Inferring decision trees using the minimum description length principle
Information and Computation
On changing continuous attributes into ordered discrete attributes
EWSL-91 Proceedings of the European working session on learning on Machine learning
C4.5: programs for machine learning
C4.5: programs for machine learning
Machine Learning
General and Efficient Multisplitting of Numerical Attributes
Machine Learning
Multiple Comparisons in Induction Algorithms
Machine Learning
Lazy Learning of Bayesian Rules
Machine Learning
Automatic categorization of case law
Proceedings of the 8th international conference on Artificial intelligence and law
New learning paradigms in soft computing
Analyzing maintenance data using data mining methods
Data mining for design and manufacturing
An integrated approach for scaling up classification and prediction algorithms for data mining
SAICSIT '02 Proceedings of the 2002 annual research conference of the South African institute of computer scientists and information technologists on Enablement through technology
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
Discretization: An Enabling Technique
Data Mining and Knowledge Discovery
Multi-Layer Hierarchical Rule Learning in Reactive Robot Control Using Incremental Decision Trees
Journal of Intelligent and Robotic Systems
Acquiring Customers' Requirementsin Electronic Commerce
Artificial Intelligence Review
IEEE Transactions on Knowledge and Data Engineering
A Modified Chi2 Algorithm for Discretization
IEEE Transactions on Knowledge and Data Engineering
Distributed mining of classification rules
Knowledge and Information Systems
Handling Continuous-Valued Attributes in Decision Tree with Neural Network Modelling
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Extracting Business Benefit from Operational Data
HPCN Europe 2000 Proceedings of the 8th International Conference on High-Performance Computing and Networking
End-User Access to Multiple Sources - Incorporating Knowledge Discovery into Knowledge Management
PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
Neural-Based Approaches for Improving the Accuracy of Decision Trees
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Fuzzy-Neural Inference in Decision Trees
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
T3: A Classification Algorithm for Data Mining
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
A Lazy Model-Based Algorithm for On-Line Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
An Induction Algorithm Based on Fuzzy Logic Programming
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
VQTree: Vector Quantization for Decision Tree Induction
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Boosting the Performance of Nearest Neighbour Methods with Feature Selection
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Rule Reduction over Numerical Attributes in Decision Tree Using Multilayer Perceptron
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Combining the Strength of Pattern Frequency and Distance for Classification
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Learning Interaction Models in a Digital Library Service
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
The Biases of Decision Tree Pruning Strategies
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Learning Rules from Distributed Data
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
A Clustering-Based Constructive Induction Method and Its Application to Rheumatoid Arthritis
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Granular computing
Data reduction: discretization of numerical attributes
Handbook of data mining and knowledge discovery
Supervised fuzzy clustering for the identification of fuzzy classifiers
Pattern Recognition Letters
Measuring and managing the effectiveness of personalization
ICEC '03 Proceedings of the 5th international conference on Electronic commerce
Conquering Uncertainty in Multiple-Valued Logic Design
Artificial Intelligence Review
A Compact and Accurate Model for Classification
IEEE Transactions on Knowledge and Data Engineering
DeEPs: A New Instance-Based Lazy Discovery and Classification System
Machine Learning
Simplifying decision trees: A survey
The Knowledge Engineering Review
Comparison of Heuristic Criteria for Fuzzy Rule Selection in Classification Problems
Fuzzy Optimization and Decision Making
Incremental Maintenance on the Border of the Space of Emerging Patterns
Data Mining and Knowledge Discovery
Multistrategy Ensemble Learning: Reducing Error by Combining Ensemble Learning Techniques
IEEE Transactions on Knowledge and Data Engineering
Online adaptive decision trees
Neural Computation
Building multi-way decision trees with numerical attributes
Information Sciences: an International Journal
Interpretable Hierarchical Clustering by Constructing an Unsupervised Decision Tree
IEEE Transactions on Knowledge and Data Engineering
Genetic fuzzy discretization with adaptive intervals for classification problems
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Discovering "title-like" terms
Information Processing and Management: an International Journal
Determining the fitness of a document model by using conflict instances
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
Automatically utilizing secondary sources to align information across sources
AI Magazine - Special issue on semantic integration
Adapting k-means for supervised clustering
Applied Intelligence
A Self-Organizing Computing Network for Decision-Making in Data Sets with a Diversity of Data Types
IEEE Transactions on Knowledge and Data Engineering
Conquering uncertainty in multiple-valued logic design
Artificial intelligence in logic design
Computers and Operations Research
A hybrid learning-based model for on-line detection and analysis of control chart patterns
Computers and Industrial Engineering
Dynamics of modeling in data mining: interpretive approach to bankruptcy prediction
Journal of Management Information Systems - Special section: Data mining
A simple and fast multi-class piecewise linear pattern classifier
Pattern Recognition
Combining decision tree and Naive Bayes for classification
Knowledge-Based Systems
International Journal of Approximate Reasoning
Information Sciences: an International Journal
Computers in Biology and Medicine
Breast cancer diagnosis using least square support vector machine
Digital Signal Processing
A comparative study of classification methods for microarray data analysis
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
A hybrid genetic algorithm for feature selection wrapper based on mutual information
Pattern Recognition Letters
Reducing decision tree fragmentation through attribute value grouping: A comparative study
Intelligent Data Analysis
Adaptive fastest path computation on a road network: a traffic mining approach
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Expert Systems with Applications: An International Journal
Predictive factors of glycemic control: a comparison of decision tree and neural networks
ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
Temporal representation for gene networks: towards a qualitative temporal data mining
International Journal of Data Mining and Bioinformatics
Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers
International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
Journal of Biomedical Informatics
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Predicting information seeker satisfaction in community question answering
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
International Journal of Wireless and Mobile Computing
Computers and Industrial Engineering
A methodology for automated fuzzy model generation
Fuzzy Sets and Systems
An Artificial Immune Network Model Applied to Data Clustering and Classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Behavioural Modeling by Clustering Based on Utility Measures
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
Fuzzy Classifier with Probabilistic IF-THEN Rules
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Decision Tree Instability and Active Learning
ECML '07 Proceedings of the 18th European conference on Machine Learning
Learning Higher Accuracy Decision Trees from Concept Drifting Data Streams
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
e-Learning Issues under an Affective Perspective
ICWL '08 Proceedings of the 7th international conference on Advances in Web Based Learning
Robotic vocabulary building using extension inference and implicit contrast
Artificial Intelligence
Recognition of multi-interval rules in dataset with continuous-valued attributes
Expert Systems with Applications: An International Journal
Support vector machines combined with feature selection for breast cancer diagnosis
Expert Systems with Applications: An International Journal
Discovering genres of online discussion threads via text mining
Computers & Education
A Flexible Approach for Planning Schema Matching Algorithms
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Safety analysis on a vibrating prismatic body: A data-mining approach
Expert Systems with Applications: An International Journal
Constructing a decision tree from data with hierarchical class labels
Expert Systems with Applications: An International Journal
Moving towards efficient decision tree construction
Information Sciences: an International Journal
Fuzzifying Gini Index based decision trees
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Modeling information-seeker satisfaction in community question answering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Feature Selection in Genetic Fuzzy Discretization for the Pattern Classification Problems
IEICE - Transactions on Information and Systems
Improved Classification for Problem Involving Overlapping Patterns
IEICE - Transactions on Information and Systems
Improved Frame Mode Selection for AMR-WB+ Based on Decision Tree
IEICE - Transactions on Information and Systems
Decision tree and first-principles model-based approach for reactor runaway analysis and forecasting
Engineering Applications of Artificial Intelligence
GA-based learning bias selection mechanism for real-time scheduling systems
Expert Systems with Applications: An International Journal
The Problem of Object Recognition in the Presence of Noise in Original Data
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Self-Organizing Maps with Non-cooperative Strategies (SOM-NC)
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Application of evolutionary algorithms in detection of SIP based flooding attacks
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Gesture Recognition with a 3-D Accelerometer
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Granular Computing and Rough Sets to Generate Fuzzy Rules
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Constructing an ARP attack detection system with SNMP traffic data mining
Proceedings of the 11th International Conference on Electronic Commerce
Using Resampling Techniques for Better Quality Discretization
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Environmental Modelling & Software
Analyzing a class of pseudo-random bit generator through inductive machine learning paradigm
Intelligent Data Analysis
Customer Churn Prediction for Broadband Internet Services
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Minimum splits based discretization for continuous features
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Using case-based reasoning in interpreting unsupervised inductive learning results
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Distributed data mining: why do more than aggregating models
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Precise wavelet for current signature in 3φ IM
Expert Systems with Applications: An International Journal
Statistical analysis of mammographic features and its classification using support vector machine
Expert Systems with Applications: An International Journal
A hybrid learning-based model for on-line detection and analysis of control chart patterns
Computers and Industrial Engineering
Expert Systems with Applications: An International Journal
Misfire identification in a four-stroke four-cylinder petrol engine using decision tree
Expert Systems with Applications: An International Journal
An ensemble approach applied to classify spam e-mails
Expert Systems with Applications: An International Journal
A hybrid forecast marketing timing model based on probabilistic neural network, rough set and C4.5
Expert Systems with Applications: An International Journal
Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform
Digital Signal Processing
International Journal of Data Analysis Techniques and Strategies
Collaborative clustering with background knowledge
Data & Knowledge Engineering
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Transmembrane segments prediction and understanding using support vector machine and decision tree
Expert Systems with Applications: An International Journal
Forecasting electronic industry EPS Using an integrated ANFIS model
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Switching class labels to generate classification ensembles
Pattern Recognition
AH-questionnaire: An adaptive hierarchical questionnaire for learning styles
Computers & Education
Expert Systems with Applications: An International Journal
Vibration based fault diagnosis of monoblock centrifugal pump using decision tree
Expert Systems with Applications: An International Journal
Discretizing continuous attributes in AdaBoost for text categorization
ECIR'03 Proceedings of the 25th European conference on IR research
A novel feature selection approach by hybrid genetic algorithm
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Optimization of fuzzy rules for classification using genetic algorithm
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Supportive utility of irrelevant features in data preprocessing
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
An ontology-based software framework to provide educational data mining
Proceedings of the 2010 ACM Symposium on Applied Computing
Experience management: foundations, development methodology, and internet-based applications
Experience management: foundations, development methodology, and internet-based applications
Towards whole brain segmentation by a hybrid model
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Multivariate imputation of genotype data using short and long range disequilibrium
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Handling numeric attributes in hoeffding trees
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Data mining application on crash simulation data of occupant restraint system
Expert Systems with Applications: An International Journal
A new node splitting measure for decision tree construction
Pattern Recognition
Rule validation of a meta-classifier through a Galois (concept) lattice and complementary means
CLA'06 Proceedings of the 4th international conference on Concept lattices and their applications
On improving discretization quality by a bagging technique
ICNC'09 Proceedings of the 5th international conference on Natural computation
Using emerging subsequence in classifying protein structural class
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Rough set-based decision tree construction algorithm
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Differential Evolution for learning the classification method PROAFTN
Knowledge-Based Systems
A two-stage clustering approach for multi-region segmentation
Expert Systems with Applications: An International Journal
Intelligent phishing detection system for e-banking using fuzzy data mining
Expert Systems with Applications: An International Journal
A meta-heuristic approach for improving the accuracy in some classification algorithms
Computers and Operations Research
International Journal of Computational Intelligence Studies
Brain decoding of FMRI connectivity graphs using decision tree ensembles
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Hierarchical fuzzy clustering decision tree for classifying recipes of ion implanter
Expert Systems with Applications: An International Journal
Neural Network Classifier with Entropy Based Feature Selection on Breast Cancer Diagnosis
Journal of Medical Systems
STHANA: profitability forecast and situation analysis for automated teller machines
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
MySQL data mining: extending MySQL to support data mining primitives (demo)
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
GeeAir: a universal multimodal remote control device for home appliances
Personal and Ubiquitous Computing
Internet traffic classification demystified: on the sources of the discriminative power
Proceedings of the 6th International COnference
Machine learning approach for automated visual inspection of machine components
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Methods and algorithms of information generalization in noisy databases
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Using remote data mining on LIDAR and imagery fusion data to develop land cover maps
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Using genetic K-means algorithm for PCA regression data in customer churn prediction
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Expert Systems with Applications: An International Journal
Active rule learning using decision tree for resource management in Grid computing
Future Generation Computer Systems
WBCD breast cancer database classification applying artificial metaplasticity neural network
Expert Systems with Applications: An International Journal
Hybrid ensemble approach for classification
Applied Intelligence
Wavelet decomposition and support vector machine for fault diagnosis of monoblock centrifugal pump
International Journal of Data Analysis Techniques and Strategies
Expert Systems with Applications: An International Journal
What's in a name: a study of names, gender inference, and gender behavior in facebook
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Application of evolutionary algorithms in detecting SMS spam at access layer
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Using evolutionary learning classifiers to do MobileSpam (SMS) filtering
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Low-complexity F0-based speech/nonspeech discrimination approach for digital hearing aids
Multimedia Tools and Applications
A rule-based method for customer churn prediction in telecommunication services
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Mining mobility data to minimise travellers' spending on public transport
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Semi-supervised learning for mixed-type data via formal concept analysis
ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge
Classification knowledge discovery in mold tooling test using decision tree algorithm
Journal of Intelligent Manufacturing
Customer churn prediction in telecommunications
Expert Systems with Applications: An International Journal
An adaptive discretization in the ACDT algorithm for continuous attributes
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Real-time occupancy detection using decision trees with multiple sensor types
Proceedings of the 2011 Symposium on Simulation for Architecture and Urban Design
A GRASP method for building classification trees
Expert Systems with Applications: An International Journal
International Journal of Learning Technology
Segmentation of telecom customers based on customer value by decision tree model
Expert Systems with Applications: An International Journal
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
Combined gene selection methods for microarray data analysis
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Pattern analysis of movement behavior of medaka (oryzias latipes): a decision tree approach
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Understanding protein structure prediction using SVM_DT
ISPA'05 Proceedings of the 2005 international conference on Parallel and Distributed Processing and Applications
Model trees for classification of hybrid data types
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Sub-sampling: Real-time vision for micro air vehicles
Robotics and Autonomous Systems
Expert Systems with Applications: An International Journal
Bucket Learning: Improving model quality through enhancing local patterns
Knowledge-Based Systems
A method for compiling general concepts with the use of temporal decision trees
Scientific and Technical Information Processing
A new method for discretization of continuous attributes based on VPRS
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
A hierarchical approach to multimodal classification
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Optimized fuzzy classification using genetic algorithm
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Automatic parameter settings for the PROAFTN classifier using hybrid particle swarm optimization
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Movement analysis of medaka (Oryzias Latipes) for an insecticide using decision tree
DS'05 Proceedings of the 8th international conference on Discovery Science
The analysis of coordination in an information system application: emergency medical services
AOIS'04 Proceedings of the 6th international conference on Agent-Oriented Information Systems II
Multimodal classification: case studies
Transactions on Rough Sets V
A fast SVM training algorithm based on a decision tree data filter
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
EXPLORE: a novel decision tree classification algorithm
BNCOD'10 Proceedings of the 27th British national conference on Data Security and Security Data
An annotation rule extraction algorithm for image retrieval
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Improving relevance measures using genetic programming
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
Effect of data discretization on the classification accuracy in a high-dimensional framework
International Journal of Intelligent Systems
Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool
Expert Systems with Applications: An International Journal
Computer Methods and Programs in Biomedicine
Computers in Biology and Medicine
Neuro-fuzzy expert system for breast cancer diagnosis
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Analysis and detection of web spam by means of web content
IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
Hierarchical path-finding based on decision tree
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Inducing decision trees with an ant colony optimization algorithm
Applied Soft Computing
Discovering high-level parameters for visualization design
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Design Ensemble Machine Learning Model for Breast Cancer Diagnosis
Journal of Medical Systems
Improved decision tree induction: Prioritized Height Balanced tree with entropy to find hidden rules
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
International Journal of Knowledge and Web Intelligence
A multi-tier phishing detection and filtering approach
Journal of Network and Computer Applications
Journal of Intelligent Manufacturing
Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces
International Journal of Data Warehousing and Mining
Intelligent Decision Support System for Osteoporosis Prediction
International Journal of Intelligent Information Technologies
An Efficient Method for Discretizing Continuous Attributes
International Journal of Data Warehousing and Mining
A document is known by the company it keeps: neighborhood consensus for short text categorization
Language Resources and Evaluation
wFDT: weighted fuzzy decision trees for prognosis of breast cancer survivability
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
Kernel-based principal components analysis on large telecommunication data
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
Improving the interpretability of classification rules discovered by an ant colony algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Exerting Cost-Sensitive and Feature Creation Algorithms for Coronary Artery Disease Diagnosis
International Journal of Knowledge Discovery in Bioinformatics
A decision tree-based missing value imputation technique for data pre-processing
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Knowledge discovery through SysFor: a systematically developed forest of multiple decision trees
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Protein fold recognition with a two-layer method based on SVM-SA, WP-NN and C4.5 TLM-SNC
International Journal of Data Mining and Bioinformatics
CRUDAW: a novel fuzzy technique for clustering records following user defined attribute weights
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Peer-to-peer data mining classifiers for decentralized detection of network attacks
ADC '13 Proceedings of the Twenty-Fourth Australasian Database Conference - Volume 137
Engineering Applications of Artificial Intelligence
Modeling of algorithms of inductive concept formation in "noisy" databases
Automatic Documentation and Mathematical Linguistics
Software quality assessment using a multi-strategy classifier
Information Sciences: an International Journal
Computer Methods and Programs in Biomedicine
A model for mining material properties for radiation shielding
Integrated Computer-Aided Engineering
Semi-supervised learning on closed set lattices
Intelligent Data Analysis
Hi-index | 0.06 |
A reported weakness of C4.5 in domains with continuous attributes is addressed by modifying the formation and evaluation of tests on continuous attributes. An MDL-inspired penalty is applied to such tests, eliminating some of them from consideration and altering the relative desirability of all tests. Empirical trials show that the modifications lead to smaller decision trees with higher predictive accuracies. Results also confirm that a new version of C4.5 incorporating these changes is superior to recent approaches that use global discretization and that construct small trees with multi-interval splits.