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Unifying Instance-Based and Rule-Based Induction
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Outgoing claims: the papers this work cites, builds on, or argues with.
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RBEER: Rule-Based Energy-Efficient Routing Protocol for Large-Scale UWSNs
inferred← citeshttps://doi.org/10.1109/tkde.2020.2997719openalex-snapshot
Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction
inferred← citeshttps://doi.org/10.1109/tpami.2002.1023804openalex-snapshot
Discovering useful concept prototypes for classification based on filtering and abstraction
inferred← citeshttps://doi.org/10.1109/tpami.2011.142openalex-snapshot
Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study
inferred← citeshttps://doi.org/10.1109/tsmcc.2004.841911openalex-snapshot
A Distributed Evolutionary Classifier for Knowledge Discovery in Data Mining
inferred← citeshttps://doi.org/10.1109/tsmcc.2010.2103939openalex-snapshot
A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification
inferred← citeshttps://doi.org/10.1109/wises.2005.1438726openalex-snapshot
Comprehensible hierarchical intelligent (CHI) framework for monitoring and preventive maintenance of aircraft systems
inferred← citeshttps://doi.org/10.1111/1468-0394.00237openalex-snapshot
A logic‐based approach to rule induction in expert systems
inferred← citeshttps://doi.org/10.1111/coin.12004openalex-snapshot
BRIDGING THE GAP BETWEEN DISTANCE AND GENERALIZATION
inferred← citeshttps://doi.org/10.1145/1089815.1089817openalex-snapshot
Mining knowledge from text using information extraction
inferred← citeshttps://doi.org/10.1145/1102351.1102376openalex-snapshot
Combining model-based and instance-based learning for first order regression
inferred← citeshttps://doi.org/10.1145/1143844.1143943openalex-snapshot
A statistical approach to rule learning
inferred← citeshttps://doi.org/10.1145/1529282.1529602openalex-snapshot
A novel distance-based classifier built on pattern ranking
inferred← citeshttps://doi.org/10.1145/2245276.2245431openalex-snapshot
Very Fast Decision Rules for multi-class problems
inferred← citeshttps://doi.org/10.1155/2009/680212openalex-snapshot
Classification of Cancer Recurrence with Alpha‐Beta BAM
inferred← citeshttps://doi.org/10.1155/2014/248467openalex-snapshot
A Multianalyzer Machine Learning Model for Marine Heterogeneous Data Schema Mapping
inferred← citeshttps://doi.org/10.11606/t.55.2006.tde-01092006-155445openalex-snapshot
"Novas abordagens em aprendizado de máquina para a geração de regras, classes desbalanceadas e ordenação de casos"
inferred← citeshttps://doi.org/10.1177/0954406219833719openalex-snapshot
Bee for mining (B4M) – A novel rule discovery method using the Bees algorithm with quality-weight and coverage-weight
inferred← citeshttps://doi.org/10.1177/096228020000900402openalex-snapshot
Data mining: data analysis on a grand scale?
inferred← citeshttps://doi.org/10.1207/s15516709cog2704_2openalex-snapshot
Instance‐based learning in dynamic decision making
inferred← citeshttps://doi.org/10.1287/mnsc.46.2.249.11932openalex-snapshot
Turning Datamining into a Management Science Tool: New Algorithms and Empirical Results
inferred← citeshttps://doi.org/10.13053/rcs-68-1-7openalex-snapshot
Digital Image-based Inductive Characterization and Classification for Improving the Quality Inspection of Diverse Food Products
inferred← citeshttps://doi.org/10.1515/jisys-2020-0061openalex-snapshot
Instance Reduction for Avoiding Overfitting in Decision Trees
inferred← citeshttps://doi.org/10.15439/2023f4139openalex-snapshot
Explainability in RIONA Algorithm Combining Rule Induction and Instance-Based Learning
inferred← citeshttps://doi.org/10.1609/aaai.v27i2.18982openalex-snapshot
An Antimicrobial Prescription Surveillance System that Learns from Experience
inferred← citeshttps://doi.org/10.1609/aimag.v35i1.2500openalex-snapshot
An Antimicrobial Prescription Surveillance System That Learns from Experience
inferred← citeshttps://doi.org/10.1614/wt-04-185r1openalex-snapshot
HIDES: A Computer-Based Herbicide Injury Diagnostic Expert System
inferred← citeshttps://doi.org/10.18280/isi.240514openalex-snapshot
Exception-Tolerant Decision Tree / Rule Based Classifiers
inferred← citeshttps://doi.org/10.21236/ada479632openalex-snapshot
Minimum Expected Risk Estimation for Near-neighbor Classification
inferred← citeshttps://doi.org/10.2165/00002018-200730070-00010openalex-snapshot
Principles of Data Mining
inferred← citeshttps://doi.org/10.23919/ecc.2007.7068252openalex-snapshot
Fault diagnosis of industrial systems with bayesian networks and mutual information
inferred← citeshttps://doi.org/10.2495/data000581openalex-snapshot
Mining customer preference ratings for product recommendation using the support vector machine and the latent class model
inferred← citeshttps://doi.org/10.3115/1117601.1117616openalex-snapshot
Using induced rules as complex features in memory-based language learning
inferred← citeshttps://doi.org/10.3115/1119176.1119185openalex-snapshot
Exceptionality and natural language learning
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RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning
inferred← citeshttps://doi.org/10.3233/fun-2006-69307openalex-snapshot
On k-NN Method with Preprocessing
inferred← citeshttps://doi.org/10.3233/ida-2003-7504openalex-snapshot
Setting attribute weights for k-NN based binary classification via quadratic programming
inferred← citeshttps://doi.org/10.3233/ida-2004-8104openalex-snapshot
Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm
inferred← citeshttps://doi.org/10.3233/ida-2007-11604openalex-snapshot
Efficient instance-based learning on data streams
inferred← citeshttps://doi.org/10.32657/10356/61749openalex-snapshot
Cognitively inspired rule-plus-exemplar based pattern classification
inferred← citeshttps://doi.org/10.3354/cr028133openalex-snapshot
Experimental seasonal forecasts of low summer flows in the River Thames, UK, using Expert Systems
inferred← citeshttps://doi.org/10.3745/kipstd.2007.14-d.3.427openalex-snapshot
A Personalized Mobile Service Method of RSS News Channel Contents for Ubiquitous Environment
inferred← citeshttps://doi.org/10.4018/978-1-4666-1806-0.ch005openalex-snapshot
Supervised Classification with Bayesian Networks
inferred← citeshttps://doi.org/10.4114/ia.v10i32.925openalex-snapshot
A Comparison of Methods for Rule Subset Selection Applied to Associative Classification.
inferred← citeshttps://doi.org/10.4192/1577-8517-v2_5openalex-snapshot
The Sensitivity of Machine Learning Techniques to Variations in Sample Size A comparative Analysis
inferred← citeshttps://doi.org/10.48550/arxiv.0707.3972openalex-snapshot
Learning Probabilistic Models of Word Sense Disambiguation
inferred← citeshttps://doi.org/10.48550/arxiv.1606.05798openalex-snapshot
Interpretable Two-level Boolean Rule Learning for Classification
inferred← citeshttps://doi.org/10.48550/arxiv.2111.08466openalex-snapshot
Interpretable and Fair Boolean Rule Sets via Column Generation
inferred← citeshttps://doi.org/10.5019/j.ijcir.2007.105openalex-snapshot
A Method to Edit Training Set Based on Rough Sets
inferred← citeshttps://doi.org/10.5120/2002-2699openalex-snapshot
Survey of Object Oriented Mining for XML Data
inferred← citeshttps://doi.org/10.5281/zenodo.1333463openalex-snapshot
Implementing An Intuitive Reasoner With A Large Weather Database
inferred← citeshttps://doi.org/10.5555/1046920.1194903openalex-snapshot
Combining Information Extraction Systems Using Voting and Stacked Generalization
inferred← citeshttps://doi.org/10.5555/1945758.1945829openalex-snapshot
A preliminary study on the selection of generalized instances for imbalanced classification
inferred← citeshttps://doi.org/10.5821/dissertation-2117-94614openalex-snapshot
Automatic production and integration of knowledge to the support of the decision and planning activities in medical-clinical diagnosis, treatment and prognosis.
inferred← citeshttps://doi.org/10.70675/2ce581c4z5f93z46e9zb37dz99fd3514d2beopenalex-snapshot
Metaheuristics and machine learning algorithms for the inventive design problem-solving loop
inferred← citeshttps://doi.org/10.70675/acfd6da1z8046z49d6z8c4ez2da37571763copenalex-snapshot
Toward interpretable machine learning, with applications to large-scale industrial systems data
inferred← citeshttps://doi.org/10.82308/8014openalex-snapshot
The development of an artificially intuitive reasoner
inferred← citeshttps://doi.org/10.9708/jksci.2014.19.1.149openalex-snapshot
A dominant hyperrectangle generation technique of classification using IG partitioning
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