| Year |
Citation |
Score |
| 2020 |
Sun W, Nasraoui O, Shafto P. Evolution and impact of bias in human and machine learning algorithm interaction. Plos One. 15: e0235502. PMID 32790666 DOI: 10.1371/Journal.Pone.0235502 |
0.305 |
|
| 2019 |
Alshammari M, Nasraoui O, Sanders S. Mining Semantic Knowledge Graphs to Add Explainability to Black Box Recommender Systems Ieee Access. 7: 110563-110579. DOI: 10.1109/Access.2019.2934633 |
0.309 |
|
| 2018 |
Badami M, Tafazzoli F, Nasraoui O. A case study for intelligent event recommendation International Journal of Data Science and Analytics. 5: 249-268. DOI: 10.1007/S41060-018-0120-3 |
0.42 |
|
| 2015 |
Hosseini-Asl E, Zurada JM, Nasraoui O. Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. Ieee Transactions On Neural Networks and Learning Systems. PMID 26529786 DOI: 10.1109/Tnnls.2015.2479223 |
0.342 |
|
| 2014 |
Gomez J, Leon E, Nasraoui O, Giraldo F. The Parameter-less Randomized Gravitational Clustering algorithm with online clusters’ structure characterization Progress in Artificial Intelligence. 2: 217-236. DOI: 10.1007/S13748-014-0054-5 |
0.777 |
|
| 2013 |
Sellah S, Nasraoui O. Density-based Kernel Scale estimation for Kernel clustering Iisa 2013 - 4th International Conference On Information, Intelligence, Systems and Applications. 327-332. DOI: 10.1109/IISA.2013.6623736 |
0.421 |
|
| 2013 |
Abdullin A, Nasraoui O. A Seed-Based Inter-Domain Supervised Framework to Cluster Mixed Data Types Communications in Computer and Information Science. 415: 37-52. DOI: 10.1007/978-3-642-54105-6_3 |
0.53 |
|
| 2012 |
Hawwash B, Nasraoui O. Stream-dashboard: A framework for mining, tracking and validating clusters in a data stream Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 109-117. DOI: 10.1145/2351316.2351331 |
0.697 |
|
| 2012 |
Abdullin A, Nasraoui O. Clustering heterogeneous data sets Proceedings - 2012 8th Latin American Web Congress, La-Web 2012. 1-8. DOI: 10.1109/LA-WEB.2012.27 |
0.575 |
|
| 2012 |
León E, Gómez J, Nasraoui O. A genetic niching algorithm with self-adaptating operator rates for document clustering Proceedings - 2012 8th Latin American Web Congress, La-Web 2012. 79-86. DOI: 10.1109/LA-WEB.2012.22 |
0.472 |
|
| 2012 |
Caicedo JC, BenAbdallah J, González FA, Nasraoui O. Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization Neurocomputing. 76: 50-60. DOI: 10.1016/J.Neucom.2011.04.037 |
0.328 |
|
| 2012 |
Spiliopoulou M, Mobasher B, Nasraoui O, Zaiane O. Guest editorial: Special issue on a decade of mining the Web Data Mining and Knowledge Discovery. 24: 473-477. DOI: 10.1007/S10618-012-0257-Y |
0.381 |
|
| 2012 |
Gomez J, León E, Nasraoui O. Minimum cluster size estimation and cluster refinement for the randomized gravitational clustering algorithm Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7637: 51-60. DOI: 10.1007/978-3-642-34654-5_6 |
0.548 |
|
| 2012 |
Abdullin A, Nasraoui O. Clustering heterogeneous data with mutual semi-supervision Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7608: 18-29. DOI: 10.1007/978-3-642-34109-0-4 |
0.413 |
|
| 2012 |
González FA, Bermeo D, Ramos L, Nasraoui O. On the robustness of kernel-based clustering Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7441: 122-129. DOI: 10.1007/978-3-642-33275-3_15 |
0.429 |
|
| 2012 |
Abdullin A, Nasraoui O. A semi-supervised learning framework to cluster mixed data types Kdir 2012 - Proceedings of the International Conference On Knowledge Discovery and Information Retrieval. 45-54. |
0.528 |
|
| 2011 |
Zhuhadar L, Nasraoui O, Wyatt R, Yang R. Visual knowledge representation of conceptual semantic networks Social Network Analysis and Mining. 1: 219-229. DOI: 10.1007/S13278-010-0008-2 |
0.344 |
|
| 2010 |
Zhuhadar L, Nasraoui O. A hybrid recommender system guided by semantic user profiles for search in the e-learning domain Journal of Emerging Technologies in Web Intelligence. 2: 272-281. DOI: 10.4304/Jetwi.2.4.272-281 |
0.415 |
|
| 2010 |
Nasraoui O, Zhuhadar L. Improving recall and precision of a personalized semantic search engine for E-learning 4th International Conference On Digital Society, Icds 2010, Includes Cyberlaws 2010: the 1st International Conference On Technical and Legal Aspects of the E-Society. 216-221. DOI: 10.1109/ICDS.2010.63 |
0.358 |
|
| 2010 |
Saka E, Nasraoui O. On dynamic data clustering and visualization using swarm intelligence Proceedings - International Conference On Data Engineering. 337-340. DOI: 10.1109/ICDEW.2010.5452721 |
0.453 |
|
| 2010 |
León E, Nasraoui O, Gomez J. Scalable evolutionary clustering algorithm with self adaptive genetic operators 2010 Ieee World Congress On Computational Intelligence, Wcci 2010 - 2010 Ieee Congress On Evolutionary Computation, Cec 2010. DOI: 10.1109/CEC.2010.5586467 |
0.535 |
|
| 2010 |
Hawwash B, Nasraoui O. Mining and tracking evolving web user trends from large web server logs Statistical Analysis and Data Mining. 3: 106-125. DOI: 10.1002/Sam.V3:2 |
0.675 |
|
| 2010 |
Hawwash B, Nasraoui O. Robust clustering of data streams using incremental optimization Ceur Workshop Proceedings. 619. |
0.703 |
|
| 2009 |
Nasraoui O, Zhang Z. Profile-Based Focused Crawling for Social Media-Sharing Websites Eurasip Journal On Image and Video Processing. 2009. DOI: 10.1155/2009/856037 |
0.367 |
|
| 2009 |
Rojas C, Nasraoui O. Online evaluation of patterns from evolvingweb data streams Proceedings - 2009 Ieee/Wic/Acm International Conference On Web Intelligence, Wi 2009. 1: 315-318. DOI: 10.1109/WI-IAT.2009.56 |
0.327 |
|
| 2009 |
Zhuhadar L, Nasraoui O, Wyatt R, Romero E. Multi-model ontology-based hybrid recommender system in e-learning domain Proceedings - 2009 Ieee/Wic/Acm International Conference On Web Intelligence and Intelligent Agent Technology - Workshops, Wi-Iat Workshops 2009. 3: 91-95. DOI: 10.1109/WI-IAT.2009.238 |
0.339 |
|
| 2009 |
Saka E, Nasraoui O. Improvements in flock-based collaborative clustering algorithms Intelligent Systems Reference Library. 1: 639-672. |
0.451 |
|
| 2008 |
Nasraoui O, Spiliopoulou M, Zaïane OR, Srivastava J, Mobasher B. WebKDD 2008 Acm Sigkdd Explorations Newsletter. 10: 78-83. DOI: 10.1145/1540276.1540299 |
0.353 |
|
| 2008 |
Nasraoui O. Web data mining Acm Sigkdd Explorations Newsletter. 10: 23-25. DOI: 10.1145/1540276.1540281 |
0.409 |
|
| 2008 |
Zhuhadar L, Nasraoui O. Personalized cluster-based semantically enriched Web search for e-learning International Conference On Information and Knowledge Management, Proceedings. 105-111. DOI: 10.1145/1458484.1458498 |
0.422 |
|
| 2008 |
Nasraoui O, Soliman M, Saka E, Badia A, Germain R. A Web usage mining framework for mining evolving user profiles in dynamic Web sites Ieee Transactions On Knowledge and Data Engineering. 20: 202-215. DOI: 10.1109/Tkde.2007.190667 |
0.449 |
|
| 2008 |
Saka E, Nasraoui O. Simultaneous clustering and visualization of web usage data using swarm-based intelligence Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 1: 539-546. DOI: 10.1109/ICTAI.2008.100 |
0.512 |
|
| 2008 |
Zhang Z, Nasraoui O. Mining search engine query logs for social filtering-based query recommendation Applied Soft Computing Journal. 8: 1326-1334. DOI: 10.1016/J.Asoc.2007.11.004 |
0.398 |
|
| 2008 |
Zhang Z, Nasraoui O. Tile-based image visual codeword extraction for efficient indexing and retrieval Proceedings - International Conference On Pattern Recognition. |
0.386 |
|
| 2007 |
Rojas C, Nasraoui O. Summarizing evolving data streams using dynamic prefix trees Proceedings of the Ieee/Wic/Acm International Conference On Web Intelligence, Wi 2007. 221-227. DOI: 10.1109/WI.2007.97 |
0.35 |
|
| 2007 |
Nasraoui O, Saka E. Web usage mining in noisy and ambiguous environments: Exploring the role of concept hierarchies, compression, and robust user profiles Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4737: 82-101. DOI: 10.1007/978-3-540-74951-6_5 |
0.438 |
|
| 2006 |
Nasraoui O, Spiliopoulou M, Srivastava J, Mobasher B, Masand B. WebKDD 2006 Acm Sigkdd Explorations Newsletter. 8: 84-89. DOI: 10.1145/1233321.1233334 |
0.409 |
|
| 2006 |
Nasraoui O, Rojas C, Cardona C. A framework for mining evolving trends in Web data streams using dynamic learning and retrospective validation Computer Networks. 50: 1488-1512. DOI: 10.1016/J.Comnet.2005.10.021 |
0.579 |
|
| 2006 |
Nasraoui O. A multi-layered and multi-faceted framework for mining evolving Web clickstreams Studies in Computational Intelligence. 14: 11-35. DOI: 10.1007/3-540-33279-0_2 |
0.408 |
|
| 2006 |
Leon E, Nasraoui O, Gomez J. ECSAGO: Evolutionary clustering with self adaptive genetic operators 2006 Ieee Congress On Evolutionary Computation, Cec 2006. 1768-1775. |
0.374 |
|
| 2006 |
Nasraoui O, Rojas C. Robust clustering for tracking noisy evolving data streams Proceedings of the Sixth Siam International Conference On Data Mining. 2006: 619-623. |
0.543 |
|
| 2006 |
Nasraoui O, Goswami S. Mining and validation of localized frequent web access patterns with dynamic tolerance Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4093: 80-91. |
0.344 |
|
| 2005 |
Nasraoui O, Zaïane OR, Spiliopoulou M, Mobasher B, Masand B, YU PS. WebKDD 2005 Acm Sigkdd Explorations Newsletter. 7: 139-142. DOI: 10.1145/1117454.1117475 |
0.407 |
|
| 2005 |
Nasraoui O, Cardona C, Rojas C. Using retrieval measures to assess similarity in mining dynamic Web clickstreams Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 439-448. DOI: 10.1145/1081870.1081921 |
0.501 |
|
| 2004 |
Nasraoui O, Mobasher B, Masand B, Liu B. WebKDD 2004 Acm Sigkdd Explorations Newsletter. 6: 147-151. DOI: 10.1145/1046456.1046484 |
0.348 |
|
| 2004 |
Frigui H, Nasraoui O. Unsupervised learning of prototypes and attribute weights Pattern Recognition. 37: 567-581. DOI: 10.1016/J.Patcog.2003.08.002 |
0.604 |
|
| 2004 |
Leon E, Nasraoui O, Gomez J. Network intrusion detection using genetic clustering Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3103: 1312-1313. |
0.466 |
|
| 2004 |
Gomez J, Nasraoui O, Leon E. RAIN: Data clustering using randomized interactions between data points Proceedings of the 2004 International Conference On Machine Learning and Applications, Icmla '04. 250-255. |
0.498 |
|
| 2004 |
Leon E, Nasraoui O, Gomez J. Anomaly detection based on unsupervised niche clustering with application to network intrusion detection Proceedings of the 2004 Congress On Evolutionary Computation, Cec2004. 1: 502-508. |
0.549 |
|
| 2004 |
Nasraoui O, Rojas C, Cardona C. Dynamic and scalable evolutionary data mining: An approach based on a self-adaptive multiple expression mechanism Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3102: 1401-1413. |
0.355 |
|
| 2004 |
Nasraoui O, Pavuluri M. A context ultra-sensitive approach to high quality web recommendations based on web usage mining and neural network committees Ceur Workshop Proceedings. 703: 32-41. |
0.312 |
|
| 2004 |
Nasraoui O, Leon E. Improved niching and encoding strategies for clustering noisy data sets Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3103: 1324-1325. |
0.764 |
|
| 2003 |
Nasraoui O, Petenes C. An intelligent web recommendation engine based on fuzzy approximate reasoning Ieee International Conference On Fuzzy Systems. 2: 1116-1121. |
0.39 |
|
| 2003 |
Nasraoui O, Cardona Uribe C, Rojas Coronel C, Gonzalez F. TECNO-STREAMS: Tracking evolving clusters in noisy data streams with a scalable immune system learning model Proceedings - Ieee International Conference On Data Mining, Icdm. 235-242. |
0.522 |
|
| 2003 |
Nasraoui O, Gonzalez F, Cardona C, Rojas C, Dasgupta D. A scalable artificial immune system model for dynamic unsupervised learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2723: 219-230. |
0.355 |
|
| 2002 |
NASRAOUI O, KRISHNAPURAM R. AN EVOLUTIONARY APPROACH TO MINING ROBUST MULTI-RESOLUTION WEB PROFILES AND CONTEXT SENSITIVE URL ASSOCIATIONS International Journal of Computational Intelligence and Applications. 2: 339-348. DOI: 10.1142/S1469026802000646 |
0.599 |
|
| 2002 |
Frigui H, Nasraoui O. Simultaneous categorization of text documents and identification of cluster-dependent keywords Ieee International Conference On Fuzzy Systems. 2: 1108-1113. |
0.571 |
|
| 2001 |
Krishnapuram R, Joshi A, Nasraoui O, Yi L. Low-complexity fuzzy relational clustering algorithms for Web mining Ieee Transactions On Fuzzy Systems. 9: 595-607. DOI: 10.1109/91.940971 |
0.549 |
|
| 2001 |
Nasraoui O, Krishnapuram R. The unsupervised niche clustering algorithm: Extension to multivariate clusters and application to color image segmentation Annual Conference of the North American Fuzzy Information Processing Society - Nafips. 3: 1826-1831. |
0.528 |
|
| 2000 |
NASRAOUI O, FRIGUI H, KRISHNAPURAM R, JOSHI A. EXTRACTING WEB USER PROFILES USING RELATIONAL COMPETITIVE FUZZY CLUSTERING International Journal On Artificial Intelligence Tools. 9: 509-526. DOI: 10.1142/S021821300000032X |
0.599 |
|
| 1996 |
Nasraoui O, Krishnapuram R. Robust estimator based on density and scale optimization an its application to clustering Ieee International Conference On Fuzzy Systems. 2: 1031-1035. |
0.366 |
|
| 1995 |
Krishnapuram R, Frigui H, Nasraoui O. Fuzzy and Possibilistic Shell Clustering Algorithms and Their Application to Boundary Detection and Surface Approximation—Part I Ieee Transactions On Fuzzy Systems. 3: 29-43. DOI: 10.1109/91.366564 |
0.352 |
|
| 1995 |
Krishnapuram R, Frigui H, Nasraoui O. Fuzzy and Possibilistic Shell Clustering Algorithms and Their Application to Boundary Detection and Surface Approximation—Part II Ieee Transactions On Fuzzy Systems. 3: 44-60. DOI: 10.1109/91.366564 |
0.538 |
|
| 1993 |
Krishnapuram R, Frigui H, Nasraoui O. The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves Pattern Recognition Letters. 14: 545-552. DOI: 10.1016/0167-8655(93)90103-K |
0.479 |
|
| 1992 |
Krishnapuram R, Nasraoui O, Frigui H. The Fuzzy C Spherical Shells Algorithm: A New Approach Ieee Transactions On Neural Networks. 3: 663-671. DOI: 10.1109/72.159056 |
0.569 |
|
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