Search results for "data stream mining"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Hillol Kargupta, Kakali Sarkar, Michael Gilligan	MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system.	KDD	2010	DBLP DOI BibTeX RDF	vehicle data stream mining, distributed data mining, telematics
2	Bai-En Shie, Vincent S. Tseng, Philip S. Yu	Online mining of temporal maximal utility itemsets from data streams.	SAC	2010	DBLP DOI BibTeX RDF	maximal itemsets, temporal high utility itemsets, data stream mining, utility mining
2	Mohamed Medhat Gaber	Data Stream Mining Using Granularity-Based Approach.	Foundations of Computational Intelligence	2009	DBLP DOI BibTeX RDF
2	Stefan Hoeglinger, Russel Pears, Yun Sing Koh	CBDT: A Concept Based Approach to Data Stream Mining.	PAKDD	2009	DBLP DOI BibTeX RDF
2	Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo	A Data Stream Mining System.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
2	Jan Peter Patist	Maintaining the Maximum Normalized Mean and Applications in Data Stream Mining.	ADMA	2008	DBLP DOI BibTeX RDF
2	Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo	Designing an inductive data stream management system: the stream mill experience.	SSPS	2008	DBLP DOI BibTeX RDF	data stream mining language, data stream mining system, integration of online mining in a DSMS
2	Yuan Lin, Hongyan Liu	Separator: Sifting Hierarchical Heavy Hitters Accurately from Data Streams.	ADMA	2007	DBLP DOI BibTeX RDF	hierarchical heavy hitters, algorithms, data stream mining
2	Ingo Mierswa, Michael Wurst, Ralf Klinkenberg, Martin Scholz, Timm Euler	YALE: rapid prototyping for complex data mining tasks.	KDD	2006	DBLP DOI BibTeX RDF	KDD system, audio and text mining, result visualization, rapid prototyping, distributed data mining, feature construction, data pre-processing, data stream mining, multimedia mining
1	Mohamed Medhat Gaber	Advances in data stream mining.	Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery	2012	DBLP DOI BibTeX RDF
1	Latifur Khan, Wei Fan	Tutorial: Data Stream Mining and Its Applications.	DASFAA	2012	DBLP DOI BibTeX RDF
1	Mustafa Amir Faisal, Zeyar Aung, John R. Williams, Abel Sanchez	Securing Advanced Metering Infrastructure Using Intrusion Detection System with Data Stream Mining.	PAISI	2012	DBLP DOI BibTeX RDF
1	Zachary Miller, William Deitrick, Wei Hu	Anomalous Network Packet Detection Using Data Stream Mining.	J. Information Security	2011	DBLP DOI BibTeX RDF
1	José M. Carmona-Cejudo, Manuel Baena-García, Rafael Morales Bueno, João Gama, Albert Bifet	Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Ahmad Alzghoul, Magnus Löfstrand	Increasing availability of industrial systems through data stream mining.	Computers & Industrial Engineering	2011	DBLP DOI BibTeX RDF
1	Mahnoosh Kholghi, Mohammadreza Keyvanpour	An analytical framework for data stream mining techniques based on challenges and requirements	CoRR	2011	DBLP BibTeX RDF
1	Conny Junghans, Marcel Karnstedt, Michael Gertz	Quality-driven resource-adaptive data stream mining?	SIGKDD Explorations	2011	DBLP DOI BibTeX RDF
1	Michael Mayo	Hybridizing Data Stream Mining and Technical Indicators in Automated Trading Systems.	MDAI	2011	DBLP DOI BibTeX RDF
1	Dirisala J. Nagendra Kumar, J. V. R. Murthy, Suresh Chandra Satapathy, S. V. V. S. R. Kumar Pullela	A Study of Decision Tree Induction for Data Stream Mining Using Boosting Genetic Programming Classifier.	SEMCCO	2011	DBLP DOI BibTeX RDF
1	João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz	Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices.	IDA	2011	DBLP DOI BibTeX RDF
1	Shonali Krishnaswamy, Joao Gama, Mohamed Medhat Gaber	Advances in data stream mining for mobile and ubiquitous environments.	CIKM	2011	DBLP DOI BibTeX RDF
1	Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy	Data Stream Mining.	Data Mining and Knowledge Discovery Handbook	2010	DBLP DOI BibTeX RDF
1	Mohamed Medhat Gaber, Shonali Krishnaswamy, Brett Gillick, Nicholas Nicoloudis, Jonathan Liono, Hasnain AlTaiar, Arkady B. Zaslavsky	Adaptive Clutter-Aware Visualization for Mobile Data Stream Mining.	ICTAI	2010	DBLP DOI BibTeX RDF
1	Latifur Khan	Data Stream Mining: Challenges and Techniques.	ICTAI	2010	DBLP DOI BibTeX RDF
1	João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa	Situation-Aware Data Stream Mining Service for Ubiquitous Applications.	Mobile Data Management	2010	DBLP DOI BibTeX RDF
1	Hoang Thanh Lam, Toon Calders	Mining top-k frequent items in a data stream with flexible sliding windows.	KDD	2010	DBLP DOI BibTeX RDF	top-k frequent items, data stream mining
1	Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi	Distributed data stream classification for wireless sensor networks.	SAC	2010	DBLP DOI BibTeX RDF
1	Pari Delir Haghighi, Arkady B. Zaslavsky, Shonali Krishnaswamy, Mohamed Medhat Gaber, Seng Wai Loke	Context-aware adaptive data stream mining.	Intell. Data Anal.	2009	DBLP DOI BibTeX RDF
1	Ning Wang, Tao Wang	An Efficient Method for Battlefield Information Data Stream Mining.	CSO	2009	DBLP DOI BibTeX RDF
1	Xu Tian, Qiong Sun, Xiaohong Huang, Yan Ma	A Dynamic Online Traffic Classification Methodology Based on Data Stream Mining.	CSIE	2009	DBLP DOI BibTeX RDF
1	Tengjiao Wang, Bishan Yang, Jun Gao, Dongqing Yang, Shiwei Tang, Haoyu Wu, Kedong Liu, Jian Pei	MobileMiner: a real world case study of data mining in mobile communication.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	mobile communication data, data stream mining, sequence clustering, community discovery
1	Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba	Approximate Frequent Itemset Discovery from Data Stream.	AI*IA	2009	DBLP DOI BibTeX RDF	Frequent Itemset Discovery, Sliding Window Model, Data Stream Mining
1	Keke Chen, Ling Liu	HE-Tree: a framework for detecting changes in clustering structure for categorical data streams.	VLDB J.	2009	DBLP DOI BibTeX RDF	Categorical data clustering, Change detection, Data stream mining
1	João Gama, Petr Kosina	Tracking Recurring Concepts with Meta-learners.	EPIA	2009	DBLP DOI BibTeX RDF	Recurring Concepts, Data Streams, Concept Drift
1	Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba	Novelty Detection from Evolving Complex Data Streams with Time Windows.	ISMIS	2009	DBLP DOI BibTeX RDF
1	Giovanni Montana, Kostas Triantafyllopoulos, Theodoros Tsagaris	Data stream mining for market-neutral algorithmic trading.	SAC	2008	DBLP DOI BibTeX RDF	flexible least squares, temporal data mining, incremental principal component analysis, algorithmic trading
1	Pari Delir Haghighi, Brett Gillick, Shonali Krishnaswamy, Mohamed Medhat Gaber, Arkady B. Zaslavsky	Situation-Aware Adaptive Visualization for Sensory Data Stream Mining.	KDD Workshop on Knowledge Discovery from Sensor Data	2008	DBLP DOI BibTeX RDF
1	James Cheng, Yiping Ke, Wilfred Ng	Maintaining frequent closed itemsets over a sliding window.	J. Intell. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Sliding window, Frequent Closed Itemset, Data stream mining
1	Bhavani M. Thuraisingham, Latifur Khan, Mohammad M. Masud, Kevin W. Hamlen	Data Mining for Security Applications.	EUC	2008	DBLP DOI BibTeX RDF
1	Hua-Fu Li, Man-Kwan Shan, Suh-Yin Lee	DSM-FI: an efficient algorithm for mining frequent itemsets in data streams.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Single-pass algorithm, Landmark window, Data mining, Data streams, Frequent itemsets
1	Kanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen	Algorithms for Distributed Data Stream Mining.	Data Streams - Models and Algorithms	2007	DBLP DOI BibTeX RDF
1	Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler	Adaptive Spike Detection for Resilient Data Stream Mining.	AusDM	2007	DBLP BibTeX RDF
1	Tiancheng Zhang, Dejun Yue, Yu Gu 0002, Ge Yu	Boolean representation based data-adaptive correlation analysis over time series streams.	CIKM	2007	DBLP DOI BibTeX RDF	boolean representation, time series streams, correlation analysis, data-adaptive
1	Tiancheng Zhang, Dejun Yue, Ge Yu, Yu Gu 0002	Correlation Analysis Based on Hierarchical Boolean Representation over Time Series Data Streams.	FSKD	2007	DBLP DOI BibTeX RDF
1	Hui Yang, Hongyan Liu, Jun He	DELAY : A Lazy Approach for Mining Frequent Patterns over High Speed Data Streams.	ADMA	2007	DBLP DOI BibTeX RDF
1	Jaehoon Kim, Seog Park	Flexible Selection of Wavelet Coefficients for Continuous Data Stream Reduction.	DASFAA	2007	DBLP DOI BibTeX RDF
1	Zhoujun Li, Tao Wang, Ruoxue Wang, Yuejin Yan, Huowang Chen	A New Fuzzy Decision Tree Classification Method for Mining High-Speed Data Streams Based on Binary Search Trees.	FAW	2007	DBLP DOI BibTeX RDF	VFDT, Data Streams, Fuzzy, Binary Search Tree, Continuous Attribute
1	Jaehoon Kim, Seog Park	Flexible Selection of Wavelet Coefficients Based on the Estimation Error of Predefined Queries.	PAKDD Workshops	2007	DBLP DOI BibTeX RDF
1	Mohamed Medhat Gaber, Philip S. Yu	A Holistic Approach for Resource-aware Adaptive Data Stream Mining.	New Generation Comput.	2006	DBLP DOI BibTeX RDF	Resource-aware Computing, Clustering and Data Streams
1	Shuang Wu, Chunyu Yang, Jie Zhou	Clustering-training for Data Stream Mining.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
1	Brett Gillick, Shonali Krishnaswamy, Mohamed Medhat Gaber, Arkady B. Zaslavsky	Visualisation of Fuzzy Classification of Data Elements in Ubiquitous Data Stream Mining.	IWUC	2006	DBLP BibTeX RDF
1	Jun Yan, Ning Liu, Qiang Yang, Benyu Zhang, QianSheng Cheng, Zheng Chen	Mining Adaptive Ratio Rules from Distributed Data Sources.	Data Min. Knowl. Discov.	2006	DBLP DOI BibTeX RDF	Multiple source data mining, Ratio rule, Eigen system analysis, Robust statistics, Data stream mining
1	Hillol Kargupta, Vasundhara Puttagunta, Martin Klein, Kakali Sarkar	On-board Vehicle Data Stream Monitoring Using MineFleet and Fast Resource Constrained Monitoring of Correlation Matrices.	New Generation Comput.	2006	DBLP DOI BibTeX RDF	On-board Vehicle Health Monitoring, Resource constrained Data Mining, Data Stream Mining
1	Yijian Bai, Hetal Thakkar, Haixun Wang, Chang Luo, Carlo Zaniolo	A data stream language and system designed for power and extensibility.	CIKM	2006	DBLP DOI BibTeX RDF	data stream, query language, data stream management system
1	Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta	Orthogonal Decision Trees.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	Orthogonal decision trees, redundancy free trees, Fourier transform, principle component analysis
1	Yong Wang, Zhanhuai Li, Yang Zhang, Longbo Zhang, Yun Jiang	Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts.	ADMA	2006	DBLP DOI BibTeX RDF
1	Charu C. Aggarwal	On Futuristic Query Processing in Data Streams.	EDBT	2006	DBLP DOI BibTeX RDF
1	Joong Hyuk Chang, Won Suk Lee	estWin: Online data stream mining of recent frequent itemsets by sliding window method.	J. Information Science	2005	DBLP DOI BibTeX RDF
1	Philip S. Yu	Data Stream Mining and Resource Adaptive Computation.	DASFAA	2005	DBLP DOI BibTeX RDF
1	Mitsuaki Nakasumi	A Programmable Pipelined Queue for Data Stream Mining.	International Conference on Internet Computing	2005	DBLP BibTeX RDF
1	Yun Chi, Haixun Wang, Philip S. Yu	Loadstar: Load Shedding in Data Stream Mining.	VLDB	2005	DBLP BibTeX RDF
1	Pierre-Alain Laur, Richard Nock, Jean-Emile Symphor, Pascal Poncelet	On the estimation of frequent itemsets for data streams: theory and experiments.	CIKM	2005	DBLP DOI BibTeX RDF	data stream mining
1	Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy	Mining data streams: a review.	SIGMOD Record	2005	DBLP DOI BibTeX RDF
1	Hua-Fu Li, Suh-Yin Lee, Man-Kwan Shan	Online Mining (Recently) Maximal Frequent Itemsets over Data Streams.	RIDE	2005	DBLP DOI BibTeX RDF
1	Hua-Fu Li, Suh-Yin Lee, Man-Kwan Shan	DSM-TKP: Mining Top-K Path Traversal Patterns over Web Click-Streams.	Web Intelligence	2005	DBLP DOI BibTeX RDF
1	Flora Dilys Salim, Shonali Krishnaswamy, Seng Wai Loke, Andry Rakotonirainy	Context-Aware Ubiquitous Data Mining Based Agent Model for Intersection Safety.	EUC Workshops	2005	DBLP DOI BibTeX RDF
1	Haimonti Dutta, Hillol Kargupta, Anupam Joshi	Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices.	HiPC	2005	DBLP DOI BibTeX RDF
1	Carlo Zaniolo	Mining Databases and Data Streams with Query Languages and Rules.	KDID	2005	DBLP DOI BibTeX RDF
1	Nelson C. N. Chu, Adepele Williams, Reda Alhajj, Ken Barker	Data Stream Mining Architecture for Network Intrusion Detection.	IRI	2004	DBLP BibTeX RDF
1	Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy	VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring.	SDM	2004	DBLP BibTeX RDF
1	Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady B. Zaslavsky	A Wireless Data Stream Mining Model.	Wireless Information Systems	2004	DBLP BibTeX RDF
1	Hua-Fu Li, Suh-Yin Lee, Man-Kwan Shan	On mining webclick streams for path traversal patterns.	WWW (Alternate Track Papers & Posters)	2004	DBLP DOI BibTeX RDF	path traversal patterns, web-click streams, data stream mining
1	Hillol Kargupta, Haimonti Dutta	Orthogonal Decision Trees.	ICDM	2004	DBLP DOI BibTeX RDF
1	Hillol Kargupta, Byung-Hoon Park	A Fourier Spectrum-Based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF	Mobile data mining, decision trees, Fourier spectrum
1	Sudipto Guha, Dimitrios Gunopulos, Nick Koudas	Correlating synchronous and asynchronous data streams.	KDD	2003	DBLP DOI BibTeX RDF	data streams, singular value decomposition, approximate computation