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Applications of Fuzzy Sets Theory [[electronic resource] ] : 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy, July 7-10, 2007, Proceedings / / edited by Francesco Masulli, Sushmita Mitra, Gabriella Pasi
| Applications of Fuzzy Sets Theory [[electronic resource] ] : 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy, July 7-10, 2007, Proceedings / / edited by Francesco Masulli, Sushmita Mitra, Gabriella Pasi |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (XVIII, 698 p.) |
| Disciplina | 511.3223 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Mathematical logic Computers Information storage and retrieval Database management Optical data processing Artificial Intelligence Mathematical Logic and Formal Languages Computation by Abstract Devices Information Storage and Retrieval Database Management Image Processing and Computer Vision |
| ISBN | 3-540-73400-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Advances in Fuzzy Set Theory -- Fuzzy Information Access and Retrieval -- Fuzzy Machine Learning -- Fuzzy Architectures and Systems -- Special Session on Intuitionistic Fuzzy Sets: Recent Advances -- Special Session on Soft Computing in Image Processing -- Special Session Third International Workshop on Cross-Language Information Processing (CLIP 2007) -- Special Session Fourth International Meeting on Computational Intelligence Methods for Bioinformatics Biostatistics (CIBB 2007). |
| Record Nr. | UNISA-996466343403316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Artificial Neural Networks and Machine Learning -- ICANN 2012 [[electronic resource] ] : 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I / / edited by Alessandro Villa, Wlodzislaw Duch, Peter Erdi, Francesco Masulli, Günther Palm
| Artificial Neural Networks and Machine Learning -- ICANN 2012 [[electronic resource] ] : 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I / / edited by Alessandro Villa, Wlodzislaw Duch, Peter Erdi, Francesco Masulli, Günther Palm |
| Edizione | [1st ed. 2012.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
| Descrizione fisica | 1 online resource (XXVII, 739 p. 303 illus.) |
| Disciplina | 006.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Computer science Algorithms Pattern recognition systems Application software Computer vision Artificial Intelligence Theory of Computation Automated Pattern Recognition Computer and Information Systems Applications Computer Vision |
| ISBN | 3-642-33269-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Temporal Patterns in Artificial Reaction Networks -- Properties of the Hopfield Model with Weighted Patterns -- Dynamics and Oscillations of GHNNs with Time-Varying Delay -- A Dynamic Field Architecture for the Generation of Hierarchically Organized Sequences -- Stochastic Techniques in Influence Diagrams for Learning Bayesian Network Structure -- The Mix-Matrix Method in the Problem of Binary Quadratic Optimization -- A Rule Chaining Architecture Using a Correlation Matrix Memory -- A Generative Multiset Kernel for Structured Data -- Spectral Signal Unmixing with Interior-Point Nonnegative Matrix Factorization -- Hybrid Optimized Polynomial Neural Networks with Polynomial Neurons and Fuzzy Polynomial Neurons -- Tikhonov-Type Regularization for Restricted Boltzmann Machines -- Modeling of Spiking Analog Neural Circuits with Hebbian Learning, Using Amorphous Semiconductor Thin Film Transistors with Silicon Oxide Nitride Semiconductor Split Gates -- Real-Time Simulations of Synchronization in a Conductance-Based Neuronal Network with a Digital FPGA Hardware-Core -- Impact of Frequency on the Energetic Efficiency of Action Potentials -- A Large-Scale Spiking Neural Network Accelerator for FPGA Systems -- Silicon Neurons That Compute -- A Communication Infrastructure for Emulating Large-Scale Neural Networks Models -- Pair-Associate Learning with Modulated Spike-Time Dependent Plasticity -- Associative Memory in Neuronal Networks of Spiking Neurons: Architecture and Storage Analysis -- Bifurcating Neurons with Filtered Base Signals -- Basic Analysis of Digital Spike Maps -- Cyfield-RISP: Generating Dynamic Instruction Set Processors for Reconfigurable Hardware Using OpenCL -- A Biophysical Network Model Displaying the Role of Basal Ganglia Pathways in Action Selection -- How Degrading Networks Can Increase Cognitive Functions -- Emergence of Connectivity Patterns from Long-Term and Short-Term Plasticities -- Artificial Neural Networks and Data Compression Statistics for the Discrimination of Cultured Neuronal Activity -- Liquid Computing in a Simplified Model of Cortical Layer IV: Learning to Balance a Ball -- Timing Self-generated Actions for Sensory Streaming -- The Capacity and the Versatility of the Pulse Coupled Neural Network in the Image Matching -- A Novel Bifurcation-Based Synthesis of Asynchronous Cellular Automaton Based Neuron -- Biomimetic Binaural Sound Source Localisation with Ego-Noise Cancellation -- A Biologically Realizable Bayesian Computation in a Cortical Neural Network -- Evaluating the Effect of Spiking Network Parameters on Polychronization -- Classification of Distorted Patterns by Feed-Forward Spiking Neural Networks -- Spike Transmission on Diverging/Converging Neural Network and Its Implementation on a Multilevel Modeling Platform -- Differential Entropy of Multivariate Neural Spike Trains -- Learning Representations for Animated Motion Sequence and Implied Motion Recognition -- Exploratory Behaviour Depends on Multisensory Integration during Spatial Learning -- Control of Biped Robot Joints’ Angles Using Coordinated Matsuoka Oscillators -- Self-calibrating Marker Tracking in 3D with Event-Based Vision Sensors -- Integration of Static and Self-motion-Based Depth Cues for Efficient Reaching and Locomotor Actions -- A Proposed Neural Control for the Trajectory Tracking of a Nonholonomic Mobile Robot with Disturbances -- Simulating Light Adaptation in the Retina with Rod-Cone Coupling -- Evolving Neural Networks for Orientation Behavior of Sand Scorpions towards Prey -- Evolving Dendritic Morphology and Parameters in Biologically Realistic Model Neurons for Pattern Recognition -- Neural Network Providing Integrative Perception of Features and Subsecond Temporal Parameters of Sensory Stimuli -- An Effect of Short and Long Reciprocal Projections on Evolution of Hierarchical Neural Networks -- Some Things Psychopathologies Can Tell Us about Consciousness -- Elastic Graph Matching on Gabor Feature Representation at Low Image Resolution -- Contour Detection by CORF Operator -- Hybrid Ensembles Using Hopfield Neural Networks and Haar-Like Features for Face Detection -- Face Recognition with Disparity Corrected Gabor Phase Differences -- Visual Categorization Based on Learning Contextual Probabilistic Latent Component Tree -- Biological Brain and Binary Code: Quality of Coding for Face Recognition -- Making a Reinforcement Learning Agent Believe -- Biologically Plausible Multi-dimensional Reinforcement Learning in Neural Networks -- Adaptive Neural Oscillator with Synaptic Plasticity Enabling Fast Resonance Tuning -- Learning from Delayed Reward und Punishment in a Spiking Neural Network Model of Basal Ganglia with Opposing D1/D2 Plasticity -- Understanding the Role of Serotonin in Basal Ganglia through a Unified Model -- Learning How to Select an Action: A Computational Model -- A Dynamic Binding Mechanism for Retrieving and Unifying Complex Predicate-Logic Knowledge -- Estimation of Causal Orders in a Linear Non-Gaussian Acyclic Model: A Method Robust against Latent Confounders -- Reservoir Sizes and Feedback Weights Interact Non-linearly in Echo State Networks -- Learning to Imitate YMCA with an ESN -- A New Neural Data Analysis Approach Using Ensemble Neural Network Rule Extraction -- Bayesian Inference with Efficient Neural Population Codes -- Learning Sequence Neighbourhood Metrics -- Learning Features and Predictive Transformation Encoding Based on a Horizontal Product Model -- Regulation toward Self-organized Criticality in a Recurrent Spiking Neural Reservoir -- Adaptive Learning of Linguistic Hierarchy in a Multiple Timescale Recurrent Neural Network -- The Spherical Hidden Markov Self Organizing Map for Learning Time Series Data -- Echo State Networks for Multi-dimensional Data Clustering -- The Counter-Change Model of Motion Perception: An Account Based on Dynamic Field Theory -- Self-organized Reservoirs and Their Hierarchies -- On-Line Processing of Grammatical Structure Using Reservoir Computing -- Constructing Robust Liquid State Machines to Process Highly Variable Data Streams -- Infinite Sparse Threshold Unit Networks -- Learning Two-Layer Contractive Encodings -- Effects of Architecture Choices on Sparse Coding in Speech Recognition -- Generating Motion Trajectories by Sparse Activation of Learned Motion Primitives -- Kinetic Modelling of Synaptic Functions in the Alpha Rhythm Neural Mass Model -- Integrating Neural Networks and Chaotic Measurements for Modelling Epileptic Brain -- Dynamic Stopping Improves the Speed and Accuracy of a P300 Speller -- Adaptive SVM-Based Classification Increases Performance of a MEG-Based Brain-Computer Interface (BCI) -- Recognizing Human Activities Using a Layered Markov Architecture -- PSO for Reservoir Computing Optimization -- One-Class Classification through Optimized Feature Boundaries Detection and Prototype Reduction -- Bi-objective Genetic Algorithm for Feature Selection in Ensemble Systems -- Dual Support Vector Domain Description for Imbalanced Classification -- Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling -- A Computational Model of Motor Areas Based on Bayesian Networks and Most Probable Explanations. |
| Record Nr. | UNISA-996465574003316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Artificial Neural Networks and Machine Learning -- ICANN 2012 [[electronic resource] ] : 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II / / edited by Alessandro Villa, Włodzisław Duch, Péter Érdi, Francesco Masulli, Günther Palm
| Artificial Neural Networks and Machine Learning -- ICANN 2012 [[electronic resource] ] : 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II / / edited by Alessandro Villa, Włodzisław Duch, Péter Érdi, Francesco Masulli, Günther Palm |
| Edizione | [1st ed. 2012.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
| Descrizione fisica | 1 online resource (XXVIII, 590 p. 172 illus.) |
| Disciplina | 006.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Computer science Algorithms Pattern recognition systems Application software Computer vision Artificial Intelligence Theory of Computation Automated Pattern Recognition Computer and Information Systems Applications Computer Vision |
| ISBN | 3-642-33266-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Complex-Valued Multilayer Perceptron Search Utilizing Eigen Vector Descent and Reducibility -- Theoretical Analysis of Function of Derivative Term in On-Line Gradient Descent Learning -- Some Comparisons of Networks with Radial and Kernel -- Multilayer Perceptron for Label Ranking -- Electricity Load Forecasting: A Weekday-Based -- Adaptive Exploration Using Stochastic Neurons -- Comparison of Long-Term Adaptivity for Neural Networks -- Simplifying ConvNets for Fast Learning -- A Modified Artificial Fish Swarm Algorithm for the Optimization of Extreme Learning Machines -- Robust Training of Feedforward Neural Networks Using Combined Online/Batch Quasi-Newton Techniques -- Estimating a Causal Order among Groups of Variables in Linear Models -- Training Restricted Boltzmann Machines with Multi-tempering: Harnessing Parallelization -- A Computational Geometry Approach for Pareto-Optimal Selection of Neural Networks -- Learning Parameters of Linear Models in Compressed Parameter Space -- Control of a Free-Falling Cat by Policy-Based Reinforcement Learning -- Gated Boltzmann Machine in Texture Modeling -- Neural PCA and Maximum Likelihood Hebbian Learning on the GPU -- Construction of Emerging Markets Exchange Traded Funds Using Multiobjective Particle Swarm Optimisation -- The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study -- Nested Sequential Minimal Optimization for Support Vector Machines -- Random Subspace Method and Genetic Algorithm Applied to a LS-SVM Ensemble -- Text Recognition in Videos Using a Recurrent Connectionist Approach -- An Investigation of Ensemble Systems Applied to Encrypted and Cancellable Biometric Data -- New Dynamic Classifiers Selection Approach for Handwritten Recognition -- Vector Perceptron Learning Algorithm Using Linear Programming -- TrueSkill-Based Pairwise Coupling for Multi-class Classification -- Analogical Inferences in the Family Trees Task: A Review -- An Efficient Way of Combining SVMs for Handwritten Digit Recognition -- Comparative Evaluation of Regression Methods for 3D-2D Image Registration -- A MDRNN-SVM Hybrid Model for Cursive Offline Handwriting Recognition -- Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure -- Instance Selection with Neural Networks for Regression Problems -- A New Distance for Probability Measures Based on the Estimation of Level Sets -- Low Complexity Proto-Value Function Learning from Sensory Observations with Incremental Slow Feature Analysis -- Improving Neural Networks Classification through Chaining -- Feature Ranking Methods Used for Selection of Prototypes -- A “Learning from Models” Cognitive Fault Diagnosis System -- Improving ANNs Performance on Unbalanced Data with an AUC-Based Learning Algorithm -- Learning Using Privileged Information in Prototype Based Models -- A Sparse Support Vector Machine Classifier with Nonparametric Discriminants -- Training Mahalanobis Kernels by Linear Programming -- Correntropy-Based Document Clustering via Nonnegative Matrix Factorization -- SOMM – Self-Organized Manifold Mapping -- Self-Organizing Map and Tree Topology for Graph Summarization -- Variable-Sized Kohonen Feature Map Probabilistic Associative Memory -- Learning Deep Belief Networks from Non-stationary Streams -- Separation and Unification of Individuality and Collectivity and Its Application to Explicit Class Structure in Self-Organizing Maps -- Autoencoding Ground Motion Data for Visualisation -- Examining an Evaluation Mechanism of Metaphor Generation with Experiments and Computational Model Simulation -- Pairwise Clustering with t-PLSI -- Selecting β-Divergence for Nonnegative Matrix Factorization by Score Matching -- Neural Networks for Proof-Pattern Recognition -- Using Weighted Clustering and Symbolic Data to Evaluate Institutes Scientific Production -- Comparison of Input Data Compression Methods in Neural Network Solution of Inverse Problem in Laser Raman Spectroscopy of Natural Waters -- New Approach for Clustering Relational Data Based on Relationship and Attribute Information -- Comparative Study on Information Theoretic Clustering and Classical Clustering Algorithms -- Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features -- Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts -- and Machine Learning Algorithms -- Rademacher Complexity and Structural Risk Minimization: An Application to Human Gene Expression Datasets -- Using a Support Vector Machine and Sampling to Classify Compounds as Potential Transdermal Enhancers -- The Application of Gaussian Processes in the Predictions of Permeability across Mammalian Membranes -- Protein Structural Blocks Representation and Search through Unsupervised NN -- Evolutionary Support Vector Machines for Time Series Forecasting -- Learning Relevant Time Points for Time-Series Data in the Life Sciences -- A Multivariate Approach to Estimate Complexity of FMRI Time Series -- Neural Architectures for Global Solar Irradiation and Air Temperature Prediction -- Sparse Linear Wind Farm Energy Forecast -- Diffusion Maps and Local Models for Wind Power Prediction -- A Hybrid Model for S&P500 Index Forecasting. |
| Record Nr. | UNISA-996465872303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Clustering High--Dimensional Data [[electronic resource] ] : First International Workshop, CHDD 2012, Naples, Italy, May 15, 2012, Revised Selected Papers / / edited by Francesco Masulli, Alfredo Petrosino, Stefano Rovetta
| Clustering High--Dimensional Data [[electronic resource] ] : First International Workshop, CHDD 2012, Naples, Italy, May 15, 2012, Revised Selected Papers / / edited by Francesco Masulli, Alfredo Petrosino, Stefano Rovetta |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (IX, 149 p. 41 illus. in color.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Application software Artificial intelligence Information storage and retrieval Data mining Algorithms Database Management Information Systems Applications (incl. Internet) Artificial Intelligence Information Storage and Retrieval Data Mining and Knowledge Discovery Algorithm Analysis and Problem Complexity |
| ISBN | 3-662-48577-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Clustering High-Dimensional Data -- 1 Introduction -- 2 Defining Clustering -- 3 The Century of Big Data -- 4 Approaches to High Dimensional Data Clustering -- 4.1 Subspace Clustering -- 4.2 Projected Clustering -- 4.3 Biclustering -- 4.4 Hierarchical Clustering -- 5 Conclusions -- References -- What are Clusters in High Dimensions and are they Difficult to Find? -- 1 Introduction -- 2 Properties of High-Dimensional Data -- 3 Cluster Analysis -- 4 What are Clusters, Especially in Higher Dimensions? -- 5 Consequences for Clustering Algorithms -- 6 Conclusions -- References -- Efficient Density-Based Subspace Clustering in High Dimensions -- 1 Introduction -- 2 Density-Based Subspace Clustering -- 3 Dimensionality Unbiased Density -- 4 Redundancy-Removal -- 5 Pruning Subspace Clusters -- 6 Indexing Subspace Clustering -- 7 Approximate Jump Clustering -- 8 Conclusion -- References -- Comparing Fuzzy Clusterings in High Dimensionality -- 1 Introduction -- 2 Fuzzy Clustering -- 2.1 Some Notations and Definitions -- 2.2 Fuzzy Clustering -- 2.3 Methods for Fuzzy Clustering -- 2.4 Possibilistic Clustering Models -- 2.5 Graded Possibilistic Models -- 3 Comparing Fuzzy Clusterings -- 3.1 Approaches to the Comparison of Clusterings -- 3.2 Notation -- 3.3 Co-association -- 3.4 Fuzzy Coassociation -- 3.5 Comparing Two Partitions -- 4 Partition Similarity Indexes -- 4.1 The Rand and Jaccard Indexes -- 4.2 The Fuzzy Jaccard Index -- 4.3 The Fuzzy Rand Index -- 4.4 The Probabilistic Rand Index -- 4.5 The Probabilistic Jaccard Index -- 5 Applications of Fuzzy Similarity Indexes -- 5.1 Visual Stability Analysis Based on Comparing Fuzzy Clusterings -- 5.2 Tracking Deterministic Annealing -- 6 Conclusion -- References -- Time Series Clustering from High Dimensional Data -- 1 Introduction.
2 Financial High Dimensional Data Characteristics -- 3 Beanplot Time Series -- 4 Parameterizing Beanplot Time Series Data -- 5 Time Series Factor Analysis on Beanplot Time Series -- 6 From Time Series Factor Analysis to the Feature Clustering Approach -- 7 Using the Self Organizing Maps -- 8 Simulation Study -- 9 Application on Real Data -- 10 Conclusions -- References -- Data Dimensionality Estimation: Achievements and Challenges -- 1 Introduction -- 2 Global Methods -- 2.1 Projection Techniques -- 2.2 Fractal-Based Methods -- 2.3 Multidimensional Scaling and Other Methods -- 3 Local Methods -- 3.1 Fukunaga-Olsen's Algorithm -- 3.2 TRN-Based and Local MDS Methods -- 4 Mixed Methods -- 4.1 Levina-Bickel Algorithm -- 5 ID Estimation Methods Benchmarking -- 6 Conclusions -- References -- A Novel Intrinsic Dimensionality Estimator Based on Rank-Order Statistics -- 1 Introduction -- 2 Related Works -- 3 Theoretical Results -- 4 The Algorithm -- 5 Algorithm Evaluation -- 5.1 Dataset Description -- 5.2 Experimental Setting -- 5.3 Experimental Results -- 6 Conclusions and Future Works -- A Algorithm Implementation -- References -- Dimensionality Reduction in Boolean Data: Comparison of Four BMF Methods -- 1 Matrix Decompositions, Dimensionality Reduction, and Boolean Data -- 2 Boolean Matrix Factorization -- 3 The Four Methods Being Compared -- 4 Experimental Comparison -- 4.1 Method of Comparison -- 4.2 Datasets Used -- 4.3 Results -- 5 Conclusions and Further Issues -- References -- A Rough Fuzzy Perspective to Dimensionality Reduction -- 1 Introduction -- 2 Related Works -- 3 Rough-Fuzzy Sets -- 4 Rough-Fuzzy Product Feature Selection -- 4.1 Feature Granularization -- 4.2 Feature Selection -- 5 Experimental Results -- 6 Conclusions -- References -- Author Index. |
| Record Nr. | UNISA-996466181303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Intelligence Methods for Bioinformatics and Biostatistics [[electronic resource] ] : 9th International Meeting, CIBB 2012, Houston, TX, USA, July 12-14, 2012. Revised Selected Papers / / edited by Leif E Peterson, Francesco Masulli, Giuseppe Russo
| Computational Intelligence Methods for Bioinformatics and Biostatistics [[electronic resource] ] : 9th International Meeting, CIBB 2012, Houston, TX, USA, July 12-14, 2012. Revised Selected Papers / / edited by Leif E Peterson, Francesco Masulli, Giuseppe Russo |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (XII, 185 p. 71 illus.) |
| Disciplina | 006 |
| Collana | Lecture Notes in Bioinformatics |
| Soggetto topico |
Bioinformatics
Pattern recognition systems Data mining Computer science Computer vision Algorithms Computational and Systems Biology Automated Pattern Recognition Data Mining and Knowledge Discovery Theory of Computation Computer Vision |
| ISBN | 3-642-38342-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Relativistic heavy ions and DNA damage -- Image segmentation -- Proteomics -- RNA and DNA sequence analysis -- RNA, DNA, and SNP microarrays -- Semi-supervised/unsupervised cluster analysis. |
| Record Nr. | UNISA-996466569703316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Intelligence Methods for Bioinformatics and Biostatistics [[electronic resource] ] : 6th International Meeting, CIBB 2009, Genoa, Italy, October 15-17, 2009, Revised Selected Papers / / edited by Francesco Masulli, Leif Peterson, Roberto Tagliaferri
| Computational Intelligence Methods for Bioinformatics and Biostatistics [[electronic resource] ] : 6th International Meeting, CIBB 2009, Genoa, Italy, October 15-17, 2009, Revised Selected Papers / / edited by Francesco Masulli, Leif Peterson, Roberto Tagliaferri |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XIII, 320 p. 94 illus.) |
| Disciplina | 570 |
| Collana | Lecture Notes in Bioinformatics |
| Soggetto topico |
Life sciences
Computers Algorithms Pattern recognition Database management Artificial intelligence Life Sciences, general Computation by Abstract Devices Algorithm Analysis and Problem Complexity Pattern Recognition Database Management Artificial Intelligence |
| ISBN | 3-642-14571-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tools for Bioinformatics -- The ImmunoGrid Simulator: How to Use It -- Improving Coiled-Coil Prediction with Evolutionary Information -- Intelligent Text Processing Techniques for Textual-Profile Gene Characterization -- SILACAnalyzer - A Tool for Differential Quantitation of Stable Isotope Derived Data -- Gene Expression Analysis -- Non-parametric MANOVA Methods for Detecting Differentially Expressed Genes in Real-Time RT-PCR Experiments -- In Silico Screening for Pathogenesis Related-2 Gene Candidates in Vigna Unguiculata Transcriptome -- Penalized Principal Component Analysis of Microarray Data -- An Information Theoretic Approach to Reverse Engineering of Regulatory Gene Networks from Time–Course Data -- New Perspectives in Bioinformatics -- On the Use of Temporal Formal Logic to Model Gene Regulatory Networks -- Predicting Protein-Protein Interactions with K-Nearest Neighbors Classification Algorithm -- Simulations of the EGFR - KRAS - MAPK Signalling Network in Colon Cancer. Virtual Mutations and Virtual Treatments with Inhibitors Have More Important Effects Than a 10 Times Range of Normal Parameters and Rates Fluctuations -- Special Session on “Using Game-Theoretical Tools in Bioinformatics” -- Basics of Game Theory for Bioinformatics -- Microarray Data Analysis via Weighted Indices and Weighted Majority Games -- Special Session on “Combining Bayesian and Machine Learning Approaches in Bioinformatics: State of Art and Future Perspectives” -- Combining Replicates and Nearby Species Data: A Bayesian Approach -- Multiple Sequence Alignment with Genetic Algorithms -- Special Session on “Data Clustering and Bioinformatics” (DCB 2009) -- Multiple Clustering Solutions Analysis through Least-Squares Consensus Algorithms -- Projection Based Clustering of Gene Expression Data -- Searching a Multivariate Partition Space Using MAX-SAT -- A Novel Approach for Biclustering Gene Expression Data Using Modular Singular Value Decomposition -- Special Session on “Intelligent Systems for Medical Decisions Support” (ISMDS 2009) -- Using Computational Intelligence to Develop Intelligent Clinical Decision Support Systems -- Different Methodologies for Patient Stratification Using Survival Data -- 3-D Mouse Brain Model Reconstruction from a Sequence of 2-D Slices in Application to Allen Brain Atlas -- A Proposed Knowledge Based Approach for Solving Proteomics Issues. |
| Record Nr. | UNISA-996466426103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Intelligence Methods for Bioinformatics and Biostatistics [[electronic resource] ] : 5th International Meeting, CIBB 2008 Vietri sul Mare, Italy, October 3-4, 2008 Revised Selected Papers / / edited by Francesco Masulli, Roberto Tagliaferri, Gennady M. Verkhivker
| Computational Intelligence Methods for Bioinformatics and Biostatistics [[electronic resource] ] : 5th International Meeting, CIBB 2008 Vietri sul Mare, Italy, October 3-4, 2008 Revised Selected Papers / / edited by Francesco Masulli, Roberto Tagliaferri, Gennady M. Verkhivker |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XI, 294 p.) |
| Disciplina | 610 |
| Collana | Lecture Notes in Bioinformatics |
| Soggetto topico |
Medical sciences
Life sciences Data structures (Computer science) Information theory Database management Bioinformatics Health Sciences Life Sciences Data Structures and Information Theory Database Management Computational and Systems Biology |
| ISBN | 3-642-02504-8 |
| Classificazione |
BIO 110f
SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Papers -- Coarse-Grained Modeling of the HIV–1 Protease Binding Mechanisms: I. Targeting Structural Flexibility of the Protease Flaps and Implications for Drug Design -- Coarse-Grained Modeling of the HIV–1 Protease Binding Mechanisms: II. Folding Inhibition -- Unsupervised Stability-Based Ensembles to Discover Reliable Structures in Complex Bio-molecular Data -- CIBB Regular Session -- Comparative In Silico Evaluation of MYB Transcription Factors in Eucalyptus, Sugarcane and Rice Transcriptomes -- Building Maps of Drugs Mode-of-Action from Gene Expression Data -- In Silico Evaluation of Osmoprotectants in Eucalyptus Transcriptome -- Mining Association Rule Bases from Integrated Genomic Data and Annotations -- Stability and Performances in Biclustering Algorithms -- Splice Site Prediction Using Artificial Neural Networks -- Interval Length Analysis in Multi Layer Model -- A Multivariate Algorithm for Gene Selection Based on the Nearest Neighbor Probability -- Control of Cellular Glycolysis by Perturbations in the Glucose Influx -- Curating a Large-Scale Regulatory Network by Evaluating Its Consistency with Expression Datasets -- Spatial Clustering of Molecular Dynamics Trajectories in Protein Unfolding Simulations -- Clustering Bacteria Species Using Neural Gas: Preliminary Study -- A New Linear Initialization in SOM for Biomolecular Data -- 3D Volume Reconstruction and Biometric Analysis of Fetal Brain from MR Images -- Searching for Glycomics Role in Stem Cell Development -- A New Protein Representation Based on Fragment Contacts: Towards an Improvement of Contact Maps Predictions -- Analysis of Kernel Based Protein Classification Strategies Using Pairwise Sequence Alignment Measures -- Special Session: ISMDS - Intelligent Systems for Medical Decisions Support -- Topology Preserving Neural Networks for Peptide Design in Drug Discovery -- A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection -- Liver i-BiopsyTM and the Corresponding Intelligent Fibrosis Scoring Systems: i-Metavir F and i-Ishak F -- Special Session: Computational Intelligence for Biological Data Visualization -- An Extension of the TIGR M4 Suite to Preprocess and Visualize Affymetrix Binary Files -- A Supervised Learning Technique and Its Applications to Computational Biology -- A Visualization ToolKit Based Application for Representing Macromolecular Surfaces. |
| Record Nr. | UNISA-996465527803316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Fuzzy Logic and Applications [[electronic resource] ] : 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers / / edited by Robert Fullér, Silvio Giove, Francesco Masulli
| Fuzzy Logic and Applications [[electronic resource] ] : 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers / / edited by Robert Fullér, Silvio Giove, Francesco Masulli |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XI, 273 p. 76 illus., 54 illus. in color.) |
| Disciplina | 511.313 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Mathematical logic Data mining Computer system failures Artificial Intelligence Mathematical Logic and Formal Languages Data Mining and Knowledge Discovery System Performance and Evaluation |
| ISBN | 3-030-12544-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996466424703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Fuzzy Logic and Applications : 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers / / edited by Robert Fullér, Silvio Giove, Francesco Masulli
| Fuzzy Logic and Applications : 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers / / edited by Robert Fullér, Silvio Giove, Francesco Masulli |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XI, 273 p. 76 illus., 54 illus. in color.) |
| Disciplina | 511.313 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Machine theory Data mining Electronic digital computers - Evaluation Artificial Intelligence Formal Languages and Automata Theory Data Mining and Knowledge Discovery System Performance and Evaluation |
| ISBN | 3-030-12544-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910337581003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Fuzzy Logic and Applications [[electronic resource] ] : 10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013, Proceedings / / edited by Francesco Masulli, Gabriella Pasi, Ronald Yager
| Fuzzy Logic and Applications [[electronic resource] ] : 10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013, Proceedings / / edited by Francesco Masulli, Gabriella Pasi, Ronald Yager |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (XII, 249 p. 67 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Mathematical logic Computers Information storage and retrieval Database management Optical data processing Artificial Intelligence Mathematical Logic and Formal Languages Computation by Abstract Devices Information Storage and Retrieval Database Management Image Processing and Computer Vision |
| ISBN | 3-319-03200-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | What Can Fuzzy Cluster Analysis Contribute to Clustering of High-Dimensional Data -- Interpretability in Machine Learning – Principles and Practice -- Interpretability of Fuzzy Systems -- Feature Selection Based on Fuzzy Mutual Information -- A New Heuristic Function for DC -- Learning Membership Functions for Fuzzy Sets through Modified Support Vector Clustering -- Using Fuzzy Multilayer Perceptrons for the Classification of Time Series -- Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs -- Adding Real Coefficients to Lukasiewicz Logic: An Application to Neural Networks -- Possibilistic Graphical Models: From Reasoning to Decision Making -- Ranking Triangular Fuzzy Numbers Using Fuzzy Set Inclusion Index -- Towards Categorical Fuzzy Logic Programming -- Probability-Possibility Transformation: Application to Bayesian and Possibilistic Networks -- The Equation I(S(x, y), z) = T (I(x, z), I(y, z)) for t-representable t-conorms and t-norms Generated from Continuous, Archimedean Operations -- Evaluation and Ranking of Intuitionistic Fuzzy Quantities -- Approximation of Fuzzy Measures Using Second Order Measures: Estimation of Andness Bounds -- Neighbor-Based Similarities -- Model-Based Image Interpretation under Uncertainty and Fuzziness -- A Fuzzy System for Background Modeling in Video Sequences -- Shape Annotation by Incremental Semi-supervised Fuzzy Clustering -- Proficiency of Fuzzy Logic Controller for Stabilization of Rotary Inverted Pendulum based on LQR Mapping -- A Fuzzy Approach to Cloud Admission Control for Safe Overbooking -- Rule Learning in a Fuzzy Decision Support System for the Environmental Risk Assessment of GMOs -- A Fuzzy Cellular Automata for SIR Compartmental Models. |
| Record Nr. | UNISA-996465391703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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