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IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 02/2012, Volume 20, Issue 1, pp. 69 - 81
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 11/2013, Volume 25, Issue 11, pp. 2576 - 2589
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 08/2015, Volume 42, Issue 14, pp. 5947 - 5953
The paper presents an ordinal classification method using Pareto fronts. An object is described by a set of ordinal features assigned by experts. We describe... 
Expert estimations | Pareto front | Ordinal classification | Binary relation | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Wildlife conservation | Lists | Classification | Pareto optimality | Paper | Boundaries | Expert systems | Unions
Journal Article
Pattern Recognition, ISSN 0031-3203, 02/2019, Volume 86, pp. 73 - 84
Multiple ordinal output classification (MOOC) which specifically refers to learning an association between individual inputs (e.g. face images) and a set of... 
Multiple ordinal output classification | Relationships | Convex function | Ordinal regression | Multiple discrete ordinal variables | MULTIDIMENSIONAL CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Computer science | Analysis | Machine learning
Journal Article
Frontiers in Psychology, ISSN 1664-1078, 12/2018, Volume 9, pp. 2512 - 2512
Journal Article
Data & Knowledge Engineering, ISSN 0169-023X, 11/2017, Volume 112, pp. 94 - 105
In recent years, monotonic ordinal classification has increased the focus of attention for machine learning community. Real life problems frequently have... 
Ordinal classification | Data preprocessing | Training set selection | Machine learning | Monotonic classification | SUPERVISED RANKING | COMPUTER SCIENCE, INFORMATION SYSTEMS | NEAREST-NEIGHBOR | EVOLUTIONARY ALGORITHMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | DECISION TREES | MACHINE | PROTOTYPE SELECTION
Journal Article
Neurocomputing, ISSN 0925-2312, 08/2019, Volume 353, pp. 83 - 95
The monotonic ordinal classification has increased the interest of researchers and practitioners within machine learning community in the last years. In real... 
Noise filtering | Preprocessing | Ordinal classification | Monotonic classification | REGRESSION | DESIGN | SUPERVISED RANKING | ALGORITHMS | SOFTWARE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | DECISION TREES | RULE | SELECTION
Journal Article
Journal Article
中国科学:信息科学(英文版), ISSN 1674-733X, 2010, Volume 53, Issue 6, pp. 1188 - 1200
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 02/2018, Volume 142, pp. 17 - 28
Ordinal classification is a problem setting in-between nominal classification and metric regression, where the goal is to predict classes of an ordinal scale.... 
Nearest neighbor | Semidefinite programming | Ordinal regression | Ordinal classification | Distance metric learning | REGRESSION | TESTS | REJECTIVE MULTIPLE TEST | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Distance education | Algorithms | Analysis | Learning | Training | Classification | Expert systems | Artificial intelligence
Journal Article
Neural Computation, ISSN 0899-7667, 2013, Volume 25, Issue 9, pp. 2450 - 2485
Ordinal classification refers to classification problems in which the classes have a natural order imposed on them because of the nature of the concept... 
MODEL | NEUROSCIENCES | RANKING | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | VECTOR | Performance evaluation | Models | Classification
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 07/2017, Volume 128, pp. 43 - 58
Several code smells detection tools have been developed providing different results, because smells can be subjectively interpreted and hence detected in... 
Code smells detection | Ordinal classification | Code smell severity | Machine learning | Refactoring prioritization | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Usage | Analysis | Methods
Journal Article