi, Mahsa Badami, Wenlong Sun:
Distributed LDA-based Topic Modeling and Topic Agglomeration in a Latent Space. SNOW-DC@WWW 2014: 17-24 - 2013
- [c85]Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui, Sabine Graf, Kinshuk:
Toward a Fully Automatic Learner Modeling Based on Web Usage Mining with Respect to Educational Preferences and Learning Styles. ICALT 2013: 403-407 - [c84]Sofiane Sellah, Olfa Nasraoui:
Density-based Kernel Scale estimation for Kernel clustering. IISA 2013: 1-4 - 2012
- [j26]Myra Spiliopoulou, Bamshad Mobasher, Olfa Nasraoui, Osmar R. Zaïane:
Guest editorial: special issue on a decade of mining the Web. Data Min. Knowl. Discov. 24(3): 473-477 (2012) - [j25]Juan C. Caicedo, Jaafar Ben-Abdallah, Fabio A. González, Olfa Nasraoui:
Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization. Neurocomputing 76(1): 50-60 (2012) - [c83]Fabio A. González, José David Bermeo, Laura Ramos, Olfa Nasraoui:
On the Robustness of Kernel-Based Clustering. CIARP 2012: 122-129 - [c82]Jonatan Gómez, Elizabeth León-Guzmán, Olfa Nasraoui:
Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm. IBERAMIA 2012: 51-60 - [c81]Artur Abdullin, Olfa Nasraoui:
A Seed-Based Inter-Domain Supervised Framework to Cluster Mixed Data Types. IC3K 2012: 37-52 - [c80]Artur Abdullin, Olfa Nasraoui:
A Semi-supervised Learning Framework to Cluster Mixed Data Types. KDIR 2012: 45-54 - [c79]Basheer Hawwash, Olfa Nasraoui:
Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream. BigMine 2012: 109-117 - [c78]Artur Abdullin, Olfa Nasraoui:
Clustering Heterogeneous Data Sets. LA-WEB 2012: 1-8 - [c77]Elizabeth León, Jonatan Gómez, Olfa Nasraoui:
A Genetic Niching Algorithm with Self-Adaptating Operator Rates for Document Clustering. LA-WEB 2012: 79-86 - [c76]Artur Abdullin, Olfa Nasraoui:
Clustering Heterogeneous Data with Mutual Semi-supervision. SPIRE 2012: 18-29 - [c75]Leyla Zhuhadar, Rong Yang, Olfa Nasraoui:
Toward the Design of a Recommender System: Visual Clustering and Detecting Community Structure in a Web Usage Network. Web Intelligence 2012: 354-361 - 2011
- [j24]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Rong Yang:
Visual knowledge representation of conceptual semantic networks. Soc. Netw. Anal. Min. 1(3): 219-229 (2011) - [c74]Rong Yang, Leyla Zhuhadar, Olfa Nasraoui:
Bow-tie decomposition in directed graphs. FUSION 2011: 1-5 - [c73]Nurcan Durak, Olfa Nasraoui:
Extracting salient contour groups from cluttered solar images via Markov Random Fields. ICIP 2011: 2825-2828 - 2010
- [j23]Basheer Hawwash, Olfa Nasraoui:
Mining and tracking evolving web user trends from large web server logs. Stat. Anal. Data Min. 3(2): 106-125 (2010) - [c72]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero:
Multi-language Ontology-Based Search Engine. ACHI 2010: 13-18 - [c71]Basheer Hawwash, Olfa Nasraoui:
Robust Clustering of Data Streams using Incremental Optimization. AMW 2010 - [c70]Elizabeth León, Olfa Nasraoui, Jonatan Gómez:
Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c69]Fabio A. González, Juan C. Caicedo, Olfa Nasraoui, Jaafar Ben-Abdallah:
NMF-based multimodal image indexing for querying by visual example. CIVR 2010: 366-373 - [c68]Esin Saka, Olfa Nasraoui:
A recommender system based on the collaborative behavior of bird flocks. CollaborateCom 2010: 1-10 - [c67]Esin Saka, Olfa Nasraoui:
On dynamic data clustering and visualization using swarm intelligence. ICDE Workshops 2010: 337-340 - [c66]Olfa Nasraoui, Leyla Zhuhadar:
Improving Recall and Precision of a Personalized Semantic Search Engine for E-learning. ICDS 2010: 216-221 - [c65]Nurcan Durak, Olfa Nasraoui:
Principal Contour Extraction and Contour Classification to Detect Coronal Loops from the Solar Images. ICPR 2010: 2403-2406 - [c64]Leyla Zhuhadar, Olfa Nasraoui:
Performance and Scalability Testing Methodology for a Semantic Personalized Search Engine. IKE 2010: 459-465 - [c63]Leyla Zhuhadar, Olfa Nasraoui:
Augmented Ontology-Based Information Retrieval System with External Open Source Resources. ITNG 2010: 144-149 - [c62]Leyla Zhuhadar, Olfa Nasraoui:
Evaluating a Cross-Language Semantically Enriched Search Engine. ITNG 2010: 1074-1079 - [c61]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt:
Semantically Enriched Recommender Engine: A Novel Collaborative Filtering Approach Using "User-to-User Fast Xor Bit Operation". ICSC 2010: 349-352 - [c60]Leyla Zhuhadar, Olfa Nasraoui:
Evaluating usability and precision of visual search engine. SpringSim 2010: 239 - [c59]Jaafar Ben-Abdallah, Juan C. Caicedo, Fabio A. González, Olfa Nasraoui:
Multimodal Image Annotation Using Non-negative Matrix Factorization. Web Intelligence 2010: 128-135 - [c58]Leyla Zhuhadar, Olfa Nasraoui:
Personalized Search Based on a User-Centered Recommender Engine. Web Intelligence 2010: 200-203
2000 – 2009
- 2009
- [j22]Zhiyong Zhang, Olfa Nasraoui:
Profile-Based Focused Crawling for Social Media-Sharing Websites. EURASIP J. Image Video Process. 2009 (2009) - [j21]Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui:
Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval. J. Educ. Technol. Soc. 12(4): 30-42 (2009) - [j20]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero:
Metadata as seeds for building an ontology driven information fetrieval system. Int. J. Hybrid Intell. Syst. 6(3): 169-186 (2009) - [j19]Nurcan Durak, Olfa Nasraoui, Joan Schmelz:
Coronal loop detection from solar images. Pattern Recognit. 42(11): 2481-2491 (2009) - [c57]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt:
Dual Representation of the Semantic User Profile for Personalized Web Search in an Evolving Domain. AAAI Spring Symposium: Social Semantic Web: Where Web 2.0 Meets Web 3.0 2009: 84- - [c56]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero:
Multi-model Ontology-Based Hybrid Recommender System in E-learning Domain. Web Intelligence/IAT Workshops 2009: 91-95 - [c55]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero:
Evaluating Multi-Model (Metadata-Semantic) Information Retrieval System. IC-AI 2009: 125-130 - [c54]Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui:
Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems. ICALT 2009: 642-644 - [c53]Michael Losavio, Olfa Nasraoui, Vincent Thacker, Jeffrey S. Marean, Nick Miles, Roman V. Yampolskiy, Ibrahim N. Imam:
Assessing the Legal Risks in Network Forensic Probing. IFIP Int. Conf. Digital Forensics 2009: 255-266 - [c52]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero:
How to Build an Ontology Driven Information Retrieval System. IKE 2009: 80-85 - [c51]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt:
Visual Ontology-Based Information Retrieval System. IV 2009: 419-426 - [c50]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt, Elizabeth Romero:
Automated Discovery, Categorization and Retrieval of Personalized Semantically Enriched E-learning Resources. ICSC 2009: 414-419 - [c49]Zhiyong Zhang, Olfa Nasraoui, Roelof van Zwol:
Exploiting Tags and Social Profiles to Improve Focused Crawling. Web Intelligence 2009: 136-139 - [c48]Carlos Rojas, Olfa Nasraoui:
Online Evaluation of Patterns from Evolving Web Data Streams. Web Intelligence 2009: 315-318 - [e5]Haizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen:
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. Lecture Notes in Computer Science 5439, Springer 2009, ISBN 978-3-642-00527-5 [contents] - 2008
- [j18]Zhiyong Zhang, Olfa Nasraoui:
Mining search engine query logs for social filtering-based query recommendation. Appl. Soft Comput. 8(4): 1326-1334 (2008) - [j17]Olfa Nasraoui:
Web data mining: exploring hyperlinks, contents, and usage data. SIGKDD Explor. 10(2): 23-25 (2008) - [j16]Olfa Nasraoui, Myra Spiliopoulou, Osmar R. Zaïane, Jaideep Srivastava, Bamshad Mobasher:
WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report. SIGKDD Explor. 10(2): 78-83 (2008) - [j15]Olfa Nasraoui, Maha Soliman, Esin Saka, Antonio Badia, Richard Germain:
A Web Usage Mining Framework for Mining Evolving User Profiles in Dynamic Web Sites. IEEE Trans. Knowl. Data Eng. 20(2): 202-215 (2008) - [c47]Leyla Zhuhadar, Olfa Nasraoui:
Personalized cluster-based semantically enriched web search for e-learning. ONISW 2008: 105-112 - [c46]Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui:
Automatic Recommendations for E-Learning Personalization Based on Web Usage Mining Techniques and Information Retrieval. ICALT 2008: 241-245 - [c45]Zhiyong Zhang, Olfa Nasraoui:
Tile-based image visual codeword extraction for efficient indexing and retrieval. ICPR 2008: 1-4 - [c44]Sofiane Sellah, Olfa Nasraoui:
An Incremental Hough Transform for Detecting Ellipses in Image Data Streams. ICTAI (2) 2008: 45-48 - [c43]Zhiyong Zhang, Olfa Nasraoui:
Profile-Based Focused Crawler for Social Media-Sharing Websites. ICTAI (1) 2008: 317-324 - [c42]Leyla Zhuhadar, Olfa Nasraoui:
Semantic Information Retrieval for Personalized E-Learning. ICTAI (1) 2008: 364-368 - [c41]Esin Saka, Olfa Nasraoui:
Simultaneous Clustering and Visualization of Web Usage Data Using Swarm-Based Intelligence. ICTAI (1) 2008: 539-546 - [c40]Nurcan Durak, Olfa Nasraoui:
Feature Exploration for Mining Coronal Loops from Solar Images. ICTAI (1) 2008: 547-550 - [c39]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt:
A Comparsion Study Between Generic and Metadata Search Engines in an E-learning Environment. IKE 2008: 500-505 - [c38]Olfa Nasraoui, Deborah W. Keeling, Adel Elmaghraby, George Higgins, Michael Losavio:
Node-Based Probing and Monitoring to Investigate Use of Peer-to-Peer Technologies for Distribution of Contraband Material. SADFE 2008: 135-140 - [c37]Leyla Zhuhadar, Olfa Nasraoui, Robert Wyatt:
Metadata domain-knowledge driven search engine in "HyperManyMedia" E-learning resources. CSTST 2008: 363-370 - [p2]Olfa Nasraoui, Maha Soliman:
Market-Based Profile Infrastructure. Next Generation of Data Mining 2008 - 2007
- [j14]