Search results for "large datasets"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	You Wan, Fuling Bian	Cell-Based Outlier Detection Algorithm: A Fast Outlier Detection Algorithm for Large Datasets.	PAKDD	2008	DBLP DOI BibTeX RDF	Cell density filtering, Outlier Detection, Large Datasets
3	Anilu Franco-Arcega, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz, José Francisco Martínez Trinidad	A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets.	IDEAL	2008	DBLP DOI BibTeX RDF	Decision trees, supervised classification, large datasets
3	Keke Chen, Ling Liu	iVIBRATE: Interactive visualization-based framework for clustering large datasets.	ACM Trans. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Clustering, performance, labeling, interactive visualization, large datasets
3	William Peter, John Chiochetti, Clare Giardina	New unsupervised clustering algorithm for large datasets.	KDD	2003	DBLP DOI BibTeX RDF	clustering, data streaming, geospatial data, large datasets
2	Elena Baralis, Tania Cerquitelli, Silvia Chiusano	A persistent HY-Tree to efficiently support itemset mining on large datasets.	SAC	2010	DBLP DOI BibTeX RDF	knowledge discovery, itemset mining
2	Fu-Lai Chung, Zhaohong Deng, Shitong Wang	From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets.	IEEE T. Fuzzy Systems	2009	DBLP DOI BibTeX RDF
2	Charalampos N. Moschopoulos, Panagiotis Tsiatsis, Grigorios N. Beligiannis, Dimitris Fotakis, Spiridon D. Likothanassis	Dealing with Large Datasets Using an Artificial Intelligence Clustering Tool.	Tools and Applications with Artificial Intelligence	2009	DBLP DOI BibTeX RDF
2	Nicola Segata, Enrico Blanzieri	Fast Local Support Vector Machines for Large Datasets.	MLDM	2009	DBLP DOI BibTeX RDF
2	Miguel Gil, Alberto Ochoa, Antonio Zamarrón, Juan Carpio	Hybrid Algorithm to Data Clustering.	HAIS	2009	DBLP DOI BibTeX RDF	clustering, classification, large datasets
2	Alva Erwin, Raj P. Gopalan, N. R. Achuthan	Efficient Mining of High Utility Itemsets from Large Datasets.	PAKDD	2008	DBLP DOI BibTeX RDF	High Utility Mining, Pattern Growth
2	Feng Pan, Xiang Zhang, Wei Wang 0010	A General Framework for Fast Co-clustering on Large Datasets Using Matrix Decomposition.	ICDE	2008	DBLP DOI BibTeX RDF
2	Feng Pan, Xiang Zhang, Wei Wang 0010	CRD: fast co-clustering on large datasets utilizing sampling-based matrix decomposition.	SIGMOD Conference	2008	DBLP DOI BibTeX RDF	co-clustering, matrix decomposition
2	Sergejus Ivanikovas, Gintautas Dzemyda, Viktor Medvedev	Large Datasets Visualization with Neural Network Using Clustered Training Data.	ADBIS	2008	DBLP DOI BibTeX RDF
2	Elena Camossi, Michela Bertolotto, M. Tahar Kechadi	Mining Spatio-Temporal Data at Different Levels of Detail.	AGILE Conf.	2008	DBLP DOI BibTeX RDF	DBSCAN, data mining, level of detail, spatio-temporal data, large datasets
2	Tonny J. Oyana, Kara E. Scott	A Geospatial Implementation of a Novel Delineation Clustering Algorithm Employing the K-means.	AGILE Conf.	2008	DBLP DOI BibTeX RDF	kmeans, data mining, spatial data, large datasets, clustering techniques
2	Stijn Heymans, Li Ma, Darko Anicic, Zhilei Ma, Nathalie Steinmetz, Yue Pan, Jing Mei, Achille Fokoue, Aditya Kalyanpur, Aaron Kershenbaum, Edith Schonberg, Kavitha Srinivas, Cristina Feier, Graham Hench, Branimir Wetzstein, Uwe Keller	Ontology Reasoning with Large Data Repositories.	Ontology Management	2008	DBLP DOI BibTeX RDF	business repository, reasoning with large datasets, WSML DL, IRIS, Semantic Business Process Management, OWL DL
2	Hong Seo Ryoo, In-Yong Jang	A Heuristic Method for Selecting Support Features from Large Datasets.	AAIM	2007	DBLP DOI BibTeX RDF	feature selection, combinatorial optimization, supervised learning, large datasets
2	Roy Varshavsky, David Horn, Michal Linial	Clustering Algorithms Optimizer: A Framework for Large Datasets.	ISBRA	2007	DBLP DOI BibTeX RDF	Abbreviations and Keywords Bayesian Information Criterion (BIC), Quantum Clustering (QC), Optimal K-Means (OKM), Optimal Quantum Clustering (OQC), Principal Component Analysis (PCA), Singular Value Decomposition (SVD)
2	Janis Fehr, Karina Zapien Arreola, Hans Burkhardt	Fast Support Vector Machine Classification of Very Large Datasets.	GfKl	2007	DBLP DOI BibTeX RDF
2	Yaling Pei, Osmar R. Zaïane, Yong Gao	An Efficient Reference-Based Approach to Outlier Detection in Large Datasets.	ICDM	2006	DBLP DOI BibTeX RDF
2	Jie Zheng, Hongbing Ji, Wanhai Yang	Interactive PC Texture-Based Volume Rendering for Large Datasets.	ICICIC	2006	DBLP DOI BibTeX RDF
2	Xiaoyu Chang, Chunguang Zhou, Zhe Wang, Yanwen Li, Ping Hu	Mining Sequential Patterns in Large Datasets.	FSKD	2006	DBLP DOI BibTeX RDF
2	Matthew Gebski, Raymond K. Wong	A New Approach for Cluster Detection for Large Datasets with High Dimensionality.	DaWaK	2005	DBLP DOI BibTeX RDF
2	Hai Huong Dam, Kamran Shafi, Hussein A. Abbass	Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
2	Wojciech Wiza, Wojciech Cellary, Krzysztof Walczak	A Method of Holistic 3D Visualization of Arbitrarily Large Datasets.	ISM	2005	DBLP DOI BibTeX RDF
2	Mi Li, Geoffrey Holmes, Bernhard Pfahringer	Clustering Large Datasets Using Cobweb and K-Means in Tandem.	Australian Conference on Artificial Intelligence	2004	DBLP DOI BibTeX RDF
2	Joseph Bockhorst, Irene M. Ong	FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets.	ILP	2004	DBLP DOI BibTeX RDF
2	Keke Chen, Ling Liu	ClusterMap: labeling clusters in large datasets via visualization.	CIKM	2004	DBLP DOI BibTeX RDF	cluster visualization, human factors in clustering, data clustering, cluster labeling
2	Charles Wesley Ford, Chia-Chu Chiang, Hao Wu, Radhika R. Chilka, John R. Talburt	Confidence on Approximate Query in Large Datasets.	ITCC	2004	DBLP DOI BibTeX RDF
2	Dantong Yu, Gholamhosein Sheikholeslami, Aidong Zhang	FindOut: Finding Outliers in Very Large Datasets.	Knowl. Inf. Syst.	2002	DBLP DOI BibTeX RDF	Data mining, Clustering, Wavelet, Outliers
2	Theodoros Evgeniou, Massimiliano Pontil	Support Vector Machines with Clustering for Training with Very Large Datasets.	SETN	2002	DBLP DOI BibTeX RDF
2	Eibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall	Racing Committees for Large Datasets.	Discovery Science	2002	DBLP DOI BibTeX RDF
2	Jeremy Tantrum, Alejandro Murua, Werner Stuetzle	Hierarchical model-based clustering of large datasets through fractionation and refractionation.	KDD	2002	DBLP DOI BibTeX RDF	refractionation, model-based clustering, fractionation
2	Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira	A visualization tool for interactive learning of large decision trees.	ICTAI	2000	DBLP DOI BibTeX RDF	large decision tree visualization, moderately sized datasets, decision tree induction programs, very large trees, T2 5D, data mining, data mining, decision trees, interactive systems, data visualisation, very large databases, learning process, visualization tool, interactive learning, large datasets, learning by example, visualization technique, decision tree induction, tree visualizers, learning techniques
2	Arie Shoshani, Alex Sim, Luis M. Bernardo, Henrik Nordberg	Coordinating Simultaneous Caching of File Bundles from Tertiary Storage. (PDF / PS)	SSDBM	2000	DBLP DOI BibTeX RDF	file bundle, very large datasets, HPSS, file caching, tertiary storage, high energy physics, mass storage system
2	Miron Livny, Raghu Ramakrishnan, Kevin S. Beyer, Guangshun Chen, Donko Donjerkovic, Shilpa Lawande, Jussi Myllymaki, R. Kent Wenger	DEVise: Integrated Querying and Visual Exploration of Large Datasets (Demo Abstract).	SIGMOD Conference	1997	DBLP DOI BibTeX RDF
2	Flip Korn, H. V. Jagadish, Christos Faloutsos	Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences.	SIGMOD Conference	1997	DBLP DOI BibTeX RDF
1	Hervé Cardot, Peggy Cénac, Jean-Marie Monnez	A fast and recursive algorithm for clustering large datasets with k-medians.	Computational Statistics & Data Analysis	2012	DBLP DOI BibTeX RDF
1	Patricia E. N. Lutu, Andries Petrus Engelbrecht	Using OVA modeling to improve classification performance for large datasets.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Wenjun Hu, Korris Fu-Lai Chung, Shitong Wang	The Maximum Vector-Angular Margin Classifier and its fast training on large datasets using a core vector machine.	Neural Networks	2012	DBLP DOI BibTeX RDF
1	Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han	Mining Flipping Correlations from Large Datasets with Taxonomies	CoRR	2012	DBLP BibTeX RDF
1	Spiros Koulouzis, Reginald Cushing, K. A. Karasavvas, Adam Belloum, Marian Bubak	Enabling Web Services to Consume and Produce Large Datasets.	IEEE Internet Computing	2012	DBLP DOI BibTeX RDF
1	João P. Papa, Alexandre X. Falcão, Victor Hugo C. de Albuquerque, João Manuel R. S. Tavares	Efficient supervised optimum-path forest classification for large datasets.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Kadim Tasdemir	Vector quantization based approximate spectral clustering of large datasets.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Anupam Datta, Divya Sharma, Arunesh Sinha	Provable De-anonymization of Large Datasets with Sparse Dimensions.	POST	2012	DBLP DOI BibTeX RDF
1	Danyel Fisher, Igor O. Popov, Steven M. Drucker, m. c. schraefel	Trust me, i'm partially right: incremental visualization lets analysts explore large datasets faster.	CHI	2012	DBLP DOI BibTeX RDF
1	Periasamy Vivekanandan, Raju Nedunchezhian	A Fast Boosting Based Incremental Genetic Algorithm for Mining Classification Rules in Large Datasets.	IJAEC	2011	DBLP DOI BibTeX RDF
1	Remi Barillec, Ben Ingram, Dan Cornford, Lehel Csató	Projected sequential Gaussian processes: A C++ tool for interpolation of large datasets with heterogeneous noise.	Computers & Geosciences	2011	DBLP DOI BibTeX RDF
1	Peter O'Donovan, Aseem Agarwala, Aaron Hertzmann	Color compatibility from large datasets.	ACM Trans. Graph.	2011	DBLP DOI BibTeX RDF
1	Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin	A general framework for efficient clustering of large datasets based on activity detection.	Statistical Analysis and Data Mining	2011	DBLP DOI BibTeX RDF
1	Anilu Franco-Arcega, José Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz, José Francisco Martínez Trinidad	Decision tree induction using a fast splitting attribute selection for large datasets.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Siavosh Benabbas, Rosario Gennaro, Yevgeniy Vahlis	Verifiable Delegation of Computation over Large Datasets.	IACR Cryptology ePrint Archive	2011	DBLP BibTeX RDF
1	Ahmet Artu Yildirim, Cem Özdogan	Parallel WaveCluster: A linear scaling parallel clustering algorithm implementation with application to very large datasets.	J. Parallel Distrib. Comput.	2011	DBLP DOI BibTeX RDF
1	Bidyut Kr. Patra, Sukumar Nandi	Tolerance Rough Set Theory Based Data Summarization for Clustering Large Datasets.	T. Rough Sets	2011	DBLP DOI BibTeX RDF
1	Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang	Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation.	IEEE T. Fuzzy Systems	2011	DBLP DOI BibTeX RDF
1	Sara Hajian, Mohammad Abdollahi Azgomi	On the Use of Haar Wavelet Transform and Scaling Data perturbation for Privacy Preserving Clustering of Large Datasets.	IJWMIP	2011	DBLP DOI BibTeX RDF
1	Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han	Mining Flipping Correlations from Large Datasets with Taxonomies.	PVLDB	2011	DBLP BibTeX RDF
1	Bidyut Kr. Patra, Sukumar Nandi, P. Viswanath	A distance based clustering method for arbitrary shaped clusters in large datasets.	Pattern Recognition	2011	DBLP DOI BibTeX RDF
1	Patricia E. N. Lutu	Using Confusion Matrices and Confusion Graphs to Design Ensemble Classification Models from Large Datasets.	DaWaK	2011	DBLP DOI BibTeX RDF
1	Marc Sauget, Julien Henriet, Michel Salomon, Sylvain Contassot-Vivier	Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts.	EANN/AIAI	2011	DBLP DOI BibTeX RDF
1	L. Gunisetti	Outlier detection and visualization of large datasets.	ICWET	2011	DBLP DOI BibTeX RDF
1	Vineet Chaoji, Geng Li, Hilmi Yildirim, Mohammed Javeed Zaki	ABACUS: Mining Arbitrary Shaped Clusters from Large Datasets based on Backbone Identification.	SDM	2011	DBLP BibTeX RDF
1	Julien Jomier, Sébastien Jourdain, Utkarsh Ayachit, Charles Marion	Remote visualization of large datasets with MIDAS and ParaViewWeb.	Web3D	2011	DBLP DOI BibTeX RDF
1	Chee Shin Yeo, Elaine Wong Kay Li, Yong Siang Foo	Handling Large Datasets in Parallel Metaheuristics: A Spares Management and Optimization Case Study.	AINA Workshops	2011	DBLP DOI BibTeX RDF
1	Siavosh Benabbas, Rosario Gennaro, Yevgeniy Vahlis	Verifiable Delegation of Computation over Large Datasets.	CRYPTO	2011	DBLP DOI BibTeX RDF
1	Michela Antonelli, Pietro Ducange, Francesco Marcelloni	A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems.	FUZZ-IEEE	2011	DBLP DOI BibTeX RDF
1	James P. McGlothlin, Latifur Khan	Scalable queries for large datasets using cloud computing: a case study.	IDEAS	2011	DBLP DOI BibTeX RDF
1	Arie E. Kaufman	Keynote address: Immersive exploration of large datasets.	PacificVis	2011	DBLP DOI BibTeX RDF
1	Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez	Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning.	ICAART	2011	DBLP BibTeX RDF
1	Michael Shindler, Alex Wong, Adam Meyerson	Fast and Accurate k-means For Large Datasets.	NIPS	2011	DBLP BibTeX RDF
1	Johann M. Kraus, Hans A. Kestler	A highly efficient multi-core algorithm for clustering extremely large datasets.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Kirsten Roomp, Iris Antes, Thomas Lengauer	Predicting MHC class I epitopes in large datasets.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Ahmed M. Fahim, Abd-Elbadeeh Salem, Fawzy A. Torkey, Mohamed A. Ramadan, Gunter Saake	Scalable Varied Density Clustering Algorithm for Large Datasets.	JSEA	2010	DBLP DOI BibTeX RDF
1	Gregory Todd Williams, Jesse Weaver, Medha Atre, James A. Hendler	Scalable reduction of large datasets to interesting subsets.	J. Web Sem.	2010	DBLP DOI BibTeX RDF
1	Kun-Che Lu, Don-Lin Yang	Scalable Clustering for Mining Local-Correlated Clusters in High Dimensions and Large Datasets.	Fundam. Inform.	2010	DBLP DOI BibTeX RDF
1	Aditya G. Parameswaran, Hector Garcia-Molina, Anand Rajaraman	Towards The Web of Concepts: Extracting Concepts from Large Datasets.	PVLDB	2010	DBLP BibTeX RDF
1	Kun-Che Lu, Don-Lin Yang	HIC: A Robust and Efficient Hyper-Image-Based Clustering for Very Large Datasets.	J. Inf. Sci. Eng.	2010	DBLP BibTeX RDF
1	Bidyut Kr. Patra, Neminath Hubballi, Santosh Biswas, Sukumar Nandi	Distance Based Fast Hierarchical Clustering Method for Large Datasets.	RSCTC	2010	DBLP DOI BibTeX RDF
1	César Castelo-Fernández, Pedro J. de Rezende, Alexandre X. Falcão, João Paulo Papa	Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets.	CIARP	2010	DBLP DOI BibTeX RDF
1	Martin J. Turner, George Leaver, James Perrin	Remote Scientific Visualization for Large Datasets.	TPCG	2010	DBLP DOI BibTeX RDF
1	Denis Hünich, Ralph Müller-Pfefferkorn	Managing large datasets with iRODS - a performance analyses.	IMCSIT	2010	DBLP BibTeX RDF
1	Maurice Grinberg, Vladimir Haltakov, Hristo Stefanov	Approximate Spreading Activation for Efficient Knowledge Retrieval from Large Datasets.	WIRN	2010	DBLP DOI BibTeX RDF
1	Qi Li, Raied Salman, Vojislav Kecman	An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU.	ISDA	2010	DBLP DOI BibTeX RDF
1	Saif ur Rehman, Muhammed Naeem Ahmed Khan	An Incremental Density-Based Clustering Technique for Large Datasets.	CISIS	2010	DBLP DOI BibTeX RDF
1	Anilu Franco-Arcega, José Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz, José Francisco Martínez Trinidad	Multivariate Decision Trees Using Different Splitting Attribute Subsets for Large Datasets.	Canadian Conference on AI	2010	DBLP DOI BibTeX RDF
1	Luc Anselin, Serge Rey, Andrew Winslow	New tools for statistical point pattern analysis on networks with large datasets.	COM.Geo	2010	DBLP DOI BibTeX RDF
1	Desen Hou, Yundong Gu	An Efficient Successive Iteration Partial Cluster Algorithm for Large Datasets.	ACFIE	2010	DBLP DOI BibTeX RDF
1	Qian Wang, Min Zheng	An Improved KNN Based Outlier Detection Algorithm for Large Datasets.	ADMA	2010	DBLP DOI BibTeX RDF
1	Graham Cormode, Howard J. Karloff, Anthony Wirth	Set cover algorithms for very large datasets.	CIKM	2010	DBLP DOI BibTeX RDF
1	Darko Capko, Aleksandar Erdeljan, Miroslav Popovic, Goran Svenda	An Optimal Relationship-Based Partitioning of Large Datasets.	ADBIS	2010	DBLP DOI BibTeX RDF
1	Murugan Ayyappan, Yew-Kwong Woon, Wee Keong Ng	MICHO: a scalable constraint-based algorithm for learning Bayesian networks.	SAC	2010	DBLP DOI BibTeX RDF	data mining, machine learning, classification, Bayesian networks, large datasets, conditional independence
1	Kollukuduru Sravanthi, Kamalakar Karlapalem	"Wheels of web" visual user interface.	AVI	2010	DBLP DOI BibTeX RDF	interface/interaction design, wheel structure, world wide web, HCI, hypermedia, usability test, novice users
1	Wai-Tat Fu, Thomas George Kannampallil	Cognitive models of user behavior in social information systems.	CHI Extended Abstracts	2010	DBLP DOI BibTeX RDF	social information systems, modeling, cognition, user behavior
1	Lujun Fang, Kristen LeFevre	Splash: ad-hoc querying of data and statistical models.	EDBT	2010	DBLP DOI BibTeX RDF
1	Ying Hu, Wen-Chi Hou, Seema Sundara, Jagannathan Srinivasan	An experimental study of time-constrained aggregate queries.	EDBT	2010	DBLP DOI BibTeX RDF
1	Nicholas A. Sinnott-Armstrong, Casey S. Greene, Jason H. Moore	Fast genome-wide epistasis analysis using ant colony optimization for multifactor dimensionality reduction analysis on graphics processing units.	GECCO	2010	DBLP DOI BibTeX RDF	GPU, genetics, ACO
1	Roberto S. Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez	Addressing the problems of data-centric physiology-affect relations modeling.	IUI	2010	DBLP DOI BibTeX RDF	machine learning, pattern recognition, affective computing
1	Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause	Inferring networks of diffusion and influence.	KDD	2010	DBLP DOI BibTeX RDF	meme-tracking, networks of diffusion, social networks, blogs, news media, information cascades
1	Dafna Shahaf, Carlos Guestrin	Connecting the dots between news articles.	KDD	2010	DBLP DOI BibTeX RDF	coherence, news
1	Alessandra Sala, Haitao Zheng, Ben Y. Zhao, Sabrina Gaito, Gian Paolo Rossi	Brief announcement: revisiting the power-law degree distribution for social graph analysis.	PODC	2010	DBLP DOI BibTeX RDF	pareto-lognormal, social networks, power-law