EUSFLAT 2009 - PDF Preprint Papers

EUSFLAT 2009

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EUSFLAT
2009

679views Fuzzy Logic» more EUSFLAT 2009»

Combining Wavelets and Computational Intelligence Methods with Applications on Multi-class Classification Datasets

13 years 2 months ago

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In this paper, we propose a novel algorithm for wavelet feature extraction as input to a supervised Multi-Class Classifier to improve classification performance. In particular, to ...

Carlos Campos Bracho

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Id	Views	Title	Status

1	679	Combining Wavelets and Computational Intelligence Methods with Applications on Multi-class Classification Datasets	claim
2	343	Towards an Interpretation of the Connectivity Analysis in the Frame of Fuzzy Equivalence Relations for Medical Diagnoses	claim
3	312	Forecasting Exchange Rates: A Neuro-Fuzzy Approach	claim
4	262	Type-2 Fuzzy Arithmetic using Alpha-planes	claim
5	245	Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks Illustrated with the Case of Non-linear Identification	claim
6	233	SaM: A Split and Merge Algorithm for Fuzzy Frequent Item Set Mining	claim
7	220	Web Usage Mining: users' navigational patterns extraction from web logs using ant-based clustering method	claim
8	215	An Introduction to Parameterized IFAM Models with Applications in Prediction	claim
9	214	Non-additive Robust Ordinal Regression with Choquet integral, Bipolar and Level Dependent Choquet integrals	claim
10	212	An Interval Type-2 Fuzzy Distribution Network	claim
11	209	Application of Fuzzy Vectors of Normalized Weights in Decision Making Models	claim
12	207	New Fuzzy Color Clustering Algorithm Based on hsl Similarity	claim
13	206	A Fuzzy Delay Differential Equation Model for HIV Dynamics	claim
14	205	Dispersal of Leaf-Cutting Ants: fuzzy mathematical modeling, numerical approximation and simulations	claim
15	203	Online Recognition of Fuzzy Time Series Patterns	claim
16	196	Organizational Risk Assessment using Adaptive Neuro-Fuzzy Inference System	claim
17	195	Optimization of an Oil Production System using Neural Networks and Genetic Algorithms	claim
18	194	A Fuzzy Particle Swarm Optimization Algorithm for a Cell Formation Problem	claim
19	188	Fuzzy Logic-Based Image Processing Using Graphics Processor Units	claim
20	187	Intensity Assessment of Pedestrian Collisions in City of Mashhad based on Fuzzy Probabilities	claim
21	186	Analysis of Similarity Measures for Atanassov's Intuitionistic Fuzzy Sets	claim
22	184	Recurrent Neural Kalman Filter Identification and Indirect Adaptive Control of a Continuous Stirred Tank Bioprocess	claim
23	181	Fuzzy Concept Lattice is Made by Proto-Fuzzy Concepts	claim
24	177	Fuzzy Voxel Object	claim
25	175	Ant Colony Optimization for Distributed Routing Path Optimization in Optical Burst-Switched Networks	claim
26	175	The Minimization of the Risk of Falling in Portfolios under Uncertainty	claim
27	173	Application of Zadeh's Impossibility Principle to Approximate Explanation	claim
28	171	Convergence Theorems for Generalized Random Variables and Martingales	claim
29	171	Time Series Analysis and Prediction Based on Fuzzy Rules and the Fuzzy Transform	claim
30	170	Decision Making in Competitive Location using Fuzzy Sets	claim
31	169	Decentralized Adaptive Fuzzy-Neural Control of an Anaerobic Digestion Bioprocess Plant	claim
32	166	Approximations by Interval, Triangular and Trapezoidal Fuzzy Numbers	claim
33	165	Fuzzy Descriptions Logics with Fuzzy Truth Values	claim
34	164	60 years "A Mathematical Theory of Communication" - Towards a "Fuzzy Information Theory"	claim
35	163	A Fuzzy Set Approach to Ecological Knowledge Discovery	claim
36	162	Discussions on Interpretability of Fuzzy Systems using Simple Examples	claim
37	162	Early Start Can Inhibit Learning: Towards A New Explanation	claim
38	161	On the Benefits of Representing Music Objects as Fuzzy Sets	claim
39	160	Multiple-Criteria Fuzzy Evaluation: The FuzzME Software Package	claim
40	160	A Consensus Model for Group Decision Making with Incomplete Unbalanced Fuzzy Linguistic Preference Relations	claim
41	158	Bi-criteria Genetic Selection of Bagging Fuzzy Rule-based Multiclassification Systems	claim
42	156	On Classical, Fuzzy Classical, Quantum and Fuzzy Quantum Systems	claim
43	156	Interactive Fuzzy Modeling by Evolutionary Multiobjective Optimization with User Preference	claim
44	155	A Generalized Numerical Solution for Fuzzy Relation Equations	claim
45	153	A Type-2 Fuzzy Portfolio Selection Problem Considering Possibility Measure and Crisp Possibilistic Mean Value	claim
46	152	Fuzzy and PSO Based Algorithm for Driver's Behavior Modeling	claim
47	152	Learning Fuzzy Rule Based Classifier in High Performance Computing Environment	claim
48	148	Fuzzy Tendency based Time Series Model for Forecasting Server Traffic	claim
49	147	Definition of Fuzzy Pareto-Optimality by Using Possibility Theory	claim
50	146	Opposite Fuzzy Sets with Applications in Image Processing	claim
51	146	Local Models for the Analysis of Spatially Varying Relationships in a Lignite Deposit	claim
52	145	Valued Constraint Satisfaction Problems Applied to Functional Harmony	claim
53	145	Weighted Decisions in a Fuzzy Random Forest	claim
54	144	Number-free Mathematics Based on T-norm Fuzzy Logic	claim
55	142	Aggregation Operators for Conditional Crispness	claim
56	142	Multi-Dimensional Scaling applied to Hierarchical Rule Systems	claim
57	141	An Experimental Study on the Interpretability of Fuzzy Systems	claim
58	141	Continuity and Additivity of the Trapezoidal Approximation Preserving the Expected Interval Operator	claim
59	140	Incremental Possibilistic Approach for Online Clustering and Classification	claim
60	140	The Collapsing Method: Does the Direction of Collapse Affect Accuracy?	claim
61	139	An Alternative Operationalization of Fuzzy Consideration Set. Application to Tourism	claim
62	138	Choquet Integral Based Evaluations by Fuzzy Rules	claim
63	138	On 'Family Resemblances' with Fuzzy Sets	claim
64	137	Parametric Fuzzy Modelling Framework for Complex Data-Inherent Structures	claim
65	137	Evolutionary Robot Vision and Fuzzy Evaluation for Natural Communication of Partner Robots	claim
66	137	Novel Methods for the Design of General Type-2 Fuzzy Sets based on Device Characteristics and Linguistic Labels Surveys	claim
67	137	Resolution of Fuzzy Relation Equations with Sup-Inf Composition over Complete Brouwerian Lattices - a review	claim
68	136	A process Algebra Approach to Fuzzy Reasoning	claim
69	136	Fuzzy Continuous Evaluation in Training Systems Based on Virtual Reality	claim
70	136	On Vertices of the k-Additive Monotone Core	claim
71	135	Image Analysis Applications of Morphological Operators based on Uninorms	claim
72	135	Exchanging Iterated Expectations of Random Upper Semicontinuous Functions: an application to decision theory	claim
73	135	A Logic-Based Approach for Evaluating Interpretability of Fuzzy Rule-Based Classifiers	claim
74	134	Flow Line Systems with Possibilistic Data: a System with Waiting Time in Line Uncertain	claim
75	133	Flexible Retrieval of X-Ray Images Based on Shape Descriptors Using a Fuzzy Object-Relational Database	claim
76	133	On the Information Provided by Uncertainty Measures in the Classification of Remote Sensing Images	claim
77	132	Modeling Position Specificity in Sequence Kernels by Fuzzy Equivalence Relations	claim
78	131	Preservation of Properties of Interval-Valued Fuzzy Relations	claim
79	129	Pointwise Defined CRI-Based Aggregation Distributive Operators Are Trivial	claim
80	128	Differential Equations based on Fuzzy Rules	claim
81	127	Bipolar Queries: An Approach and its Various Interpretations	claim
82	126	Fuzzy Answer Set Programming with Literal Preferences	claim
83	126	A Conceptual Framework for Understanding a Fuzzy System	claim
84	126	Fuzzy Clustering for Finding Fuzzy Partitions of Many-Valued Attribute Domains in a Concept Analysis Perspective	claim
85	125	Learning and Classification of Events in Monitored Environments	claim
86	125	A Dynamic Classification Method for the Discrimination of Evolving Data	claim
87	125	Cloud Based Design Optimization	claim
88	125	Fuzzy Intersection and Difference Model for Topological Relations	claim
89	124	Recognition and Teaching of Robot Skills by Fuzzy Time-Modeling	claim
90	124	A toward Framework for Generic Uncertainty Management	claim
91	124	Development of a Fuzzy Expert System for a Nutritional Guidance Application	claim
92	124	A Semi-infinite Programming Approach to Possibilistic Optimization under Necessity Measure Constraints	claim
93	123	A New Fuzzy Noise-Rejection Data Partitioning Algorithm with Revised Mahalanobis Distance	claim
94	123	Chaos Induced by Turbulent and Erratic Functions	claim
95	122	Production and Transportation Planning - A fuzzy Approach for Minimizing the Total Cost	claim
96	122	Semantic Proximity Between Queries and the Empty Answer Problem	claim
97	121	A New Conditioning Rule, Its Generalization and Evidential Reasoning	claim
98	121	On Conceptual Indexing for Data Summarization	claim
99	120	Characterizing Fuzzy Modal Semantics by Fuzzy Multimodal Systems with Crisp Accessibility Relations	claim
100	120	A Fuzzy-Semiotic Framework for Modeling Imprecision in the Assessment of Depression	claim
101	120	On M-Approximative Operators and M-Approximative Systems	claim
102	120	A Monge Algorithm for Computing the Choquet Integral on Set Systems	claim
103	119	Distorted Probabilities and m-Separable Fuzzy Measures	claim
104	118	Continuous OWA Operator and its Calculation	claim
105	118	Possible and Necessary h-Indices	claim
106	118	Operational Semantics for a Fuzzy Logic Programming System with Defaults and Constructive Answers	claim
107	118	Fuzzy Implications and the Weak Law of Importation	claim
108	117	Type-II Fuzzy Possibilistic C-Mean Clustering	claim
109	115	An Approach to Interval-Valued R-Implications and Automorphisms	claim
110	114	Multi-Goal Aggregation of Reduced Preference Relations Based on Fuzzy Interactions between Decision Goals	claim
111	114	The Use of Interval-Valued Probability Measures in Fuzzy Linear Programming: a constraint set approach	claim
112	114	Continuous R-Implications	claim
113	114	Evolving Inverse Fuzzy Models for Uncalibrated Visual Servoing in 3D Workspace	claim
114	113	Real-Time Segmentation of Moving Objects in H.264 Compressed Domain with Dynamic Design of Fuzzy Sets	claim
115	113	Games and Capacities on Partitions	claim
116	113	Fuzzy c-Means Herding	claim
117	112	On the Representation Theorem of Multi-Adjoint Concept Lattices	claim
118	112	A Link Between the 2-additive Choquet Integral and Belief Functions	claim
119	112	Coevolutionary Genetic Fuzzy System to Assess Multiagent Bidding Strategies in Electricity Markets	claim
120	111	A Possibilistic Approach to Bottleneck Combinatorial Optimization Problems with Ill-Known Weights	claim
121	110	Discriminant Analysis for Fuzzy Random Variables Based on Nonparametric Regression	claim
122	108	Fuzzy Modelling of Sensor Data for the Estimation of an Origin-Destination Matrix	claim
123	107	On the Use of Aggregation Operators for Location Privacy	claim
124	107	Generalizations of Fuzzy C-Means Algorithm to Granular Feature Spaces, based on Underlying Metrics: Issues and Related Works	claim
125	105	Two Results About Optimization of Fuzzy Variable Functions	claim
126	103	Possibility Distribution: a unified representation for parameter estimation	claim
127	102	Human Perceptions versus Computational Perceptions in Computational Theory of Perceptions	claim
128	100	Some Results on Lipschitz Quasi-Arithmetic Means	claim
129	99	Interval-Valued Fuzzy Propositions. An Application to the L-Fuzzy Contexts with Absent Values	claim
130	97	Information System for the valuation of Universities in Spain	claim
131	96	Representation of States on MV-algebras by Probabilities on R-generated Boolean Algebras	claim
132	95	Training a Personal Alert System for Research Information Recommendation	claim
133	94	A Restriction Level Approach for the Representation and Evaluation of Fuzzy Association Rules	claim
134	89	A Two Step Solution Procedure to a Fuzzy Medical Waste Disposal Facility Location Problem	claim

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