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Journal Articles
- 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) - 2022
- [j34]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
A framework for unbiased explainable pairwise ranking for recommendation. Softw. Impacts 11: 100208 (2022) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 2007
- [j14]Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum:
WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. SIGKDD Explor. 9(2): 87-92 (2007) - 2006
- [j13]Olfa Nasraoui, Carlos Rojas, Cesar Cardona:
A framework for mining evolving trends in Web data streams using dynamic learning and retrospective validation. Comput. Networks 50(10): 1488-1512 (2006) - [j12]Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand:
WebKDD 2006: web mining and web usage analysis post-workshop report. SIGKDD Explor. 8(2): 84-89 (2006) - 2005
- [j11]Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu:
WebKDD 2005: web mining and web usage analysis post-workshop report. SIGKDD Explor. 7(2): 139-142 (2005) - 2004
- [j10]Hichem Frigui, Olfa Nasraoui:
Unsupervised learning of prototypes and attribute weights. Pattern Recognit. 37(3): 567-581 (2004) - [j9]Olfa Nasraoui, Bamshad Mobasher, Brij M. Masand, Bing Liu:
WebKDD 2004: web mining and web usage analysis post-workshop report. SIGKDD Explor. 6(2): 147-151 (2004) - 2002
- [j8]Olfa Nasraoui, Raghu Krishnapuram:
An Evolutionary Approach to Mining Robust Multi-Resolution Web Profiles and Context Sensitive URL Associations. Int. J. Comput. Intell. Appl. 2(3): 339-348 (2002) - 2001
- [j7]Raghu Krishnapuram, Anupam Joshi, Olfa Nasraoui, Liyu Yi:
Low-complexity fuzzy relational clustering algorithms for Web mining. IEEE Trans. Fuzzy Syst. 9(4): 595-607 (2001) - 2000
- [j6]Olfa Nasraoui, Hichem Frigui, Raghu Krishnapuram, Anupam Joshi:
Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering. Int. J. Artif. Intell. Tools 9(4): 509-526 (2000) - 1995
- [j5]Raghuram Krishnapuram, Hichem Frigui, Olfa Nasraoui:
Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. I. IEEE Trans. Fuzzy Syst. 3(1): 29-43 (1995) - [j4]Raghuram Krishnapuram, Hichem Frigui, Olfa Nasraoui:
Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II. IEEE Trans. Fuzzy Syst. 3(1): 44-60 (1995) - 1994
- [j3]James M. Keller, Raghu Krishnapuram, Zhihong Chen, Olfa Nasraoui:
Fuzzy additive hybrid operators for network-based decision making. Int. J. Intell. Syst. 9(11): 1001-1023 (1994) - 1993
- [j2]Raghu Krishnapuram, Hichem Frigui, Olfa Nasraoui:
The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves. Pattern Recognit. Lett. 14(7): 545-552 (1993) - 1992
- [j1]Raghu Krishnapuram, Olfa Nasraoui, Hichem Frigui:
The fuzzy c spherical shells algorithm: A new approach. IEEE Trans. Neural Networks 3(5): 663-671 (1992)
Conference and Workshop Papers
- 2024
- [c116]Cagla Acun, Ali Ashary, Dan O. Popa, Olfa Nasraoui:
Enhancing Robotic Grasp Failure Prediction Using A Pre-hoc Explainability Framework. CASE 2024: 1993-1998 - 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 - 2022
- [c113]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. KDD 2022: 273-282 - 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 - 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 - 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 - 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 - 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
- [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 - 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
- [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
- [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
- [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
- [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 - 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 - 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 - 2007
- [c36]Palakorn Achananuparp, Hyoil Han, Olfa Nasraoui, Roberta Johnson:
Semantically enhanced user modeling. SAC 2007: 1335-1339 - [c35]Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. González:
Performance of Recommendation Systems in Dynamic Streaming Environments. SDM 2007: 569-574 - [c34]Carlos Rojas, Olfa Nasraoui:
Summarizing Evolving Data Streams using Dynamic Prefix Trees. Web Intelligence 2007: 221-227 - [c33]Zhiyong Zhang, Olfa Nasraoui:
Efficient Hybrid Web Recommendations Based on Markov Clickstream Models and Implicit Search. Web Intelligence 2007: 621-627 - 2006
- [c32]Olfa Nasraoui, Suchandra Goswami:
Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance. ADMA 2006: 80-91 - [c31]Elizabeth León, Olfa Nasraoui, Jonatan Gómez:
ECSAGO: Evolutionary Clustering with Self Adaptive Genetic Operators. IEEE Congress on Evolutionary Computation 2006: 1768-1775 - [c30]Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. González:
Collaborative filtering in dynamic usage environments. CIKM 2006: 794-795 - [c29]Zhiyong Zhang, Olfa Nasraoui:
Hybrid Query Session and Content-based Recommendations for Enhanced Search. FUZZ-IEEE 2006: 2068-2074 - [c28]Olfa Nasraoui, Suchandra Goswami:
Mining and Validating Localized Frequent Itemsets with Dynamic Tolerance. SDM 2006: 579-583 - [c27]Olfa Nasraoui, Carlos Rojas:
Robust Clustering for Tracking Noisy Evolving Data Streams. SDM 2006: 619-623 - [c26]Olfa Nasraoui, Esin Saka:
Web Usage Mining in Noisy and Ambiguous Environments: Exploring the Role of Concept Hierarchies, Compression, and Robust User Profiles. WebMine 2006: 82-101 - [c25]Zhiyong Zhang, Olfa Nasraoui:
Mining search engine query logs for query recommendation. WWW 2006: 1039-1040 - [c24]Antonio Badia, Tulay Muezzinoglu, Olfa Nasraoui:
Focused crawling: experiences in a real world project. WWW 2006: 1043-1044 - 2005
- [c23]Olfa Nasraoui, Mrudula Pavuluri:
Eager Learning in Two-Stages for Precise and Complete Web Personalization. FUZZ-IEEE 2005: 1026-1031 - [c22]Olfa Nasraoui, Cesar Cardona, Carlos Rojas:
Using retrieval measures to assess similarity in mining dynamic web clickstreams. KDD 2005: 439-448 - 2004
- [c21]Elizabeth León, Olfa Nasraoui, Jonatan Gómez:
Anomaly detection based on unsupervised niche clustering with application to network intrusion detection. IEEE Congress on Evolutionary Computation 2004: 502-508 - [c20]Elizabeth León, Olfa Nasraoui, Jonatan Gómez:
Network Intrusion Detection Using Genetic Clustering. GECCO (2) 2004: 1312-1313 - [c19]Olfa Nasraoui, Elizabeth León:
Improved Niching and Encoding Strategies for Clustering Noisy Data Sets. GECCO (2) 2004: 1324-1325 - [c18]Olfa Nasraoui, Carlos Rojas, Cesar Cardona:
Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism. GECCO (1) 2004: 1401-1413 - [c17]Jonatan Gómez, Olfa Nasraoui, Elizabeth León:
RAIN: data clustering using randomized interactions between data points. ICMLA 2004: 250-255 - [c16]Olfa Nasraoui, Mrudula Pavuluri:
Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors. WebKDD 2004: 56-72 - [c15]Olfa Nasraoui, Mrudula Pavuluri:
A Context Ultra-Sensitive Approach to High Quality Web Recommendations based on Web Usage Mining and Neural Network Committees. WebDyn@WWW 2004: 32-41 - [c14]Olfa Nasraoui, Cesar Cardona, Carlos Rojas:
Mining Evolving Web Clickstreams with Explicit Retrieval Similarity Measures. WebDyn@WWW 2004: 42-51 - [c13]Olfa Nasraoui, Mrudula Pavuluri:
Accurate web recommendations based on profile-specific url-predictor neural networks. WWW (Alternate Track Papers & Posters) 2004: 300-301 - 2003
- [c12]Olfa Nasraoui, Carlos Rojas, Cesar Cardona, Dipankar Dasgupta:
Soft multiple expression and genetic redundancy: preliminary results for non-stationary function optimization. FUZZ-IEEE 2003: 137-142 - [c11]Olfa Nasraoui, Chris Petenes:
An intelligent Web recommendation engine based on fuzzy approximate reasoning. FUZZ-IEEE 2003: 1116-1121 - [c10]Anupam Joshi, James M. Keller, Olfa Nasraoui:
Panel on computational intelligence for homeland defense and counterterrorism. FUZZ-IEEE 2003: 1485-1486 - [c9]Olfa Nasraoui, Fabio A. González, Cesar Cardona, Carlos Rojas, Dipankar Dasgupta:
A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning. GECCO 2003: 219-230 - [c8]Olfa Nasraoui, Cesar Cardona Uribe, Carlos Rojas Coronel, Fabio A. González:
TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model. ICDM 2003: 235-242 - [c7]Jonatan Gómez, Dipankar Dasgupta, Olfa Nasraoui:
A New Gravitational Clustering Algorithm. SDM 2003: 83-94 - 2002
- [c6]Olfa Nasaroui, Fabio Gonzalez, Dipankar Dasgupta:
The fuzzy artificial immune system: motivations, basic concepts, and application to clustering and Web profiling. FUZZ-IEEE 2002: 711-716 - [c5]Hichem Frigui, Olfa Nasraoui:
Simultaneous categorization of text documents and identification of cluster-dependent keywords. FUZZ-IEEE 2002: 1108-1113 - [c4]Olfa Nasraoui, Dipankar Dasgupta, Fabio A. González:
An Novel Artificial Immune System Approach to Robust Data Mining. GECCO Late Breaking Papers 2002: 356-363 - [c3]Olfa Nasraoui, Raghu Krishnapuram:
One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns. SDM 2002: 531-547 - 2000
- [c2]Hichem Frigui, Olfa Nasraoui:
Simultaneous clustering and attribute discrimination. FUZZ-IEEE 2000: 158-163 - [c1]Olfa Nasraoui, Raghu Krishnapuram:
A novel approach to unsupervised robust clustering using genetic niching. FUZZ-IEEE 2000: 170-175
Parts in Books or Collections
- 2018
- [p3]Behnoush Abdollahi, Olfa Nasraoui:
Transparency in Fair Machine Learning: the Case of Explainable Recommender Systems. Human and Machine Learning 2018: 21-35 - 2008
- [p2]Olfa Nasraoui, Maha Soliman:
Market-Based Profile Infrastructure. Next Generation of Data Mining 2008 - 2006
- [p1]Olfa Nasraoui:
A Multi-Layered and Multi-Faceted Framework for Mining Evolving Web Clickstreams. Adaptive and Personalized Semantic Web 2006: 11-35
Editorship
- 2016
- [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] - 2009
- [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] - 2007
- [e4]Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand:
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. Lecture Notes in Computer Science 4811, Springer 2007, ISBN 978-3-540-77484-6 [contents] - 2006
- [e3]Bamshad Mobasher, Olfa Nasraoui, Bing Liu, Brij M. Masand:
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. Lecture Notes in Computer Science 3932, Springer 2006, ISBN 978-3-540-47127-1 [contents] - [e2]Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu:
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. Lecture Notes in Computer Science 4198, Springer 2006, ISBN 3-540-46346-1 [contents] - 2004
- [e1]Mehmed M. Kantardzic, Mariofanna G. Milanova, Olfa Nasraoui:
Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA. IEEE Computer Society 2004, ISBN 0-7803-8823-2 [contents]
Informal and Other Publications
- 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
- [i9]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers. CoRR abs/2301.09210 (2023) - 2021
- [i8]Khalil Damak, Sami Khenissi, Olfa Nasraoui:
Debiased Explainable Pairwise Ranking from Implicit Feedback. CoRR abs/2107.14768 (2021) - 2020
- [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) - 2019
- [i4]Khalil Damak, Olfa Nasraoui:
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. CoRR abs/1907.01640 (2019) - 2016
- [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)
Coauthor Index
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