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Chemical Optimization Algorithm for Fuzzy Controller Design [[electronic resource] /] / by Leslie Astudillo, Patricia Melin, Oscar Castillo
| Chemical Optimization Algorithm for Fuzzy Controller Design [[electronic resource] /] / by Leslie Astudillo, Patricia Melin, Oscar Castillo |
| Autore | Astudillo Leslie |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (81 p.) |
| Disciplina | 006.3 |
| Collana | SpringerBriefs in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Control engineering Chemistry, Physical and theoretical Robotics Automation Artificial intelligence Computational Intelligence Control and Systems Theory Theoretical and Computational Chemistry Robotics and Automation Artificial Intelligence |
| ISBN | 3-319-05245-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Theory and Background -- Chemical Definitions -- The Proposed Chemical Reaction Algorithm -- Application Problems -- Simulation Results -- Conclusions. |
| Record Nr. | UNINA-9910299488103321 |
Astudillo Leslie
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization [[electronic resource] /] / edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk
| Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization [[electronic resource] /] / edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XII, 637 p. 307 illus., 226 illus. in color.) |
| Disciplina | 511.3 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Mathematical optimization Control engineering Robotics Mechatronics Computational Intelligence Artificial Intelligence Optimization Control, Robotics, Mechatronics |
| ISBN | 3-319-17747-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Fuzzy Logic Theory -- Part II Neural Networks Theory -- Part III Neural Networks Applications -- Part IV Nature Inspired Optimization -- Part V Nature Inspired Optimization Applications -- Part VI Optimization: Theory and Applications -- Part VII Fuzzy Logic Applications -- Part VIII Fuzzy Logic and Metaheuristic. |
| Record Nr. | UNINA-9910299821103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic [[electronic resource] /] / by Frumen Olivas, Fevrier Valdez, Oscar Castillo, Patricia Melin
| Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic [[electronic resource] /] / by Frumen Olivas, Fevrier Valdez, Oscar Castillo, Patricia Melin |
| Autore | Olivas Frumen |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (110 pages) |
| Disciplina | 006.3 |
| Collana | SpringerBriefs in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-70851-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Theory and Background -- Problems Statement -- Methodology -- Simulation Results -- Statistical Analysis and Comparison of Results. |
| Record Nr. | UNINA-9910299940403321 |
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Olivas Frumen
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic [[electronic resource] /] / by Claudia I. Gonzalez, Patricia Melin, Juan R. Castro, Oscar Castillo
| Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic [[electronic resource] /] / by Claudia I. Gonzalez, Patricia Melin, Juan R. Castro, Oscar Castillo |
| Autore | Gonzalez Claudia I |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (X, 89 p. 34 illus., 21 illus. in color.) |
| Disciplina | 006.37 |
| Collana | SpringerBriefs in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Pattern recognition Computational Intelligence Artificial Intelligence Pattern Recognition |
| ISBN | 3-319-53994-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Generalized Type-2 Fuzzy Logic -- Edge Detection Methods and Filters Used on Digital Image Processing -- Metrics for Edge Detection Methods -- Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic Systems -- Generalized Type-2 Fuzzy Edge Detection Applied on a Face Recognition System -- Experimentation and Results Discussion -- Conclusions. |
| Record Nr. | UNINA-9910254333403321 |
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Gonzalez Claudia I
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction [[electronic resource] /] / by Jesus Soto, Patricia Melin, Oscar Castillo
| Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction [[electronic resource] /] / by Jesus Soto, Patricia Melin, Oscar Castillo |
| Autore | Soto Jesus |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (VIII, 97 p. 101 illus., 73 illus. in color.) |
| Disciplina | 519.55 |
| Collana | SpringerBriefs in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-71264-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910299565403321 |
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Soto Jesus
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Fuzzy Logic and Neural Networks for Hybrid Intelligent System Design / / Oscar Castillo and Patricia Melin, editors
| Fuzzy Logic and Neural Networks for Hybrid Intelligent System Design / / Oscar Castillo and Patricia Melin, editors |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (254 pages) |
| Disciplina | 006.3 |
| Collana | Studies in Computational Intelligence Series |
| Soggetto topico |
Artificial intelligence
Computational intelligence Fuzzy logic Neural networks (Neurobiology) |
| ISBN | 3-031-22042-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | On Decision Making Applications Via Distance Measures -- On Intuitionistic Fuzzy Abstract Algebras -- Generalization of Intuitionistic Fuzzy Submodules of a Module by using Triangular Norms and Conorms and (T, S)-L Subrings -- Fuzzy Dynamic Parameter Adaptation in the Mayfly Algorithm: Implementation of fuzzy adaptation and tests on benchmark functions and Mackey Glass neural network -- Fuzzy classifier using the optimization algorithm by means of particles for the diagnosis of arterial hypertension -- A Survey of Models and Solution Methods for the Internet Shopping Optimization Problem -- A comparison between MFCC and MSE features for text-independent speaker recognition using machine learning algorithms -- Forecasting based on Fuzzy Logic of the Level of Epidemiological Risk for the Mexican State of Tamaulipas -- Bio-Inspired Flower Pollination Algorithm for the Optimization of a Monolithic Neural Network -- Rendezvous and Docking Control of Satellites Using Chaos Synchronization Method with Intuitionistic Fuzzy Sliding Mode Control -- Optimizing a convolutional neural network with a hierarchical genetic algorithm for diabetic retinopathy detection -- Interval Type-3 Fuzzy Systems: a natural evolution from type-1 and type-2 fuzzy systems -- A comparative study between bird swarm algorithm and artificial gorilla troops optimize -- Particle Swarm Optimization of Convolutional Neural Networks for Diabetic Retinopathy Classification. |
| Record Nr. | UNINA-9910647389103321 |
| Cham, Switzerland : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics [[electronic resource] ] : Theory and Applications / / edited by Oscar Castillo, Patricia Melin
| Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics [[electronic resource] ] : Theory and Applications / / edited by Oscar Castillo, Patricia Melin |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (VIII, 195 p. 98 illus.) |
| Disciplina | 511.3 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-10960-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- Part I Theory -- 1 Fuzzy Logic for Dynamic Parameter Tuning in ACO and Its Application in Optimal Fuzzy Logic Controller Design -- Abstract -- 1 Introduction -- 2 Ant Colony Optimization (ACO) -- 3 Performance Analysis of ACO -- 4 Fuzzy Logic Convergence Controller -- 5 Simulation in TSP Problems -- 6 Fuzzy Trajectory Controller for a Unicycle Mobile Robot -- 7 ACO for Membership Functions Optimization -- 8 ASRank + ConvCont for Membership Functions Optimization -- 9 Simulation in Membership Functions Optimization Problem -- 10 ASRank + ConvCont vs. S-ACO -- 11 Conclusions -- References -- 2 Fuzzy Classification System Design Using PSO with Dynamic Parameter Adaptation Through Fuzzy Logic -- Abstract -- 1 Introduction -- 2 Methodology for Parameter Adaptation -- 3 Experimentation with the Fuzzy Systems and the Benchmark Mathematical Functions -- 4 Statistical Comparison -- 5 Fuzzy Classifier Design -- 6 Methodology for Designing Fuzzy Classifiers -- 7 Experimentation in the Design of Fuzzy Classifiers -- 8 Statistical Comparison for Fuzzy Classifiers -- 9 Conclusions -- References -- 3 Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers -- Abstract -- 1 Introduction -- 2 Differential Evolution -- 2.1 Population Structure -- 2.2 Initialization -- 2.3 Mutation -- 2.4 Crossover -- 2.5 Selection -- 3 Proposed Method -- 4 Benchmark Function -- 5 Fuzzy System -- 6 Experiments and Methodology -- 7 Simulation Results -- 8 Conclusions -- References -- 4 A New Bat Algorithm with Fuzzy Logic for Dynamical Parameter Adaptation and Its Applicability to Fuzzy Control Design -- Abstract -- 1 Introduction -- 2 Bat Algorithm -- 2.1 Rules of Bats -- 2.2 Pseudocode for the Bat Algorithm -- 2.3 Movements in the Bat Algorithm -- 2.4 Loudness and Pulse Rates -- 3 Genetic Algorithms.
3.1 Representation -- 3.2 Crossover Operations -- 3.3 Mutation -- 4 Benchmark Mathematical Functions -- 5 Results Between GA and the Bat Algorithm -- 6 Proposed Method -- 7 Bat Algorithm Apply to the Inverted Pendulum -- 8 Conclusions -- Acknowledgments -- References -- 5 Optimization of Benchmark Mathematical Functions Using the Firefly Algorithm with Dynamic Parameters -- Abstract -- 1 Introduction -- 2 Firefly Algorithm -- 2.1 Attractiveness -- 2.2 Distance -- 2.3 Movement -- 3 Methodology for Parameter Adaptation -- 4 Experimentation with Benchmark Mathematical Functions -- 5 Conclusion -- 6 Cuckoo Search via L00E9vy Flights and a Comparison with Genetic Algorithms -- Abstract -- 1 Introduction -- 2 Cuckoo Search Algorithm -- 2.1 Variants -- 2.2 L00E9vy Flights -- 2.3 Pseudo Code for Cuckoo Search Algorithm -- 2.4 Generate a New Solution -- 3 Genetic Algorithms -- 3.1 Representation---the Chromosome -- 3.2 Crossover Operations -- 3.3 Mutation -- 4 Benchmark Mathematical Functions -- 5 Simulation Results -- 5.1 Simulation Results with the Cuckoo Search Algorithm -- 5.2 Simulation Results with The Genetic Algorithm (GA) -- 6 Conclusions -- Acknowledgment -- References -- 7 A Harmony Search Algorithm Comparison with Genetic Algorithms -- Abstract -- 1 Introduction -- 2 Harmony Search Algorithm -- 2.1 Memory in Harmony Search Algorithm -- 2.2 Pitch Adjustment -- 2.3 Randomization -- 2.4 Pseudo Code for Harmony Search Algorithm -- 2.5 Variants -- 2.6 Application Areas -- 3 Genetic Algorithms -- 3.1 Representation -- 3.2 Crossover Operations -- 3.3 Mutation -- 4 Benchmark Mathematical Functions -- 5 Optimization Problems -- 6 Simulation Results -- 6.1 Simulation Results with Harmony Search Algorithm -- 6.2 Simulation Results with the Genetic Algorithm -- 7 Conclusions -- Acknowledgments -- References -- Part II Applications. 8 A Gravitational Search Algorithm for Optimization of Modular Neural Networks in Pattern Recognition -- Abstract -- 1 Introduction -- 2 Basic Concepts -- 2.1 Modular Neural Networks -- 2.2 The Law of Gravity and Second Motion Law -- 2.3 Gravitational Search Algorithm -- 2.4 Parameters Settings in the Gravitational Search Algorithm -- 3 Modular Neural Network Architecture -- 3.1 Database of Echocardiograms Recognition -- 4 Experimental Results -- 5 Conclusions -- References -- 9 Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction -- Abstract -- 1 Introduction -- 2 Optimization -- 3 Particle Swarm Optimization -- 4 Fuzzy Systems as Methods of Integration -- 5 Problem Statement and Proposed Method -- 6 Simulation Results -- 7 Conclusions -- Acknowledgment -- References -- 10 Clustering Bin Packing Instances for Generating a Minimal Set of Heuristics by Using Grammatical Evolution -- Abstract -- 1 Introduction -- 2 Bin Packing Problem -- 2.1 Instances -- 2.2 Fitness Measure -- 2.3 Heuristics -- 2.4 Clustering -- 3 Grammatical Evolution -- 3.1 Mapping Process -- 4 Experiments -- 5 Results -- 6 Conclusions and Future Work -- Acknowledgement -- References -- 11 Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions -- Abstract -- 1 Introduction -- 2 Standard PSO Algorithm -- 3 Variants of PSO -- 3.1 Inertia Weight -- 4 Fuzzy Logic -- 4.1 Fuzzy System -- 5 Simulation Results for Mathematical Functions -- 5.1 F1 Function -- 5.2 F2 Function -- 5.3 F3 Function -- 5.4 F4 Function -- 6 Conclusions -- References -- 12 Optimization of Modular Network Architectures with a New Evolutionary Method Using a Fuzzy Combination of Particle Swarm Optimization and Genetic Algorithms -- Abstract -- 1 Introduction -- 2 Genetic Algorithm for Optimization. 3 Particle Swarm Optimization -- 4 FPSO + FGA Method -- 5 Full Model of FPSO + FGA -- 5.1 FPSO (Fuzzy Particle Swarm Optimization) -- 5.2 FGA (Fuzzy Genetic Algorithm) -- 5.3 Definition of the Fuzzy Systems Used in FPSO + FGA -- 6 Simulation Results for Modular Neural Network for Optimization -- 7 Conclusions -- Acknowledgments -- Reference. |
| Record Nr. | UNINA-9910299854803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications [[electronic resource] /] / edited by Oscar Castillo, Patricia Melin, Janusz Kacprzyk
| Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications [[electronic resource] /] / edited by Oscar Castillo, Patricia Melin, Janusz Kacprzyk |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XI, 546 p. 239 illus., 173 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-71008-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Type-2 Fuzzy Logic in Metaheuristics -- A comparative study of dynamic adaptation of parameters in the GWO algorithm using type-1 and interval type-2 fuzzy logic -- Ensemble Neural Network optimization using a gravitational search algorithm with Interval Type-1 and Type-2 fuzzy parameter adaptation in pattern recognition applications -- Improved method based on type-2 fuzzy logic for the adaptive harmony search algorithm -- Comparison of bio-inspired methods with parameter adaptation through interval type-2 fuzzy logic -- Differential Evolution algorithm with Interval type-2 fuzzy logic for the optimization of the mutation parameter -- Part II: Neural Networks Theory and Applications -- Person recognition with modular deep neural network using the iris biometric measure -- Neuro-evolutionary Neural Network for the Estimation of Melting Point of Ionic Liquids -- A proposal to classify ways of walking patterns using spik-ing neural networks -- Partially-connected Artificial Neural Networks developed by Grammatical Evolution for pattern recognition problems -- Part III: Metaheuristics: Theory and Applications -- Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers. |
| Record Nr. | UNINA-9910299576003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Fuzzy Logic in Intelligent System Design [[electronic resource] ] : Theory and Applications / / edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk, Marek Reformat, William Melek
| Fuzzy Logic in Intelligent System Design [[electronic resource] ] : Theory and Applications / / edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk, Marek Reformat, William Melek |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XI, 422 p. 140 illus.) |
| Disciplina | 511.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-67137-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910299894803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation [[electronic resource] /] / by Daniela Sanchez, Patricia Melin
| Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation [[electronic resource] /] / by Daniela Sanchez, Patricia Melin |
| Autore | Sanchez Daniela |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (107 p.) |
| Disciplina | 620 |
| Collana | SpringerBriefs in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Neural networks (Computer science) Computational Intelligence Artificial Intelligence Mathematical Models of Cognitive Processes and Neural Networks |
| ISBN | 3-319-28862-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Background and Theory -- Proposed Method -- Application to Human Recognition -- Experimental Results -- Conclusions. |
| Record Nr. | UNINA-9910253964603321 |
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Sanchez Daniela
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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