Semi-naive Bayesian classifier
EWSL-91 Proceedings of the European working session on learning on Machine learning
Pattern recognition: statistical, structural and neural approaches
Pattern recognition: statistical, structural and neural approaches
C4.5: programs for machine learning
C4.5: programs for machine learning
Machine Learning
Operations for learning with graphical models
Journal of Artificial Intelligence Research
An analysis of Bayesian classifiers
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Tracking Context Changes through Meta-Learning
Machine Learning - Special issue on multistrategy learning
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning - Special issue on learning with probabilistic representations
Machine Learning - Special issue on learning with probabilistic representations
Learning quantitative knowledge for multiagent coordination
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
Proceedings of the ninth international conference on Information and knowledge management
Technical Note: Naive Bayes for Regression
Machine Learning
Stacking with an Extended Set of Meta-level Attributes and MLR
ECML '02 Proceedings of the 13th European Conference on Machine Learning
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
Recognizing 100 Speakers Using Homologous Naive Bayes
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Stacking with Multi-response Model Trees
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining
IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
Email classification with co-training
CASCON '01 Proceedings of the 2001 conference of the Centre for Advanced Studies on Collaborative research
Improved Rooftop Detection in Aerial Images with Machine Learning
Machine Learning
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
A Grey-Based Nearest Neighbor Approach for Missing Attribute Value Prediction
Applied Intelligence
Evolutionary Design of Nearest Prototype Classifiers
Journal of Heuristics
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Estimating replicability of classifier learning experiments
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Naive Bayesian Classification of Structured Data
Machine Learning
Adaptive anti-spam filtering for agglutinative languages: a special case for Turkish
Pattern Recognition Letters
Internet traffic classification using bayesian analysis techniques
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Transductive machine learning for reliable medical diagnostics
Journal of Medical Systems - Special issue: Computer-based medical systems
Sequence modelling for sentence classification in a legal summarisation system
Proceedings of the 2005 ACM symposium on Applied computing
Machine Learning
Analysis of the initialization stage of a Pittsburgh approach learning classifier system
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Combining email models for false positive reduction
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Sampling-based sequential subgroup mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Learning to crawl: Comparing classification schemes
ACM Transactions on Information Systems (TOIS)
Genetic Programming with a Genetic Algorithm for Feature Construction and Selection
Genetic Programming and Evolvable Machines
Proceedings of the 28th international conference on Software engineering
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining
Computational Optimization and Applications
Facial emotion recognition by adaptive processing of tree structures
Proceedings of the 2006 ACM symposium on Applied computing
Coordination number prediction using learning classifier systems: performance and interpretability
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Simulated annealing for improving software quality prediction
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Behavior-based modeling and its application to Email analysis
ACM Transactions on Internet Technology (TOIT)
Quantitative pharmacophore models with inductive logic programming
Machine Learning
Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever?
IEEE Transactions on Knowledge and Data Engineering
Quality assessment of individual classifications in machine learning and data mining
Knowledge and Information Systems
ACM SIGCOMM Computer Communication Review
Automatic legal text summarisation: experiments with summary structuring
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Detection and application of influence rankings in small group meetings
Proceedings of the 8th international conference on Multimodal interfaces
WARD: an exploratory study of an affective sociotechnical framework for addressing medical errors
Proceedings of the 44th annual Southeast regional conference
Combining Information Extraction Systems Using Voting and Stacked Generalization
The Journal of Machine Learning Research
A hybrid sales forecasting system based on clustering and decision trees
Decision Support Systems
Word sense disambiguation using sense examples automatically acquired from a second language
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Applying lazy learning algorithms to tackle concept drift in spam filtering
Expert Systems with Applications: An International Journal
SpamHunting: An instance-based reasoning system for spam labelling and filtering
Decision Support Systems
Selective fusion of heterogeneous classifiers
Intelligent Data Analysis
A machine learning approach to semi-automating workflow staff assignment
Proceedings of the 2007 ACM symposium on Applied computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Using machine learning to explore human multimodal clarification strategies
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Automated alphabet reduction method with evolutionary algorithms for protein structure prediction
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Improving the human readability of features constructed by genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Inducing a perceptual relevance shape classifier
Proceedings of the 6th ACM international conference on Image and video retrieval
Extractive summarisation of legal texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part I
Predictive modeling for collections of accounts receivable
Proceedings of the 2007 international workshop on Domain driven data mining
A comprehensive review of recursive Naïve Bayes Classifiers
Intelligent Data Analysis
Performance analysis of the ANGEL system for automated control of game traffic prioritisation
Proceedings of the 6th ACM SIGCOMM workshop on Network and system support for games
Improving multiclass pattern recognition with a co-evolutionary RBFNN
Pattern Recognition Letters
Cluster-based predictive modeling to improve pedagogic reasoning
Computers in Human Behavior
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
A semi-automatic approach for workflow staff assignment
Computers in Industry
Enhancing web page classification through image-block importance analysis
Information Processing and Management: an International Journal
Content-based image retrieval using image regions as query examples
ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75
Automatically identifying localizable queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Early bankruptcy prediction using ENPC
Applied Intelligence
Using predictive analysis to improve invoice-to-cash collection
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying psycho-social fingerprints in medical and engineering documents
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Improved Algorithms for Univariate Discretization of Continuous Features
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Choosing Business Collaborators Using Computing Intelligence Methods
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Ensuring Collective Availability in Volatile Resource Pools Via Forecasting
DSOM '08 Proceedings of the 19th IFIP/IEEE international workshop on Distributed Systems: Operations and Management: Managing Large-Scale Service Deployment
International Journal of Artificial Intelligence in Education
A local experts organization model with application to face emotion recognition
Expert Systems with Applications: An International Journal
Email Spam Filtering: A Systematic Review
Foundations and Trends in Information Retrieval
Granular modeling of web documents: impact on information retrieval systems
Proceedings of the 10th ACM workshop on Web information and data management
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
Multirelational classification: a multiple view approach
Knowledge and Information Systems
Application of Data Mining to Network Intrusion Detection: Classifier Selection Model
APNOMS '08 Proceedings of the 11th Asia-Pacific Symposium on Network Operations and Management: Challenges for Next Generation Network Operations and Service Management
An Empirical Research on Extracting Relations from Wikipedia Text
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Improving malware detection by applying multi-inducer ensemble
Computational Statistics & Data Analysis
Calling communities analysis and identification using machine learning techniques
Expert Systems with Applications: An International Journal
Fuzzy classification systems based on fuzzy information gain measures
Expert Systems with Applications: An International Journal
Genetic Programming for Feature Ranking in Classification Problems
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
On the influence of imputation in classification: practical issues
Journal of Experimental & Theoretical Artificial Intelligence
Bayesian classifiers based on kernel density estimation: Flexible classifiers
International Journal of Approximate Reasoning
An expert system to classify microarray gene expression data using gene selection by decision tree
Expert Systems with Applications: An International Journal
Learning-based pronoun resolution for Turkish with a comparative evaluation
Computer Speech and Language
Feature selection with dynamic mutual information
Pattern Recognition
A hybrid coevolutionary algorithm for designing fuzzy classifiers
Information Sciences: an International Journal
Case-Sensitivity of Classifiers for WSD: Complex Systems Disambiguate Tough Words Better
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Diversity in Combinations of Heterogeneous Classifiers
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Online Classification of Network Flows
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
Information Security Tech. Report
Attacks on privacy and deFinetti's theorem
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Exploring an Open Source Data Mining Environment for Software Product Quality Decision Making
Proceedings of the 2006 conference on Knowledge-Based Software Engineering: Proceedings of the Seventh Joint Conference on Knowledge-Based Software Engineering
Pareto front feature selection: using genetic programming to explore feature space
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Improving classification accuracy using evolutionary fuzzy transformation
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest
Computer Methods and Programs in Biomedicine
Frameshift detection in prokaryotic genomic sequences
International Journal of Bioinformatics Research and Applications
Branching storylines in virtual reality environments for leadership development
IAAI'04 Proceedings of the 16th conference on Innovative applications of artifical intelligence
Predicting task-specific webpages for revisiting
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
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
On the relative value of cross-company and within-company data for defect prediction
Empirical Software Engineering
Comparing data mining methods with logistic regression in childhood obesity prediction
Information Systems Frontiers
Museli: a multi-source evidence integration approach to topic segmentation of spontaneous dialogue
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
OE: WSD using optimal ensembling (OE) method
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Troika - An improved stacking schema for classification tasks
Information Sciences: an International Journal
Locating case discussion segments in recorded medical team meetings
SSCS '09 Proceedings of the third workshop on Searching spontaneous conversational speech
Automatic hypertext keyphrase detection
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Sentence extraction for legal text summarisation
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
On learning algorithm selection for classification
Applied Soft Computing
Unique classifier selection approach for bagging algorithm
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Fuzzy-UCS: a Michigan-style learning fuzzy-classifier system for supervised learning
IEEE Transactions on Evolutionary Computation
On privacy preservation in text and document-based active learning for named entity recognition
Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases
Microarray analysis of autoimmune diseases by machine learning procedures
IEEE Transactions on Information Technology in Biomedicine
Machine learning-based prefetch optimization for data center applications
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Proceedings of the 2009 ACM workshop on Cloud computing security
Automatic textile image annotation by predicting emotional concepts from visual features
Image and Vision Computing
Mining and visualising ordinal data with non-parametric continuous BBNs
Computational Statistics & Data Analysis
A probabilistic estimation framework for predictive modeling analytics
IBM Systems Journal
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Learning Semantic Query Suggestions
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Learning, detecting, understanding, and predicting concept changes
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Using Bayesian Belief Networks for credit card fraud detection
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Using question classification to model user intentions of different levels
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
GA-stacking: Evolutionary stacked generalization
Intelligent Data Analysis
Learning human multimodal dialogue strategies
Natural Language Engineering
A detailed analysis of the KDD CUP 99 data set
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
Machine learning based encrypted traffic classification: identifying SSH and skype
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
A study of the effect of different types of noise on the precision of supervised learning techniques
Artificial Intelligence Review
Aspects in Information Modelling and Knowledge Bases Research
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
On the discovery of subsumption relations for the alignment of ontologies
Web Semantics: Science, Services and Agents on the World Wide Web
Bayesian network classification using spline-approximated kernel density estimation
Pattern Recognition Letters
A symbolic fault-prediction model based on multiobjective particle swarm optimization
Journal of Systems and Software
Feature based techniques for auto-detection of novel email worms
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Frequent variable sets based clustering for artificial neural networks particle classification
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Creating personal histories from the web using namesake disambiguation and event extraction
ICWE'07 Proceedings of the 7th international conference on Web engineering
Classifying glaucoma with image-based features from fundus photographs
Proceedings of the 29th DAGM conference on Pattern recognition
Weighted instance-based learning using representative intervals
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Mining chat conversations for sex identification
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Robust approach for estimating probabilities in naive-Bayes classifier
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Multiple label text categorization on a hierarchical thesaurus
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Fast categorization of web documents represented by graphs
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Lazy classification using an optimized instance-based learner
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
2-layer erroneous-plan recognition for dementia patients in smart homes
Healthcom'09 Proceedings of the 11th international conference on e-Health networking, applications and services
Dual-population based coevolutionary algorithm for designing RBFNN with feature selection
Expert Systems with Applications: An International Journal
Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis
Neural Processing Letters
Expert Systems with Applications: An International Journal
Collaborative multi-agent rock facies classification from wireline well log data
Engineering Applications of Artificial Intelligence
A Hybrid Higher Order Neural Classifier for handling classification problems
Expert Systems with Applications: An International Journal
Noninvasive diagnosis of pulmonary hypertension using heart sound analysis
Computers in Biology and Medicine
Context-based object recognition
PerMIS '09 Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems
Distinguishing between positive and negative opinions with complex network features
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Measuring the interestingness of articles in a limited user environment
Information Processing and Management: an International Journal
MC-tree: Improving Bayesian anytime classification
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Robust approach for estimating probabilities in Naïve-Bayes Classifier for gene expression data
Expert Systems with Applications: An International Journal
Computers and Electronics in Agriculture
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
An empirical study of applying ensembles of heterogeneous classifiers on imperfect data
PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining
Comparing EEG/ERP-like and fMRI-like techniques for reading machine thoughts
BI'10 Proceedings of the 2010 international conference on Brain informatics
A comparison of machine learning techniques for detection of drug target articles
Journal of Biomedical Informatics
The use of artificial intelligence based techniques for intrusion detection: a review
Artificial Intelligence Review
NLDB'10 Proceedings of the Natural language processing and information systems, and 15th international conference on Applications of natural language to information systems
The Knowledge Engineering Review
IEEE Transactions on Evolutionary Computation
From Bayesian classifiers to possibilistic classifiers for numerical data
SUM'10 Proceedings of the 4th international conference on Scalable uncertainty management
Theory and application of equal length cycle cellular automata (ELCCA) for enzyme classification
ACRI'10 Proceedings of the 9th international conference on Cellular automata for research and industry
Towards non-intrusive sleep pattern recognition in elder assistive environment
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Removing web spam links from search engine results
Journal in Computer Virology
Reranking for stacking ensemble learning
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Semi-supervised multi-class Adaboost by exploiting unlabeled data
Expert Systems with Applications: An International Journal
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Feature selection applied to data from the Sloan digital sky survey
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Sensitivity of different machine learning algorithms to noise
Journal of Computing Sciences in Colleges
Use of Medical Subject Headings (MeSH) in Portuguese for categorizing web-based healthcare content
Journal of Biomedical Informatics
Species identification based on approximate matching
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
A 'non-parametric' version of the naive Bayes classifier
Knowledge-Based Systems
Hybrid feature selection method for supervised classification based on Laplacian score ranking
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Attempts to verify written English
Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering
Reducing the effort of bug report triage: Recommenders for development-oriented decisions
ACM Transactions on Software Engineering and Methodology (TOSEM)
Automatic identification of ontology versions using machine learning techniques
ESWC'11 Proceedings of the 8th extended semantic web conference on The semantic web: research and applications - Volume Part I
Information Sciences: an International Journal
Using classifier-based nominal imputation to improve machine learning
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Studying the hybridization of artificial neural networks in HECIC
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
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
Physical activity monitoring with mobile phones
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Hybridizing data stream mining and technical indicators in automated trading systems
MDAI'11 Proceedings of the 8th international conference on Modeling decisions for artificial intelligence
Identifying significant features in HIV sequence to predict patients' response to therapies
BSB'11 Proceedings of the 6th Brazilian conference on Advances in bioinformatics and computational biology
Learning from label proportions by optimizing cluster model selection
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Human identification based on gait paths
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Website fingerprinting in onion routing based anonymization networks
Proceedings of the 10th annual ACM workshop on Privacy in the electronic society
Language-independent sentiment classification using three common words
Proceedings of the 20th ACM international conference on Information and knowledge management
Pattern recognition in multivariate time series: dissertation proposal
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
An Application of Expectation-Maximization for Model Verification
Annales UMCS, Informatica
Mapping queries to the Linking Open Data cloud: A case study using DBpedia
Web Semantics: Science, Services and Agents on the World Wide Web
Dynamic categorization of clinical research eligibility criteria by hierarchical clustering
Journal of Biomedical Informatics
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
A New Approach: Role of Data Mining in Prediction of Survival of Burn Patients
Journal of Medical Systems
Incorporating external information in bayesian classifiers via linear feature transformations
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Detection of pathological cells in phase contrast cytological images
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Active learning with semi-automatic annotation for extractive speech summarization
ACM Transactions on Speech and Language Processing (TSLP)
Email classification with co-training
Proceedings of the 2011 Conference of the Center for Advanced Studies on Collaborative Research
Toward scalable activity recognition for sensor networks
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
On the utility of incremental feature selection for the classification of textual data streams
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Protein classification with multiple algorithms
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Recognition of greek phonemes using support vector machines
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
Prediction of translation initiation sites using classifier selection
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Effective and scalable authorship attribution using function words
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Selecting a feature set to summarize texts in brazilian portuguese
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Incremental discretization for Naïve-Bayes classifier
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Improving the performance of data stream classifiers by mining recurring contexts
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Predicting high-risk program modules by selecting the right software measurements
Software Quality Control
"Andromaly": a behavioral malware detection framework for android devices
Journal of Intelligent Information Systems
Estimating the risk of fire outbreaks in the natural environment
Data Mining and Knowledge Discovery
Sampling of virtual examples to improve classification accuracy for nominal attribute data
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Probabilistic based recursive model for face recognition
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Biometric recognition using feature selection and combination
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Knowledge-Based sampling for subgroup discovery
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Review: learning bayesian networks: Approaches and issues
The Knowledge Engineering Review
Bulk loading hierarchical mixture models for efficient stream classification
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
A bayesian metric for evaluating machine learning algorithms
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Naive bayes classifiers that perform well with continuous variables
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Mining clinical data: selecting decision support algorithm for the MET-AP system
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Future Generation Computer Systems
Computers in Biology and Medicine
Comparative analysis of classification methods for protein interaction verification system
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
On the use of brain decoded signals for online user adaptive gesture recognition systems
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
Using context to improve the effectiveness of segmentation and targeting in e-commerce
Expert Systems with Applications: An International Journal
Novel swarm optimization for mining classification rules on thyroid gland data
Information Sciences: an International Journal
Voting massive collections of bayesian network classifiers for data streams
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Turkish fingerspelling recognition system using axis of least inertia based fast alignment
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
An eye-hand data fusion framework for pervasive sensing of surgical activities
Pattern Recognition
Adapting the naive bayes classifier to rank procedural texts
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Subglacial water presence classification from polar radar data
Engineering Applications of Artificial Intelligence
Mining photo-sharing websites to study ecological phenomena
Proceedings of the 21st international conference on World Wide Web
Ensemble pruning for text categorization based on data partitioning
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
An Improved Brain Image Classification Technique with Mining and Shape Prior Segmentation Procedure
Journal of Medical Systems
Journal of Intelligent Information Systems
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection
Data Mining and Knowledge Discovery
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
Feature selection for MAUC-oriented classification systems
Neurocomputing
Transductive reliability estimation for medical diagnosis
Artificial Intelligence in Medicine
Bayesian learning for cardiac SPECT image interpretation
Artificial Intelligence in Medicine
Evolutionary computing for knowledge discovery in medical diagnosis
Artificial Intelligence in Medicine
Bayesian fluorescence in situ hybridisation signal classification
Artificial Intelligence in Medicine
Detecting players personality behavior with any effort of concealment
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Unsupervised generation of data mining features from linked open data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Multiple instance learning for classifying students in learning management systems
Expert Systems with Applications: An International Journal
Feature selection for optimizing traffic classification
Computer Communications
The nonverbal structure of patient case discussions in multidisciplinary medical team meetings
ACM Transactions on Information Systems (TOIS)
A hybrid network intrusion detection system using simplified swarm optimization (SSO)
Applied Soft Computing
Estimating deadline-miss probabilities of tasks in large distributed systems
GPC'12 Proceedings of the 7th international conference on Advances in Grid and Pervasive Computing
Selecting feature subset via constraint association rules
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
SDAI: An integral evaluation methodology for content-based spam filtering models
Expert Systems with Applications: An International Journal
Mal-ID: automatic malware detection using common segment analysis and meta-features
The Journal of Machine Learning Research
Automatic configuration selection using ontology matching task profiling
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
BT*: an advanced algorithm for anytime classification
SSDBM'12 Proceedings of the 24th international conference on Scientific and Statistical Database Management
Content independent metadata production as a machine learning problem
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Learning from socio-economic characteristics of IP geo-locations for cybercrime prediction
International Journal of Business Intelligence and Data Mining
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Multi-modal non-intrusive sleep pattern recognition in elder assistive environment
ICOST'12 Proceedings of the 10th international smart homes and health telematics conference on Impact Ananlysis of Solutions for Chronic Disease Prevention and Management
Detecting human features in summaries --- symbol sequence statistical regularity
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Feature selection for improved phishing detection
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
From Optimal Hyperplanes to Optimal Decision Trees
Fundamenta Informaticae
International Journal of Data Mining and Bioinformatics
Aspectual type and temporal relation classification
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Grindstone4Spam: An optimization toolkit for boosting e-mail classification
Journal of Systems and Software
Extracting performance rules of suppliers in the manufacturing industry: an empirical study
Journal of Intelligent Manufacturing
Topic classification of blog posts using distant supervision
Proceedings of the Workshop on Semantic Analysis in Social Media
DCU-symantec submission for the WMT 2012 quality estimation task
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Classifying different denial-of-service attacks in cloud computing using rule-based learning
Security and Communication Networks
Automated feature weighting in naive bayes for high-dimensional data classification
Proceedings of the 21st ACM international conference on Information and knowledge management
Automatic classification of archaeological pottery sherds
Journal on Computing and Cultural Heritage (JOCCH)
Predicting the secondary structure of proteins using machine learning algorithms
International Journal of Data Mining and Bioinformatics
Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data
Information Sciences: an International Journal
Environmental Modelling & Software
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
Fuzzy particle swarm optimization for intrusion detection
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Batch-incremental versus instance-incremental learning in dynamic and evolving data
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Timely and continuous machine-learning-based classification for interactive IP traffic
IEEE/ACM Transactions on Networking (TON)
Engineering Applications of Artificial Intelligence
The use of artificial-intelligence-based ensembles for intrusion detection: a review
Applied Computational Intelligence and Soft Computing
Cross-layer detection of malicious websites
Proceedings of the third ACM conference on Data and application security and privacy
Evolving event detectors in multi-channel sensor data
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Parallels between machine and brain decoding
BI'12 Proceedings of the 2012 international conference on Brain Informatics
Predicting group evolution in the social network
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Application traffic classification at the early stage by characterizing application rounds
Information Sciences: an International Journal
Approximation of COSMIC functional size to support early effort estimation in Agile
Data & Knowledge Engineering
Engineering Applications of Artificial Intelligence
Human action recognition from multi-sensor stream data by genetic programming
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Activity logging using lightweight classification techniques in mobile devices
Personal and Ubiquitous Computing
Recognition of word collocation habits using frequency rank ratio and inter-term intimacy
Expert Systems with Applications: An International Journal
Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer's disease
International Journal of Data Mining and Bioinformatics
Efficient data stream classification via probabilistic adaptive windows
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Computer Methods and Programs in Biomedicine
Learning time series patterns by genetic programming
ACSC '12 Proceedings of the Thirty-fifth Australasian Computer Science Conference - Volume 122
Community-based features for identifying spammers in online social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Different approaches to community evolution prediction in blogosphere
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Ant colony based approach to predict stock market movement from mood collected on Twitter
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Discovering health-related knowledge in social media using ensembles of heterogeneous features
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Fuzzy regularized generalized eigenvalue classifier with a novel membership function
Information Sciences: an International Journal
Information Technology and Management
Evaluating data mining algorithms using molecular dynamics trajectories
International Journal of Data Mining and Bioinformatics
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Incorporating linear discriminant analysis in neural tree for multidimensional splitting
Applied Soft Computing
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
How can i help you': comparing engagement classification strategies for a robot bartender
Proceedings of the 15th ACM on International conference on multimodal interaction
GeoWhiz: toponym resolution using common categories
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
An empirical study of reducing multiclass classification methodologies
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Can statistical tests be used for feature selection in diachronic text classification?
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
Proceedings of the 15th ACM on International conference on multimodal interaction
Structured toponym resolution using combined hierarchical place categories
Proceedings of the 7th Workshop on Geographic Information Retrieval
Integrated instance- and class-based generative modeling for text classification
Proceedings of the 18th Australasian Document Computing Symposium
A novel feature selection method and its application
Journal of Intelligent Information Systems
Information Sciences: an International Journal
Applying Ant Colony Optimization to configuring stacking ensembles for data mining
Expert Systems with Applications: An International Journal
Domains of competence of the semi-naive Bayesian network classifiers
Information Sciences: an International Journal
A feature subset selection algorithm automatic recommendation method
Journal of Artificial Intelligence Research
Machine learning-based classifiers ensemble for credit risk assessment
International Journal of Electronic Finance
Artificial Intelligence in Medicine
Advanced Engineering Informatics
Naive possibilistic classifiers for imprecise or uncertain numerical data
Fuzzy Sets and Systems
A real-time transportation prediction system
Applied Intelligence
Applying a validation framework to a working airport terminal model
Expert Systems with Applications: An International Journal
Multi-label automatic indexing of music by cascade classifiers
Web Intelligence and Agent Systems
Journal of Ambient Intelligence and Smart Environments
Pedestrian detection in far infrared images
Integrated Computer-Aided Engineering
Tracking recurrent concepts using context
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
A novel feature subset selection algorithm based on association rule mining
Intelligent Data Analysis
Profit optimizing customer churn prediction with Bayesian network classifiers
Intelligent Data Analysis - Business Analytics and Intelligent Optimization
International Journal of Approximate Reasoning
BizPro: Extracting and categorizing business intelligence factors from textual news articles
International Journal of Information Management: The Journal for Information Professionals
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When modeling a probability distribution with a Bayesian network, we are faced with the problem of how to handle continuous variables. Most previous work has either solved the problem by discretizing, or assumed that the data are generated by a single Gaussian. In this paper we abandon the normality assumption and instead use statistical methods for nonparametric density estimation. For a naive Bayesian classifier, we present experimental results on a variety of natural and artificial domains, comparing two methods of density estimation: assuming normality and modeling each conditional distribution with a single Gaussian; and using nonparametric kernel density estimation. We observe large reductions in error on several natural and artificial data sets, which suggests that kernel estimation is a useful tool for learning Bayesian models.