Parallel data mining for association rules on shared memory systems

Synthesizing High-Frequency Rules from Different Data Sources

IEEE Transactions on Knowledge and Data Engineering

Design and Evaluation of a High-Level Interface for Data Mining

IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium

An efficient association mining implementation on clusters of SMP

IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium

Data Mining the Yeast Genome in a Lazy Functional Language

PADL '03 Proceedings of the 5th International Symposium on Practical Aspects of Declarative Languages

Efficiently Mining Approximate Models of Associations in Evolving Databases

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Unified descriptive language for association rules in data mining

Second international workshop on Intelligent systems design and application

Frequent Pattern Mining on Message Passing Multiprocessor Systems

Distributed and Parallel Databases

Parallel tree-projection-based sequence mining algorithms

Parallel Computing

Shared Memory Parallelization of Data Mining Algorithms: Techniques, Programming Interface, and Performance

IEEE Transactions on Knowledge and Data Engineering

A methodology for detailed performance modeling of reduction computations on SMP machines

Performance Evaluation - Performance modelling and evaluation of high-performance parallel and distributed systems

Cache-conscious frequent pattern mining on a modern processor

VLDB '05 Proceedings of the 31st international conference on Very large data bases

A characterization of data mining algorithms on a modern processor

DaMoN '05 Proceedings of the 1st international workshop on Data management on new hardware

Out-of-core frequent pattern mining on a commodity PC

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment

ICPADS '06 Proceedings of the 12th International Conference on Parallel and Distributed Systems - Volume 1

Cache-conscious frequent pattern mining on modern and emerging processors

The VLDB Journal — The International Journal on Very Large Data Bases

Efficient pattern mining on shared memory systems: implications for chip multiprocessor architectures

Proceedings of the 2006 workshop on Memory system performance and correctness

Parallel Bifold: Large-scale parallel pattern mining with constraints

Distributed and Parallel Databases

Toward terabyte pattern mining: an architecture-conscious solution

Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming

On the optimal working set size in serial and parallel support vector machine learning with the decomposition algorithm

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61

Multirelational classification: a multiple view approach

Knowledge and Information Systems

Frequent itemset mining on graphics processors

Proceedings of the Fifth International Workshop on Data Management on New Hardware

A load-balanced distributed parallel mining algorithm

Expert Systems with Applications: An International Journal

A distributed placement service for graph-structured and tree-structured data

Proceedings of the 15th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming

Performance characterization of data mining benchmarks

Proceedings of the 2010 Workshop on Interaction between Compilers and Computer Architecture

Performance study of distributed Apriori-like frequent itemsets mining

Knowledge and Information Systems

POTMiner: mining ordered, unordered, and partially-ordered trees

Knowledge and Information Systems

I/O conscious algorithm design and systems support for data analysis on emerging architectures

IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing

Fast sparse matrix-vector multiplication on GPUs: implications for graph mining

Proceedings of the VLDB Endowment

Mining frequent patterns from XML data: Efficient algorithms and design trade-offs

Expert Systems with Applications: An International Journal

HyParSVM: a new hybrid parallel software for support vector machine learning on SMP clusters

Euro-Par'06 Proceedings of the 12th international conference on Parallel Processing

Rule synthesizing from multiple related databases

PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II

Compiler and runtime support for shared memory parallelization of data mining algorithms

LCPC'02 Proceedings of the 15th international conference on Languages and Compilers for Parallel Computing

A distributed hebb neural network for network anomaly detection

ISPA'07 Proceedings of the 5th international conference on Parallel and Distributed Processing and Applications

GPU acceleration of probabilistic frequent itemset mining from uncertain databases

Proceedings of the 21st ACM international conference on Information and knowledge management

Parallel approaches to machine learning-A comprehensive survey

Journal of Parallel and Distributed Computing

Computing n-gram statistics in MapReduce

Proceedings of the 16th International Conference on Extending Database Technology

Mind the gap: large-scale frequent sequence mining

Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data

Direct out-of-memory distributed parallel frequent pattern mining

Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications