PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning

A framework for measuring changes in data characteristics

PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

BOAT—optimistic decision tree construction

SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data

Classification and regression: money *can* grow on trees

KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Scalable algorithms for mining large databases

KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Data mining and the Web: past, present and future

Proceedings of the 2nd international workshop on Web information and data management

Efficient algorithms for mining outliers from large data sets

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data

Efficient algorithms for constructing decision trees with constraints

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

SPARTAN: a model-based semantic compression system for massive data tables

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Scalable data mining with model constraints

ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”

SPARTAN: using constrained models for guaranteed-error semantic compression

ACM SIGKDD Explorations Newsletter

RainForest—A Framework for Fast Decision Tree Construction of Large Datasets

Data Mining and Knowledge Discovery

Mining Very Large Databases

Computer

Algorithms for Finding Attribute Value Group for Binary Segmentation of Categorical Databases

IEEE Transactions on Knowledge and Data Engineering

On the quest for easy-to-understand splitting rules

Data & Knowledge Engineering

Managing Uncertainty and Quality in the Classification Process

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence

RainForest - A Framework for Fast Decision Tree Construction of Large Datasets

VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases

Efficient Data Mining by Active Learning

Progress in Discovery Science, Final Report of the Japanese Discovery Science Project

User-Defined Aggregates in Database Languages

DBPL '99 Revised Papers from the 7th International Workshop on Database Programming Languages: Research Issues in Structured and Semistructured Database Programming

Knowledge evaluation: Other evaluations: minimum description length

Handbook of data mining and knowledge discovery

Cancer classification using gene expression data

Information Systems - Special issue: Data management in bioinformatics

Scoring and ranking the data using association rules

Data mining, rough sets and granular computing

XRules: an effective structural classifier for XML data

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

ART: A Hybrid Classification Model

Machine Learning

A Compact and Accurate Model for Classification

IEEE Transactions on Knowledge and Data Engineering

XRules: An effective algorithm for structural classification of XML data

Machine Learning

Text classification based on the bias of word frequency over categories

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Toward Exploratory Test-Instance-Centered Diagnosis in High-Dimensional Classification

IEEE Transactions on Knowledge and Data Engineering

A discretization algorithm based on Class-Attribute Contingency Coefficient

Information Sciences: an International Journal

An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams

Informatica

Mining decision rules on data streams in the presence of concept drifts

Expert Systems with Applications: An International Journal

Blind paraunitary equalization

Signal Processing

Moving towards efficient decision tree construction

Information Sciences: an International Journal

Fuzzifying Gini Index based decision trees

Expert Systems with Applications: An International Journal

Representing and Inferring Causalities among Classes of Multidimensional Data

APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management

An Optimal Constrained Pruning Strategy for Decision Trees

INFORMS Journal on Computing

Classification spanning private databases

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

Japanese text classification using N-gram and the maximum ratio of term frequency among categories

ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing

Discovering conjecturable rules through tree-based clustering analysis

Expert Systems with Applications: An International Journal

MMDT: a multi-valued and multi-labeled decision tree classifier for data mining

Expert Systems with Applications: An International Journal

BOAI: fast alternating decision tree induction based on bottom-up evaluation

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

A hierarchical shrinking decision tree for imbalanced datasets

DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers

An ensemble of decision cluster crotches for classification of high dimensional data

Knowledge-Based Systems

Conjecturable knowledge discovery: A fuzzy clustering approach

Fuzzy Sets and Systems