See this document in CiteSeerX!

Distributed Data Mining Bibliography  (Make Corrections)  
Kun Liu, Hillol Kargupta and Jessica Ryan Computer Science and Electrical...



  Home/Search   Context   Related

 
View or download:
umbc.edu/%7Ehillol/DDMBIB/ddmbib.pdf
Cached:  PS.gz  PS  PDF   Image  Update  Help

From:  alfa.ist.utl.pt/~cvrm...citations (more)
(Enter author homepages)

Rate this article: (best)
  Comment on this article  
(Enter summary)

Abstract: Advances in computing and communication over wired and wireless networks have resulted in many pervasive distributed computing environments. Many of these environments deal with different distributed sources of voluminous data, multiple compute nodes, and distributed user community. Analyzing and monitoring these distributed data sources require a data mining technology designed for distributed applications. The field of distributed data mining (DDM) deals with this problem---mining distributed ... (Update)

Active bibliography (related documents):   More   All
3.8:   A Hybrid Model for Delivering Internet-based Distributed Data.. - Krishnaswamy (2002)   (Correct)
1.8:   Distributed Clustering Using Collective Principal.. - Kargupta, Huang.. (1999)   (Correct)
1.5:   Context-based Distributed Regression In Virtual.. - Xing, Madden, Duggan, Lyons (2003)   (Correct)

Similar documents based on text:   More   All
0.2:   Dependency Detection in MobiMine and Random Matrices - Kargupta, Sivakumar, Ghosh (2002)   (Correct)
0.2:   Decision Making In Genetic Algorithms: A Signal-To-Noise.. - Kargupta, Goldberg (1994)   (Correct)
0.2:   MobiMine: Monitoring the Stock Market from a PDA - Kargupta, Park, Pittie, Liu, .. (2001)   (Correct)

BibTeX entry:   (Update)

@misc{ hillol-distributed,
  author = "Kun Liu and Hillol Kargupta and Jessica Ryan and Kanishka Bhaduri ",
  title = "Distributed Data Mining Bibliography",
  year = "2004",
  address = "University of Maryland Baltimore County",
  url = "citeseer.ist.psu.edu/655119.html",
  url = "http://www.cs.umbc.edu/~hillol/DDMBIB" }
Citations (may not include all citations):
117   IEEE Transactions On Knowledge And Data Engineering (context) - Agrawal, Shafer et al. - 1996
97   Communications of the ACM (context) - Cannataro, Talia et al. - 2003
89   The Data Grid: Towards an Architecture For the Distributed M.. - Chervenak, Foster et al. - 1999
86   Privacy Preserving Data Mining - Lindell, Pinkas - 2002
86   JAM: Java Agents for Meta-Learning over Distributed Database.. - Stolfo - 1997
71   A Comparative Evaluation of Voting and Meta-learning on Part.. - Chan, Stolfo - 1995
63   A Tree Projection Algorithm for Generation of Frequent Item .. - Agarwal, Aggarwal et al. - 2001
59   Toward Parallel and Distributed Learning by Meta-learning - Chan, Stolfo - 1993
52   A Fast Distributed Algorithm for Mining Association Rules - Cheung, Han et al. - 1996
45   Parallel Data Mining for Association Rules on Shared-Memory .. - Zaki, Ogihara et al. - 1996
45   Privacy-preserving Distributed Mining of Association Rules o.. - Kantarcioglu, Clifton - 2002
45   Parallel Data Mining for Association Rules on Shared-Memory .. - Parthasarathy, Zaki et al. - 2001
44   Privacy Preserving Association Rule Mining in Vertically Par.. - Vaidya, Clifton - 2002
39   Parallel and Distributed Association Mining: A Survey - Zaki - 1999
39   A Data-clustering Algorithm on Distributed Memory Multiproce.. - Dhillon, Modha - 1999
37   the Accuracy of Meta-learning for Scalable Data Mining - Chan, Stolfo - 1996
36   Toward Scalable Learning with Non-uniform Class and Cost Dis.. - Chan, Stolfo - 1998
34   Meta-learning in Distributed Data Mining Systems: Issues and.. - Prodromidis, Chan - 2000
32   High Performance OLAP and Data Mining on Parallel Computers - Goil, Choudhary - 1997
32   Cooperative Distributed Problem Solving (context) - Durfee, Lesser et al. - 1989
29   Collective Data Mining: A New Perspective Towards Distribute.. - Kargupta, Park et al. - 2000
28   Adaptive Performance Prediction for Distributed Data-intensi.. - Faerman, Su et al. - 1999
26   Sharing Learned Models among Remote Database Partitions by L.. - Chan, Stolfo - 1996
26   Understanding the Role of Negotiation in Distributed Search .. - Lander, Lesser - 1993
24   Horting Hatches an Egg: A New Graph-Theoretic Approach to Co.. - Aggarwal, Wolf et al. - 1999
23   Distributed Top-K Monitoring - Babcock, Olston - 2003
23   Advances in Distributed and Parallel Knowledge Discovery (context) - Kargupta, Chan - 2000
20   Distributed Data Mining Using An Agent Based Architecture (context) - Kargupta, Hamzaoglu et al. - 1997
20   Secure Multi-Party Computational Geometry - Atallah, Du - 2001
18   Customizing Distributed Search Among Agents with Heterogeneo.. - Lander, Lesser - 1992
18   Distributed Value Functions - Schneider, Wong et al. - 1999
18   Distributed Knowledge Networks - Honavar, Miller et al. - 1998
18   Exploiting Meta-Level Information in a Distributed Schedulin.. - Neiman - 1994
16   The Preliminary Design of Papyrus: A System for High Perform.. - Grossman, Bailey et al. - 2000
15   The WoRLD: Knowledge Discovery from Multiple Distributed Dat.. - Aronis, Kolluri et al. - 1996
15   Online Data Mining for Co-Evolving Time Sequences - Yi, Sidiropoulos et al. - 2000
15   Means Clustering over Vertically Partitioned Data (context) - Vaidya, Clifton - 2003
15   Tools for Privacy Preserving Distributed Data Mining - Clifton, Kantarcioglu et al. - 2002
14   Scalable Exploratory Data Mining of Distributed Geoscientifi.. - Shek, Muntz et al. - 1996
14   Memory Placement Techniques for Parallel Association Mining - Parthasarathy, Zaki et al. - 1998
13   Distributed Clustering Using Collective Principal Component .. - Kargupta, Huang et al. - 2001
13   Building Decision Tree Classifier on Private Data - Du, Zhan - 2002
13   Distributed Cooperative Bayesian Learning Strategies (context) - Yamanishi - 1997
13   Distributed Data Mining: Algorithms (context) - Park, Kargupta - 2002
12   WebSail: From On-line Learning to Web Search - Chen, Meng et al. - 2002
12   Applying a Data Miner To Heterogeneous Schema Integration (context) - Dao, Perry - 1995
12   Self-Organized Stigmergic Document Maps: Environment as a Me.. - Ramos, Merelo
12   An Architecture for Distributed Enterprise Data Mining (context) - Chattratichat, Darlington et al. - 1999
12   Hierarchical Clustering From Distributed (context) - Johnson, Kargupta - 1999
11   Privacy-Preserving Cooperative Scientific Computations - Du, Atallah - 2001
11   Distributed Data Mining in Credit Card Fraud Detection - Chan, Fan et al. - 1999
10   Secure Multi-Party Computation Problems and Their Applicatio.. - Du, Atallah - 2001
10   Distributed Web Mining using Bayesian Networks from Multiple.. (context) - Chen, Krishnamoorthy et al. - 2001
10   Distributed Data Mining of Probabilistic Knowledge (context) - Lam, Segre - 1997
10   MobiMine: Monitoring the Stock Market from a PDA - Kargupta, Park et al. - 2002
10   Methods for Linking and Mining Massive Heterogeneous Databas.. - Pinheiro, Sun - 1998
10   Papyrus: A System for Data Mining Over Local and Wide Area C.. - Bailey, Grossman et al. - 1999
9   A Framework for Learning from Distributed Data Using Su#cien.. - Caragea, Silvescu et al. - 2003
8   Random Projection for High Dimensional Data Clustering: A Cl.. (context) - Fern, Brodley
8   Towards a Theoretical Framework for Analysis and Synthesis o.. - Caragea, Silvescu et al. - 2001
8   An Architecture for Privacy-preserving Mining of Client Info.. - Kantarcioglu, Vaidya - 2002
8   Data Management for Large-Scale Scientific Computations in H.. - Choudhary, Kandemir et al. - 2000
8   KOMET - A System for the Integration of Heterogeneous Inform.. - Calmet, Jekutsch et al. - 1997
8   An Architecture for Distributed Data Mining (context) - Subramonian, Parthasarathy - 1998
7   Agent-Based Knowledge Discovery - Davies, Edwards - 1995
7   Parallel and Distributed Search for Structure in Multivariat.. - Oates, Schmill et al. - 1997
7   A Multi-Relational Decision Tree Learning Algorithm - Implem.. - Atramentov, Leiva et al. - 2003
7   When Distribution is Part of the Semantics: A New Problem Cl.. (context) - Wirth, Borth et al. - 2001
7   A Framework for Finding Distributed Data Mining Strategies T.. - Grossman, Turinsky - 2000
7   The Application of AdaBoost for Distributed (context) - Fan, Stolfo et al. - 1999
7   PARSIMONY: An Infrastructure for Parallel Multidimensional A.. (context) - Goil, Choudhary - 2001
7   Diamond Eye: A distributed architecture for image data minin.. - Burl, Fowlkes et al. - 1999
7   Information Extraction and Integration from Heterogeneous (context) - Reinoso-Castillo, Silvescu et al. - 2003
7   Data Mining Models as Services on the Internet - Sarawagi, Nagaralu - 2000
7   Parallel Sequence Mining on Shared-Memory Machines - Zaki - 2001
7   Intelligent Mobile Agents for Information Retrieval and Know.. - Yang, Honavar et al. - 1998
7   Pruning Classifiers in a Distributed Meta-Learning System - Prodromidis, Stolfo et al. - 1998
7   Privacy Preserving Clustering with Distributed EM Mixture Mo.. (context) - Lin, Clifton et al.
6   Distributed Multivariate Regression Using Wavelet-Based Coll.. - Hershberger, Kargupta - 2001
6   An Architecture to Support Distributed Data Mining Services .. - Krishnaswamy, Zaslavsky et al. - 2000
6   cient collective communication in distributed heterogeneous .. (context) - Bhat, Raghavendra et al. - 2003
6   Discovery Net: Towards a Grid of Knowledge Discovery (context) - Curcin, Ghanem et al. - 2002
6   cient Mining of Association Rules in Distributed Databases (context) - Cheung, Ng et al. - 1996
6   Clustering Distributed Homogeneous Datasets - Parthasarathy, Ogihara - 1910
6   Distributed Learning: An Agent-Based Approach to DataMining - Davies, Edwards - 1995
5   Robust Order Statistics based Ensemble for Distributed Data .. (context) - Tumer, Ghosh - 2000
5   Conceptual Clustering Heterogeneous Distributed Databases (context) - McClean, Scotney et al. - 2000
5   Fast Parallel Association Rules Mining without Candidacy Gen.. (context) - Zaiane, El-Hajj et al. - 2001
5   Shared State for Distributed Interactive Data Mining Applica.. (context) - Parthasarathy, Dwarkadas - 2002
5   Boosting Algorithms for Parallel and Distributed Learning (context) - Lazarevic, Obradovic - 2002
5   Robust Order Statistics Based Ensembles for Distributed Data.. (context) - Ghosh, Tumer - 2000
5   Distributed Learning With Bagging-like Performance - Chawla, Moore et al. - 2003
5   Towards Data Mining Services on the Internet with a Multiple.. - Krishnaswamy, Zaslavsky et al. - 2001
5   Knowledge Discovery from Heterogeneous Data Streams Using Fo.. (context) - Park - 2001
4   Distributed Clustering and Local Regression for Knowledge Di.. - Lazarevic, Pokrajac et al. - 2000
4   A Fourier Analysis-Based Approach to Learn Classifier from D.. (context) - Park, Ayyagari et al. - 2001
4   KNOWLEDGE GRID: High Performance Knowledge Discovery on the .. (context) - Cannataro, Talia et al. - 2001
4   Decision Tree Induction from Distributed (context) - Caragea, Silvescu et al. - 2003
4   Distributed learning with Knowledge Probing: A New Framework.. (context) - Guo, Sutiwaraphun - 2000
4   ect of Data Skewness in Parallel Mining of Association Rules (context) - Cheung, Xiao - 1998
4   Toward Real Time Discovery from Distributed Information Sour.. - Cho, Wuthrich - 1998
4   Approaches to Parallel GraphBased Knowledge Discovery (context) - Cook, Holder et al. - 2001
4   A Decoupled Scheduling Approach for Grid Application Develop.. (context) - Dail, Berman et al. - 2003
4   Scalable Parallel Clustering for Data Mining on Multicompute.. - Foti, Lipari et al. - 2000
4   Privacy-Preserving Collaborative Filtering using Randomized .. - Polat, Du - 2003
4   Shared Memory Parallelization of Data Mining Algorithms: Tec.. - Jin, Agrawal - 2002
4   Privacy-preserving Distributed Clustering using Generative M.. - Merugu, Ghosh - 2003
4   Distributed Data Mining: Scaling Up and Beyond - Provost - 2000
4   Exploiting Dataset Similarity for Distributed Mining (context) - Parthasarathy, Ogihara - 2000
3   A Consensus Framework for Integrating Distributed Clustering.. - Ghosh, Strehl et al. - 2002
3   A Data Mining Toolset for Distributed High-Performance Platf.. (context) - Cannataro, Congiusta et al. - 2002
3   Mining Decentralized Data Repositories (context) - Crestana, Sopkar - 1999
3   Sphinx: A Scheduling Middleware for Data Intensive Applicati.. (context) - Cavanaugh - 2003
3   Communication Patterns in Distributed Computations (context) - Kshemkalyani, Singhal - 2002
3   A Parallel Algorithm for Computing the Generalized Singular .. (context) - Bai - 1994
3   Learning to Share Distributed Probabilistic Beliefs (context) - Leckie, Kotagiri
3   webSPADE: A Parallel Sequence Mining Algorithm to Analyze We.. - Demiriz - 2002
3   Parallel Data Mining on ATM-connected PC cluster and Optimiz.. - Oguchi, Kitsuregawa - 2000
3   Using General Grid Tools and Compiler Technology for Distrib.. (context) - Du, Agrawal - 2002
3   cient Parallel Data Mining for Association Rules (context) - Park, Chen et al. - 1995
3   Learning Bayesian Network Structure from Distributed Data - Sivakumar, Chen et al. - 2003
3   Frequent Itemset Counting Across Multiple Tables (context) - Jensen, Soparkar - 2000
3   A Scalable Approach to Integrating Heterogeneous Aggregate V.. (context) - McClean, Scotney et al. - 2003
3   A Negotiation Agent for Distributed Heterogeneous Statistica.. (context) - McClean, Pairceir et al. - 2002
3   The Design of a Platform for Distributed KDD Components (context) - Wendel, Guo - 2002
3   Merging Multiple Data Streams On Common Keys Over High Perfo.. - Mazzucco, Ananthanarayan et al. - 2002
3   A Framework for Distributed Reinforcement Learning (context) - Gu, Maddox - 1995
3   Creating Ensembles of Classifiers - Chawla, Eschrich et al. - 2001
3   Combining Multiple Weak Clusterings - Topchy, Jain et al. - 2003
3   A New Algorithm for Learning Parameters of a Bayesian Networ.. (context) - Chen, Krishnamoorthy - 2002
3   Cost-based Modeling for Fraud and Intrusion Detection: Resul.. - Stolfo, Fan et al. - 2000
3   Dependency Detection in MobiMine and Random Matrices - Kargupta, Sivakumar et al. - 2002
3   Supporting the Optimisation of Distributed Data Mining by Pr.. - Krishnaswamy, Loke et al. - 2002
3   Scalable Parallel Matrix Multiplication on Distributed Memor.. (context) - Li - 2001
3   Supporting the Optimisation of Distributed Data Mining by Pr.. - Krishnaswamy, Loke et al. - 2002
2   Characterization and Parallelization of Decision-Tree Induct.. - Bradford, Fortes - 2001
2   InfoGrid: providing information integration for knowledge di.. - Giannadakis, Rowe et al. - 2003
2   A Goal-driven Auto-Configuration Tool for the Distributed Wo.. - Gillmann, Weienfels et al. - 2000
2   Techniques for Estimating the Computation and Communication .. - Krishnaswamy, Zaslavsky et al.
2   PaDDMAS: Parallel and Distributed Data Mining Application Su.. - Rana, Walker et al. - 2000
2   Coactive Learning for Distributed Data Mining - Grecu, Becker - 1998
2   Evolving a Stigmergic Self-Organized DataMining - Ramos, Abraham - 2004
2   Distributed and Dynamic Mining of Association Rules (context) - Ananthanarayana, Subramanian et al. - 2000
2   Managing Heterogeneous Resources in Data Mining Applications.. (context) - Mastroianni, Talia et al. - 2003
2   A Parallel and Distributed Environment for Database Rule Pro.. (context) - Stolfo, Dewan et al. - 1995
2   ective Stacking of Distributed Classifiers (context) - Tsoumakas, Vlahavas - 2002
2   Quantization-based filtering in distributed discrete event s.. (context) - Zeigler, Cho et al. - 2002
2   Constructing Simpler Decision Trees from Ensemble Models Usi.. - Park, Kargupta - 2002
2   Introduction: Recent Development in Parallel and Distributed.. (context) - Zaki, Pin - 2002
2   The Distributed Boosting Algorithm - Lazarevic, Obradovic - 2001
2   Comparing Pure Parallel Ensemble Creation Techniques against.. - Hall, Bowyer - 2003
2   A distributed spectral-screening PCT algorithm - Achalakul, Taylor - 2003
2   Distributed and Parallel Data Mining: Emergence (context) - Kargupta, Kamath et al. - 2000
2   Discovery of Multi-level Rules and Exceptions From a Distrib.. (context) - Pairceir, McClean et al. - 2000
2   Mining Time-critical Data Stream Using the Fourier Spectrum .. (context) - Kargupta, Park - 2001
2   Distributed Searching of Multi-dimensional Data: A Performan.. (context) - Barillari, Nardelli et al. - 1998
2   Collective Data Mining From Distributed Vertically Partition.. - Kargupta, Park et al. - 1998
2   Automated Discovery of Rules and Exceptions from Distributed.. (context) - Pairceir, McClean et al. - 1999
2   A Multiagent Perspective of Parallel and Distributed Machine.. - Wei - 1998
2   Detecting Patterns of Change Using Enhanced Parallel Coordin.. (context) - Zhao, Liu et al. - 2003
2   Learning Distributed Representations by Mapping Concepts and.. - Paccanaro, Hinton
2   Distributed Regression for Heterogeneous Data Sets - Xing, Madden et al.
2   Mining Databases with Di#erent Schemas: Integrating Incompat.. - Prodromidis, Stolfo - 1998
2   Discovering Homogeneous Regions in Spatial Data through Comp.. (context) - Vucetic, Obradovic
2   Communication and Memory E#cient Parallel Decision Tree Cons.. (context) - Jin, Agrawal - 2003
2   Distributed Web Log Mining Using Maximal Large Itemsets (context) - Sayal, Scheuermann - 2001
2   Secure Distributed Database Mining: Principles of Design (context) - Jones, Hall et al. - 2000
2   A Data Parallel Approach for LargeScale Gaussian Process Mod.. - Choudhury, Nair et al. - 2002
2   Internet Delivery of Distributed Data Mining Services: Archi.. (context) - Krishnaswamy, Zaslasvky et al. - 2003
2   Activating a Passive Database Using Knowledge Discovery Tech.. (context) - Krishnaswamy, Zaslavsky - 1998
1   Towards Service-Based Approaches to Data Mining in Grids (context) - Sunderam - 2003
1   A Hybrid Fragmentation Approach for Distributed Deductive Da.. (context) - Lim, Ng - 2001
1   GAIA to Grasshopper: Engineering Mobile Agent Applications (context) - Sutandiyo, Chhetri et al.
1   Distributed data Mining in a Chain Store Database of Short T.. - Lin, Lee et al. - 2002
1   Distributed Mining of Classification Rules (context) - Cho, Wuthrich - 2002
1   Grid-based Data Mining and the Knowledge Grid Framework (context) - Talia - 2003
1   Distributed Data Mining of Large Classifier Ensembles - Tsoumakas, Vlahavas - 2002
1   A Novel Approach to Fast Discrete Fourier Transform (context) - Liu, Li et al. - 2001
1   Vertical Partitioning and Distributed Association Rule Minin.. (context) - Coenen, Leng et al. - 2003
1   Similarity Based Distributed Classification - Tsoumakas, Angelis et al.
1   Data Allocation Algorithm for Parallel Association Rule Disc.. - Manning, Keane
1   Parallelization of the Incremental Proximal Support Vector M.. (context) - Tveit, Engum - 2003
1   in Secure Multi-Party Computation (context) - Vaidya, Clifton et al. - 2003
1   Conceptual Clustering of Heterogeneous Sequences via Schema .. (context) - McClean, Scotney et al. - 2002
1   Temporal Probabilistic Concepts from Heterogeneous Data Sequ.. (context) - McClean, Scotney et al. - 2002
1   Research Issues in Distributed Mining and Monitoring (context) - Demers, Gehrke et al. - 2002
1   Using Evidence Theory for the Integration of Distributed Dat.. (context) - McClean, Scotney - 1997
1   Performance Controlled Data Reduction for Knowledge Discover.. - Vucetic, Obradovic
1   Distributed Classification Using OIKI DDM Model - Medhat
1   High-Dimensional Nearest Neighbor Search with Remote Data Ce.. (context) - Wang, Wang - 2002
1   Distributed Algorithms for Finding the Unique Minimum Distan.. (context) - Wang, Chang et al. - 2003
1   Distributed Cooperative Mining for Information Consortium (context) - Morinaga, Yamanishi et al. - 2003
1   Mining Qualified Association Rules in Distributed Databases (context) - Nestorov - 2003
1   and Development in Knowledge Discovery (context) - Nowak, Partial et al. - 1998
1   Mining Association Rules in Peer-to-Peer Systems (context) - Wol, Schuster - 2003
1   A High-Performance Distributed Algorithm for Mining Associat.. - Wol, Schuster et al. - 2003
1   A Distributed Formation of Smallest Faulty Orthogonal Convex.. (context) - Wu - 2002
1   A parallel ILP algorithm that incorporates incremental batch.. (context) - Fonseca, Camacho et al. - 2003
1   Incremental Techniques for Mining Dynamic and Distributed Da.. - Otey, Veloso et al. - 2003
1   Distributed Data Clustering Can Be E#cient and Exact (context) - Forman, Zhang - 2000

[Article contains additional citations not shown here]

Documents on the same site (http://alfa.ist.utl.pt/~cvrm/staff/vramos/citations.html):
Interactive Evolution of Ant Paintings - Aupetit Bordeau Monmarch   (Correct)
Web Page Classification with an Ant Colony Algorithm.. - Computing Laboratory .. (2004)   (Correct)

Online articles have much greater impact   More about CiteSeer.IST   Add search form to your site   Submit documents   Feedback  

CiteSeer.IST - Copyright Penn State and NEC