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IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 02/2012, Volume 20, Issue 1, pp. 69 - 81
Journal Article
Neurocomputing, ISSN 0925-2312, 02/2017, Volume 225, pp. 205 - 213
Monotonic classification problems mean that both feature values and class labels are ordered and monotonicity relationships exist between some features and the... 
Constrained extreme learning machine | Extreme learning machine | Quadratic programming | Monotonicity | Monotonic classification | ATTRIBUTES | APPROXIMATION | ALGORITHMS | DOMINANCE RELATIONS | CAPABILITY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ROUGH SETS | DECISION TREES | FEEDFORWARD NETWORKS | OPTIMIZATION | Computer science | Neural networks | Analysis
Journal Article
Information Sciences, ISSN 0020-0255, 02/2019, Volume 474, pp. 187 - 204
Classification with monotonic constraints arises from some ordinal real-life problems. In these real-life problems, it is common to find a big difference in... 
Imbalanced classification | Preprocessing | Data mining | Monotonic classification | Sampling techniques | SUPERVISED RANKING | DATA-SETS | ENSEMBLES | COMPUTER SCIENCE, INFORMATION SYSTEMS | ALGORITHMS | DECISION TREE | SMOTE | GENERATION | SELECTION | Computer science | Analysis
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 11/2013, Volume 25, Issue 11, pp. 2576 - 2589
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 11/2012, Volume 24, Issue 11, pp. 2052 - 2064
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
Physical Review A - Atomic, Molecular, and Optical Physics, ISSN 1050-2947, 05/2014, Volume 89, Issue 5
Similar to the three-qubit Greenberger-Horne-Zeilinger (GHZ) symmetry we explore the four-qubit GHZ symmetry group and its subgroup, the restricted GHZ... 
CHANNELS | OPTICS | MONOTONES | QUANTUM | PHYSICS, ATOMIC, MOLECULAR & CHEMICAL | Physics - Quantum Physics
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 of Neuroscience Methods, ISSN 0165-0270, 10/2018, Volume 308, pp. 88 - 105
Over the past decade, pattern decoding techniques have granted neuroscientists improved anatomical specificity in mapping neural representations associated... 
Directional statistics | Neural dynamics | Dynamical systems | Pattern classification | EEG | Machine learning | EXISTENCE | WAVELET-CHAOS METHODOLOGY | REPRESENTATIONS | CONES | BIOCHEMICAL RESEARCH METHODS | TOPOGRAPHY | NEUROSCIENCES | PERIODIC-ORBITS | MONOTONE | CONNECTIVITY | NUMERICAL DIFFERENTIATION | Neurosciences
Journal Article
Applied Physics B, ISSN 0946-2171, 3/2010, Volume 98, Issue 4, pp. 609 - 616
Journal Article
Physical Review A - Atomic, Molecular, and Optical Physics, ISSN 1050-2947, 01/2015, Volume 91, Issue 1
We propose a method of classifying n-qubit states into stochastic local operations and classical communication inequivalent families in terms of the rank of... 
TANGLE | OPTICS | N QUBITS | MONOTONES | PHYSICS, ATOMIC, MOLECULAR & CHEMICAL
Journal Article
Neurocomputing, ISSN 0925-2312, 05/2019, Volume 341, pp. 168 - 182
Currently, knowledge discovery in databases is an essential first step when identifying valid, novel and useful patterns for decision making. There are many... 
Performance metrics | Software | Monotonic data sets | Ordinal classification | Taxonomy | Monotonic classification | SUPERVISED RANKING | INDUCTION | RANDOM FOREST | DISCOVERY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURE-SELECTION | DECISION TREE | REDUCTION | GENERATION | RULES | Computer science | Algorithms | Numerical analysis | Data mining
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2015, Volume 9375, pp. 53 - 60
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 07/2012, Volume 31, pp. 8 - 18
Monotonic classification plays an important role in the field of decision analysis, where decision values are ordered and the samples with better feature... 
Monotonicity constraint | Classification margin | Feature selection | Ordinal classification | Monotonic classification | ORDERED INFORMATION-SYSTEMS | ALGORITHMS | DOMINANCE RELATIONS | RULES | RANKING | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Algorithms
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 01/2019, Volume 27, Issue 1, pp. 124 - 134
A key component of fuzzy rule-based classification systems (FRBCS) is the fuzzy reasoning method (FRM) since it infers the class predicted for new examples. A... 
Choquet-like Copula-based integrals (CC-integrals) | Additives | Smart cities | Choquet integral | ordered directionally (OD) monotone functions | Integral equations | Boundary conditions | Electronic mail | IEEE members | fuzzy rule based classification systems | Fuzzy reasoning | C_{F_1F_2} -integrals"> C_{F_1F_2} -integrals
Journal Article
Progress in Artificial Intelligence, ISSN 2192-6352, 8/2016, Volume 5, Issue 3, pp. 171 - 179
Journal Article
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, ISSN 0916-8508, 12/2016, Volume E99A, Issue 12, pp. 2266 - 2274
Journal Article