Small Sample Error Rate Estimation for k-NN Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Statistical-Heuristic Feature Selection Criterion for Decision Tree Induction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Original Contribution: Computer aided neural network engineering
Neural Networks
Effect of the x2 test on construction of ID3 decision trees
SAC '93 Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing: states of the art and practice
Automated learning of decision rules for text categorization
ACM Transactions on Information Systems (TOIS)
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pruning Algorithms for Rule Learning
Machine Learning
Analysis of rule sets generated by the CN2, ID3, and multiple convergence symbolic learning methods
CSC '95 Proceedings of the 1995 ACM 23rd annual conference on Computer science
Proactive password checking with decision trees
Proceedings of the 4th ACM conference on Computer and communications security
High dictionary compression for proactive password checking
ACM Transactions on Information and System Security (TISSEC)
Learning to remove Internet advertisements
Proceedings of the third annual conference on Autonomous Agents
Separate-and-Conquer Rule Learning
Artificial Intelligence Review
Scalable algorithms for mining large databases
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A classification-based methodology for planning audit strategies in fraud detection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Detecting feature interactions from accuracies of random feature subsets
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Toward a theoretical understanding of why and when decision tree pruning algorithms fail
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Art of Building Decision Trees
Journal of Medical Systems
Multiple Comparisons in Induction Algorithms
Machine Learning
Towards More Optimal Medical Diagnosing with Evolutionary Algorithms
Journal of Medical Systems
Currency exchange rate forecasting from news headlines
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
Comparative Performance of Rule Quality Measures in an InductionSystem
Applied Intelligence
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
A Survey of Methods for Scaling Up Inductive Algorithms
Data Mining and Knowledge Discovery
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning
Data Mining and Knowledge Discovery
A New Probabilistic Induction Method
Journal of Automated Reasoning
Learning Concepts by Arranging Appropriate Training Order
Minds and Machines
Decision Trees: An Overview and Their Use in Medicine
Journal of Medical Systems
Generalized Version Space Learning Algorithm for Noisy and Uncertain Data
IEEE Transactions on Knowledge and Data Engineering
Sequential Decision Models for Expert System Optimization
IEEE Transactions on Knowledge and Data Engineering
Use of Contextual Information for Feature Ranking and Discretization
IEEE Transactions on Knowledge and Data Engineering
Debiasing Training Data for Inductive Expert System Construction
IEEE Transactions on Knowledge and Data Engineering
Goal-Directed Classification Using Linear Machine Decision Trees
IEEE Transactions on Pattern Analysis and Machine Intelligence
Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extracting Knowledge from Diagnostic Databases
IEEE Expert: Intelligent Systems and Their Applications
IEEE Expert: Intelligent Systems and Their Applications
Hierarchical neuro-fuzzy quadtree models
Fuzzy Sets and Systems - Fuzzy models
Distributed mining of classification rules
Knowledge and Information Systems
Eliciting Knowledge and Transferring It Effectively to a Knowledge-Based System
IEEE Transactions on Knowledge and Data Engineering
Database Mining: A Performance Perspective
IEEE Transactions on Knowledge and Data Engineering
Inductive Learning in Deductive Databases
IEEE Transactions on Knowledge and Data Engineering
Induction of Rules Subject to a Quality Constraint: Probabilistic Inductive Learning
IEEE Transactions on Knowledge and Data Engineering
Induction of Meta-Knowledge About Knowledge Discovery
IEEE Transactions on Knowledge and Data Engineering
A Comparison between Neural Networks and Decision Trees
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
A Hybrid Tool for Data Mining in Picture Archiving System
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
An Interval Classifier for Database Mining Applications
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
A Neural Associative Pattern Classifier
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Experiments with Classifier Combining Rules
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Boosted Tree Ensembles for Solving Multiclass Problems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
ISC '01 Proceedings of the 4th International Conference on Information Security
Components for Case-Based Reasoning Systems
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
An Empirical Comparison of Pruning Methods for Ensemble Classifiers
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Imitation in animals and artifacts
Information Processing and Management: an International Journal
Fuzzy classification trees for data analysis
Fuzzy Sets and Systems
Computers and Operations Research
Data mining tasks and methods: scalability
Handbook of data mining and knowledge discovery
Knowledge evaluation: statistical evaluations
Handbook of data mining and knowledge discovery
Knowledge evaluation: Other evaluations: minimum description length
Handbook of data mining and knowledge discovery
Industry: the use of modern heuristic algorithms for mining insurance data
Handbook of data mining and knowledge discovery
On learning to predict web traffic
Decision Support Systems - Special issue: Web data mining
Fuzzy Decision Trees in the Support of Breastfeeding
CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)
Reduced error pruning of branching programs cannot be approximated to within a logarithmic factor
Information Processing Letters
Bounding the effect of noise in multiobjective learning classifier systems
Evolutionary Computation
A Compact and Accurate Model for Classification
IEEE Transactions on Knowledge and Data Engineering
Inductive benchmarking for purely functional data structures
Journal of Functional Programming
The Difficulty of Reduced Error Pruning of Leveled Branching Programs
Annals of Mathematics and Artificial Intelligence
Theoretical Comparison between the Gini Index and Information Gain Criteria
Annals of Mathematics and Artificial Intelligence
The Knowledge Engineering Review
Simplifying decision trees: A survey
The Knowledge Engineering Review
HYPPOCRATES: a new proactive password checker
Journal of Systems and Software
CLIP4: hybrid inductive machine learning algorithm that generates inequality rules
Information Sciences: an International Journal - Special issue: Soft computing data mining
Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees
The Journal of Machine Learning Research
IEEE Transactions on Knowledge and Data Engineering
Neural network ensemble strategies for financial decision applications
Computers and Operations Research
Pattern Recognition Letters
A scalable decision tree system and its application in pattern recognition and intrusion detection
Decision Support Systems
A hybrid learning-based model for on-line detection and analysis of control chart patterns
Computers and Industrial Engineering
Fuzzy integral-based perceptron for two-class pattern classification problems
Information Sciences: an International Journal
International Journal of Human-Computer Studies
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
Post-pruning in decision tree induction using multiple performance measures
Computers and Operations Research
Evaluating indirect and direct classification techniques for network intrusion detection
Intelligent Data Analysis
Evaluating noise elimination techniques for software quality estimation
Intelligent Data Analysis
A Query-Driven Approach to the Design and Management of Flexible Database Systems
Journal of Management Information Systems
A global optimal algorithm for class-dependent discretization of continuous data
Intelligent Data Analysis
Genetic learner: Discretization and fuzzification of numerical attributes
Intelligent Data Analysis
From machine learning to knowledge discovery: Survey of preprocessing and postprocessing
Intelligent Data Analysis
Determining appropriate membership functions to simplify fuzzy induction
Intelligent Data Analysis
A review of associative classification mining
The Knowledge Engineering Review
A multiview approach for intelligent data analysis based on data operators
Information Sciences: an International Journal
Pruning belief decision tree methods in averaging and conjunctive approaches
International Journal of Approximate Reasoning
Post-pruning in regression tree induction: An integrated approach
Expert Systems with Applications: An International Journal
On predicting secondary structure transition
International Journal of Bioinformatics Research and Applications
Indirect classification approaches: a comparative study in network intrusion detection
International Journal of Computer Applications in Technology
The multiple imputation quantitative noise corrector
Intelligent Data Analysis
EVOLVING NEURAL-SYMBOLIC SYSTEMS GUIDED BY ADAPTIVE TRAINING SCHEMES: APPLICATIONS IN FINANCE
Applied Artificial Intelligence
Mixed integer programming constrained discrimination model for credit screening
SpringSim '07 Proceedings of the 2007 spring simulation multiconference - Volume 3
Computers and Industrial Engineering
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Pedagogical Protocols Selection Automatic Assistance
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
Knowledge-based system for text classification using ID6NB algorithm
Knowledge-Based Systems
A similarity measure to assess the stability of classification trees
Computational Statistics & Data Analysis
Toward an optimum combination of English teachers for objective teaching
Expert Systems with Applications: An International Journal
Simplify Multi-valued Decision Trees
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Robotics and Computer-Integrated Manufacturing
AN EMPIRICAL COMPARISON OF TECHNIQUES FOR HANDLING INCOMPLETE DATA USING DECISION TREES
Applied Artificial Intelligence
3DM: Domain-oriented Data-driven Data Mining
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Expert Systems with Applications: An International Journal
GA-based learning bias selection mechanism for real-time scheduling systems
Expert Systems with Applications: An International Journal
A new class of function sets for solving sequence problems
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Effective solution for unhandled exception in decision tree induction algorithms
Expert Systems with Applications: An International Journal
A filter-based approach to detect end-of-utterances from prosody in dialog systems
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Arguing from Experience to Classifying Noisy Data
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
UTH: SVM-based semantic relation classification using physical sizes
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Rule-based machine learning methods for functional prediction
Journal of Artificial Intelligence Research
Iterative optimization and simplification of hierarchical clusterings
Journal of Artificial Intelligence Research
A system for induction of oblique decision trees
Journal of Artificial Intelligence Research
An analysis of reduced error pruning
Journal of Artificial Intelligence Research
Learning DNF by decision trees
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Generating production rules from decision trees
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Reduced complexity rule induction
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Overpruning large decision trees
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
The problem of induction and machine learning
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Maximum a posteriori pruning on decision trees and its application to bootstrap BUMPing
Computational Statistics & Data Analysis
A hybrid learning-based model for on-line detection and analysis of control chart patterns
Computers and Industrial Engineering
Optimisation of the decision tree technique applied to simulated sow herd datasets
Computers and Electronics in Agriculture
A scalable decision tree system and its application in pattern recognition and intrusion detection
Decision Support Systems
Expert Systems with Applications: An International Journal
An investigation of neural network classifiers with unequal misclassification costs and group sizes
Decision Support Systems
CSNL: A cost-sensitive non-linear decision tree algorithm
ACM Transactions on Knowledge Discovery from Data (TKDD)
Simplification methods for model trees with regression and splitting nodes
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Rule induction for classification using multi-objective genetic programming
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Enhancing just-in-time e-learning through machine learning on desktop context sensors
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Analytic network process for pattern classification problems using genetic algorithms
Information Sciences: an International Journal
Data mining on multimedia data
Data mining on multimedia data
Robot execution failure prediction using incomplete data
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Assessment of the risk factors of coronary heart events based on data mining with decision trees
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
A neural tree and its application to spam e-mail detection
Expert Systems with Applications: An International Journal
A meta-heuristic approach for improving the accuracy in some classification algorithms
Computers and Operations Research
A method for Vietnamese text normalization to improve the quality of speech synthesis
Proceedings of the 2010 Symposium on Information and Communication Technology
Enhancing the classification accuracy by scatter-search-based ensemble approach
Applied Soft Computing
Adding domain knowledge to SBL through feature construction
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Integrating rules in term subsumption knowledge representation servers
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 1
Error-correcting output codes: a general method for improving multiclass inductive learning programs
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Rule learning by searching on adapted nets
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Sparse data and the effect of overfitting avoidance in decision tree induction
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Empirical analysis of the general utility problem in machine learning
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Learning to predict readability using diverse linguistic features
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
An evaluation of heuristics for rule ranking
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Learning without default: a study of one-class classification and the low-default portfolio problem
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Performance Analysis of Class Noise Detection Algorithms
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
User Modeling and User-Adapted Interaction
A design of analysis model using feature weighting on CBR method
ROCOM'06 Proceedings of the 6th WSEAS international conference on Robotics, control and manufacturing technology
Towards the automatic design of decision tree induction algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Distributed learning with data reduction
Transactions on computational collective intelligence IV
A hybrid system with regression trees in steel-making process
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Decisions: algebra and implementation
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Classification knowledge discovery in mold tooling test using decision tree algorithm
Journal of Intelligent Manufacturing
Validated decision trees versus collective decisions
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Classification of GPCRs Using Family Specific Motifs
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
The HeKatE methodology. Hybrid engineering of intelligent systems
International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
Development of a grid service for scalable decision tree construction from grid databases
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Many are better than one: improving probabilistic estimates from decision trees
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
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
An automated system for contact lens inspection
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Bagging schemes on the presence of class noise in classification
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
On interpretation of non-atomic values and induction of decision rules in fuzzy relational databases
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Bagging decision trees on data sets with classification noise
FoIKS'10 Proceedings of the 6th international conference on Foundations of Information and Knowledge Systems
Evaluation of decision tree pruning with subadditive penalties
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Generalised bottom-up pruning: A model level combination of decision trees
Expert Systems with Applications: An International Journal
Semi-random model tree ensembles: an effective and scalable regression method
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Classifying the risk of work related low back disorders due to manual material handling tasks
Expert Systems with Applications: An International Journal
Assessing the quality and cleaning of a software project dataset: an experience report
EASE'06 Proceedings of the 10th international conference on Evaluation and Assessment in Software Engineering
Mining knowledge for HEp-2 cell image classification
Artificial Intelligence in Medicine
Paper: A support for decision-making: Cost-sensitive learning system
Artificial Intelligence in Medicine
Inducing diagnostic rules for glomerular disease with the DLG machine learning algorithm
Artificial Intelligence in Medicine
Ripple down rules: Turning knowledge acquisition into knowledge maintenance
Artificial Intelligence in Medicine
Evolutionary design of decision trees for medical application
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Expert Systems with Applications: An International Journal
A statistical approach to growing a reliable honest tree
Computational Statistics & Data Analysis
Data & Knowledge Engineering
Automating the knowledge acquisition process in the construction of medical expert systems
Artificial Intelligence in Medicine
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Hierarchical linear support vector machine
Pattern Recognition
3DM: Domain-oriented Data-driven Data Mining
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Machine Learning Through Data Classification and Reduction
Fundamenta Informaticae
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
Journal of Intelligent Manufacturing
Using multi decision tree technique to improving decision tree classifier
International Journal of Business Intelligence and Data Mining
Software effort prediction: a hyper-heuristic decision-tree based approach
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Evaluating perceptual video quality for mobile clients in 802.11n WLAN
Proceedings of the 8th ACM international workshop on Wireless network testbeds, experimental evaluation & characterization
Automatic design of decision-tree algorithms with evolutionary algorithms
Evolutionary Computation
Nonparametric variable selection and classification: The CATCH algorithm
Computational Statistics & Data Analysis
Ensemble-based noise detection: noise ranking and visual performance evaluation
Data Mining and Knowledge Discovery
Impact of noise on credit risk prediction: Does data quality really matter?
Intelligent Data Analysis
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