Very sparse stable random projections for dimension reduction in lα (0
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
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Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient instance-based learning on data streams
Intelligent Data Analysis
First approach toward on-line evolution of association rules with learning classifier systems
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Algorithms and data structures for external memory
Foundations and Trends® in Theoretical Computer Science
Categorizing and mining concept drifting data streams
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Maintaining the Maximum Normalized Mean and Applications in Data Stream Mining
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
StreamKrimp: Detecting Change in Data Streams
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Evolving Fuzzy Rules with UCS: Preliminary Results
Learning Classifier Systems
An Adaptive Multi-agent System for Continuous Learning of Streaming Data
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Debellor: A Data Mining Platform with Stream Architecture
Transactions on Rough Sets IX
Mining frequent itemsets in data streams using the weighted sliding window model
Expert Systems with Applications: An International Journal
Optimal sampling from sliding windows
Proceedings of the twenty-eighth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Data warehouse technology by infobright
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Automating rendezvous and proxy selection in sensornets
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
CAMS: OLAPing Multidimensional Data Streams Efficiently
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
A model updating strategy for predicting time series with seasonal patterns
Applied Soft Computing
Fuzzy-UCS: a Michigan-style learning fuzzy-classifier system for supervised learning
IEEE Transactions on Evolutionary Computation
Dynamic security policy learning
Proceedings of the first ACM workshop on Information security governance
C-DenStream: Using Domain Knowledge on a Data Stream
DS '09 Proceedings of the 12th International Conference on Discovery Science
Intelligent Data Granulation on Load: Improving Infobright's Knowledge Grid
FGIT '09 Proceedings of the 1st International Conference on Future Generation Information Technology
Continuous Processing of Preference Queries in Data Streams
SOFSEM '10 Proceedings of the 36th Conference on Current Trends in Theory and Practice of Computer Science
Communications of the ACM
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Data stream anomaly detection through principal subspace tracking
Proceedings of the 2010 ACM Symposium on Applied Computing
Discovery of process models from data and domain knowledge: a rough-granular approach
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Fast online estimation of the joint probability distribution
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
RedTrees: A relational decision tree algorithm in streams
Expert Systems with Applications: An International Journal
Proceedings of the forty-second ACM symposium on Theory of computing
On wavelet decomposition of uncertain time series data sets
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
SKIF: a data imputation framework for concept drifting data streams
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Streaming algorithms for extent problems in high dimensions
SODA '10 Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete Algorithms
Discovery of processes and their interactions from data and domain knowledge
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I
Design principles for developing stream processing applications
Software—Practice & Experience - Focus on Selected PhD Literature Reviews in the Practical Aspects of Software Technology
Speed up gradual rule mining from stream data! A B-Tree and OWA-based approach
Journal of Intelligent Information Systems
Towards clausal discovery for stream mining
ILP'09 Proceedings of the 19th international conference on Inductive logic programming
Active learning from stream data using optimal weight classifier ensemble
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Building a new classifier in an ensemble using streaming unlabeled data
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Effective Computations on Sliding Windows
SIAM Journal on Computing
Learning model trees from evolving data streams
Data Mining and Knowledge Discovery
Resource aware distributed knowledge discovery
Ubiquitous knowledge discovery
Discovery of frequent patterns in transactional data streams
Transactions on large-scale data- and knowledge-centered systems II
Resource aware distributed knowledge discovery
Ubiquitous knowledge discovery
Discovery of frequent patterns in transactional data streams
Transactions on large-scale data- and knowledge-centered systems II
Two one-pass algorithms for data stream classification using approximate MEBs
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Subword and spatiotemporal models for identifying actionable information in Haitian Kreyol
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Enabling fast prediction for ensemble models on data streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
On dynamic data-driven selection of sensor streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A generic approach for mining indirect association rules in data streams
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Mining approximate frequent closed flows over packet streams
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Optimal sampling from sliding windows
Journal of Computer and System Sciences
gSketch: on query estimation in graph streams
Proceedings of the VLDB Endowment
Summarizing multidimensional data streams: a hierarchy-graph-based approach
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Live BI: a framework for real time operations management
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
On fuzzy clustering of data streams with concept drift
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
On resources optimization in fuzzy clustering of data streams
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Proceedings of the 15th International Conference on Extending Database Technology
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
A new fuzzy classifier for data streams
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
Clustering data stream by a sub-window approach using DCA
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Competitive analysis of maintaining frequent items of a stream
SWAT'12 Proceedings of the 13th Scandinavian conference on Algorithm Theory
Dynamic credit-card fraud profiling
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
A single pass algorithm for clustering evolving data streams based on swarm intelligence
Data Mining and Knowledge Discovery
Sequential pattern mining -- approaches and algorithms
ACM Computing Surveys (CSUR)
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
When Is the Right Time to Refresh Knowledge Discovered from Data?
Operations Research
Fast data in the era of big data: Twitter's real-time related query suggestion architecture
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
The HELLS-join: a heterogeneous stream join for extremely large windows
Proceedings of the Ninth International Workshop on Data Management on New Hardware
AIB2: an abstraction data reduction technique based on IB2
Proceedings of the 6th Balkan Conference in Informatics
Genomic Sequence Fragment Identification using Quasi-Alignment
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Data stream clustering: A survey
ACM Computing Surveys (CSUR)
Sketching for big data recommender systems using fast pseudo-random fingerprints
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part II
Identifying streaming frequent items in ad hoc time windows
Data & Knowledge Engineering
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