Herna L. Viktor

Herna Lydia Viktor

	2013
j11		Hongyu Guo, Herna L. Viktor, Eric Paquet: Reducing the size of databases for multirelational classification: a subgraph-based approach. J. Intell. Inf. Syst. 40(2): 349-374 (2013)
	2012
j10		Herna L. Viktor, Isis Peña, Eric Paquet: Who are our clients: consumer segmentation through explorative data mining. IJDMMM 4(3): 286-308 (2012)
c27		Daniel K. Antwi, Herna L. Viktor, Nathalie Japkowicz: The PerfSim Algorithm for Concept Drift Detection in Imbalanced Data. ICDM Workshops 2012: 619-628
c26		Michelangelo Ceci, Annalisa Appice, Herna L. Viktor, Donato Malerba, Eric Paquet, Hongyu Guo: Transductive Relational Classification in the Co-training Paradigm. MLDM 2012: 11-25
c25		Yasser Jafer, Herna L. Viktor, Eric Paquet: Aggregation and privacy in multi-relational databases. PST 2012: 67-74
	2011
j9		Hongyu Guo, Herna L. Viktor, Eric Paquet: Privacy Disclosure and Preservation in Learning with Multi-Relational Databases. JCSE 5(3): 183-196 (2011)
c24		Hongyu Guo, Herna L. Viktor, Eric Paquet: Privacy leakage in multi-relational learning via unwanted classification models. CASCON 2011: 45-59
c23		Nadia Farhanaz Azam, Herna L. Viktor: A Comparative Evaluation of Proximity Measures for Spectral Clustering. KDIR 2011: 30-41
c22		Eric Paquet, Herna L. Viktor, Hongyu Guo: To Aggregate or Not to Aggregate: That is the Question. KDIR 2011: 354-357
c21		Eric Paquet, Herna L. Viktor: Multimodal Representations, Indexing, Unexpectedness and Proteins. IEA/AIE (1) 2011: 85-94
	2010
c20		Herna L. Viktor, Bo Wang, Eric Paquet, Julie Doyle: Preserving object-relational databases for the next generations. ICDIM 2010: 11-18
c19		Hongyu Guo, Herna L. Viktor, Eric Paquet: Identifying and Preventing Data Leakage in Multi-relational Classification. ICDM Workshops 2010: 458-465
	2009
j8		Julie Doyle, Herna L. Viktor, Eric Paquet: Long-term digital preservation: preserving authenticity and usability of 3-D data. Int. J. on Digital Libraries 10(1): 33-47 (2009)
c18		Isis Peña, Herna L. Viktor, Eric Paquet: Finding Clothing That Fit through Cluster Analysis and Objective Interestingness Measures. DaWaK 2009: 216-228
c17		Eric Paquet, Herna Lydia Viktor: Finding Protein Family Similarities in Real Time through Multiple 3D and 2D Representations, Indexing and Exhaustive Searching. KDIR 2009: 127-133
c16		Isis Peña, Herna Lydia Viktor, Eric Paquet: Explorative Data Mining for the Sizing of Population Groups. KDIR 2009: 152-159
r1		Herna L. Viktor, Eric Paquet: Visual Data Mining from Visualization to Visual Information Mining. Encyclopedia of Data Warehousing and Mining 2009: 2056-2061
	2008
j7		Hongyu Guo, Herna L. Viktor: Learning from Skewed Class Multi-relational Databases. Fundam. Inform. 89(1): 69-94 (2008)
j6		Hongyu Guo, Herna L. Viktor: Multirelational classification: a multiple view approach. Knowl. Inf. Syst. 17(3): 287-312 (2008)
j5		Eric Paquet, Herna L. Viktor: Capri/MR: exploring protein databases from a structural and physicochemical point of view. PVLDB 1(2): 1504-1507 (2008)
c15		Julie Doyle, Herna L. Viktor, Eric Paquet: Preservation metadata - a framework for 3D data based on the Semantic Web. ICDIM 2008: 925-927
	2007
j4		Eric Paquet, Herna L. Viktor: Adjustment of Virtual Mannequins Through Anthropometric Measurements, Cluster Analysis, and Content-Based Retrieval of 3-D Body Scans. IEEE T. Instrumentation and Measurement 56(5): 1924-1929 (2007)
c14		Julie Doyle, Herna L. Viktor, Eric Paquet: Long term digital preservation - An end user's perspective. ICDIM 2007: 146-151
c13		Hongyu Guo, Herna L. Viktor, Eric Paquet: Pruning Relations for Substructure Discovery of Multi-relational Databases. PKDD 2007: 462-470
	2006
c12		Hongyu Guo, Herna L. Viktor: Multi-view ANNs for Multi-relational Classification. IJCNN 2006: 5259-5266
c11		Hongyu Guo, Herna L. Viktor: Mining relational data through correlation-based multiple view validation. KDD 2006: 567-573
c10		Herna L. Viktor, Eric Paquet, Hongyu Guo: Measuring to Fit: Virtual Tailoring Through Cluster Analysis and Classification. PKDD 2006: 395-406
	2005
j3		Eric Paquet, Herna L. Viktor: On the application of 3D technologies to the framework of cultural heritage. Annales des Télécommunications 60(11-12): 1379-1393 (2005)
	2004
j2		Hongyu Guo, Herna L. Viktor: Learning from imbalanced data sets with boosting and data generation: the DataBoost-IM approach. SIGKDD Explorations 6(1): 30-39 (2004)
c9		Hongyu Guo, Herna L. Viktor: Boosting with Data Generation: Improving the Classification of Hard to Learn Examples. IEA/AIE 2004: 1082-1091
c8		Herna L. Viktor, Hongyu Guo: Multiple Classifier Prediction Improvements against Imbalanced Datasets through Added Synthetic Examples. SSPR/SPR 2004: 974-982
	2003
c7		Sabry F. El-Hakim, Lorenzo Gonzo, Michel Picard, Stefano Girardi, Andrea Simoni, Eric Paquet, Herna L. Viktor, Claus Brenner: Visualisation of Highly Textured Surfaces. VAST 2003: 203-212
	2002
c6		Eric Paquet, Herna L. Viktor, Shawn Peter: The Virtual Boutique: a Synergic Approach to Virtualization, Content-based Management of 3D Information, 3D Data Mining an Virtual Reality for E-commerce. 3DPVT 2002: 268-276
	2000
j1		Herna L. Viktor, Heidi Arndt: Data mining in practice: from data to knowledge using a hybrid mining approach. Int. J. Comput. Syst. Signal 1(2): 139-153 (2000)
c5		Herna L. Viktor, Heidi Arndt, Mauritz Oberholzer: Enhancing Government Decision Making Through Knowledge Discovery from Data. ECIS 2000: 266-273
c4		Herna L. Viktor: Cooperating to Learn: Knowledge Discovery through Intelligent Learning Agents. ICMAS 2000: 453-454
c3		Herna L. Viktor: Generating New Patterns for Information Gain and Improved Neural Network Learning. IJCNN (4) 2000: 529-534
c2		Heidi Arndt, Herna L. Viktor: Dynamic knowledge-base construction through knowledge discovery. IRMA Conference 2000: 934-935
	1999
c1		J. F. Francois Weilbach, Herna L. Viktor: The Development of a Data Warehouse for Policy Making: A Case Study. HICSS 1999

Coauthor Index

Colors in the list of coauthors

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