Decision Tree Induction Based on Efficient Tree Restructuring
Machine Learning
Machine Learning for Information Extraction in Informal Domains
Machine Learning - Special issue on information retrieval
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
RainForest—A Framework for Fast Decision Tree Construction of Large Datasets
Data Mining and Knowledge Discovery
Knowledge discovery with second-order relations
Knowledge and Information Systems
Decision Tree Toolkit: A Component-Based Library of Decision Tree Algorithms
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Visualizing Decision Table Classifiers
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Stacking with Multi-response Model Trees
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Learning Rules for Large-Vocabulary Word Sense Disambiguation: A Comparison of Various Classifiers
NLP '00 Proceedings of the Second International Conference on Natural Language Processing
Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Restructuring decision tables for elucidation of knowledge
Data & Knowledge Engineering
Efficient algorithms for decision tree cross-validation
The Journal of Machine Learning Research
A Grey-Based Nearest Neighbor Approach for Missing Attribute Value Prediction
Applied Intelligence
Feature construction for reduction of tabular knowledge-based systems
Information Sciences—Informatics and Computer Science: An International Journal
Random Forests for land cover classification
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining
Computational Optimization and Applications
Maximally informative k-itemsets and their efficient discovery
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Random subspace method for multivariate feature selection
Pattern Recognition Letters
Local averaging of heterogeneous regression models
International Journal of Hybrid Intelligent Systems
Enhancing software quality estimation using ensemble-classifier based noise filtering
Intelligent Data Analysis
Selective fusion of heterogeneous classifiers
Intelligent Data Analysis
Evaluating noise elimination techniques for software quality estimation
Intelligent Data Analysis
Automated classification reveals morphological factors associated with dementia
Applied Soft Computing
On diversity and accuracy of homogeneous and heterogeneous ensembles
International Journal of Hybrid Intelligent Systems
Selective costing voting for bankruptcy prediction
International Journal of Knowledge-based and Intelligent Engineering Systems
Instance weighting versus threshold adjusting for cost-sensitive classification
Knowledge and Information Systems
Evolving connectionist systems for on-line pattern classification of multimedia data
NN'08 Proceedings of the 9th WSEAS International Conference on Neural Networks
Automatic Generation of Fine-Grained Representations of Learner Response Semantics
ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
Semantic Decision Tables: Self-organizing and Reorganizable Decision Tables
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Readable and Accurate Rulesets with ORGA
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Image statistics and data mining of anal intraepithelial neoplasia
Pattern Recognition Letters
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
Expert Systems with Applications: An International Journal
Software quality analysis by combining multiple projects and learners
Software Quality Control
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
On modeling software defect repair time
Empirical Software Engineering
A novel distance-based classifier built on pattern ranking
Proceedings of the 2009 ACM symposium on Applied Computing
Intrinsic Geometries in Learning
Emerging Trends in Visual Computing
Parallel Preprocessing for Classification Problems in Knowledge Discovery Systems
Proceedings of the 2006 conference on Knowledge-Based Software Engineering: Proceedings of the Seventh Joint Conference on Knowledge-Based Software Engineering
Generating prediction rules for liquefaction through data mining
Expert Systems with Applications: An International Journal
TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks
Expert Systems with Applications: An International Journal
Reasoning about designs through frequent patterns mining
Advanced Engineering Informatics
Cached sufficient statistics for efficient machine learning with large datasets
Journal of Artificial Intelligence Research
On preprocessing data for financial credit risk evaluation
Expert Systems with Applications: An International Journal
Ads-portal domains: Identification and measurements
ACM Transactions on the Web (TWEB)
GA-stacking: Evolutionary stacked generalization
Intelligent Data Analysis
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Selection of important attributes for medical diagnosis systems
Transactions on rough sets VII
Stop wasting time: on predicting the success or failure of learning for industrial applications
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
On conducting a decision group to construct semantic decision tables
OTM'07 Proceedings of the 2007 OTM confederated international conference on On the move to meaningful internet systems - Volume Part I
Using dependence diagrams to summarize decision rule sets
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Integrating rough set and genetic algorithm for negative rule extraction
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Bipartite graph representation of multiple decision table classifiers
SAGA'09 Proceedings of the 5th international conference on Stochastic algorithms: foundations and applications
Collaborative multi-agent rock facies classification from wireline well log data
Engineering Applications of Artificial Intelligence
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Multiclass visual classifier based on bipartite graph representation of decision tables
LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization
Detection of tumor tissue based on the multispectral imaging
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Engineering Applications of Artificial Intelligence
The inverse classification problem
Journal of Computer Science and Technology
Mining software defect data to support software testing management
Applied Intelligence
Fastest association rule mining algorithm predictor (FARM-AP)
Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering
SNP-Schizo: a web tool for schizophrenia SNP sequence classification
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
An Application of Expectation-Maximization for Model Verification
Annales UMCS, Informatica
A novel data mining approach for the accurate prediction of translation initiation sites
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Assessment of software testing time using soft computing techniques
ACM SIGSOFT Software Engineering Notes
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Protein classification with multiple algorithms
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Local additive regression of decision stumps
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Ensemble pruning using reinforcement learning
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
StackTIS: A stacked generalization approach for effective prediction of translation initiation sites
Computers in Biology and Medicine
Computers and Electronics in Agriculture
Perceptually grounded self-diagnosis and self-repair of domain knowledge
Knowledge-Based Systems
Applying stacking and corpus transformation to a chunking task
EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Image analysis and automatic surface identification by a bi-level multi-classifier
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
AIR: a semi-automatic system for archiving institutional repositories
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
First report of knowledge discovery in predicting protein folding rate change upon single mutation
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Subglacial water presence classification from polar radar data
Engineering Applications of Artificial Intelligence
Finding suits in images of people
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Journal of Intelligent Information Systems
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
Proceedings of the Fifth Balkan Conference in Informatics
Generic pattern trees for exhaustive exceptional model mining
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Predicting group evolution in the social network
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Activity logging using lightweight classification techniques in mobile devices
Personal and Ubiquitous Computing
Comparative study of classification techniques on biomedical data from hypertext documents
International Journal of Knowledge Engineering and Soft Data Paradigms
A comparison of machine learning algorithms for proactive hard disk drive failure detection
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
Different approaches to community evolution prediction in blogosphere
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Evaluating data mining algorithms using molecular dynamics trajectories
International Journal of Data Mining and Bioinformatics
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Relevance as a metric for evaluating machine learning algorithms
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
International Journal of Intelligent Systems Technologies and Applications
Data summarization for network traffic monitoring
Journal of Network and Computer Applications
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Comprehensible classification models: a position paper
ACM SIGKDD Explorations Newsletter
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