TRANSACTIONS ON MACHINE LEARNING AND DATA MINING
Publisher Petra Perner · ADVANCED SCIENCES INDEX · 2020
The International Journal Transactions on Machine Learning and Data is a periodical appearing twice a year. The journal focuses on novel theoretical work for particular topics in Data Mining and applications on Data Mining. The topics are but not limited to Data Mining:MarketingMedicineE-Commerce (Mining Logfiles)BiotechnologyQuality ManagementMultimedia Data (Image, Video, Text, Signals)Web-MiningIntrusion Detection in NetworksCase-Based ReasoningClusteringClassification & PredictionAssociation RulesTelecommunicationDesign of ExperimentStrategy of ExperimentationCapability IndicesDeviation and Novelty DetectionControl ChartsDesign of ExperimentsCapability IndicesDesirabilitiesinductive learning including decision tree and rule induction learningconceptional learning and clusteringcase-based reasoning and learningsimilarity measures and learning of similarityassociation rulesvisualization and data miningvideo miningmining structural representations such as log files, text documents and HTML documentsstatistical learning and neural net based learningclassification and interpretation of images, text, videoorganisational learning and evolutional learningprobabilistic information retrievalmining gene data bases and biological data basesmining images, temporal-spatial data, images from remote sensingmining text documentsknowledge extraction from text, video, signals and imagesClassification and Model EstimationDecision TreesCase-Based Reasoning and Associative MemoryRule Induction and GrammarsNeural MethodsNonlinear Function Learning and Neural Net Based LearningSupport Vector MachinesBayesian Models and MethodsSubspace MethodsStatistical and Conceptual Clustering Methods: BasicsApplications of ClusteringFeature Grouping, Discretization, Selection and TransformationFeature LearningLearning/adaption of recognition and perceptionLearning of internal representations and modelsLearning of appropriate behaviourLearning of action patternsLearning in Image Pre-Processing and SegmentationStatistical and Evolutionary LearningRetrieval MethodsContent-Based Image RetrievalApplications in MedicineTime Series and Sequential Pattern MiningMining Financial or Stockmarket DataFrequent Pattern MiningMining Images in Computer VisionMining Images and TextureMining Motion from SequenceReal-Time Event Learning and DetectionSpeech AnalysisAspects of Data MiningText MiningSymbolic Learning and Neural Networks in Document ProcessingDeviation and Novelty DetectionLearning and adaptive controlLearning robotsLearning in process automationLearning for Handwriting RecognitionNetwork Analysis and Intrusion DetectionAutoamtic Semantic Annotation of Media ContentLearning of Semantic Inferencing RulesLearning of OntologiesLearning of Visual OntologiesHigh-Content Analysis of Microscopic Images in Medicine, Biotechnology and Chemistry